Test Joint Randomly (Savings Distribution), Test Preference, Price and Shocks

back to Fan's Dynamic Assets Repository Table of Content. cross test: given (x,y), vary x along X, y along Y, one at a time

@seealso

Contents

Simulate and Graph

Randomly draw 100 sets of parameters based on the min and max grids

% Set which to graph, simulate over which variables
ar_it_plot_sets = [1,2,3,4,5,6,7,8,9,10];
bl_simu_cross = 'r';
cl_st_param_keys = {'fl_crra','fl_beta','fl_r_save','fl_z_wage_rho','fl_z_wage_sig',...
                    'fl_z_r_borr_poiss_mean', 'fl_z_r_borr_max', 'fl_b_bd', 'fl_c_min'};

% Generate Benchmark Parameters
it_param_set = 9;
[param_map, support_map] = ffs_abz_set_default_param(it_param_set);

param_map('it_st_simu_type_g_seed') = 123;
param_map('it_st_simu_type_g_simun') = 200;

support_map('bl_replacefile') = false;
support_map('bl_graph_onebyones') = true;
support_map('bl_display_graph_stats') = false;

% Generate Arrays of Parameter Values to Loop Over
it_simu_vec_len = 2;
param_tstar_map = containers.Map('KeyType','char', 'ValueType','any');
param_tstar_map('fl_crra') = linspace(1, 5, it_simu_vec_len);
param_tstar_map('fl_beta') = linspace(0.87, 0.97, it_simu_vec_len);
param_tstar_map('fl_r_save') = linspace(0, 0.06, it_simu_vec_len);
param_tstar_map('fl_z_wage_rho') = linspace(0, 0.985, it_simu_vec_len);
param_tstar_map('fl_z_wage_sig') = linspace(0.05, 0.50, it_simu_vec_len);
param_tstar_map('fl_z_r_borr_poiss_mean') = linspace(2, 10, it_simu_vec_len);
param_tstar_map('fl_z_r_borr_max') = linspace(0.095, 0.150, it_simu_vec_len);
param_tstar_map('fl_b_bd') = linspace(-20, -5, it_simu_vec_len);
param_tstar_map('fl_c_min') = linspace(0.03, 0.001, it_simu_vec_len);

Quick Grid Simulation (Limited Graphs)

it_size_type = 1;
ar_it_plot_sets = [3,4, 7,8, 9,10];

% Simulate along parameters
ff_az_test_analyze( ...
    ar_it_plot_sets, bl_simu_cross, it_size_type, cl_st_param_keys, ...
    param_map, support_map, param_tstar_map);

close all;
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Begin: Show all key and value pairs from container
CONTAINER NAME: SUPPORT_MAP
----------------------------------------
  Map with properties:

        Count: 48
      KeyType: char
    ValueType: any

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pos = 31 ; key = st_img_name_main ; val = _default
pos = 32 ; key = st_img_path ; val = C:/Users/fan/CodeDynaAsset//m_abz//solve/img/
pos = 33 ; key = st_img_prefix ; val = 
pos = 34 ; key = st_img_suffix ; val = _p9.png
pos = 35 ; key = st_mat_name_main ; val = _default
pos = 36 ; key = st_mat_path ; val = C:/Users/fan/CodeDynaAsset//m_abz//solve/mat/
pos = 37 ; key = st_mat_prefix ; val = 
pos = 38 ; key = st_mat_suffix ; val = _p9
pos = 39 ; key = st_mat_test_name_main ; val = r
pos = 40 ; key = st_mat_test_path ; val = C:/Users/fan/CodeDynaAsset//m_abz//test/ff_az_ds_vecsv/mat/
pos = 41 ; key = st_mat_test_prefix ; val = 
pos = 42 ; key = st_mat_test_suffix ; val = _g124151610111213_cr_t1l18
pos = 43 ; key = st_matimg_path_root ; val = C:/Users/fan/CodeDynaAsset//m_abz/
pos = 44 ; key = st_profile_name_main ; val = _default
pos = 45 ; key = st_profile_path ; val = C:/Users/fan/CodeDynaAsset//m_abz//solve/profile/
pos = 46 ; key = st_profile_prefix ; val = 
pos = 47 ; key = st_profile_suffix ; val = _p9
pos = 48 ; key = st_title_prefix ; val = 
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Scalars in Container and Sizes and Basic Statistics
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                                    i     idx    value
                                    __    ___    _____

    bl_display                       1     1        0 
    bl_display_defparam              2     2        0 
    bl_display_dist                  3     3        0 
    bl_display_final                 4     4        0 
    bl_display_final_dist            5     5        1 
    bl_display_final_dist_detail     6     6        0 
    bl_display_funcgrids             7     7        0 
    bl_display_graph_stats           8     8        0 
    bl_display_simu_stats            9     9        1 
    bl_graph                        10    10        1 
    bl_graph_coh_t_coh              11    11        0 
    bl_graph_funcgrids              12    12        0 
    bl_graph_onebyones              13    13        1 
    bl_graph_pol_lvl                14    14        0 
    bl_graph_pol_pct                15    15        0 
    bl_graph_val                    16    16        0 
    bl_img_save                     17    17        0 
    bl_mat                          18    18        0 
    bl_mat_test                     19    19        1 
    bl_post                         20    20        1 
    bl_profile                      21    21        0 
    bl_profile_dist                 22    22        0 
    bl_replacefile                  23    23        0 
    bl_time                         24    24        1 
    bl_timer                        25    25        1 
    it_display_every                26    26       20 
    it_display_final_colmax         27    27       15 
    it_display_final_rowmax         28    28      100 
    it_display_summmat_colmax       29    29        5 
    it_display_summmat_rowmax       30    30        5 

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Begin: Show all key and value pairs from container
CONTAINER NAME: PARAM_MAP
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  Map with properties:

        Count: 43
      KeyType: char
    ValueType: any

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pos = 5 ; key = cl_st_param_keys ; val = fl_crra
pos = 40 ; key = st_analytical_stationary_type ; val = eigenvector
pos = 41 ; key = st_model ; val = abz
pos = 42 ; key = st_z_r_borr_drv_ele_type ; val = unif
pos = 43 ; key = st_z_r_borr_drv_prb_type ; val = poiss
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Matrix in Container and Sizes and Basic Statistics
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                         i    idx    rowN    colN     mean      std      min    max
                         _    ___    ____    ____    ______    ______    ___    ___

    ar_param_keys_idx    1     1      1       9      9.3333    5.6125     1     16 

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Scalars in Container and Sizes and Basic Statistics
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                               i     idx    value 
                               __    ___    ______

    bl_b_is_principle           1     2          1
    bl_default                  2     3          1
    bl_loglin                   3     4          0
    fl_a_max                    4     6         50
    fl_a_min                    5     7          0
    fl_b_bd                     6     8        -20
    fl_beta                     7     9       0.94
    fl_c_min                    8    10       0.01
    fl_crra                     9    11        1.5
    fl_default_aprime          10    12          0
    fl_loglin_threshold        11    13          1
    fl_nan_replace             12    14     -99999
    fl_r_save                  13    15      0.025
    fl_tol_dist                14    16      1e-05
    fl_tol_pol                 15    17      1e-05
    fl_tol_val                 16    18      1e-05
    fl_w                       17    19       1.28
    fl_z_mu                    18    20          0
    fl_z_r_borr_max            19    21      0.095
    fl_z_r_borr_min            20    22      0.025
    fl_z_r_borr_n              21    23          5
    fl_z_r_borr_poiss_mean     22    24         10
    fl_z_rho                   23    25        0.8
    fl_z_sig                   24    26        0.2
    fl_z_wage_mu               25    27          0
    fl_z_wage_rho              26    28        0.8
    fl_z_wage_sig              27    29        0.2
    it_a_n                     28    30        100
    it_maxiter_dist            29    31       1000
    it_maxiter_val             30    32       1000
    it_size_type               31    33          1
    it_st_simu_type_g_seed     32    34        123
    it_st_simu_type_g_simun    33    35        200
    it_tol_pol_nochange        34    36         25
    it_trans_power_dist        35    37       1000
    it_z_n                     36    38         25
    it_z_wage_n                37    39          5

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Begin: Show all key and value pairs from container
CONTAINER NAME: PARAM_TSTAR_MAP
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  Map with properties:

        Count: 19
      KeyType: char
    ValueType: any

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Matrix in Container and Sizes and Basic Statistics
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                              i     idx    rowN    colN     mean       std        min      max 
                              __    ___    ____    ____    ______    ________    _____    _____

    fl_a_max                   1     1      1       5          65      11.859       50       80
    fl_alpha                   2     2      1       5         0.4    0.079057      0.3      0.5
    fl_b_bd                    3     3      1       2       -12.5      10.607      -20       -5
    fl_beta                    4     4      1       2        0.92    0.070711     0.87     0.97
    fl_c_min                   5     5      1       2      0.0155    0.020506    0.001     0.03
    fl_crra                    6     6      1       2           3      2.8284        1        5
    fl_delta                   7     7      1       5        0.08    0.047434     0.02     0.14
    fl_r_borr                  8     8      1       5       0.125    0.098821        0     0.25
    fl_r_save                  9     9      1       2        0.03    0.042426        0     0.06
    fl_w                      10    10      1       5        1.25     0.11859      1.1      1.4
    fl_z_r_borr_max           11    11      1       2      0.1225    0.038891    0.095     0.15
    fl_z_r_borr_n             12    12      1       6          15      7.4833        5       25
    fl_z_r_borr_poiss_mean    13    13      1       2           6      5.6569        2       10
    fl_z_rho                  14    14      1       5       0.495     0.39133        0     0.99
    fl_z_sig                  15    15      1       5       0.255     0.19369     0.01      0.5
    fl_z_wage_rho             16    16      1       2      0.4925      0.6965        0    0.985
    fl_z_wage_sig             17    17      1       2       0.275      0.3182     0.05      0.5
    it_a_n                    18    18      1       5        1300      948.68      100     2500
    it_z_n                    19    19      1       5          15      7.9057        5       25

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  Columns 1 through 4

    'Vary These Param...'    'fl_crra'    'fl_beta'    'fl_r_save'

  Columns 5 through 7

    'fl_z_wage_rho'    'fl_z_wage_sig'    'fl_z_r_borr_pois...'

  Columns 8 through 10

    'fl_z_r_borr_max'    'fl_b_bd'    'fl_c_min'

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            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=1     2.7047     0.89399    0.035565        0.14563         0.086249               4.4774                0.11082        -6.1487     0.024562
    j=2     2.5508     0.93744    0.015709        0.51577          0.23385               6.3681                0.13826        -11.024    0.0094745
    j=3     3.2543     0.95863    0.013844        0.79879          0.35909               2.0735                0.12588        -5.0197     0.019555
    j=4      2.027     0.94735    0.030004        0.85106          0.32528               6.9144                 0.1396        -8.7903     0.017845
    j=5     1.9476     0.94967    0.034863        0.14745          0.36688               8.9113                0.13273        -9.2076    0.0014342
    j=6     4.9766     0.96653    0.055882        0.13313          0.48731               9.8214                0.10617         -19.79     0.018495
    j=7     1.7625     0.95118    0.029956        0.61553          0.20893               9.0477               0.099278        -19.078     0.015777
    j=8     4.5086     0.92221    0.015662        0.71917          0.36538               4.1211                0.12825        -17.192    0.0042872
    j=9     1.2957     0.94925    0.010121       0.026784          0.43431               9.3877                0.12174        -13.583     0.020891
    j=10    2.3887     0.92769    0.030878       0.053962         0.079077               9.8331                0.13376        -12.902     0.027815

             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=191     4.164     0.95778     0.024028       0.83168          0.41332               5.8839                0.14511        -8.7089    0.0038807
    j=192    1.4319     0.90038     0.041764       0.20839           0.1553               9.6697                0.12227         -10.72    0.0054055
    j=193    2.6126     0.90519     0.050847      0.017696          0.36254               8.4652                0.12094        -16.051     0.027977
    j=194    1.1089     0.89194      0.01894       0.75519           0.2984               8.8719                0.12456        -11.175    0.0074759
    j=195    2.7858     0.92069     0.027066       0.57106          0.33562               7.9799                 0.1443        -19.757    0.0071918
    j=196     4.653     0.95441    0.0065947       0.44275          0.20271               7.8143                0.11433        -6.3786     0.017125
    j=197    3.2955      0.8726     0.029861       0.61312          0.15536               3.3576                0.14979         -6.611     0.027388
    j=198    3.2662     0.87104        0.051       0.04157          0.26424               7.8239                0.12746        -18.757     0.016105
    j=199    4.5475     0.89473     0.023861       0.69545         0.090268               9.4799                0.10942        -13.074     0.019451
    j=200    4.3061     0.93999     0.052869       0.48758          0.27245               9.5337                0.10115        -12.457     0.017348

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=1    2.7047     0.89399    0.035565        0.14563         0.086249               4.4774                0.11082        -6.1487    0.024562

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.588358 seconds.
Elapsed time is 1.709591 seconds.
                    mean        sd       coefofvar      min       max        pYis0        pYls0       pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    __________    _______    __________    _________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -3.2666    0.73536     -0.22512    -6.0446    4.9682             0    0.99999    1.3739e-05    0.0031134       0        -6.0446    -4.6308    -4.6308     -4.097    -3.8754    -3.8754    -3.7584    -3.6029    -3.4116    -3.1582     -2.753    -2.5492    -2.3977    -2.2819    -2.0631    -1.4299    -0.83527         0.54076                  1                0.1751               0.72616              0.20606            0.80492              0.076068               0.64597         0.0057611     0.084789    0.084789     0.14639      0.30205      0.30205       0.3394      0.46889      0.62003      0.76078      0.83871       0.8887       0.9164      0.94287      0.97588      0.99665       0.99982  
    cl_mt_pol_a    -5.4574    0.32791    -0.060085    -5.9987    46.623    4.6233e-18          1    1.3868e-19     0.011175       0        -5.9987    -5.9987    -5.8757    -5.7577    -5.7577    -5.7577    -5.6443    -5.6443    -5.5352    -5.5352    -5.2211    -5.1183    -5.1183    -5.0195    -4.7807    -4.5037     -3.9879          0.1751            0.72616               0.10752                     1              0.10537            0.92308             0.0020293              0.038646          0.012284     0.012284    0.066154     0.21613      0.21613      0.21613      0.43655      0.43655      0.70125      0.70125      0.80306      0.88388      0.88388      0.95624      0.96225      0.99562       0.99977  
    cl_mt_coh      -5.8189    0.34812    -0.059827    -6.1167    50.142             0          1    5.6601e-18     0.014351       0        -6.1167    -6.1167    -6.0892    -6.0617    -6.0617    -6.0617    -6.0343    -6.0343    -6.0068    -6.0068    -5.4888    -5.4613    -5.4613    -5.4339    -4.9433    -4.8609      -4.288         0.20606            0.80492               0.10537               0.92308              0.12119                  1              0.015978               0.28662          0.015085     0.015085    0.082324     0.23217      0.23217      0.23217       0.4548       0.4548      0.70287      0.70287      0.78672      0.86707      0.86707      0.95655      0.96115      0.99567       0.99977  
    cl_mt_pol_c    0.80712    0.16014       0.1984    0.36756    5.3825             0          0             1    0.0031134       0        0.36756    0.50461    0.50461    0.61363     0.6608     0.6608     0.6608    0.72703    0.77512    0.88322    0.91966    0.94784    0.99484     1.0267     1.0776     1.1382      1.2302        0.076068            0.64597             0.0020293              0.038646             0.015978            0.28662              0.025644                     1         0.0014178     0.036077    0.036077    0.073308      0.20804      0.20804      0.20804      0.28744      0.42605      0.64559      0.70741      0.76182      0.80256      0.86493       0.9432      0.98691       0.99932  

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=2    2.5508     0.93744    0.015709        0.51577          0.23385               6.3681                0.13826        -11.024    0.0094745

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.734131 seconds.
Elapsed time is 0.612022 seconds.
                    mean        sd       coefofvar       min        max       pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1         p1          p5         p10         p15         p20         p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    ________    _______    __________    ________    _______    ________    ________    ________    ________    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.5154     1.6596     0.65975       -883.78    8.1945           0    0.010853    0.98915    3.5568e-08       0        -3.6908    -0.51667      1.0618      1.3108      1.8047      1.9535       1.96     2.4526     2.7594     3.022     3.022    3.2203    3.2526    3.4367    3.4638    4.0181    4.5714         2.7541                   1              0.81172               0.50171              0.78043             0.46451               0.19135              0.41103          -0.0039954    -0.0083803    0.0067316     0.02504     0.074174      0.11206       0.1356      0.30647      0.46707      0.70793      0.70793      0.75414      0.79412      0.91569      0.92449      0.98441       0.99854  
    cl_mt_pol_a    0.64407    0.97492      1.5137       -10.755    48.614    0.041942     0.23512    0.72294    1.8577e-09       0         -2.639     -1.5169    -0.93214    -0.39491    -0.38508    -0.38508          0    0.18152    0.79459    1.4077    1.4077    1.4077    1.4077    1.4077    2.0207    3.2468     5.086        0.81172             0.50171              0.95046                     1               0.9328             0.94508               0.18135              0.66309          -0.0058318     -0.034729    -0.099311    -0.15704     -0.21089     -0.21089     -0.21089     -0.15861     0.042101      0.67216      0.67216      0.67216      0.67216      0.67216      0.84768      0.94445        0.9912  
    cl_mt_coh      0.78973     1.0124       1.282       -10.992    50.177           0     0.23512    0.76488    5.6588e-09       0        -2.7884      -1.543    -0.88405     -0.2976    -0.26135    -0.26135    0.14073     0.3251     0.9478    1.5342    1.5705    1.6067    1.6067    1.6067    2.2294    3.4748    5.3429        0.78043             0.46451               0.9328               0.94508               1.0249                   1               0.19535              0.68787          -0.0050899     -0.029448    -0.080597    -0.11777     -0.14758     -0.14758     -0.14428     -0.10309     0.035899      0.24611      0.42336      0.71206      0.71206      0.71206      0.86805      0.95245       0.99254  
    cl_mt_pol_c     1.2765    0.28052     0.21976     0.0094745    4.1573           0           0          1    4.6273e-07       0        0.53114     0.68241     0.76787     0.99566      1.0563      1.1685     1.1783     1.2246     1.2342    1.2439    1.2535    1.4368    1.4561     1.862     1.862    1.8858    1.9198        0.19135             0.41103              0.18135               0.66309              0.19535             0.68787              0.078693                    1          0.00044863     0.0052928     0.036215    0.080379      0.10336      0.17182      0.20195      0.36033      0.48044      0.66615      0.69652      0.73697      0.78867      0.93919      0.93919      0.98669       0.99875  

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=3    3.2543     0.95863    0.013844        0.79879          0.35909               2.0735                0.12588        -5.0197    0.019555

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.757829 seconds.
Elapsed time is 0.947501 seconds.
                    mean       sd       coefofvar      min        max        pYis0        pYls0        pYgr0      pYisMINY     pYisMAXY       p0_1         p1         p5         p10        p15        p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    __________    _______    __________    _________    ________    ________    _______    _______    _______    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.1761     7.6075       3.496      -3214.9    9.0061            0       0.19334    0.80666    2.1533e-17    0.0011111     -85.936     -29.293     -11.11    -5.9987    -1.9098    0.088028    1.4862    2.7889    4.0359    5.4951    6.2682    6.7006    7.1094    7.5684       8.1    8.7405    9.0061         57.874                   1               50.237               0.63788               50.093             0.62733               2.6467               0.65707           -0.040206      -0.19427     -0.54034     -0.72021    -0.79919     -0.81288     -0.78743     -0.69339     -0.43996     -0.11746       0.1589       0.3012      0.45859      0.62587      0.80547      0.96094            1   
    cl_mt_pol_a    15.316     10.353     0.67594      -4.8973    49.317    0.0017091    4.9555e-15    0.99829    1.2845e-17    0.0042237           0    0.032677     1.1402     3.3552     5.0165      6.6778    8.3391    10.554    12.769    16.645    21.076    22.737    26.059    30.489    36.581    46.548    49.317         50.237             0.63788               107.18                     1               108.29             0.99654                4.843               0.88352           -5.38e-16    2.9421e-05    0.0034744     0.010844    0.023671     0.043815     0.074612      0.13721      0.25468       0.3916      0.52829      0.58818      0.67385      0.76362      0.86425      0.96959            1   
    cl_mt_coh      15.622     10.496     0.67189      -4.9877    50.161            0    5.8979e-15          1    2.0762e-17    0.0004351    0.065129     0.12969     1.2525      3.466     5.2148      6.8991    8.5511    10.797    13.042    17.005    21.399     23.18    26.452    30.944    37.216    47.289    50.129         50.093             0.62733               108.29               0.99654               110.17                   1               4.8461               0.87199          1.0096e-05    7.2622e-05    0.0027629    0.0097678    0.023872     0.043934      0.07212      0.13283       0.2508      0.39125      0.51418      0.58754      0.66368      0.75544       0.8639      0.96872       0.9986   
    cl_mt_pol_c    1.4942    0.52948     0.35435     0.019555     6.616            0             0          1    5.0511e-17    0.0011111     0.16518      0.4125    0.98925     1.0134     1.0518      1.0812    1.1042    1.1426    1.4622      1.75    1.8278    1.8815    1.9888    2.1846    2.3379    2.7572     6.616         2.6467             0.65707                4.843               0.88352               4.8461             0.87199              0.28035                     1          0.00011255     0.0026445     0.021603     0.053509    0.091766      0.12689      0.16417      0.23649      0.36171      0.51903      0.64212      0.70014      0.76565      0.83999      0.91165      0.97683            1   

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=4     2.027     0.94735    0.030004        0.85106          0.32528               6.9144                0.1396         -8.7903    0.017845

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.691990 seconds.
Elapsed time is 1.234136 seconds.
                    mean       sd      coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ________    ______    ________    ________    _______    __________    _________    _______    _______    _______    _______    _______    _______    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.5963    9.0477      3.4849      -80.635    13.153           0     0.24431    0.75569    0.00013781    0.0019335    -68.592    -36.121    -12.887    -6.3739    -3.4316    -1.8844    0.040278    2.4289    4.6003    6.7296    7.9118    8.6045    9.4058    10.269    11.284    12.555    13.153         81.861                   1               66.245               0.67622               67.556              0.6689               5.2036               0.69695            -0.028452      -0.20468      -0.57463      -0.68795      -0.79662     -0.82411    -0.83769      -0.7811     -0.49872     -0.22968     0.050898      0.21293      0.38158      0.56569      0.77383        0.966          1     
    cl_mt_pol_a    11.998    10.828     0.90245      -8.5759    48.544    0.051297    0.027835    0.92087    2.6243e-06     0.006274    -7.1871    -3.1333          0    0.20215    0.78457     2.5319      4.2791    7.1913    10.103    12.433     16.51    19.422    23.499    28.741    35.148    46.214    48.544         66.245             0.67622               117.24                     1               120.53             0.99724               8.1202               0.90881          -0.00069925    -0.0042659    -0.0061139     -0.004982    -0.0042699     0.004528    0.020339     0.074765      0.23021      0.31473      0.43431      0.50968      0.59826      0.70665       0.8366      0.96344          1     
    cl_mt_coh      12.506    11.163     0.89261      -8.7583    50.179           0    0.027828    0.97217    3.9683e-06    0.0032808    -8.0117    -3.2858    0.14202    0.35023    0.95013     2.7498      4.5495     7.549    10.549    12.985    17.184    20.147    24.346    29.745    36.381    47.742    50.179         67.556              0.6689               120.53               0.99724                124.6                   1               8.2265               0.89307          -0.00072141    -0.0044502    -0.0059772    -0.0047405    -0.0032665    0.0040835    0.019817     0.069972      0.19321      0.31854      0.43792      0.50616      0.59479      0.70256      0.83792      0.96071          1     
    cl_mt_pol_c    1.6414    0.8252     0.50276     0.017845    7.5976           0           0          1    0.00082094    0.0019335    0.21141    0.34827    0.37806    0.96352      0.981     1.0364      1.1033    1.1937    1.2661    2.0003     2.198    2.2829    2.4022    2.5595    3.1419    3.8813    7.5976         5.2036             0.69695               8.1202               0.90881               8.2265             0.89307              0.68096                     1            3.186e-05     0.0017054      0.011189      0.060384      0.063963     0.093856     0.12898      0.19469      0.30931      0.46138      0.59381      0.65524      0.72857      0.80298      0.88396      0.97806          1     

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=5    1.9476     0.94967    0.034863        0.14745          0.36688               8.9113                0.13273        -9.2076    0.0014342

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.601699 seconds.
Elapsed time is 0.987083 seconds.
                    mean       sd       coefofvar       min        max       pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5        p10        p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20     fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _________    ______    ________    _________    _______    __________    __________    _______    _______    ________    ______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      4.6821     1.3237     0.28272       -517.86      13.9           0    0.0070694    0.99293    4.3136e-08    2.7408e-32    -3.8015    0.79763      2.8118    3.4453     3.8167    4.0687    4.2305    4.5746    4.8799    5.1593    5.4204    5.4204    5.6076    5.8512    6.0863    6.5925    7.2822         1.7522                   1               1.6265               0.80523               1.6187             0.76837               0.19645              0.63923          -0.0022661    -0.003276     0.016365     0.068516     0.094695       0.13062     0.23118      0.31555      0.44904      0.59797      0.76933      0.76933      0.81909      0.90778      0.94872      0.98798       0.99842  
    cl_mt_pol_a    2.0321      1.526     0.75094        -8.983    48.316    0.067835     0.060293    0.87187     7.647e-10    8.5192e-31    -3.4094    -1.7283    -0.12816         0    0.44352    1.0273    1.0273    1.6111    2.1949    2.7787    3.3626    3.3626    3.3626    3.9464    4.5302    5.6978     8.033         1.6265             0.80523               2.3286                     1               2.3123             0.95212               0.25978              0.73326          -0.0020135     -0.01434    -0.028455    -0.028455    -0.012936      0.051269    0.051269      0.15499      0.29884      0.49113       0.7555       0.7555       0.7555      0.86372      0.92071      0.97465       0.99762  
    cl_mt_coh      2.2499     1.5915     0.70737       -9.1756     50.17           0     0.049169    0.95083    2.9228e-09    5.7889e-31    -3.6347    -1.7878    0.024725    0.1699    0.59441    1.1296     1.233    1.8027    2.4069    3.0455    3.6152    3.6497    3.6497    4.2194    4.8235    6.0663     8.414         1.6187             0.76837               2.3123               0.95212               2.5328                   1               0.26008               0.7039          -0.0020216    -0.013639    -0.024681     -0.02011     -0.01295    0.00064939    0.067754      0.10829      0.22871      0.50617       0.6058      0.76407      0.76407      0.80465      0.89028       0.9758       0.99607  
    cl_mt_pol_c    1.3461    0.23216     0.17247     0.0014342    5.2736           0            0          1    3.4481e-07    2.7408e-32    0.48889    0.80436      1.0302    1.1352      1.195    1.2154    1.2154    1.2561    1.2958    1.3569    1.5096    1.5299    1.5706    1.6113    1.9009     1.955     2.023        0.19645             0.63923              0.25978               0.73326              0.26008              0.7039              0.053901                    1          0.00035525    0.0085901     0.036055     0.073091      0.14388       0.20779     0.20779      0.34196       0.4419      0.61657      0.71991      0.75147      0.81939      0.87824      0.94752      0.98562       0.99874  

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=6    4.9766     0.96653    0.055882        0.13313          0.48731               9.8214                0.10617        -19.79     0.018495

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.571232 seconds.
Elapsed time is 2.442812 seconds.
                    mean        sd       coefofvar        min         max        pYis0         pYls0       pYgr0     pYisMINY     pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ________    _________    ___________    ______    __________    __________    _____    __________    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      7.2096    0.010469    0.0014521    -1.9575e+06    7.2134             0    2.1559e-09      1      7.1244e-20    0.0038619    7.1734    7.1953    7.2027    7.2057     7.207    7.2083    7.2088    7.2094    7.2104    7.2113     7.212     7.212     7.212    7.2126     7.213     7.213    7.2134        0.0001096                 1             0.0071889              0.37517             0.0073095            0.36098             0.00086949             0.17823           0.0010296     0.010141     0.05349     0.11514      0.16947      0.22246      0.25217      0.36868      0.53244      0.66586       0.7526      0.88753      0.88753      0.92964      0.99028      0.99028          1     
    cl_mt_pol_a    45.688      1.8303     0.040062        -19.307    47.354    3.9124e-09    9.9736e-10      1      2.7794e-21      0.24731    33.865     39.26    41.958    43.307    43.982    44.656    44.656     45.33    46.005    46.679    46.679    47.354    47.354    47.354    47.354    47.354    47.354        0.0071889           0.37517                3.3501                    1                 3.393            0.95842                0.40646             0.47653          0.00069907    0.0099568    0.047384     0.10552      0.15787      0.23645      0.23645      0.35445      0.54326      0.74367      0.74367            1            1            1            1            1          1     
    cl_mt_coh      48.364      1.9342     0.039993        -19.758    50.136             0    1.0235e-09      1      3.5678e-21      0.15856    35.893     41.59    44.439    45.863    46.575    47.287    47.287    47.999    48.712    49.424    49.424     50.11    50.136    50.136    50.136    50.136    50.136        0.0073095           0.36098                 3.393              0.95842                3.7412                  1                0.39833             0.44192          0.00070815    0.0099842     0.04743     0.10558      0.15793      0.23651      0.23651      0.35451      0.54331      0.74371      0.74371      0.83563            1            1            1            1          1     
    cl_mt_pol_c    3.8327     0.46601      0.12159       0.018495    7.4938             0             0      1      2.5824e-18    0.0038619    2.9751    3.2652    3.4274    3.4913    3.5667    3.6044    3.6421    3.6798    3.7175    3.7552    3.8134    3.8511    4.2149    4.2526    4.9648    4.9648    7.4938       0.00086949           0.17823               0.40646              0.47653               0.39833            0.44192                0.21716                   1          0.00078633    0.0090132     0.05243    0.091859      0.14847      0.19727      0.26702      0.37735       0.4992      0.65812      0.74069      0.78759      0.85846      0.90454      0.98298      0.98298          1     

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=7    1.7625     0.95118    0.029956        0.61553          0.20893               9.0477               0.099278        -19.078    0.015777

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.598063 seconds.
Elapsed time is 0.821473 seconds.
                    mean       sd       coefofvar      min        max      pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10          p15         p20         p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ______    _________    _______    __________    __________    _______    _______    ________    _________    _________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      4.1744     1.3632     0.32656      -27.416    15.278         0    0.0098141    0.99019    2.2949e-07    1.3492e-86    -3.7874    0.19392      1.8205       2.5796       2.6452      3.1821     3.5568     3.6919    4.3906    4.7833    5.0984    5.4474    5.4474     5.487    6.1043    6.8098    7.5691         1.8583                   1               1.9008               0.91672               1.8675             0.86713                0.2929              0.71111          -0.0017912    -0.0037842    0.0094484     0.042063     0.070238      0.10998      0.23014      0.25508       0.382      0.64502       0.6855      0.82246      0.82246      0.85578      0.93586      0.98371       0.99883  
    cl_mt_pol_a    1.2049     1.5211      1.2624      -18.612    48.546    0.1683      0.18215    0.64955    1.4421e-08    1.3492e-86    -3.8893    -1.9994    -0.69492    -0.043435    -0.041968           0          0          0     1.324    2.0083    2.0083    2.0083    2.0083    3.3771    4.0615    5.4302    6.7989         1.9008             0.91672               2.3137                     1               2.3377              0.9728               0.28839              0.62749          -0.0058845     -0.026711    -0.072681    -0.090665     -0.09352     -0.09352     -0.09352     -0.09352     0.10626      0.53065      0.53065      0.53065      0.53065      0.75727      0.81918      0.98396       0.99731  
    cl_mt_coh      1.3491     1.5799       1.171      -19.046    50.127         0     0.090474    0.90953    1.7179e-08    2.7284e-86    -4.1483    -2.0575     -0.6477     0.033404     0.080942    0.080942    0.12708    0.12708    1.4669    2.1718    2.1956    2.1956    2.1956    3.5815    4.3102    5.7199    7.1059         1.8675             0.86713               2.3377                0.9728                2.496                   1               0.32211              0.67478          -0.0056004     -0.024968     -0.06579    -0.079927    -0.074442    -0.074442    -0.061178    -0.061178    0.060308      0.30043      0.55547      0.55547      0.55547        0.686      0.82999      0.98499       0.99523  
    cl_mt_pol_c    1.3097    0.30215     0.23071     0.015777    4.1637         0            0          1    7.8122e-06    1.3492e-86    0.55517    0.69034     0.81766      0.86379       1.1347      1.1671      1.177     1.2231    1.2628    1.2833    1.3858    1.5459    1.5869    1.8806    1.9011    1.9831    2.1878         0.2929             0.71111              0.28839               0.62749              0.32211             0.67478              0.091296                    1          0.00036956     0.0050409     0.034985     0.062478       0.1021      0.14688      0.20355      0.32873     0.45574      0.59064      0.67098      0.74451      0.78743      0.92501      0.93837       0.9912       0.99933  

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=8    4.5086     0.92221    0.015662        0.71917          0.36538               4.1211                0.12825        -17.192    0.0042872

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.695761 seconds.
Elapsed time is 0.964323 seconds.
                     mean        sd       coefofvar       min         max       pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1         p1         p5        p10        p15        p20         p25         p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    __________    ______    ________    __________    _______    __________    __________    _________    _______    _______    ______    _______    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.89397     5062.8     -5663.3     -5.788e+07    3.5454           0       0.24969    0.75031    1.0649e-10    5.8447e-06      -96.986    -25.479    -10.419    -5.354    -2.7422    -0.95118    0.077799    0.95352    1.6377    2.0447    2.4292    2.5332    2.7029    2.8931    3.1006     3.302    3.4464       2.5632e+07                  1              33.517              0.0011105              35.812            0.0011682              2.2837              0.0010542             0.94989         1.2854       1.9861      2.3937       2.5623       2.6448       2.6588       2.5815       2.3594       2.0399       1.7668       1.6507       1.5041       1.3456        1.178       1.0362        1.0037  
    cl_mt_pol_a      9.3163     5.9614     0.63989        -16.772    49.229    0.014527     0.0013722     0.9841    3.6957e-11    2.7973e-05    -0.045121          0        1.3       1.3     3.3252      4.0002      5.3503     6.7004    8.7256    10.751    11.426    12.776    14.801    16.826    20.877    27.627    36.403           33.517          0.0011105              35.539                      1              35.829              0.99259              2.1462                0.84136         -6.8803e-06    -6.8803e-06     0.010979    0.010979     0.031488      0.04563     0.081435      0.14204      0.27658      0.50029      0.54594       0.6186      0.70283      0.76915       0.8629      0.96893       0.99582  
    cl_mt_coh        9.5873     6.0551     0.63157         -17.16    50.164           0    3.6833e-05    0.99996    4.1633e-11     9.018e-06      0.06504    0.13112     1.4184    1.4845     3.4423       4.227      5.5652     6.9695    9.0264    11.017    11.769    13.107    15.098    17.221    21.368    28.158    37.137           35.812          0.0011682              35.829                0.99259              36.664                    1              2.1445                0.82772          1.3823e-05     0.00011856    0.0050511     0.01214     0.026038     0.047679     0.076839      0.14481      0.27962      0.43265      0.54861      0.61015      0.68238      0.76477      0.86401      0.96671       0.99586  
    cl_mt_pol_c      1.4267    0.42789      0.2999      0.0042872    5.9065           0             0          1    2.0348e-09    5.8447e-06      0.26513    0.49163     1.0038    1.0702     1.0913      1.1336      1.1653     1.1971    1.2288    1.7529    1.8375    1.9009    1.9355    1.9778    2.0595    2.7557    2.9595           2.2837          0.0010542              2.1462                0.84136              2.1445              0.82772             0.18309                      1          0.00018156      0.0039755     0.024725    0.059256     0.095422      0.14134      0.19349      0.26553      0.38615      0.52605      0.65535       0.7164      0.79153      0.85558      0.92152      0.98308       0.99802  

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=9    1.2957     0.94925    0.010121       0.026784          0.43431               9.3877                0.12174        -13.583    0.020891

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.489711 seconds.
Elapsed time is 0.516644 seconds.
                     mean        sd       coefofvar      min        max       pYis0      pYls0       pYgr0      pYisMINY      pYisMAXY        p0_1        p1         p5         p10        p15        p20         p25         p35         p50        p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    _______    ________    _______    __________    ___________    ________    _______    _______    _______    _______    ________    ________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        3.5282     1.5949     0.45206      -3.6514    17.123          0    0.047714    0.95229    0.00013511    1.0174e-145     -3.6356    -2.9524    0.23911     1.9281      2.565      2.7039      3.1933      3.5689     3.7813     4.2128     4.4778     4.5018    4.6633    4.8831    5.2388    6.0039    6.7644         2.5439                   1                3.1562               0.88876               3.6801            0.94916               0.08836               0.17916         -0.0021241    -0.010604    -0.024971    -0.0065326    0.027786     0.062562      0.11618      0.20853      0.35852      0.62607      0.69247      0.71634      0.78619      0.86464      0.92314      0.98494        0.9985  
    cl_mt_pol_a    -0.26981     2.2266     -8.2524      -13.252    49.499    0.16484     0.33574    0.49942      2.01e-05    1.0174e-145     -12.376    -10.603       -4.1     -1.698    -1.1196    -0.56557    -0.54118           0          0    0.68364    0.68364    0.68364    1.3259    1.3259    1.9683    3.2529    4.5375         3.1562             0.88876                4.9577                     1               4.5021            0.83177             -0.087442              -0.12701            0.15694      0.45473       1.5523        2.1205      2.4365       2.4684       2.7274       2.7274       2.7274        2.051        2.051        2.051       1.6342       1.6342       1.4038        1.123        1.0151  
    cl_mt_coh      -0.20502     2.4309     -11.857      -13.551    50.156          0     0.33573    0.66427    1.7302e-05    4.2577e-144     -13.458    -11.512     -4.375    -1.7489       -1.1    -0.51315    -0.45124    0.093911    0.15582    0.81542    0.84638    0.84638    1.4023    1.4952     2.144    3.4416    4.7392         3.6801             0.94916                4.5021               0.83177               5.9094                  1              0.077925               0.10367            0.21864      0.65266       2.2321        3.0149      3.4247       3.4631       3.7512       3.7437       3.6326       3.1782       2.5005       2.5005       2.4889       1.8884       1.5604       1.1688        1.0206  
    cl_mt_pol_c      1.3056    0.30922     0.23684     0.020891    4.8572          0           0          1     0.0081254    3.7027e-144    0.020891    0.82341    0.94054     1.0387     1.0788      1.1091      1.1447      1.1516     1.1795     1.3051     1.5545      1.561     1.587    1.8004    1.8134    2.0697    2.9146        0.08836             0.17916             -0.087442              -0.12701             0.077925            0.10367              0.095614                     1         0.00013002    0.0013836     0.029294      0.074403     0.12274      0.16325      0.27156      0.40607       0.4227       0.5555      0.68076      0.74844      0.79064      0.89413      0.93635      0.98203       0.99888  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=10    2.3887     0.92769    0.030878       0.053962         0.079077               9.8331                0.13376        -12.902    0.027815

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.434102 seconds.
Elapsed time is 1.998335 seconds.
                     mean          sd       coefofvar      min        max       pYis0       pYls0         pYgr0        pYisMINY     pYisMAXY     p0_1         p1           p5           p10          p15          p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    ________    _________    ________    ______    _______    __________    __________    __________    ________    _______    _________    _________    _________    _________    _________    ______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         2.8077     0.13295    0.047354      -100.87    8.0246          0    0.00063295       0.99937    1.4291e-11       0         1.5479       2.6258       2.6921       2.7287       2.7287       2.7295    2.7903     2.7906     2.8212     2.8212     2.8212     2.8805     2.9037     2.9037     2.9037     2.9569     2.9743        0.017677                  1             0.0099411              0.91533              0.010411            0.81753             0.0076483              0.57277          -0.0001112    0.0085138    0.060345     0.16391      0.16391      0.20389       0.3359      0.34622      0.76595      0.76595      0.76595      0.81329      0.98706      0.98706      0.98706      0.98953          1     
    cl_mt_pol_a    -0.013877    0.081688     -5.8864      -11.796    47.273    0.75959       0.24041    1.0345e-42    2.3964e-14       0        -1.1927    -0.048746    -0.047548    -0.046408    -0.046408    -0.046408         0          0          0          0          0          0          0          0          0          0          0       0.0099411            0.91533             0.0066729                    1             0.0071643            0.91564             0.0021037              0.25641              0.1706      0.31176     0.51423           1            1            1            1            1            1            1            1            1            1            1            1            1          1     
    cl_mt_coh        0.13909    0.095784     0.68865      -12.059    50.171          0     0.0016906       0.99831    1.9561e-12       0        -1.1834     0.048991     0.083794     0.083794      0.10161       0.1186    0.1186    0.13641    0.13641    0.17121    0.17121    0.17121    0.17121    0.17121    0.17121    0.17121    0.17121        0.010411            0.81753             0.0071643              0.91564             0.0091746                  1             0.0014768              0.15351           -0.018343    -0.012766     0.03074     0.03074     0.074921      0.20574      0.20574      0.40015      0.40015            1            1            1            1            1            1            1          1     
    cl_mt_pol_c       1.2783     0.10043    0.078569     0.027815    4.6167          0             0             1     9.935e-10       0        0.99937       1.0531       1.1274       1.1788       1.1788         1.18    1.2226     1.2714     1.2753     1.2753     1.2753     1.3835     1.4361     1.4361     1.4361     1.5646     1.6172       0.0076483            0.57277             0.0021037              0.25641             0.0014768            0.15351              0.010087                    1           0.0022405    0.0098174    0.055656     0.15388      0.15388      0.19185      0.31881      0.32915      0.74588      0.74588      0.74588      0.79586      0.98463      0.98463      0.98463       0.9875          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=11    2.2404     0.9208     0.018428        0.10107          0.35991               3.5138                0.13422        -9.6902    0.0028504

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.364280 seconds.
Elapsed time is 0.983321 seconds.
                    mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20         p25         p35        p50       p65        p75         p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    _______    ________    ________    _______    _______    ______    ________    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.55623     5.7937      10.416       -1154.6    7.7527           0    0.25117    0.74883    9.7904e-07       0        -37.275    -10.825    -4.1552    -2.4795    -1.4112    -0.60901    -0.16219    0.81157      1.418    2.1907      2.3947     2.4917     2.4917     2.7497    2.8882    3.3872    3.7432         33.567                   1               4.9666               0.46655                5.341             0.46376               0.63822              0.40812            -0.16926     -0.42081    -0.89196     -1.1867      -1.3544      -1.4367      -1.4707      -1.3926      -1.0965     -0.47013     -0.11985      0.22576      0.22576      0.53095      0.71847      0.94878       0.99489  
    cl_mt_pol_a    -1.1958     1.8374     -1.5366       -9.4538    48.497    0.072396    0.64724    0.28036    3.6896e-07       0        -7.1035    -5.7357    -4.4623    -3.8019    -3.2517     -2.7698     -2.3231     -1.684    -1.0507         0    0.054171    0.65223    0.65223    0.65223    1.2503    2.4464    3.6425         4.9666             0.46655               3.3761                     1               3.5374             0.96851                0.4127              0.83215           0.0063155     0.058662     0.23941     0.41058      0.56901      0.68317      0.77863      0.95337       1.1254       1.1974       1.1949       1.1181       1.1181       1.1181       1.0681       1.0165         1.002  
    cl_mt_coh       -1.205     1.9878     -1.6497       -9.6582    50.172           0     0.6472     0.3528    1.4413e-06       0        -7.7261    -5.9687    -4.7156    -4.0716    -3.4625     -2.8883     -2.3492    -1.7051    -1.0262     0.032     0.19202     0.7312     0.8011    0.83605    1.4102    2.6283    3.8116          5.341             0.46376               3.5374               0.96851               3.9513                   1               0.43749              0.81541           0.0071356     0.063519     0.25552     0.43469       0.6007      0.72039      0.82107      0.99944       1.1719       1.2354       1.2227       1.2042       1.1535       1.1279       1.0876       1.0228        1.0034  
    cl_mt_pol_c     1.1482    0.26991     0.23507     0.0028504     5.009           0          0          1    7.8266e-06       0        0.24333    0.47019    0.69886    0.83057     0.8956     0.95443      1.0087     1.0721     1.1569    1.1964      1.2981     1.3164     1.3879     1.4518    1.7241    1.8276     2.094        0.63822             0.40812               0.4127               0.83215              0.43749             0.81541              0.072853                    1          0.00030485    0.0037368    0.024445    0.062713     0.096271       0.1427      0.18156      0.27709      0.41848      0.57695      0.68182       0.7347      0.79488      0.88524      0.92099      0.99004       0.99939  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=12    1.5132     0.9645     0.042975        0.82905         0.073454               2.1138                0.13108        -15.54     0.011342

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.597713 seconds.
Elapsed time is 3.158058 seconds.
                    mean       sd       coefofvar      min        max        pYis0         pYls0       pYgr0     pYisMINY     pYisMAXY     p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    __________    __________    _____    __________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      25.173    0.18503    0.0073501     -13.084    25.612             0    4.7112e-28      1      8.5751e-49    0.024846    24.613    24.773    24.959    24.959    24.959    24.959    24.959    25.171    25.171    25.171    25.395    25.395    25.395    25.395    25.395    25.612    25.612        0.034235                  1              0.015324               0.31733             0.016121              0.3129             0.036957               0.96475         0.00093859    0.025489    0.25523      0.25523      0.25523      0.25523      0.25523      0.74098      0.74098      0.74098      0.97472      0.97472      0.97472      0.97472      0.97472         1             1     
    cl_mt_pol_a    47.932    0.26099    0.0054449     -13.949     47.94    1.7825e-12    1.7145e-14      1      2.8165e-48     0.99849    45.424     47.94     47.94     47.94     47.94     47.94     47.94     47.94     47.94     47.94     47.94     47.94     47.94     47.94     47.94     47.94     47.94        0.015324            0.31733              0.068114                     1             0.071855             0.98875             0.004103              0.075935         0.00090873           1          1            1            1            1            1            1            1            1            1            1            1            1            1         1             1     
    cl_mt_coh      50.088    0.27845    0.0055593     -14.265    50.168             0    1.8039e-14      1      2.2859e-48     0.10712    47.442    50.032    50.032    50.032    50.066    50.066    50.066    50.066      50.1      50.1    50.134    50.134    50.134    50.168    50.168    50.168    50.168        0.016121             0.3129              0.071855               0.98875             0.077537                   1            0.0043839              0.076044         0.00085838        0.13       0.13         0.13      0.40208      0.40208      0.40208      0.40208      0.68983      0.68983      0.89271      0.89271      0.89271            1            1         1             1     
    cl_mt_pol_c    3.3397    0.20703     0.061992    0.011342    3.9343             0             0      1      1.5158e-47    0.024846    2.9123    2.9123    3.0979    3.0979    3.0979    3.0979    3.0979    3.3239    3.3239    3.3239    3.5991    3.5991    3.5991    3.5991    3.5991    3.9343    3.9343        0.036957            0.96475              0.004103              0.075935            0.0043839            0.076044             0.042863                     1           0.022113    0.022113    0.23724      0.23724      0.23724      0.23724      0.23724       0.7211       0.7211       0.7211      0.97073      0.97073      0.97073      0.97073      0.97073         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=13    3.1694     0.96916    0.022137        0.26175          0.17886               3.0968                0.14975        -6.2952    0.019235

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.626459 seconds.
Elapsed time is 1.936174 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5         p10         p15         p20         p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15     fracByP20     fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _______    __________    _______    __________    __________    _______    ________    ________    ________    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      6.0488    0.52261    0.086399      -2427.4      12.7          0    2.4353e-07          1    4.4801e-15    5.5354e-53     4.0255        4.83      5.1346      5.4157      5.4276      5.4558     5.7129     5.7484    6.1623    6.3844    6.4342    6.5948    6.6443    6.6443    6.7966    6.9925      7.21        0.27312                   1               0.55457               0.9802              0.54927             0.94706               0.04589              0.47602           0.00063796      0.007615      0.059289      0.088087       0.15488       0.18302     0.28873      0.31834      0.49414      0.64341      0.72935      0.79767      0.91211      0.91211      0.97064      0.99176       0.99907  
    cl_mt_pol_a    1.4326     1.0826     0.75569      -6.1416    48.917    0.05177      0.022921    0.92531    1.1691e-15    1.0375e-51    -1.0654    -0.50652           0    0.023155    0.023155    0.023155    0.58515    0.58515    1.7092    2.2712    2.2712    2.8332    2.8332    2.8332    2.8332    3.3952    3.9572        0.55457              0.9802                 1.172                    1               1.1445             0.95262              0.073029              0.36569           -0.0009653    -0.0060397    -0.0093642    -0.0071871    -0.0071871    -0.0071871    0.051926     0.051926      0.34035      0.57044      0.57044      0.94171      0.94171      0.94171      0.94171      0.98919       0.99732  
    cl_mt_coh      1.5923     1.1098     0.69698      -6.2632    50.192          0      0.022917    0.97708    3.0157e-14    2.4953e-52    -1.0533    -0.43893    0.095588     0.13551     0.17543     0.21535    0.70995    0.78979     1.779    2.3534    2.4732    2.9678    3.0077    3.0476    3.0876    3.6221    4.2364        0.54927             0.94706                1.1445              0.95262               1.2316                   1               0.11187              0.54646          -0.00087078    -0.0050618    -0.0052557    -0.0011596     0.0043778     0.0096784    0.041094     0.075743      0.20306      0.37652      0.53806      0.66857      0.76479      0.86543      0.94436      0.97968       0.99741  
    cl_mt_pol_c    1.3109    0.18447     0.14072     0.019235    3.2693          0             0          1    4.4801e-15    5.5354e-53    0.87787     0.94961     0.97328      1.1067      1.1192      1.1441     1.2308     1.2669    1.2918    1.3065    1.3167    1.5246    1.5494    1.5743    1.7185    1.7185    1.7434        0.04589             0.47602              0.073029              0.36569              0.11187             0.54646              0.034028                    1            0.0012578      0.016217      0.040204      0.095951       0.12287       0.17744     0.21444      0.36404      0.51839       0.6006       0.7034      0.75776      0.83115      0.90656      0.99121      0.99121       0.99972  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=14    4.0532     0.95904    0.043714       0.092066          0.41888               9.8588                0.12429        -11.171    0.0098905

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.742493 seconds.
Elapsed time is 5.289462 seconds.
                    mean       sd       coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    __________    __________    _______    __________    __________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      7.5281    0.45377    0.060277     -4.3271e+05    7.7928             0    2.0344e-05    0.99998     9.979e-16    0.00032112    4.5104    5.6238    6.6899    7.0868    7.2815    7.4098    7.4988    7.6107    7.6962    7.7391    7.7569    7.7625    7.7722    7.7767    7.7807    7.7874    7.7916        0.20591                   1               4.0533               0.81788               4.2264             0.81679              0.18404               0.75671          0.00058175    0.0071221    0.041664     0.08688      0.13486      0.18306      0.23417      0.33945      0.49293      0.65012      0.74992      0.79517       0.8663      0.90975      0.95812      0.99268       0.99901  
    cl_mt_pol_a    35.275     10.922     0.30961         -10.898    47.906    2.6054e-05    5.1026e-05    0.99992    1.0297e-17      0.017971    2.4544    6.0426    13.219    18.004     22.19     25.18     28.17    33.553    38.935    42.523    44.318    44.916    46.112     46.71    47.308    47.906    47.906         4.0533             0.81788               119.28                     1               124.42             0.99905               5.4493               0.93089          6.0257e-05    0.0013747    0.013967    0.035364     0.066652     0.097719      0.13721      0.23554      0.39577      0.57982      0.70251      0.74891       0.8517      0.90892      0.97559            1             1  
    cl_mt_coh      36.953     11.403     0.30859         -11.139    50.159             0    5.1121e-05    0.99995    4.3222e-17      0.011535     2.689    6.4659    13.924     18.95    23.319     26.44    29.561    35.115    40.764     44.51    46.382    47.038    48.223    48.879    49.503    50.159    50.159         4.2264             0.81679               124.42               0.99905               130.03                   1                5.637                0.9223          4.1855e-05    0.0014147    0.012983    0.035683     0.067104     0.098265      0.13784      0.22442      0.38176      0.55702      0.67503      0.74926      0.80396      0.87234      0.93285            1             1  
    cl_mt_pol_c    2.8131    0.53599     0.19054       0.0098905    6.1655             0             0          1    2.3189e-14    0.00032112    1.2337    1.4493    1.8062    2.0414     2.201    2.3578    2.4886    2.6977     2.933    3.0899    3.1683    3.2009    3.2531    3.4009    3.5577    3.8448    4.9171        0.18404             0.75671               5.4493               0.93089                5.637              0.9223              0.28728                     1          0.00044629    0.0048867    0.028379    0.062953      0.10027      0.14399      0.18867      0.28073      0.43737      0.60271      0.70894       0.7587      0.82045      0.87507      0.93479      0.98936       0.99805  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=15    4.4156     0.95731    0.0073516       0.30447          0.38126               9.0312                0.12786        -18.144    0.015466

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.686799 seconds.
Elapsed time is 0.992943 seconds.
                    mean       sd       coefofvar        min         max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5         p10        p15        p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    ________    ________    _______    __________    __________    _______    ________    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.9265     41.909       14.32     -4.4764e+05    6.2911           0    0.043531    0.95647    3.1494e-11    4.2555e-25     -5.893    -0.63306     0.81735     1.1456     1.8487     2.2074    2.3913    2.7957    3.3359    3.6708    3.8044    3.8044    3.9275    4.0456     4.164    4.5226     4.831         1756.3                    1              2.5577               0.026398              2.5002             0.025588              0.19129              0.019658          -0.0058451     -0.013317     -0.012363      0.011022     0.050272    0.064527      0.11492      0.19345       0.3944      0.54395      0.73117      0.73117      0.80348      0.85878      0.93845      0.98443       0.99838  
    cl_mt_pol_a    3.2909     2.3119     0.70254         -17.702    49.635    0.080685      0.0438    0.87552     1.762e-12    7.2478e-24    -1.3211    -0.67445           0          0    0.62542    0.62542    1.3157     2.006    3.3865    4.0768    4.7671    5.4574    5.4574    6.1476    6.8379    8.9087     12.36         2.5577             0.026398              5.3451                      1               5.246              0.97323               0.3116               0.58046         -0.00049897    -0.0033624    -0.0038962    -0.0038962     0.011485    0.011485     0.043894     0.094874      0.26754      0.39306      0.54275      0.75039      0.75039      0.83895       0.8922      0.96823        0.9965  
    cl_mt_coh      3.4603     2.3315     0.67379         -18.112    50.164           0    0.014508    0.98549    2.2814e-12    4.4606e-24    -1.3253    -0.59702    0.098328    0.16366    0.76076    0.79368     1.489    2.1844    3.5751    4.2704    4.9658    5.6282    5.6611    6.3236    7.0518    9.1379    12.615         2.5002             0.025588               5.246                0.97323               5.436                    1              0.30991               0.57247         -0.00048382    -0.0029761    -0.0020354     0.0011411    0.0078867    0.019301     0.053777      0.10616      0.27945      0.40399      0.55178      0.63004      0.75602      0.78932      0.89497      0.96915       0.99661  
    cl_mt_pol_c     1.303    0.23219      0.1782        0.015466    4.2274           0           0          1    1.3689e-09    4.2555e-25    0.55148     0.63031       1.092     1.1625     1.1671     1.1721    1.1823    1.1924    1.2026     1.363    1.4384    1.4536    1.4637     1.479    1.8979    1.9131    1.9385        0.19129             0.019658              0.3116                0.58046             0.30991              0.57247             0.053912                     1           0.0011373     0.0048257      0.031339       0.08587      0.12588     0.16555      0.25054      0.34853      0.46436      0.61044      0.69549      0.75841      0.80706      0.86318      0.94872      0.98776       0.99883  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=16    4.7371     0.95605    0.015001        0.86055          0.49894               6.3187                0.12747        -9.3781    0.0089255

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.806197 seconds.
Elapsed time is 1.178065 seconds.
                    mean        sd      coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20         p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ___________    ______    __________    __________    _______    __________    ________    _______    _______    _______    _______    _______    _______    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -9.0753    908.63     -100.12     -1.2478e+07    5.2362             0       0.24488    0.75512      1.03e-10    0.021033    -893.12    -174.26    -47.109    -17.368    -6.1384    -2.0086    0.0061784    2.1189     3.439    4.0972    4.6032    4.7372     4.978    5.0799    5.0799    5.2362    5.2362       8.2561e+05                  1              312.43               0.033562              314.89             0.03332               16.389               0.010225            0.34272      0.63894      1.0375      1.2265       1.2841       1.3051       1.3085       1.2933       1.2284       1.1845       1.1326       1.1064       1.0819       1.0153       1.0153         1             1     
    cl_mt_pol_a     36.436    10.245     0.28118         -9.1494    49.261    9.0978e-09    5.1658e-08          1     4.661e-12     0.11871      6.281     11.654     14.638     20.608     24.786     27.771       30.159    34.337    38.516    41.501    44.485    46.276    48.067    49.261    49.261    49.261    49.261           312.43           0.033562              104.96                      1              106.16             0.99623               8.7426                0.48376         0.00031907    0.0027964    0.019549    0.045283     0.077908      0.11304      0.15032      0.24449       0.4524      0.56028      0.67382      0.74281      0.81409            1            1         1             1     
    cl_mt_coh       37.118    10.401     0.28021         -9.3461    50.163             0     5.466e-08          1    4.0403e-12    0.058078     6.5056     11.959     15.021     20.982     25.256     28.318       30.774    35.016    39.224    42.286    45.316    47.134    48.919    50.098    50.163    50.163    50.163           314.89            0.03332              106.16                0.99623              108.18                   1                8.721                0.47534         0.00017158    0.0025417    0.019694    0.042474     0.073836      0.10966      0.15073      0.24493      0.41126      0.56065      0.67412      0.74305      0.80249      0.87186            1         1             1     
    cl_mt_pol_c     1.8244     1.764     0.96687       0.0089255    12.468             0             0          1    8.2342e-10    0.021033    0.23709    0.36245    0.84053    0.97731     1.0465     1.1002        1.136    1.1987    1.3066    1.8225     1.921    1.9568    2.1721    3.4377    3.4377    12.468    12.468           16.389           0.010225              8.7426                0.48376               8.721             0.47534               3.1116                      1         0.00011644    0.0042287     0.01685    0.041797     0.070625        0.103        0.132      0.23497      0.29526      0.41632      0.52613      0.57768      0.63491      0.83984      0.83984         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=17    4.4046     0.88534    0.013048        0.51105          0.12474               7.5388                0.10799        -17.978    0.028375

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.455669 seconds.
Elapsed time is 5.293264 seconds.
                     mean        sd      coefofvar      min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35         p50        p65        p75         p80         p85        p90        p95         p99        p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    ______    _________    ________    ______    ________    _______    ________    __________    ________    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    ________    ________    _______    _______    ________    ________    ________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.65079    57.808     -88.827       -54334    2.5087           0    0.43254     0.56746    5.8965e-09       0        -32.972    -10.511    -4.5361    -3.1189    -2.1558    -1.4784    -1.0418    -0.28863    0.28632    0.72646      1.0388      1.0436     1.2251     1.2765      1.2974      1.4389      1.5306         3341.7                    1              4.4788               0.051499              5.0792             0.053383               0.4985              0.035443            0.27505      0.52878     0.90683      1.1945       1.4027        1.528        1.633       1.7359       1.7339       1.6104       1.4165       1.3833       1.3015       1.2043       1.1034       1.0076          1     
    cl_mt_pol_a     -1.9425    1.5044    -0.77447       -17.54    47.987    0.081433    0.82325    0.095317    2.6903e-10       0        -6.4508    -5.5832    -4.4137    -3.8492     -3.705    -3.1378     -3.079     -2.4998    -1.8269    -1.2009    -0.58578    -0.57481          0          0    0.056034    0.056034    0.056034         4.4788             0.051499              2.2633                      1                2.47              0.99751              0.22559                0.6163          0.0036439     0.041044     0.15772     0.25862      0.39733       0.4875      0.59543      0.66975       0.8816       0.9632      0.98111       1.0027       1.0027       1.0027            1            1          1     
    cl_mt_coh       -2.0051    1.6459    -0.82085      -17.946    50.138           0    0.82323     0.17677    1.1243e-09       0        -6.7947    -6.0479    -4.6872    -4.0201    -3.9669    -3.2998    -3.2733     -2.6062     -1.886    -1.1923    -0.52522    -0.49866    0.11167    0.13823       0.195       0.195       0.195         5.0792             0.053383                2.47                0.99751               2.709                    1              0.24926               0.62244          0.0040636     0.042725     0.16271     0.26719      0.41039       0.5013      0.61291      0.68754       0.9008      0.97944       0.9952       1.0134       1.0116       1.0083            1            1          1     
    cl_mt_pol_c      1.0961    0.2433     0.22197     0.028375    4.3991           0          0           1    2.4863e-07       0         0.4132    0.54842    0.68364    0.79554    0.85372    0.88647    0.93076     0.99837     1.1008     1.2012      1.2633       1.264     1.3524     1.4408      1.5145      1.5712      1.9532         0.4985             0.035443             0.22559                 0.6163             0.24926              0.62244             0.059197                     1         0.00074636    0.0066356    0.028656     0.07068      0.10331      0.14509       0.1896      0.28831      0.42786      0.58618      0.69991      0.75829      0.80591      0.87093      0.93195      0.99431          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=18    2.7668     0.88619     0.04274        0.59244          0.42412               5.7481                0.12692        -5.7654    0.014962

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.503663 seconds.
Elapsed time is 0.585915 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15         p20         p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80     fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    ________    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    ___________

    cl_mt_val      0.5126     5.0382      9.8287      -951.38    4.5973           0    0.24566    0.75434    9.7541e-07    1.4843e-12    -29.994    -10.354    -4.6914     -2.7841     -1.5086    -0.43603    0.12358    0.76124     1.446    1.7549      2.18     2.381    2.5079    2.7971    3.1416    3.5607    3.9185         25.383                   1               5.9377               0.40105               5.9756              0.3857               1.0821               0.44081             -0.1555      -0.40905     -0.96669      -1.3248      -1.4744      -1.5534      -1.5532     -1.4362     -0.89412     -0.67412      -0.3274     0.00059087     0.14033      0.37907      0.67703       0.9274       0.99227  
    cl_mt_pol_a    2.6313     2.9386      1.1168      -5.6248    47.951    0.072696    0.13621    0.79109    8.5469e-08    5.3194e-12    -2.5913     -1.618    -1.1014    -0.58478           0           0    0.47373     1.5651    2.1109    2.6566     3.748    4.2937    4.8394    6.4765    8.6594    12.479    17.936         5.9377             0.40105               8.6355                     1               8.8222             0.97628               1.2595               0.87958          -0.0016046    -0.0087136    -0.028215    -0.045729    -0.048906    -0.048906    -0.039675    0.032293      0.10874       0.2661      0.44127        0.49811     0.54483       0.6639      0.80135      0.95882       0.99332  
    cl_mt_coh      2.8706     3.0751      1.0712      -5.7334    50.162           0    0.11978    0.88022     1.857e-07    2.4128e-12    -2.7904    -1.6523    -1.0833    -0.51425    0.097228     0.16246    0.65643     1.7293    2.3635    2.9326    4.0054    4.5744    5.2087    6.9158     9.192    13.143    18.833         5.9756              0.3857               8.8222               0.97628               9.4561                   1               1.2597               0.84074          -0.0011513    -0.0082727    -0.026363    -0.041231    -0.042638    -0.039738    -0.028512    0.013011      0.12472      0.28244      0.39742        0.46903     0.55801      0.67433      0.80792      0.95206       0.99279  
    cl_mt_pol_c    1.3848    0.48726     0.35187     0.014962    7.2512           0          0          1    6.8116e-06    1.4843e-12    0.22192     0.3501    0.55649     0.96039     0.99957      1.0721     1.0924      1.139    1.1857    1.7547    1.8247    1.9294    1.9527    1.9993    2.1045    2.7967    3.0999         1.0821             0.44081               1.2595               0.87958               1.2597             0.84074              0.23743                     1          0.00016894     0.0038791     0.015676     0.052747     0.083637       0.1249      0.16125     0.26173      0.42558       0.5503      0.63086        0.72984     0.78131      0.84378      0.91742      0.97919       0.99769  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=19    3.9577     0.87059    0.049529        0.58614          0.32951               5.6662                0.12155        -14.608    0.024574

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.621139 seconds.
Elapsed time is 0.678429 seconds.
                    mean        sd       coefofvar      min        max       pYis0      pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10          p15         p20         p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    ________    _______    __________    __________    _______    _______    ________    _________    _________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.17308     65.712      379.66       -19482    2.5809          0     0.17467    0.82533    1.5792e-07    1.2317e-20    -21.921    -6.5945     -2.2492      -1.0274    -0.061489    0.010559    0.45642    0.80878     1.264     1.535    1.6354    1.7388    1.8144    1.9428    2.0458    2.2144    2.3564         4318.1                    1              8.7708               0.054606              10.032             0.059389              1.0407               0.040479            -3.2044       -3.6852      -4.4913      -4.9206      -5.0771      -5.0786       -4.9518     -4.6667      -3.5681      -2.1215      -1.6746      -1.0841     -0.60373     -0.074029     0.41358      0.88228       0.98731  
    cl_mt_pol_a     2.4579     2.4443     0.99446      -14.252     47.64    0.11891      0.1094    0.77169    1.1252e-08    4.5093e-20    -3.0319    -1.3256    -0.68068    -0.092866            0           0    0.52892     1.1571    2.4134    3.0415    3.6697    4.2978     4.926    5.5541    7.4386    9.3231     13.72         8.7708             0.054606              5.9745                      1              6.1549              0.97954             0.79989                0.83639         -0.0021127    -0.0090417    -0.023034    -0.025227    -0.025227    -0.025227    -0.0064348     0.03366       0.1804        0.292      0.48592      0.57905       0.6539       0.71648      0.8588      0.95965       0.99497  
    cl_mt_coh       2.7055     2.5707     0.95018      -14.576    50.156          0    0.065934    0.93407    3.5588e-08    2.0261e-20    -3.2449    -1.3289    -0.60783     0.051432      0.12469     0.15559     0.6798     1.3391    2.6267    3.3478     4.007    4.6045    5.2638    5.9848    7.8699    9.9404    14.524         10.032             0.059389              6.1549                0.97954              6.6083                    1             0.82149                0.81675         -0.0020588    -0.0085411    -0.020523    -0.019992    -0.017408    -0.014349    -0.0025408    0.030707      0.13247      0.30879      0.49989      0.52129      0.60839       0.72538     0.82682      0.96111       0.99448  
    cl_mt_pol_c     1.3989    0.39126      0.2797     0.024574    6.2609          0           0          1    3.2532e-06    1.2317e-20    0.40012    0.54302     0.71862       1.0475       1.1517      1.1517     1.1779     1.2401    1.3335    1.4668    1.6111    1.6733    1.7666    1.9927    2.1172    2.4475     2.737         1.0407             0.040479             0.79989                0.83639             0.82149              0.81675             0.15309                      1         0.00042481     0.0041309      0.02648     0.063376      0.13924      0.13924       0.17839     0.27433      0.45216      0.54551      0.66586      0.72625      0.77919       0.84894     0.92719      0.98168       0.99841  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=20    1.7446     0.94032    0.0052814       0.60769          0.17501               8.8274                0.12812        -17.338    0.017696

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.322347 seconds.
Elapsed time is 0.434399 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1          p1           p5           p10          p15          p20         p25         p35        p50        p65        p75        p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    _______    __________    _______    __________    ________    _________    _________    _________    _________    _________    _________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        3.0819    0.58503     0.18983      -23.638    11.814          0    5.0217e-05    0.99995    5.2922e-09       0           1.3425       1.3501       2.2212       2.2254        2.396       2.3991      2.9802      3.104      3.104      3.104     3.3961     3.7202     3.7202     3.7202     3.9763    4.5323    5.0535         0.34226                  1               0.10402              0.61256              0.087134            0.50346               0.16091              0.92968           0.0037988    0.0055464     0.061854     0.086689      0.13842      0.15702      0.25332     0.64502      0.64502      0.64502      0.69617      0.91967      0.91967      0.91967      0.95938      0.98721       0.99911  
    cl_mt_pol_a    0.042925    0.29027      6.7623      -16.915    47.687    0.65164       0.23896     0.1094    5.8879e-10       0         -0.15217     -0.14852     -0.14505     -0.14505     -0.14173     -0.14173           0          0          0          0          0          0          0    0.52446    0.52446     1.208     2.575         0.10402            0.61256              0.084259                    1              0.077787            0.90584              0.037187              0.43303           -0.035118     -0.13913     -0.35102     -0.35102     -0.80795     -0.80795     -0.80795    -0.80795     -0.80795     -0.80795     -0.80795     -0.80795     -0.80795        0.297        0.297      0.63759       0.92639  
    cl_mt_coh       0.18574    0.29583      1.5927      -17.306    50.164          0       0.09393    0.90607    5.5488e-10       0        -0.094895    -0.061898    -0.028901    0.0040966    0.0040966    0.0040966    0.064997    0.13099    0.16399    0.16399    0.16399    0.16399    0.16399    0.62522    0.69122    1.3783    2.7526        0.087134            0.50346              0.077787              0.90584              0.087516                  1              0.035917              0.41038          -0.0050656    -0.012509    -0.022735    -0.019536    -0.019536    -0.019536    -0.014433     0.14425      0.49378      0.49378      0.49378      0.49378      0.49378      0.52903      0.82173      0.91039        0.9822  
    cl_mt_pol_c      1.2765    0.29585     0.23176     0.017696    4.7233          0             0          1    2.3178e-07       0          0.62233      0.62564      0.87322      0.87654       1.0331       1.0364      1.0807     1.2406     1.2406     1.2406     1.4186     1.7265     1.7265     1.7265     1.7293    1.8784    1.9341         0.16091            0.92968              0.037187              0.43303              0.035917            0.41038              0.087525                    1           0.0042988    0.0062542     0.060003     0.083621      0.13644      0.15584      0.23406     0.61254      0.61254      0.61254      0.66767      0.92092      0.92092      0.92092      0.96255      0.99083       0.99878  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=21    3.8027     0.95501    0.035255        0.65819          0.30987               9.2423                0.11439        -6.2815    0.0037819

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.691244 seconds.
Elapsed time is 2.326945 seconds.
                    mean       sd       coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    __________    __________    _______    __________    __________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      6.5349     1.3192     0.20187     -2.1951e+06    7.5814             0     0.0050894    0.99491    2.6805e-67    0.00016039    -3.2441    0.85299    4.3933    5.3212    5.7385    6.0953    6.3279    6.6528    6.9607     7.155    7.2418    7.2728    7.3079    7.3425    7.3963    7.4982    7.5625         1.7403                   1               10.495               0.75321                10.81              0.7493              0.45725               0.71765           -0.0013407    -0.0018119     0.018659    0.059872     0.099128      0.14627      0.19286      0.29251      0.45009      0.61967      0.73127       0.7797      0.83462      0.89128      0.94539      0.98863       0.99944  
    cl_mt_pol_a    24.136     10.563     0.43763         -6.1283    48.297    0.00076923    0.00049363    0.99874    1.9438e-69     0.0014167          0      1.144    6.1367    8.9105    11.129    13.903    16.122    20.005    25.553    29.991    32.764    34.429    35.538    36.093    38.312    43.859    48.297         10.495             0.75321               111.57                     1               115.38             0.99884               4.6779               0.91693          -1.5175e-05    0.00028262    0.0083003    0.024957     0.043862     0.074489      0.10584      0.17772      0.32583      0.49282      0.62464      0.71658       0.7865      0.84543      0.91621      0.98116             1  
    cl_mt_coh      25.117     10.936     0.43539         -6.2495    50.146             0    0.00049385    0.99951    2.8425e-69    0.00088142    0.14642     1.2736    6.4137    9.3424    11.668    14.483    16.808    20.857      26.6    31.194    34.066     35.76    36.909    37.512    39.809    45.552    50.118          10.81              0.7493               115.38               0.99884               119.59                   1                4.796               0.90802          -8.8496e-06    0.00023053    0.0066665     0.02297     0.044454     0.069099      0.10141       0.1787      0.32685      0.49372      0.62536      0.69727      0.76444      0.84576      0.91641      0.98121       0.99824  
    cl_mt_pol_c    2.1287    0.48299      0.2269       0.0037819    5.6384             0             0          1    6.8863e-67    0.00016039    0.63827     1.1461    1.3495    1.4864    1.5959    1.7133    1.8039     1.948    2.1435    2.3078    2.3978    2.4447    2.6253    2.8013    2.9969    3.2068    3.8254        0.45725             0.71765               4.6779               0.91693                4.796             0.90802              0.23328                     1            0.0010122     0.0044208     0.027981    0.062987     0.097891      0.14023      0.17808      0.26623      0.41476      0.57059      0.67868      0.73593      0.79945       0.8607       0.9269      0.98559       0.99907  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=22    4.3631     0.9632     0.030746       0.011445          0.13045               6.7117                0.10512        -17.477    0.0051577

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.675700 seconds.
Elapsed time is 4.652626 seconds.
                    mean       sd       coefofvar        min         max       pYis0       pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1         p1          p5         p10         p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1       fracByP5      fracByP10     fracByP15      fracByP20     fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    _______    __________    _______    __________    __________    ________    ________    ________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    ___________    __________    __________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      5.8681     1.2815     0.21839     -1.4669e+07    7.8131          0    7.7433e-28          1    4.2612e-34    3.8495e-56        3.71      3.9733      4.1125      4.1249     4.2381     4.2427     4.3156      4.446    6.6946    6.9244    6.9902    7.0312    7.0507    7.0835    7.1073    7.1201     7.155         1.6424                   1               10.869               0.98892               11.205             0.98881               0.34303              0.86929           0.00077535      0.0099916        0.04325      0.074979       0.13075        0.15033       0.18874      0.26347     0.41605      0.59234      0.70096      0.78405      0.82344      0.89661      0.97209      0.99315       0.99961  
    cl_mt_pol_a    10.556      8.576     0.81244         -17.051    48.509    0.11905       0.12044    0.76051     3.296e-35    3.0515e-54    -0.25213    -0.24739    -0.24282    -0.23842          0          0    0.41238    0.41238     14.44     17.78    18.448    19.116    19.784    19.784    20.452    20.452     21.12         10.869             0.98892               73.548                     1               75.819             0.99985                2.2877              0.86633          -0.00013464    -0.00051953     -0.0013647    -0.0027571    -0.0027571     -0.0027571     0.0021912    0.0021912     0.14993      0.44994      0.56049      0.68949      0.83432      0.83432      0.99059      0.99059       0.99945  
    cl_mt_coh      10.995     8.8422     0.80417         -17.445    50.135          0       0.12043    0.87957     1.455e-34     1.563e-54    -0.20585    -0.18021    -0.15457    -0.12893    0.10892    0.13456    0.50833    0.55961    14.993    18.385     19.15    19.813    20.476    20.527     21.19    21.216    21.904         11.205             0.98881               75.819               0.99985               78.185                   1                2.3653              0.86873          -0.00010696     -0.0003761    -0.00089255    -0.0016154    -0.0011052    -0.00035952    0.00069677     0.005873     0.14022      0.36553      0.56244      0.62507      0.71723      0.83507      0.91094      0.99064       0.99945  
    cl_mt_pol_c    1.6036    0.30792     0.19202       0.0051577    3.3656          0             0          1     1.871e-32    3.8495e-56      0.8361      1.0169      1.1287      1.2465     1.2672     1.2776     1.2798      1.467     1.629    1.7933    1.8549    1.8755     1.896    2.0261    2.1288    2.1699     2.211        0.34303             0.86929               2.2877               0.86633               2.3653             0.86873              0.094812                    1           0.00063837      0.0092506       0.036327      0.081961        0.1438        0.16416       0.21943      0.29507     0.41803      0.59605      0.72409      0.77614      0.83104      0.86875      0.94886      0.99707       0.99853  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=23    2.4682     0.89633    0.0092362       0.13176          0.28296               7.9962                0.12862        -19.003    0.0033453

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.366494 seconds.
Elapsed time is 0.888178 seconds.
                    mean        sd       coefofvar       min        max       pYis0      pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65        p75         p80         p85        p90         p95         p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    _______    _______    ________    __________    ________    ________    _______    _______    _______    _______    _______    _______    _______    ________    _______    ________    ________    _______    _______    _________    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -8.2862     97.682     -11.789       -2934.7    5.4508          0    0.46761     0.53239    5.1251e-06       0         -1911.7    -73.362     -13.48    -8.1385    -5.1543    -3.3482    -3.0586    -1.6514    0.033372    0.72182      1.2324      1.3298     1.6311      1.636       1.8997     2.1453    2.3781         9541.7                   1               66.101               0.34455               82.139             0.38519                5.7047              0.18948             0.30002      0.76782     0.89698     0.95252      0.98936       1.0173       1.0338       1.0567       1.0674       1.0601       1.0472       1.0391       1.0245       1.0202       1.0115       1.0024        1.0002  
    cl_mt_pol_a    -2.2803      1.964     -0.8613        -18.54    47.449    0.10887    0.82817    0.062965    1.2672e-07       0         -13.718    -7.4794    -5.6078    -4.9839    -4.3601     -3.824    -3.7362    -3.1123     -1.9084    -1.2407    -0.63133    -0.61684          0          0    0.0078672    0.70554    1.4032         66.101             0.34455               3.8574                     1               4.1579             0.96977               0.48574              0.80243           0.0077028     0.050134     0.18391     0.28423      0.42447      0.48239      0.55888       0.6894      0.85336      0.97409      0.98912       1.0087       1.0087       1.0087       1.0086        1.003        1.0007  
    cl_mt_coh       -2.395      2.183    -0.91151       -18.971    50.165          0    0.82815     0.17185    5.4864e-07       0         -15.318    -8.2768    -6.1644    -5.4603    -4.7562    -4.0853    -4.0521     -3.348     -1.9729    -1.2357     -0.5647    -0.53154    0.13148    0.16464      0.16464    0.87669    1.5808         82.139             0.38519               4.1579               0.96977               4.7656                   1               0.57023               0.8475           0.0078377     0.052369     0.19135     0.29495      0.43906      0.49797      0.57659      0.70919      0.87248      0.98971       1.0027       1.0188       1.0163       1.0113       1.0113       1.0031        1.0007  
    cl_mt_pol_c     1.0244    0.30821     0.30088     0.0033453    5.4384          0          0           1    0.00021767       0        0.074053    0.27081    0.52618    0.65874    0.73899     0.7776    0.84002     0.9274      1.0368     1.1402      1.1788      1.2195     1.2275     1.3393       1.4698     1.8714    1.9302         5.7047             0.18948              0.48574               0.80243              0.57023              0.8475              0.094995                    1          5.7137e-05    0.0024115    0.019492    0.057961      0.09355      0.11944      0.16141      0.25146      0.39212      0.57789      0.66833      0.74259      0.78141      0.84441      0.91323      0.98536       0.99926  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=24    1.3887     0.96751    0.007836        0.61367          0.35398               4.4798                0.14496        -9.8879    0.014896

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.377935 seconds.
Elapsed time is 0.531760 seconds.
                    mean       sd       coefofvar      min        max       pYis0      pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1           p5           p10         p15        p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _______    ________    _______    __________    __________    _______    ________    __________    _________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      5.6293     2.3387     0.41544      -8.7366    21.507          0    0.012402     0.9876    2.2508e-05    5.1363e-16    -5.8908    -0.80416        2.1212       2.3472     3.6706     4.1138     4.1138    4.7784    5.6561     6.287    7.0713    7.4105    7.7417    8.4898    9.5076    11.118    13.035         5.4693                   1               5.4444               0.90317               5.1718             0.84639              0.72445               0.85003          -0.0012325    -0.0054853    0.0072875      0.02586     0.058025      0.14358      0.14358     0.21406      0.34596      0.51492      0.64163      0.70869      0.75683      0.82624      0.90957      0.97897       0.99762  
    cl_mt_pol_a    2.2148     2.5776      1.1638      -9.6467    49.611    0.14064     0.10532    0.75404    1.3033e-05    1.6881e-15    -7.0555     -2.2313      -0.10166    -0.096332          0          0    0.49691    1.1033    1.7096     2.316    2.9223    3.5287     4.135    5.3477    7.7731    10.805    15.049         5.4444             0.90317               6.6439                     1               6.5489             0.97242              0.70976               0.75562          -0.0037911        -0.018    -0.026658    -0.028983    -0.028983    -0.028983    -0.014842     0.04391      0.13341      0.30531      0.39142      0.46673      0.53327      0.64387      0.80681      0.94521       0.99243  
    cl_mt_coh      2.3687     2.6128       1.103      -9.8559    50.186          0    0.052749    0.94725    1.2438e-05    6.0321e-16    -7.8691     -2.3692    -0.0015219     0.075253    0.10877    0.18555    0.57119    1.2591    1.8702    2.5197    3.1308    3.7035     4.353    5.5752    7.9428    11.075    15.353         5.1718             0.84639               6.5489               0.97242               6.8267                   1              0.70252               0.73782          -0.0041695     -0.018081    -0.025007    -0.023303    -0.021932    -0.015254    -0.013514    0.041423      0.12253       0.3276      0.41268         0.46      0.55136      0.65856      0.79238       0.9478        0.9928  
    cl_mt_pol_c    1.2959    0.36442     0.28122     0.014896    4.7039          0           0          1    0.00054011    5.1363e-16    0.38928      0.5174       0.56815      0.90794     1.0747     1.1243     1.1243     1.133    1.1425    1.6049    1.6192    1.6429    1.7536    1.7678    1.8011    1.9697    2.3443        0.72445             0.85003              0.70976               0.75562              0.70252             0.73782               0.1328                     1          0.00019715     0.0035533     0.021343     0.048799     0.097054      0.18948      0.18948     0.27308      0.41483       0.5597      0.66436      0.72895      0.79832      0.87058       0.9296      0.98249       0.99805  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=25    2.8355     0.93278     0.03448        0.93177          0.41326               5.223                 0.12647        -16.169    0.027403

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.523826 seconds.
Elapsed time is 2.625137 seconds.
                    mean        sd      coefofvar      min        max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25         p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    __________    __________    _______    __________    ________    _______    _______    _______    _______    _______    _______    ________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.98014    10.991      11.214      -602.83    7.6342             0       0.41661    0.58339    5.2953e-06    0.029616    -49.259    -10.628    -6.9581    -6.9581    -6.9581    -6.9581    -0.15069    -0.15069    2.6923    4.9306    6.1461    6.4643    6.9316    7.1664    7.1816    7.6342    7.6342         120.81                   1               55.639               0.43963               57.368             0.43813               7.8785               0.27602             -0.28486     -0.58263     -1.8441     -1.8441      -1.8441      -1.8441      -1.9992      -1.9992      -1.6176      -1.3491     -0.75977     -0.43533     -0.097861     0.41013      0.73693         1             1     
    cl_mt_pol_a      26.07    11.515     0.44168      -15.774    48.333    0.00044819    0.00081528    0.99874    1.5089e-07    0.075877          0     16.352     16.352     16.352     16.352     16.352      16.352      16.352    22.879    26.142    33.974    38.543    44.417    47.681    48.333    48.333    48.333         55.639             0.43963               132.58                     1               137.01             0.99877                20.28                0.6782          -0.00016909      0.23612     0.23612     0.23612      0.23612      0.23612      0.23612      0.23612      0.42294      0.46985      0.58252      0.64832       0.73442     0.85932            1         1             1     
    cl_mt_coh       27.099    11.913     0.43961      -16.137    50.162             0    0.00082271    0.99918    4.5589e-07    0.031531    0.12942      16.98     17.013     17.013     17.045     17.045      17.078      17.078    23.732     27.14    35.275    40.034    46.046    49.454    50.129    50.162    50.162         57.368             0.43813               137.01               0.99877               141.92                   1                20.76               0.67104          -0.00017584     0.020461    0.063501    0.063501      0.13858      0.13858       0.2368       0.2368      0.33352      0.46386      0.57945      0.64906       0.72778     0.82414      0.94163         1             1     
    cl_mt_pol_c     2.1788    2.5969      1.1919     0.027403    15.368             0             0          1    4.3889e-05    0.029616    0.45054    0.57862    0.64551    0.64551    0.64551    0.64551      1.0144      1.0144    1.2394    2.1846    2.6432    2.8233    3.1833    4.1286    4.1511    15.368    15.368         7.8785             0.27602                20.28                0.6782                20.76             0.67104                6.744                     1           0.00022512    0.0070916     0.05943     0.05943      0.05943      0.05943      0.14098      0.14098      0.22803      0.31995      0.43268      0.49789       0.56571     0.68823      0.77321         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=26    4.9911     0.9522     0.027332        0.39076          0.29903               5.1148                0.10457        -8.9621    0.0020917

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.542741 seconds.
Elapsed time is 2.176291 seconds.
                    mean       sd       coefofvar        min         max       pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5        p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1       fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    ________    _________    _______    __________    __________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.8822     527.47      135.87     -1.2389e+10    5.1419           0    0.0027655    0.99723    1.6198e-16    3.1287e-14    -0.37103    0.95511     2.0987    2.8559    3.2402    3.4523    3.6771    3.9323    4.1678    4.3361    4.4158    4.4492    4.4809    4.5111    4.5694    4.6667    4.7831       2.7822e+05                  1              3.2098               0.001314              3.2663            0.0013015              0.13276             0.0011485         -0.00059919      0.0018758      0.018713     0.054162    0.092771      0.13806      0.18127      0.29345      0.44887      0.60091      0.72458      0.77585       0.8297      0.88416      0.95126       0.9894       0.99893  
    cl_mt_pol_a    8.3012      4.631     0.55788         -8.7435     48.67    0.011478    0.0062369    0.98229    2.9337e-17    3.9137e-13     -1.0326          0    0.64667     1.818    2.4036    3.5749    4.7462    6.5031    8.8457    10.603     12.36    12.945    13.531    14.117    14.702    17.045    20.559           3.2098           0.001314              21.446                      1              21.926              0.99508              0.81592               0.80398         -0.00020871    -0.00049513     0.0017615     0.011491    0.019571     0.043204     0.078298      0.15288      0.29674      0.44311      0.62675      0.69729      0.77425       0.8759      0.91748      0.98041       0.99771  
    cl_mt_coh      8.6377      4.758     0.55084         -8.9301    50.134           0     0.006235    0.99377     8.011e-17    1.5946e-13     -1.0068    0.10839    0.74727    1.9251    2.6032     3.781    4.9589    6.7384    9.1704    11.026     12.78    13.407    14.009    14.611    15.238    17.645    21.254           3.2663          0.0013015              21.926                0.99508              22.639                    1              0.84424               0.80968         -0.00019922    -0.00036021    0.00088775    0.0072975    0.021226     0.039835     0.066752      0.13034      0.26974      0.44571      0.58118      0.67025      0.74424      0.83537      0.91799      0.98055       0.99773  
    cl_mt_pol_c    1.5074    0.21914     0.14538       0.0020917    4.5113           0            0          1    9.2627e-16    3.1287e-14     0.68636    0.80008     1.2181    1.2661    1.3141    1.3567    1.3861    1.4341    1.5008    1.5622    1.5968    1.6422    1.6903    1.7249    1.8099    2.2199    2.3159          0.13276          0.0011485             0.81592                0.80398             0.84424              0.80968             0.048023                     1          0.00046326      0.0067251      0.041634     0.077842     0.12117      0.16451      0.21398      0.30435      0.45206      0.60476      0.71189      0.76049       0.8243      0.87531      0.93062      0.98565       0.99853  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=27    2.9373     0.9631     0.056875        0.7467           0.10138                7.69                 0.14054        -5.3759    0.015891

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.737459 seconds.
Elapsed time is 2.167393 seconds.
                    mean        sd       coefofvar      min       max        pYis0         pYls0       pYgr0     pYisMINY     pYisMAXY     p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ________    _________    _______    ______    __________    __________    _____    __________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      12.995    0.017181    0.0013222    -62.659     13.03             0    7.2837e-21      1      6.3117e-33    0.020437    12.959    12.959    12.976    12.976    12.976    12.976    12.995    12.995    12.995    12.995    12.995    13.013    13.013    13.013    13.013     13.03     13.03       0.00029518                 1             0.0018592               0.53904            0.0019937             0.53105            0.0034239               0.85775          0.020817     0.020817    0.24786      0.24786      0.24786      0.24786      0.75183      0.75183      0.75183      0.75183      0.75183       0.9795       0.9795       0.9795       0.9795         1             1     
    cl_mt_pol_a    47.306     0.20075    0.0042437    -5.2448    47.309    1.6012e-14    8.6916e-16      1      4.3316e-35     0.99936    47.309    47.309    47.309    47.309    47.309    47.309    47.309    47.309    47.309    47.309    47.309    47.309    47.309    47.309    47.309    47.309    47.309        0.0018592           0.53904              0.040302                     1              0.04341             0.98957            0.0032054              0.068722                 1            1          1            1            1            1            1            1            1            1            1            1            1            1            1         1             1     
    cl_mt_coh      50.154     0.21851    0.0043569    -5.3439     50.18             0    9.3012e-16      1      8.9788e-34     0.56057    50.032    50.069    50.106    50.106    50.143    50.143    50.143    50.143     50.18     50.18     50.18     50.18     50.18     50.18     50.18     50.18     50.18        0.0019937           0.53105               0.04341               0.98957             0.047749                   1            0.0034801              0.068548         0.0044373     0.033972    0.14762      0.14762      0.43914      0.43914      0.43914      0.43914            1            1            1            1            1            1            1         1             1     
    cl_mt_pol_c    3.9704     0.23234     0.058517    0.13486    4.6804             0             0      1      6.3117e-33    0.020437     3.488     3.488    3.6928    3.6928    3.6928    3.6928    3.9502    3.9502    3.9502    3.9502    3.9502    4.2737    4.2737    4.2737    4.2737    4.6804    4.6804        0.0034239           0.85775             0.0032054              0.068722            0.0034801            0.068548              0.05398                     1          0.018087     0.018087    0.22964      0.22964      0.22964      0.22964      0.73121      0.73121      0.73121      0.73121      0.73121      0.97591      0.97591      0.97591      0.97591         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=28    3.9213     0.88887    0.043174        0.21062         0.092066               7.9741                0.10796        -9.1931    0.016243

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.384346 seconds.
Elapsed time is 4.853739 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0       pYgr0        pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65         p75        p80        p85        p90          p95         p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    _______    ________    _________    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -1.7231     3.1366     -1.8204      -1169.6    3.0221           0    0.70098       0.29902    3.2681e-07       0        -20.898    -11.899    -8.0349    -5.5971    -4.2998    -3.6219    -2.7334    -1.7462    -0.91915    -0.22163    0.29816    0.63501     0.9002      1.2375       1.4799     1.6034     1.6034         9.8384                   1               4.3468               0.82971               4.7651             0.83056              0.46231               0.69941            0.019817     0.095859     0.31279     0.51463      0.64818      0.75567      0.83738       1.0044       1.1121       1.1524       1.1476       1.1315       1.1134       1.0764       1.0407      1.0009         1.0009  
    cl_mt_pol_a    -3.3369     1.6702    -0.50053      -8.9689    46.773    0.037055    0.96295    1.2648e-87    1.9399e-09       0         -7.207    -6.6619    -6.1167    -5.5715    -5.0264    -4.6555    -4.4812    -4.0112     -3.4556     -2.8458    -2.3006     -1.789    -1.2334    -0.67784        -0.12          0          0         4.3468             0.82971               2.7897                     1               3.0513             0.99878              0.26534               0.75385           0.0045498     0.021168    0.098374     0.19858      0.31997       0.3411       0.4701      0.55143      0.71683      0.88064      0.93763      0.95271      0.98054      0.99446            1           1              1  
    cl_mt_coh      -3.5307     1.8291    -0.51807      -9.1611    50.138           0    0.94238      0.057624    1.2548e-07       0        -7.8735    -7.2429    -6.6389    -6.0349    -5.4309      -4.88    -4.8269    -4.2494     -3.6454     -3.0148    -2.4108    -1.8333    -1.2293    -0.62532    0.0052367    0.13819    0.13819         4.7651             0.83056               3.0513               0.99878               3.3457                   1              0.29495               0.76518           0.0023743     0.021546     0.09992     0.20145      0.32422      0.34543      0.47567      0.55632      0.72267        0.887      0.94321      0.95777      0.98465      0.99754       1.0013           1              1  
    cl_mt_pol_c    0.96397    0.21074     0.21861     0.064053    4.9163           0          0             1    3.2681e-07       0        0.38627    0.50398    0.62169    0.68055    0.73058    0.78943    0.80606    0.87429       0.966      1.0415     1.1143     1.1569     1.2014      1.2603       1.3075     1.4664     1.5583        0.46231             0.69941              0.26534               0.75385              0.29495             0.76518              0.04441                     1          0.00053841    0.0073516    0.036588    0.067842      0.10008      0.15958      0.18305      0.26886      0.42967      0.58047      0.68276      0.73925      0.80182      0.86402      0.92889       0.996        0.99887  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=29    1.1541     0.91416    0.054356        0.76499          0.28832               3.6749                0.1419         -5.9318    0.016235

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.407751 seconds.
Elapsed time is 0.467042 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0     pYisMINY      pYisMAXY       p0_1         p1         p5         p10        p15        p20        p25         p35        p50         p65        p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75     fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    _______    _________    __________    ________    ________    _______    _______    _______    _______    ________    _______    ________    _______    _______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.2737     3.0144      2.3666      -6.4002    16.111           0    0.32836    0.67164    0.0020939    4.5823e-30     -6.4002     -5.4121    -4.1211    -2.8415    -1.9679    -1.3444    -0.75819    0.14532      1.5485     2.2218     3.4389    4.0132    4.3592    5.1663    6.0893    8.1942    10.037         9.0864                   1               7.4877                0.8575               8.0448             0.85819               1.3274               0.85861           -0.010522     -0.082136    -0.19467     -0.3264     -0.42065     -0.48369      -0.5231      -0.5367     -0.42071     -0.22758     -0.0013518     0.14264      0.33117      0.51105      0.71558      0.93216       0.99186  
    cl_mt_pol_a    -0.20156     2.8968     -14.372      -5.7871    47.422    0.058583    0.61005    0.33137    0.0014118    4.5823e-30     -5.7871     -5.4749    -4.6948    -3.7923     -2.841    -2.2535     -1.7405    -1.1962    -0.20715          0    0.86975    1.4111    2.4937    3.5763    4.6589    9.5307    14.944         7.4877              0.8575               8.3916                     1                8.475             0.94076               1.1224               0.75549            0.040536       0.50351      1.4378      2.3916       3.3218       3.8317       4.3726       5.0535       5.4823        5.562         5.2731      5.0086       4.3447       3.2817       2.8875       1.5426        1.0807  
    cl_mt_coh      -0.13304     3.1098     -23.375      -5.8998    50.182           0    0.60999    0.39001    0.0015278    2.4167e-30     -5.8998     -5.8249    -5.2168    -4.0753    -2.9713    -2.3257     -1.7924    -1.1843    -0.11762    0.14423     1.0613    1.6694     2.736    3.8401    5.0938    10.118    15.938         8.0448             0.85819                8.475               0.94076               9.6711                   1               1.3059                0.8188             0.06775       0.76681      2.2002      3.9667       5.2687       6.3367       7.0322        8.069       8.6345       8.6386         8.1598      7.5946       6.8221       5.6488        4.065       1.9561          1.13  
    cl_mt_pol_c      1.3415    0.51287     0.38233     0.016235    6.8361           0          0          1     0.023613    4.5823e-30    0.016235    0.016235    0.82715    0.90165    0.94561    0.98957      1.0162     1.0838       1.186      1.458     1.6817    1.7297    1.7885    1.8768    2.3702    2.8595    3.3879         1.3274             0.85861               1.1224               0.75549               1.3059              0.8188              0.26304                     1          0.00028578    0.00028578    0.016019     0.04823     0.081382      0.11893       0.1568      0.24793      0.35856        0.507        0.63107     0.69789      0.76453       0.8236      0.90941      0.97709       0.99728  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=30    2.3135     0.94312    0.019291       0.038461          0.4374                3.0874                0.10121        -8.9873    0.0069803

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.351605 seconds.
Elapsed time is 0.658194 seconds.
                     mean        sd       coefofvar       min        max       pYis0      pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35         p50        p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    _______    ________    _______    __________    __________    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        2.6429     1.5557     0.58863       -513.61    9.9267          0    0.041539    0.95846    1.0465e-07    3.4817e-48    -8.4408    -2.3931    0.41494     1.1379     1.6695     2.1299     2.1747      2.5695     2.9224     3.2406     3.2618      3.479    3.5217    3.7331    3.9993    4.4766    5.1351         2.4203                   1               1.8432                0.8181               1.8409             0.77686               0.25353              0.59948          -0.0063533     -0.02156    -0.030621    -0.014319    0.016364     0.056902     0.095443      0.20454      0.36784      0.63568       0.6554      0.71798      0.78394      0.85681      0.93221      0.98229       0.99805  
    cl_mt_pol_a    -0.17491     1.4482     -8.2796       -8.7681    49.054    0.18863      0.3959    0.41547     1.108e-07    2.1204e-46     -6.302    -4.5725     -2.792    -2.1488    -1.6304    -1.0934    -1.0556    -0.51796          0    0.63113    0.63113    0.63113    1.2217    1.2217    1.8122    2.9932    5.3553         1.8432              0.8181               2.0973                     1               2.0371             0.92349               0.29393              0.74662            0.042938      0.32018       1.1777       1.8655      2.3161       2.7291       3.0049       3.3317       3.4184       2.5659       2.5659       2.5659       2.0232       2.0232       1.6653       1.2325         1.023  
    cl_mt_coh      -0.11775     1.5232     -12.936       -8.9553     50.13          0     0.39585    0.60415    4.6051e-07    4.6005e-47    -6.5232    -4.7175    -2.8874    -2.2367    -1.6592    -1.0817    -1.0329    -0.45535    0.10516    0.69969    0.74847    0.77286    1.2772    1.3504    1.9523    3.1805    5.5394         1.8409             0.77686               2.0371               0.92349               2.3202                   1               0.29511              0.71269            0.068547      0.49944       1.8305       2.8841      3.5623       4.1744       4.5784       5.0202       5.0228       4.6278       3.8199       3.4879       3.4399       2.8018       2.1625       1.3596        1.0499  
    cl_mt_pol_c      1.2461    0.27184     0.21815     0.0069803    5.1949          0           0          1    1.0126e-06    3.4817e-48    0.53802     0.7593    0.92176    0.98058      1.038     1.0606     1.0912      1.1191     1.1455     1.1841     1.5723     1.6023    1.6251    1.6593    1.7682    1.8366    1.9215        0.25353             0.59948              0.29393               0.74662              0.29511             0.71269              0.073899                    1          0.00036511    0.0055808     0.033698     0.072977     0.11624      0.15665      0.20138      0.29025      0.42532      0.56703      0.70832      0.74565      0.82075      0.85925      0.95209      0.98504       0.99913  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=31    4.6587     0.87708    0.051724        0.89727          0.34437               6.2932                0.12698        -6.3162    0.0096609

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.562137 seconds.
Elapsed time is 1.081667 seconds.
                    mean        sd      coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15         p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ___________    ______    __________    __________    _______    __________    ________    _______    _______    _______    _______    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.49878    23.973      48.063     -6.4511e+06    2.2175             0       0.18473    0.81527    2.7688e-13    0.014186    -23.819    -23.819    -5.3774    -3.3388    -0.75383    0.50604    0.50604    1.5397    1.9149    2.0944    2.1547    2.1717    2.1853    2.2005    2.2117    2.2175    2.2175          574.7                    1              19.933               0.074882              20.805             0.074316              2.4872               0.066557           -0.63753     -0.63753     -1.3925     -1.8325      -1.9382      -1.8711      -1.8711      -1.6546       -1.021     -0.52383     -0.09413      0.12434      0.35053      0.56485      0.77881         1             1     
    cl_mt_pol_a     20.523    11.104     0.54103         -6.1621    47.541    1.3064e-09    1.4123e-10          1    3.9685e-14    0.039998     4.9223     7.1079     7.1079     8.7471      9.2935     9.2935     10.386    14.211    18.582    22.407    26.778    30.056    33.881    37.706    45.355    47.541    47.541         19.933             0.074882              123.29                      1              129.39              0.99787              15.127                0.87396         0.00015804     0.023603    0.023603    0.036655     0.095101     0.095101      0.10813      0.16718      0.33634      0.44168      0.55939      0.63284      0.70751      0.81668       0.8957         1             1     
    cl_mt_coh       21.721    11.678     0.53763         -6.2842    50.163             0    1.5365e-10          1    2.2685e-13    0.019509     5.3394     7.5728     7.6381      9.362      9.9041     9.9367     11.086    15.109    19.673    23.728    28.326    31.676    35.764    39.786    47.799    50.163    50.163         20.805             0.074316              129.39                0.99787              136.38                    1              15.662                0.86033         0.00016746    0.0050474    0.023889    0.037064     0.067156     0.095954      0.10907      0.16835      0.30067      0.44304      0.56062      0.62357      0.70337      0.79649      0.88677         1             1     
    cl_mt_pol_c     2.3412    1.5588     0.66581       0.0096609    10.674             0             0          1    5.4265e-12    0.014186    0.44385    0.44385    0.69798    0.72625      1.1881     1.2719     1.3567    1.5835    1.7531    2.4966    3.0908    3.2314    3.4447    4.0604    4.9519    10.674    10.674         2.4872             0.066557              15.127                0.87396              15.662              0.86033              2.4299                      1          0.0019983    0.0019983    0.013005    0.031382      0.05075     0.091545      0.10678      0.17012      0.27876      0.42054      0.53836      0.60895      0.67806      0.75802      0.85366         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=32    2.6127     0.95223    0.0087831       0.61984          0.2461                8.6267                0.14397        -18.41     0.010371

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.474018 seconds.
Elapsed time is 0.553999 seconds.
                    mean       sd       coefofvar      min        max       pYis0      pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10        p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20     fracByP25      fracByP35     fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _______    ________    _______    __________    __________    _______    _______    _________    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    __________    __________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.0789     2.9742     0.96597      -981.05    9.7784          0    0.027047    0.97295    2.6736e-08    1.7981e-59    -7.6662    -1.4009       1.1472     1.2222      1.738     2.4382     2.4382     2.7493    3.4406    3.7223    3.9756    3.9756    4.3084    4.5286    4.5286    5.3146    6.1518         8.8457                   1                1.964               0.41551                1.895             0.39488               0.32073              0.34517          -0.0086484    -0.017384     -0.01284     0.012917     0.030533       0.15243       0.15243        0.20422     0.39775      0.52337      0.72641      0.72641      0.79908      0.92869      0.92869      0.98348       0.99847  
    cl_mt_pol_a    1.6107     1.5893     0.98673      -17.961    49.565    0.21642    0.066713    0.71687    1.2588e-09    1.7981e-59    -2.6683    -1.4479     -0.23355          0          0          0          0    0.43402     1.818      2.51    3.2019    3.2019    3.2019    3.2019    3.2019    5.9699    9.4298          1.964             0.41551               2.5259                     1               2.4879             0.97017               0.32395              0.65244           -0.001997    -0.012087    -0.027176    -0.029179    -0.029179     -0.029179     -0.029179    -0.00037867     0.19031      0.35727      0.84867      0.84867      0.84867      0.84867      0.84867        0.965       0.99482  
    cl_mt_coh      1.7828     1.6136     0.90508      -18.378    50.184          0    0.066705     0.9333    1.2324e-09    3.4872e-59    -2.8682    -1.4721    -0.075939    0.14621    0.14621    0.18428    0.18428    0.62212    1.9421    2.7163    3.3763    3.3763    3.4144    3.4144    3.4144    6.2066    9.6588          1.895             0.39488               2.4879               0.97017               2.6036                   1               0.33837              0.67124          -0.0019448    -0.011309    -0.023553    -0.017144    -0.017144    -0.0037219    -0.0037219        0.03232      0.1219      0.38721      0.57368      0.57368      0.85775      0.85775      0.85775      0.96744       0.99422  
    cl_mt_pol_c    1.2888    0.31242     0.24242     0.010371    3.5125          0           0          1    8.2736e-07    1.7981e-59    0.39412     0.6521      0.75035    0.94081     1.1882      1.201      1.201     1.2109    1.2231    1.2343    1.4522    1.4644    1.4884    1.9506    1.9506    1.9627    1.9992        0.32073             0.34517              0.32395               0.65244              0.33837             0.67124              0.097604                    1          0.00027961    0.0054729     0.052992     0.063319      0.11252       0.22633       0.22633        0.33127       0.437      0.58904      0.68189      0.73615      0.79521      0.96448      0.96448      0.98604       0.99914  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=33    4.9418     0.93987    0.021199        0.45894         0.073138               9.9106                0.13857        -11.924    0.0030864

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.423183 seconds.
Elapsed time is 3.413796 seconds.
                     mean         sd       coefofvar        min         max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    ________    _________    ___________    ______    _______    __________    _______    __________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        2.5272    0.093077     0.03683     -1.9972e+09    4.1247          0    5.2443e-05    0.99995    1.5033e-34       0          1.7007      2.2578     2.4054     2.4054     2.4054     2.4812     2.5087     2.5087     2.5087     2.5652     2.5652     2.5855     2.6333     2.6333     2.6333     2.6839     2.6839       0.0086633                  1             0.0088915              0.84677             0.0079305            0.70493             0.0073988              0.76407          0.00077102      0.012341      0.16078      0.16078      0.16078      0.22288      0.48828      0.48828      0.48828     0.75966      0.75966      0.82438      0.98517      0.98517      0.98517         1             1     
    cl_mt_pol_a    0.096293     0.11282      1.1716         -11.178    48.345    0.49892     0.0021694    0.49891    4.4488e-35       0        -0.93011           0          0          0          0          0          0          0          0    0.19753    0.19753    0.19753    0.19753    0.19753    0.19753    0.19753    0.19753       0.0088915            0.84677              0.012728                    1              0.010709            0.78535             0.0056526               0.4816           -0.023249     -0.023468    -0.023468    -0.023468    -0.023468    -0.023468    -0.023468    -0.023468    -0.023468           1            1            1            1            1            1         1             1     
    cl_mt_coh       0.25832     0.12087     0.46791         -11.743    50.177          0     0.0021909    0.99781    2.0695e-35       0        -0.91796    0.068344    0.10469    0.14103    0.14103    0.17738    0.17738    0.17738    0.17738    0.34275     0.3791     0.3791     0.3791     0.3791     0.3791     0.3791     0.3791       0.0079305            0.70493              0.010709              0.78535              0.014609                  1             0.0068061              0.54125          -0.0046696    -0.0063877    0.0095193     0.080312     0.080312      0.30091      0.30091      0.30091      0.30091     0.52852            1            1            1            1            1         1             1     
    cl_mt_pol_c      1.2818     0.10404    0.081166       0.0030864    3.3991          0             0          1    6.9876e-33       0         0.99573     0.99573     1.1266     1.1266     1.1266     1.2447     1.2747     1.2747     1.2747     1.2788     1.2788     1.3283     1.4464     1.4464     1.4464     1.6359     1.6359       0.0073988            0.76407             0.0056526               0.4816             0.0068061            0.54125              0.010824                    1           0.0097196     0.0097196      0.14582      0.14582      0.14582       0.2097       0.4756       0.4756       0.4756     0.74234      0.74234      0.80814      0.98422      0.98422      0.98422         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=34    1.4609     0.90323    0.040033        0.23725          0.33694               4.3658                0.13948        -8.9581    0.025075

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.350015 seconds.
Elapsed time is 0.476501 seconds.
                    mean        sd      coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20         p25         p35        p50         p65        p75        p80        p85         p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    _______    _______    _______    __________    ________    ________    _______    _______    _______    _______    ________    ________    _______    ________    ________    ______    _______    ________    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.68576    2.0559       2.998      -8.0162    10.828          0    0.24461    0.75539    0.00020152       0         -7.9164    -6.9958    -3.7485    -1.9441    -1.0972    -0.48925    0.070273    0.68102      1.2303        1.69    2.0507     2.0998      2.3513     2.6227     2.7587    3.3668    3.9651         4.2268                   1               3.5361               0.91782               4.0611             0.95865               0.41835              0.72338           -0.031335      -0.1134     -0.4102    -0.60405     -0.71813     -0.76719     -0.78548     -0.74048     -0.50998     -0.19157      0.13233      0.29175      0.39682      0.62929      0.77894      0.95116       0.99585  
    cl_mt_pol_a    -1.4074     1.874     -1.3315      -8.7396    46.918    0.10861    0.70196    0.18943    0.00019338       0         -8.2774    -7.7215    -5.2217    -3.7315      -3.19     -2.6484     -2.2213    -1.6066     -1.0237     -0.4821         0          0    0.063527    0.64198    0.64198    1.7989    2.9558         3.5361             0.91782               3.5119                     1               3.5426             0.91743               0.34024              0.64544            0.020215     0.062637     0.24636      0.4134      0.52444      0.65061      0.71013      0.86528        1.003       1.0664       1.0829       1.0829       1.0794       1.0494       1.0494       1.0112        1.0013  
    cl_mt_coh      -1.4271    2.0605     -1.4439      -8.9261    50.179          0    0.70197    0.29803    0.00019996       0         -8.8895    -8.2513    -5.7715    -4.0033    -3.4017     -2.8001     -2.2718    -1.6335    -0.99526    -0.39364    0.1419    0.17853     0.20797    0.77295    0.84622    2.0128    3.2527         4.0611             0.95865               3.5426               0.91743               4.2458                   1                0.4199              0.72443           0.0066886     0.067845     0.26364     0.43991      0.55626      0.68721      0.74973      0.90835       1.0446       1.1012        1.107       1.1003       1.0968       1.0804       1.0552       1.0152        1.0014  
    cl_mt_pol_c     1.1703    0.2813     0.24037     0.025075    6.4535          0          0          1     0.0058738       0        0.025075     0.6558    0.77754    0.87587    0.92194     0.97022      1.0173     1.0777      1.1381      1.1961    1.2634      1.337      1.4051     1.4514     1.7954     2.053    2.1225        0.41835             0.72338              0.34024               0.64544               0.4199             0.72443              0.079129                    1          0.00012586    0.0023147    0.029392     0.06394      0.10469      0.14176      0.18458      0.29085      0.41904      0.57495      0.67627      0.73178       0.8183      0.86485      0.93378      0.99196       0.99889  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=35    3.5746     0.96599    0.026555        0.56908           0.164                7.7554                0.11774        -19.567    0.021202

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.448353 seconds.
Elapsed time is 2.248234 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1         p1          p5           p10          p15         p20         p25        p35        p50        p65        p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    _________    _______    __________    __________    ________    ________    _________    _________    _________    ________    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       4.3269    0.50697     0.11717      -7906.5    10.332          0    2.479e-15          1     1.335e-20    5.4616e-16      2.4834      2.5149       3.4938       3.5099       3.6942      4.0133     4.1016     4.2214     4.4543     4.4543     4.6489     4.7644     4.7644    4.7644    5.0452    5.5619    6.2281         0.25702                  1               0.25819              0.81209               0.23603            0.71914              0.096164              0.78238           0.0034194      0.005885     0.048544     0.079444      0.13135      0.18415      0.24948      0.42708      0.6585       0.6585      0.71754      0.89826      0.89826      0.89826      0.94762      0.99039       0.99878  
    cl_mt_pol_a    0.37666    0.62712       1.665      -18.812    48.707    0.30349      0.17156    0.52495    9.4283e-22    1.1705e-14    -0.18519    -0.18119     -0.17735     -0.17367     -0.17367           0          0          0    0.49958    0.49958    0.49958    0.49958    0.49958    1.1882    1.1882    2.5656    4.6316         0.25819            0.81209               0.39328                    1                0.3828            0.94286              0.076436              0.50273            -0.00277     -0.012054    -0.035548    -0.080153    -0.080153    -0.080153    -0.080153    -0.080153     0.45028      0.45028      0.45028      0.45028      0.45028      0.68989      0.68989      0.91554       0.98327  
    cl_mt_coh      0.51692     0.6474      1.2524       -19.25    50.151          0      0.17155    0.82845    1.2216e-21    6.9627e-15    -0.13244    -0.10276    -0.073083    -0.043405    -0.043405    0.091356    0.12103    0.15071     0.6042    0.66355    0.66355    0.66355    0.66355    1.3408    1.3705    2.7844    4.9053         0.23603            0.71914                0.3828              0.94286               0.41912                  1              0.086533              0.55131          -0.0014765    -0.0053133    -0.012367     -0.02049     -0.02049    -0.013335    0.0073318     0.057228     0.12429      0.55639      0.55639      0.55639      0.55639      0.64151      0.75507      0.93441       0.98698  
    cl_mt_pol_c     1.2879    0.24244     0.18825     0.021202    3.5637          0            0          1    4.8083e-19    5.4616e-16     0.66563     0.67315       0.9049      0.91642       1.0539       1.099     1.1837     1.2481     1.2613     1.2613     1.4382     1.4892     1.6966    1.6966    1.6966    1.7331     1.788        0.096164            0.78238              0.076436              0.50273              0.086533            0.55131              0.058778                    1           0.0030792     0.0052975     0.042622     0.069608      0.12599      0.16022      0.23014      0.40764     0.61893      0.61893      0.73408      0.73893      0.94235      0.94235      0.94235      0.99075       0.99916  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=36    1.9346     0.9472     0.024906        0.2678           0.20918               9.184                 0.1083         -6.0267    0.002904

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.312919 seconds.
Elapsed time is 0.455909 seconds.
                    mean        sd       coefofvar      min       max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1         p1          p5         p10         p15         p20         p25         p35        p50        p65        p75        p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    _______    __________    _______    __________    ________    _______    ________    ________    ________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        3.777    0.46957     0.12432     -22.097    12.741          0    1.1729e-05    0.99999    1.2917e-11       0         1.7772      2.4525      2.9889       3.003      3.4264      3.4264      3.4301     3.6766     3.8376     4.0395     4.1439     4.1439     4.1528     4.4201      4.439    4.7055    5.0425         0.22049                  1               0.23544              0.93135               0.21706            0.82232              0.073469              0.76711          0.00057777    0.0071953     0.058693    0.078374      0.19749      0.19749      0.23237       0.3944      0.50266      0.63909      0.79976      0.79976      0.84498      0.88126      0.96361      0.98957       0.99959  
    cl_mt_pol_a    0.23713    0.53836      2.2703     -5.8797    48.227    0.19142       0.29463    0.51396    5.2867e-13       0        -1.3623    -0.81049    -0.29033    -0.28477    -0.27942    -0.27942    -0.27942          0    0.25565    0.25565    0.81346    0.81346    0.81346    0.81346    0.81346    1.3713    1.9291         0.23544            0.93135               0.28983                    1               0.27381            0.90479              0.060902              0.55465          -0.0082931    -0.066008     -0.16055    -0.24532     -0.43629     -0.43629     -0.43629     -0.43629     -0.22557     -0.22557      0.69707      0.69707      0.69707      0.69707      0.69707      0.94527        0.9968  
    cl_mt_coh      0.36052    0.56213      1.5592     -5.9947    50.139          0       0.29461    0.70539    1.6415e-12       0        -1.3678    -0.76942    -0.22437    -0.19771    -0.17106    -0.17106    -0.17106    0.11197    0.34733    0.40064    0.94569    0.97234    0.97234    0.97234    0.97234     1.544    2.1157         0.21706            0.82232               0.27381              0.90479               0.31599                  1              0.063048              0.54992          -0.0055822    -0.042456    -0.097177    -0.13589     -0.21278     -0.21278     -0.21278     -0.19209     -0.12614     0.063355      0.32861      0.77858      0.77858      0.77858      0.77858       0.9608       0.99774  
    cl_mt_pol_c     1.2784    0.20396     0.15954     0.05984    4.1596          0             0          1    1.2917e-11       0        0.78159     0.86821     0.86821      1.1582      1.1719      1.1779      1.2141     1.2194     1.2507     1.2646     1.2785     1.4137     1.4677     1.4904     1.7436    1.7575    1.8631        0.073469            0.76711              0.060902              0.55465              0.063048            0.54992              0.041599                    1          0.00072569     0.034897     0.034897    0.074168       0.1512      0.17835      0.28057      0.31722      0.54035      0.68707      0.71208      0.76389      0.81123      0.87196      0.97185      0.98847       0.99955  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=37    3.4716     0.92021    0.043332        0.81475          0.41884               5.3366                0.11995        -17.734    0.021648

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.395515 seconds.
Elapsed time is 0.649321 seconds.
                    mean        sd      coefofvar      min        max        pYis0         pYls0       pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    __________    _________    _______    __________    _________    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.40855    68.939      168.74        -5403      4.89             0      0.12989    0.87011    2.2888e-06    0.0043277    -424.74    -21.529    -7.0353    -2.0939    0.79582    2.0699    2.6381    3.3573    3.7766    4.2092    4.4214    4.5009    4.6092    4.7089    4.7927     4.852      4.89         4752.6                    1              83.956               0.10894               89.456             0.11124               5.8968               0.082434             -4.1363        -5.4238      -6.5035     -6.8746      -6.9103      -6.7107      -6.4346      -5.6379      -4.3581      -2.8216      -1.8401      -1.2913     -0.72457     -0.16847      0.42365      0.88577          1     
    cl_mt_pol_a     20.109    11.179     0.55591      -17.302    47.923    0.00057728    0.0022434    0.99718    1.9913e-07     0.021031    -3.4922     1.5511     4.8634     6.1883     8.1757    10.163     12.15    15.463    18.113    22.087    26.062    28.712    32.024    37.324    43.286    47.923    47.923         83.956              0.10894              124.96                     1               129.92             0.99632               10.325                0.89016         -0.00037093    -9.1953e-05     0.017342    0.024484     0.039016      0.06162     0.091633      0.16989      0.30673      0.44302      0.56814      0.63204      0.70223      0.79335      0.88595            1          1     
    cl_mt_coh       21.103    11.665     0.55276      -17.702    50.154             0     0.002252    0.99775     2.269e-07    0.0089163    -3.7575     1.7718     5.1669     6.4885     8.6835    10.757    12.831    16.256    19.051    23.198    27.315    30.079    33.566    39.034    45.315    50.123    50.154         89.456              0.11124              129.92               0.99632               136.07                   1               10.607                0.87627         -0.00038393    -5.1925e-05    0.0078345    0.020516     0.039684     0.062441     0.092591      0.16282      0.30801      0.44429      0.56179      0.62655      0.70312        0.786      0.88633      0.97881          1     
    cl_mt_pol_c     2.1495    1.0376     0.48274     0.021648    9.7173             0            0          1    3.0131e-05    0.0043277    0.29606    0.44939     1.0021     1.1718     1.2866    1.4014     1.485    1.6149    1.8445    2.4371    2.8515    2.9663    3.1385    3.3555     3.614    4.6622    9.7173         5.8968             0.082434              10.325               0.89016               10.607             0.87627               1.0767                      1           0.0001155      0.0018358     0.013733    0.041737       0.0685      0.10424      0.13318      0.20542      0.32413      0.47362      0.60027      0.66558      0.73696      0.80876      0.89362      0.96952          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=38    1.4315     0.95633    0.023571        0.94822          0.12905               9.015                 0.11159        -14.167    0.02607 

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.401007 seconds.
Elapsed time is 1.387027 seconds.
                    mean        sd       coefofvar      min       max       pYis0      pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25         p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    _______    _______    ________    __________    ________    _______    _______    _______    _______    _______    _______    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.8325     8.3749      4.5702     -17.582    24.266          0    0.29354     0.70646     0.0039075       0        -17.582    -14.933    -12.684    -10.573    -8.2475    -6.9146     -5.8654     2.5409     2.5409     2.5409     11.449     11.449     11.449     11.449     11.449     18.469     18.469         70.139                   1                17.388               0.66259              20.478             0.70956                3.2547               0.61313          -0.037491     -0.093571    -0.39075    -0.69935      -1.0102      -1.1749      -1.3489     -0.85395     -0.85395     -0.85395      0.63132      0.63132      0.63132      0.63132      0.63132      0.99938       0.99938  
    cl_mt_pol_a    -1.4304     3.1334     -2.1905     -13.822    48.209    0.69366    0.27044    0.035895    2.0064e-05       0        -13.262    -12.745    -10.197    -6.2657    -3.9096    -2.1425    -0.39055          0          0          0          0          0          0          0          0    0.23208    0.23208         17.388             0.66259                 9.818                     1              8.2564             0.76464             -0.096398             -0.048537           0.025823       0.22463     0.40958     0.69378      0.86173      0.95957       1.0013       1.0065       1.0065       1.0065       1.0065       1.0065       1.0065       1.0065       1.0065       1.0007        1.0007  
    cl_mt_coh       -1.446      3.446     -2.3832     -14.135    50.143          0    0.27044     0.72956    5.5708e-05       0         -14.08    -14.025    -10.751    -6.8221     -4.203    -2.2387    -0.32981    0.11513    0.11513    0.14283    0.14283    0.14283    0.14283    0.14283    0.14283    0.38038    0.38038         20.478             0.70956                8.2564               0.76464              11.875                   1                0.4204               0.19247           0.027487       0.24229     0.44134       0.746      0.92451       1.0265       1.0675       1.0519       1.0519       1.0098       1.0098       1.0098       1.0098       1.0098       1.0098       1.0008        1.0008  
    cl_mt_pol_c     1.4748    0.63384     0.42978     0.02607    5.5515          0          0           1      0.024947       0        0.02607    0.02607     1.0199     1.1113     1.1113     1.1113      1.1113     1.1113     1.1113     1.5432     2.0443     2.0443     2.0443     2.0443     2.0443     3.7659     3.7659         3.2547             0.61313             -0.096398             -0.048537              0.4204             0.19247               0.40176                     1         0.00044098    0.00044098    0.024833     0.36409      0.36409      0.36409      0.36409      0.36409      0.36409      0.48835      0.89194      0.89194      0.89194      0.89194      0.89194      0.99985       0.99985  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=39     4.519     0.93831    0.016347        0.18745          0.25634               6.3912                0.1435         -7.4532    0.023262

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.514330 seconds.
Elapsed time is 0.604171 seconds.
                    mean       sd       coefofvar        min         max       pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1         p1          p5         p10        p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15     fracByP20     fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    ________    __________    _______    __________    __________    ________    ________    ________    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.4238    0.39264     0.16199     -1.5896e+05    4.4363           0    0.00038801    0.99961    3.4584e-15    1.1204e-76      0.1714      1.0808      1.6999     1.8287     2.1482     2.1482     2.1988      2.365    2.5241    2.6468    2.6764     2.748     2.748    2.7657    2.8554    2.9304    3.0215         0.15417                  1               0.34376              0.89498              0.33009             0.83991              0.046122              0.61489          -8.8953e-05     0.0049202     0.031118      0.07119       0.16209       0.16209       0.20475      0.2986      0.46285      0.64697      0.73011      0.86489      0.86489      0.90962      0.98188      0.98886       0.99879  
    cl_mt_pol_a    1.2544    0.97826     0.77986         -7.2714    49.196    0.034437      0.075545    0.89002    2.5915e-17    1.3301e-75    -0.95238    -0.39649    -0.36567          0    0.16541    0.16541    0.16541    0.74224    1.3191    1.8959    1.8959    2.4727    2.4727    2.4727    2.4727    3.0495    3.6264         0.34376            0.89498               0.95698                    1              0.91272             0.93213              0.099891              0.53451           -0.0011625    -0.0065747    -0.025802    -0.025802    -0.0058462    -0.0058462    -0.0058462    0.091011      0.26801      0.53167      0.53167      0.96031      0.96031      0.96031      0.96031       0.9797       0.99664  
    cl_mt_coh      1.4263     1.0009     0.70176         -7.4212    50.184           0      0.075535    0.92446    1.4056e-15    1.2894e-75    -0.93448    -0.34823    -0.23447    0.18367    0.31387    0.35179    0.35179    0.93804    1.4864    2.0726    2.1106     2.621    2.6589    2.6968    2.6968    3.2831    3.8693         0.33009            0.83991               0.91272              0.93213               1.0019                   1               0.11518              0.60238           -0.0010309    -0.0054728    -0.017222    -0.013487     0.0023427      0.020765      0.020765     0.12509      0.21277      0.42875      0.55617      0.63474      0.75997      0.96292      0.96292      0.98111       0.99689  
    cl_mt_pol_c    1.2972    0.19104     0.14727        0.023262    3.4933           0             0          1    2.9055e-14    1.1204e-76     0.70738      0.7785     0.99909     1.1766     1.2318     1.2318     1.2413     1.2439    1.2601    1.2695    1.2722    1.4199    1.4388    1.4482    1.8585    1.8585    1.8773        0.046122            0.61489              0.099891              0.53451              0.11518             0.60238              0.036495                    1           0.00054185     0.0060512     0.038592     0.086104       0.19437       0.19437       0.29163      0.3207      0.53527      0.68649      0.72299      0.76201      0.84406      0.88819      0.98858      0.98858       0.99929  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=40    4.4029     0.87544    0.031388        0.44551          0.24263               3.0132               0.097808        -17.926    0.029398

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.419235 seconds.
Elapsed time is 0.936253 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65        p75        p80         p85        p90        p95         p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    ________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    ________    ________    ______    ________    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -55.941     987.41     -17.651       -47891    2.3319           0    0.52891     0.47109    6.2082e-06       0         -15609    -350.76    -36.113    -15.166    -8.8584    -5.6223    -3.8072    -1.8571    -0.33578    0.50601    0.84169      1.0159      1.1789    1.2122      1.3761     1.4754    1.6981       9.7498e+05                 1               506.44               0.18478               631.96             0.21594                37.251              0.12251             0.49322      0.88486     0.95957     0.97883      0.98868      0.99557      0.99946       1.0047        1.007       1.0065       1.0052       1.0044       1.0024        1.002       1.0009       1.0003             1  
    cl_mt_pol_a    -3.3726     2.7758    -0.82304      -17.489    47.806    0.095842    0.84392    0.060242    3.7231e-06       0         -14.93    -10.539    -8.2579    -7.0934    -6.4404    -5.7874     -5.224    -4.4058     -3.1218    -1.8377    -1.1759    -0.56321           0         0    0.092423    0.76445    2.7805           506.44           0.18478                7.705                     1                8.116             0.98652               0.68084              0.79649           0.0047885      0.03771     0.14382     0.26516      0.36836      0.46739      0.53867      0.69384      0.85161      0.95604      0.99323       1.0004       1.0069       1.0069       1.0056       1.0039        1.0003  
    cl_mt_coh      -3.5154     2.9638     -0.8431      -17.894    50.125           0    0.84389     0.15611    1.3215e-05       0        -15.768    -10.939    -8.8133    -7.4504    -6.7573    -6.0642    -5.3943    -4.6546     -3.2684    -1.8821    -1.1657     -0.5192    0.055299    0.1019     0.15062    0.89034    2.9231           631.96           0.21594                8.116               0.98652               8.7842                   1               0.76258              0.83552           0.0048309     0.038802     0.14688     0.27078      0.36909      0.47349      0.54584       0.7006       0.8596      0.96297      0.99876       1.0052       1.0104        1.009       1.0079       1.0045        1.0009  
    cl_mt_pol_c     1.0517    0.30795     0.29282     0.029398    4.9523           0          0           1    0.00012176       0        0.13865    0.32984    0.55271    0.66833    0.74783    0.82166    0.86813    0.94907      1.0552     1.1488     1.2235      1.2394      1.3188    1.3878      1.7447     1.8823    1.9942           37.251           0.12251              0.68084               0.79649              0.76258             0.83552              0.094831                    1          0.00010318    0.0024678    0.021588    0.050234     0.083063      0.12247      0.16039      0.24942      0.39239      0.55356       0.7115      0.73808      0.79865      0.84493      0.94239      0.98333       0.99939  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=41    3.4304     0.92741    0.028623        0.48886          0.19559               4.3843                0.13415        -14.303    0.023529

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.475008 seconds.
Elapsed time is 0.628973 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1         p1         p5         p10         p15         p20         p25         p35        p50       p65        p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    ___________    _______    ________    _______    ________    ________    ________    ________    _______    _______    ______    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.9088     2.9355      1.5378        -3730    5.3108           0    0.01081    0.98919    4.5507e-09    1.2548e-107    -2.2019    -0.44045    0.95563      1.0204      1.4227      1.5722      1.5981     1.9238     2.0021    2.2613     2.2613     2.3008      2.521      2.521    2.6539    2.8939    3.1379         8.6169                   1              0.45447               0.20963              0.45092             0.19659               0.11723              0.15471          -0.0048801    -0.0087768    0.0073698    0.030121     0.062191      0.10817      0.14287      0.25821      0.43373      0.68437      0.68437      0.75269      0.92433      0.92433      0.92813      0.98966       0.99837  
    cl_mt_pol_a    0.23131    0.73854      3.1928      -13.954    48.609    0.082444    0.28068    0.63688    9.6657e-10    1.2548e-107    -2.8445     -1.6589    -1.0404    -0.48525    -0.47329    -0.47329     -0.4619          0    0.12861    0.7665     0.7665     0.7665     0.7665     0.7665    1.4044    2.0423    3.3181        0.45447             0.20963              0.54544                     1              0.54106             0.93759               0.10991              0.57651           -0.016039      -0.11473      -0.3294    -0.48922     -0.63362     -0.63362     -0.78808     -0.78808      -0.6609       0.4302       0.4302       0.4302       0.4302       0.4302      0.76458      0.91271       0.99629  
    cl_mt_coh      0.35664    0.78138      2.1909      -14.271    50.172           0    0.28066    0.71934    3.4565e-09    2.3552e-107    -3.0117     -1.6994    -1.0083    -0.42201    -0.38708    -0.38708    -0.35215    0.17172    0.26908    0.8903    0.92523    0.92523    0.96016    0.96016    1.5814    2.2725    3.5498        0.45092             0.19659              0.54106               0.93759              0.61055                   1               0.12681              0.62869              -0.011     -0.077031     -0.21426    -0.30655     -0.38314     -0.38314     -0.45951     -0.42661     -0.32697     0.013317      0.28332      0.28332      0.59044      0.59044      0.74748      0.93907       0.99156  
    cl_mt_pol_c     1.2732    0.25813     0.20274     0.023529    3.9382           0          0          1    1.1953e-07     6.938e-112    0.64571     0.77241    0.83576      1.0186      1.0419      1.1025      1.1267     1.2021     1.2444    1.2626     1.2809     1.5462     1.6081     1.7586    1.7586     1.815    1.8515        0.11723             0.15471              0.10991               0.57651              0.12681             0.62869              0.066633                    1          0.00054913     0.0079205     0.040319      0.1029      0.10695      0.15233      0.19412      0.30351      0.47649      0.65351      0.68165      0.77507      0.80709      0.94679      0.94679      0.99433       0.99942  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=42     1.767     0.93637    0.019944        0.63721         0.067942               9.9508                0.10953        -14.09     0.017947

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.372955 seconds.
Elapsed time is 1.191050 seconds.
                      mean          sd       coefofvar      min        max       pYis0       pYls0         pYgr0        pYisMINY     pYisMAXY     p0_1        p1         p5        p10        p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   __________    ________    _________    ________    ______    _______    __________    __________    __________    ________    _______    _______    ______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val          3.4161     0.24324    0.071204        -24.3    11.677          0    0.00035336       0.99965    2.2217e-11       0         2.8448     2.8448    3.1419     3.1419     3.1419     3.1419     3.4243     3.4243    3.4243    3.4243    3.4243    3.6884    3.6884    3.6884    3.6884    3.9325    3.9325        0.059168                  1                0.01052              0.51339              0.011701            0.50137              0.027973              0.88689          0.013896       0.013896     0.21865     0.21865      0.21865      0.21865      0.74022      0.74022      0.74022      0.74022      0.74022      0.98061      0.98061      0.98061      0.98061         1             1     
    cl_mt_pol_a    -0.0020221    0.084242      -41.66      -13.747    47.099    0.99924    0.00076443    7.8637e-40    1.3925e-12       0              0          0         0          0          0          0          0          0         0         0         0         0         0         0         0         0         0         0.01052            0.51339              0.0070968                    1             0.0078984            0.97716            0.00083245             0.076207                 1              1           1           1            1            1            1            1            1            1            1            1            1            1            1         1             1     
    cl_mt_coh         0.12522    0.095949     0.76622      -14.058     50.14          0    0.00078492       0.99922    1.4064e-12       0          0.032    0.05905    0.0861    0.11315    0.11315    0.11315    0.11315    0.11315    0.1402    0.1402    0.1402    0.1402    0.1402    0.1402    0.1402    0.1402    0.1402        0.011701            0.50137              0.0078984              0.97716             0.0092062                  1            0.00095017             0.076371         -0.017048     -0.0096433    0.044074     0.27823      0.27823      0.27823      0.27823      0.27823            1            1            1            1            1            1            1         1             1     
    cl_mt_pol_c        1.2797     0.12967     0.10132     0.017947     4.816          0             0             1    8.2482e-10       0        0.97757    0.97757    1.1158     1.1158     1.1158     1.1158     1.2735     1.2735    1.2735    1.2735    1.2735    1.4536    1.4536    1.4536    1.4536    1.6591    1.6591        0.027973            0.88689             0.00083245             0.076207            0.00095017           0.076371              0.016814                    1          0.013105       0.013105     0.20738     0.20738      0.20738      0.20738       0.7253       0.7253       0.7253       0.7253       0.7253      0.97816      0.97816      0.97816      0.97816         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=43    2.3059     0.90292     0.05784        0.34648          0.39517               9.1477               0.098351        -15.989    0.011492

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.502617 seconds.
Elapsed time is 1.116552 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20        p25        p35         p50        p65         p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    __________    ________    _______    _______    _______    _______    _______    _______    ________    _______    ________    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -4.6292     20.633     -4.4571      -259.26     6.785           0    0.44402    0.55598    4.0375e-05    8.8888e-28     -258.92    -111.38    -25.707    -11.205    -7.2588    -4.2481    -2.8253    -0.92352    0.42906      1.3762     1.7769     2.0421     2.2964    2.6112    2.9492    3.7036    4.3387         425.71                   1               41.621               0.59157               48.294             0.63378               3.8742               0.47695            0.062412      0.36987    0.79269      0.96881        1.064       1.1239       1.1687        1.204       1.2054       1.1719       1.1364       1.1057       1.0907       1.0521       1.0363       1.0079       1.0009   
    cl_mt_pol_a    -2.1519       3.41     -1.5846      -15.599    47.266    0.050677    0.68095    0.26837    6.9144e-07    9.0257e-27     -14.557    -11.492    -8.4267    -6.6994    -5.9745     -4.829    -4.2055     -2.9586     -1.683    -0.45692    0.16212    0.79867    0.79867    1.4352    2.7083    5.2544    8.4372         41.621             0.59157               11.628                     1                12.31             0.97747               1.1786               0.87797            0.008013     0.067597    0.25816      0.43218      0.57064      0.70023      0.79316       0.9668       1.1384       1.1938       1.1908       1.1502       1.1502       1.1217        1.078       1.0223       1.0028   
    cl_mt_coh      -2.2415     3.6932     -1.6476      -15.957    50.126           0    0.68092    0.31908     2.438e-06    5.5897e-27     -15.863    -12.496    -9.1296     -7.133    -6.4362    -5.1129    -4.4396     -3.0929    -1.7227    -0.37597    0.29739    0.94728    0.97075    1.6441    2.9674    5.6608    9.0041         48.294             0.63378                12.31               0.97747               13.639                   1               1.2672               0.87157           0.0081387     0.070049    0.26695      0.44604      0.58852      0.72009      0.81575      0.99203       1.1631        1.213       1.2055        1.188       1.1586       1.1275        1.094       1.0296       1.0044   
    cl_mt_pol_c     1.0933    0.39369     0.36009     0.011492    6.8029           0          0          1     0.0011154    8.8888e-28    0.011492    0.21471    0.44924     0.6006     0.6904    0.76539    0.84833     0.96237     1.0922       1.196     1.3213     1.3676     1.4991    1.6095    1.8694    2.0535    2.3723         3.8742             0.47695               1.1786               0.87797               1.2672             0.87157              0.15499                     1          1.1725e-05    0.0014584    0.01469     0.039273     0.068704      0.10207      0.13953      0.22227      0.36252      0.55645      0.65429      0.69607      0.77275      0.84621      0.92098      0.98543       0.9978   

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=44    3.1748     0.90854    0.017568        0.30155          0.17971               8.0635                0.10824        -7.7482    0.023661

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.389122 seconds.
Elapsed time is 0.992083 seconds.
                    mean        sd       coefofvar      min        max       pYis0      pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20         p25         p35        p50        p65          p75          p80         p85         p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    _______    ________    __________    ________    _______    _______    _______    _______    _______    ________    ________    _______    _______    ________    _________    _________    ________    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.26818     2.3781      8.8674      -1578.1    4.6092          0    0.26112     0.73888    3.4187e-07       0        -13.424    -7.8084    -3.5753    -2.2695    -1.2791    -0.53951    -0.43536     0.1715     1.0739      1.4491       1.7138       1.7648      1.8052      1.806      1.994     2.1695    2.3218         5.6551                   1               2.9281                 0.826               3.1562             0.81317               0.35832              0.61389          -0.076086      -0.43143     -1.3788     -1.8418      -2.1514      -2.3266      -2.3986      -2.3668      -1.8469      -1.2566     -0.74414     -0.40134      0.19434       0.2566      0.75088      0.94629       0.99196  
    cl_mt_pol_a    -1.5596     1.4907    -0.95579      -7.5593    47.979    0.12869    0.84113    0.030183    1.9408e-09       0        -6.0415    -5.3963    -4.4158    -3.8012    -3.2695     -2.7901     -2.3377     -2.206    -1.1645     -0.6109    -0.080699    -0.079183           0          0          0    0.49285    1.0719         2.9281               0.826               2.2221                     1                2.381             0.97861               0.25932              0.70876          0.0040488      0.075665     0.17737     0.32758      0.44769      0.50429      0.59146      0.74316      0.90508       1.0049       1.0079       1.0113       1.0113       1.0113       1.0113       1.0032        1.0003  
    cl_mt_coh      -1.5877     1.6322      -1.028      -7.7162    50.139          0    0.73311     0.26689    5.9587e-08       0        -6.4578    -5.8685      -4.69    -4.0741    -3.4848     -2.9222     -2.3862    -2.3063    -1.1544    -0.53847      0.02416     0.050798    0.085276    0.13855    0.13855    0.64007    1.2293         3.1562             0.81317                2.381               0.97861                2.664                   1               0.31553              0.78761          0.0044079      0.038917     0.18823       0.344      0.46895       0.5302      0.61767      0.77245      0.93262       1.0264       1.0259       1.0236       1.0227       1.0136       1.0136       1.0035        1.0003  
    cl_mt_pol_c     1.1292    0.24545     0.21737     0.023661    4.4705          0          0           1    3.4187e-07       0        0.36025    0.55828    0.72637    0.82912    0.89183     0.94939     0.97125     1.0251     1.1293      1.2373       1.2529       1.2616      1.3524     1.4675     1.5746      1.671    1.7126        0.35832             0.61389              0.25932               0.70876              0.31553             0.78761              0.060244                    1          0.0010692     0.0045335    0.030651    0.063824      0.10472      0.14489      0.18537       0.2743      0.44249      0.58386      0.72684      0.74207      0.80096      0.86762       0.9273      0.99395       0.99982  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=45    3.8271     0.92365    0.019984        0.25529          0.46735               9.4772                0.11783        -15.898    0.020374

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.734316 seconds.
Elapsed time is 0.629002 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10        p15        p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    ________    _______    __________    __________    _______    _______    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -1.3615     154.09     -113.18       -21338    4.4011           0    0.081918    0.91808     3.848e-07    2.2235e-22    -268.64     -10.88    -0.36428    0.53828    0.71587     1.1304     1.2325    1.5942    1.8532    2.0499    2.2137    2.2713    2.4197    2.5559    2.7903    3.1449     3.481          23745                    1              33.677               0.11416               38.505             0.12671                3.017               0.061322             1.8284       2.1316       2.2313       2.2222       2.1934       2.1611      2.1115       1.9353       1.7597       1.5579       1.4298        1.371       1.2492        1.179       1.0965       1.0223        1.0026  
    cl_mt_pol_a     2.1708     1.9143     0.88188       -15.51     49.02    0.030509    0.051424    0.91807    4.4048e-09    3.5244e-21    -5.8004    -2.2376     -0.3865    0.23567    0.23567    0.89493    0.89493    1.5542    2.2134    2.8727    2.8727    2.8727    3.5319    4.1912    5.5097    8.1467    11.443         33.677              0.11416              3.6647                     1               3.5668             0.94482              0.45112                0.73806          -0.003781    -0.018559    -0.038564    -0.027781    -0.027781     0.012029    0.012029      0.12972      0.29965       0.5544       0.5544       0.5544       0.6716      0.74677      0.85264      0.96007       0.99421  
    cl_mt_coh       2.3432      1.972     0.84158      -15.866    50.151           0    0.051408    0.94859    1.7603e-08    2.2458e-21    -6.3331    -2.3282    -0.28122     0.3615    0.39121     1.0339     1.0636    1.7361    2.3788    3.0512    3.0809    3.0809    3.7533    4.4258    5.7706    8.4603    11.822         38.505              0.12671              3.5668               0.94482               3.8887                   1               0.4497                0.71424         -0.0038125    -0.018626     -0.03653     -0.02925      -0.0188    -0.003197    0.024425      0.14518      0.20748      0.40783      0.56735      0.56735      0.68228      0.75558      0.85824      0.96175       0.99447  
    cl_mt_pol_c     1.3165    0.31929     0.24253     0.020374    5.7252           0           0          1    9.2519e-06    2.2235e-22    0.32733    0.68103      0.8774    0.98451     1.1178      1.131     1.1441    1.1573    1.1705    1.2557    1.6701    1.6965    1.7096    1.8429    1.8693    1.9351    2.0731          3.017             0.061322             0.45112               0.73806               0.4497             0.71424              0.10194                      1          0.0002355    0.0058491     0.036122     0.073913      0.13161      0.17675      0.2549      0.33472      0.42948      0.55668      0.67159       0.7726      0.79826      0.89677      0.94632       0.9874       0.99837  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=46    3.0752     0.87103    0.054402        0.40309          0.48996               5.3765                0.13268        -6.9542    0.021443

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.345937 seconds.
Elapsed time is 0.697555 seconds.
                    mean        sd      coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15         p20         p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -1.8196    28.214     -15.506      -1399.4    3.5884           0    0.24367    0.75633    2.1848e-05    1.4395e-16    -403.64    -42.815    -8.0398     -2.727     -1.2146    -0.30764    0.28535    0.69888    1.2129    1.4401    1.7469    1.7898     2.026    2.1482     2.465    2.8025     3.048         796.05                   1               17.335               0.23782               19.691             0.25323               2.8474               0.22786             0.41332      0.98128      1.3746      1.5126       1.5673       1.5901       1.5896       1.5619        1.4339      1.3805       1.2844       1.2473       1.1929       1.1348       1.0698        1.016        1.0016  
    cl_mt_pol_a     1.4695    2.5835      1.7581      -6.7846     47.42    0.039629    0.22377     0.7366    2.0639e-06    1.1257e-15    -5.6265    -4.0872    -2.5479    -1.5588     -1.0087    -0.50766          0    0.56997    1.6723    1.6723    2.7747    3.3259    3.3259    4.4282    6.0818      9.94    13.798         17.335             0.23782               6.6747                     1               6.8544             0.96266               1.0271               0.89758            -0.00525    -0.035437    -0.12973    -0.19491     -0.24168     -0.25287     -0.26088     -0.22715      0.043512    0.043512      0.28988      0.42288      0.42288      0.57938      0.73415      0.93427       0.99223  
    cl_mt_coh       1.6675     2.756      1.6528      -6.9222     50.17           0    0.22372    0.77628    6.2586e-06    4.8117e-16    -6.2032    -4.4597    -2.7162    -1.5883    -0.97269    -0.39152    0.13537    0.77081    1.8642    1.9331     3.061    3.5733    3.6766    4.8045    6.5825    10.616     14.65         19.691             0.25323               6.8544               0.96266               7.5957                   1               1.0661                0.8734          -0.0049961    -0.033788    -0.12202    -0.18092     -0.22198      -0.2361     -0.23403     -0.19183     -0.061074    0.082274      0.26735       0.3331      0.45173      0.57428      0.74912      0.93115        0.9907  
    cl_mt_pol_c     1.3409    0.4429     0.33031     0.021443    7.9369           0          0          1    0.00016567    1.4395e-16    0.14321    0.38004    0.74334    0.89426     0.96569      1.0213      1.075      1.106    1.1659    1.3883    1.7771    1.8071    1.8848    1.9995    2.0895    2.2994     2.928         2.8474             0.22786               1.0271               0.89758               1.0661              0.8734              0.19616                     1           7.118e-05    0.0019731    0.021895    0.052611     0.086801      0.12528      0.17169      0.24549       0.42244     0.53565      0.67039      0.71789      0.76944      0.84438      0.91956       0.9823       0.99773  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=47    4.8092     0.90175    0.031284        0.33874          0.28142               9.1564                0.10002        -5.2765    0.023787

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.398669 seconds.
Elapsed time is 1.113343 seconds.
                    mean        sd       coefofvar        min         max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15         p20         p25         p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    ________    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.61409      10.14      16.512     -4.0176e+05    2.6458           0    0.17939    0.82061    3.7459e-87    1.9938e-65    -16.492    -8.3301    -3.7624    -1.8337    -0.69724    0.099359      0.6452     1.0348     1.4295    1.5729    1.6787    1.6787    1.7545    1.8186    1.8894    2.0367     2.137         102.82                   1               2.7498               0.15745               2.8368             0.15385               0.35676              0.14768           -0.096457     -0.25753    -0.58654    -0.75528     -0.83083     -0.83841     -0.79783      -0.6653     -0.35968     0.0078953     0.46675      0.46675      0.55099      0.72972      0.84199      0.97309        0.9974  
    cl_mt_pol_a      0.479     1.7223      3.5958         -5.1478    48.483    0.079267    0.32771    0.59302     1.279e-89    2.0977e-64     -3.315    -2.7933    -2.7457    -2.2329     -1.7202     -1.2074    -0.69466          0    0.35291    1.4468    1.9937    1.9937    1.9937    2.5407    3.0876    4.7284    5.2753         2.7498             0.15745               2.9665                     1               3.0482             0.97325               0.31529              0.76835           -0.015872     -0.12949    -0.31622    -0.54333     -0.77191      -0.9213      -1.0081      -1.0252     -0.94645      -0.39391     0.18494      0.18494      0.18494      0.46843      0.66745      0.94722       0.98852  
    cl_mt_coh      0.58077     1.8184       3.131         -5.2445    50.128           0    0.32768    0.67232    3.7408e-88    1.3015e-64    -3.5044    -2.9403    -2.8923    -2.3282     -1.7642     -1.2002    -0.63611    0.10402    0.49198    1.5961    2.1361    2.1841    2.1841    2.7482    3.3122    4.9563    5.5684         2.8368             0.15385               3.0482               0.97325               3.3066                   1               0.33873              0.78184          -0.0067033    -0.059099    -0.27396    -0.46859      -0.6613     -0.78388     -0.85011     -0.85164      -0.7525      -0.43579    -0.18161      0.28228      0.28228      0.53407      0.70951      0.90934       0.99005  
    cl_mt_pol_c     1.2661    0.23825     0.18818        0.023787    4.4914           0          0          1    3.7459e-87    1.9938e-65    0.44836    0.50488    0.95618      1.035      1.0919      1.1351      1.1432     1.2127     1.2408     1.275    1.3665    1.3836    1.4147     1.452    1.8391    1.9075    2.0643        0.35676             0.14768              0.31529               0.76835              0.33873             0.78184              0.056764                    1          0.00040555    0.0039399     0.03679    0.069059      0.12386      0.16228      0.20132      0.29946      0.43825        0.5965     0.69631      0.75228      0.82307      0.86146      0.93667       0.9858        0.9994  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=48    3.7163     0.92845    0.016126        0.24333          0.11845               4.0527                0.13569        -12.691    0.023641

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.535708 seconds.
Elapsed time is 1.463367 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1         p1         p5        p10         p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    _______    __________    _______    __________    ________    ________    ________    ______    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        2.3298    0.77826     0.33404        -9628    4.8129          0    0.00021383    0.99979    4.3834e-11       0          1.5111       1.831    2.0689      2.1715     2.1715     2.2423     2.2423     2.3276     2.3276     2.3693     2.4451     2.4451     2.4695     2.4695     2.5266     2.6277     2.6921         0.60569                  1              0.026038              0.16348              0.024842            0.14591              0.015679              0.13809          0.00020428    0.0074207    0.043016      0.15826      0.15826      0.23335     0.23335      0.47973      0.47973      0.73048      0.81303      0.81303      0.94398      0.94398      0.94768       0.9987          1     
    cl_mt_pol_a    0.055609    0.20465      3.6802      -12.382    47.947    0.45202      0.048509    0.49947    9.2076e-13       0        -0.52377    -0.49694         0           0          0          0          0          0          0    0.10121    0.10121    0.10121    0.10121    0.10121    0.10121    0.73076    0.73076        0.026038            0.16348              0.041883                    1              0.038009            0.84895              0.009748              0.32648           -0.041454     -0.18959    -0.44702     -0.44702     -0.44702     -0.44702    -0.44702     -0.44702     -0.44702      0.37555      0.37555      0.37555      0.37555      0.37555      0.37555            1          1     
    cl_mt_coh       0.18455    0.21877      1.1854      -12.659    50.174          0      0.048545    0.95145     5.876e-11       0        -0.50487    -0.43402     0.032    0.067421    0.10284    0.10284    0.13826    0.13826    0.17368    0.20568     0.2411     0.2411    0.27652    0.27652    0.27652    0.91623    0.91623        0.024842            0.14591              0.038009              0.84895              0.047859                  1              0.011759              0.36842           -0.013018    -0.052701    -0.11223    -0.093434    -0.035328    -0.035328    0.079481     0.079481      0.26126      0.37746      0.56146      0.56146      0.77528      0.77528      0.77528            1          1     
    cl_mt_pol_c      1.2787    0.14589     0.11409     0.023641    3.8826          0             0          1     1.199e-09       0         0.83957     0.98679    1.0563      1.0563     1.1591     1.1591     1.2418     1.2686     1.2686     1.2703     1.2804     1.4225     1.4225     1.5253     1.5253     1.6976     1.8417        0.015679            0.13809              0.009748              0.32648              0.011759            0.36842              0.021285                    1          0.00072291    0.0093818     0.11603      0.11603      0.18695      0.18695     0.21776      0.46313      0.46313      0.70808       0.7333      0.82882      0.82882      0.96773      0.96773      0.99377          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=49    3.6098     0.91349    0.054515        0.77962          0.49172               3.2659                0.10023        -15.875    0.013195

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.548001 seconds.
Elapsed time is 0.760958 seconds.
                    mean       sd      coefofvar      min        max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5        p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ________    ______    __________    __________    _______    __________    _________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      1.7157    123.23      71.825       -30988      4.33             0      0.073375    0.92663    2.8041e-07    0.0040547    -68.333    -10.341    -1.8226    1.3589    2.4563    2.9229    3.2175     3.511    3.7965    3.9911    4.0973    4.1457    4.1911    4.2362    4.2811    4.3109      4.33          15186                    1              54.185               0.040387              58.143             0.041093              4.2133                0.0296             -0.71495     -0.82161     -0.93906    -0.93135     -0.86982      -0.7925     -0.69775     -0.50798     -0.17081      0.15047       0.3895      0.50746      0.62818      0.75111      0.87759      0.97614          1     
    cl_mt_pol_a     22.02    10.887     0.49444      -15.488    47.415    0.00016695    0.00059946    0.99923    1.3335e-07      0.02128    0.24417     3.4314     5.3437     8.531    11.081    12.993    14.268    17.455    20.005    25.105    28.929    30.842    34.029    38.491     43.59    47.415    47.415         54.185             0.040387              118.53                      1              124.42              0.99532              11.164               0.88775          -7.2278e-05     0.001117     0.010562    0.027595     0.052711     0.081535      0.10657      0.19983      0.31106      0.46482      0.58333      0.65048       0.7288      0.81329      0.89823            1          1     
    cl_mt_coh       23.31    11.482     0.49257      -15.843    50.128             0     0.0006032     0.9994    1.5258e-07    0.0050064    0.33762     3.7227     5.6911    9.0762    11.741    13.782    15.174    18.439      21.2    26.577    30.611    32.651    35.964    40.621    46.071    50.104    50.128         58.143             0.041093              124.42                0.99532              131.83                    1              11.568               0.87227          -7.5071e-05    0.0010176    0.0095135    0.025824     0.047664     0.076286      0.10718      0.17875      0.30773      0.46121      0.57938       0.6511      0.72241       0.8031      0.89601      0.98923          1     
    cl_mt_pol_c     2.478    1.1551     0.46612     0.013195    11.313             0             0          1    3.4706e-06    0.0040547    0.33598    0.51148     1.0843    1.3276    1.4938    1.6056    1.7049    1.8141    2.3993    2.7295    3.0075     3.278    3.5983     3.836    4.1487    5.2727    11.313         4.2133               0.0296              11.164                0.88775              11.568              0.87227              1.3342                     1           0.00010611    0.0037523     0.016592    0.043157     0.070006      0.10689      0.13604      0.21884      0.33339       0.4895      0.60501      0.66629      0.73595      0.81475      0.89348      0.97121          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=50     3.719     0.90286    0.0075327       0.14531          0.3438                8.5943                0.10635        -12.486    0.021244

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.395965 seconds.
Elapsed time is 1.333067 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65         p75         p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -40.769     389.55      -9.555       -12996    3.5826           0    0.48021    0.51979    1.7124e-05       0          -6120     -914.4    -74.715    -23.354    -10.214    -5.4684    -4.1576    -1.2698    0.40176      1.0657      1.4012     1.5286     1.6305      1.688     1.8424    2.0934    2.2863       1.5175e+05                 1               272.21               0.28404               327.29             0.31441                30.675              0.26253            0.22743       0.70647     0.92783     0.97551      0.99263       1.0025       1.0088       1.0147       1.0159       1.0132       1.0102      1.0075        1.0061       1.0045       1.0024       1.0005        1.0001  
    cl_mt_pol_a    -2.0641     2.4601     -1.1918      -12.182    48.993    0.063638    0.76371    0.17265    2.7133e-07       0         -10.71    -8.9806    -6.6753    -5.5227    -4.5368    -3.9385    -3.7937    -2.6905    -1.5163    -0.91211    -0.33579          0    0.26412    0.89696    0.89696    2.1627    3.4284           272.21           0.28404               6.0521                     1               6.4491             0.98099               0.64957              0.88031          0.0080422      0.052007     0.21479     0.36164      0.46778      0.57805      0.67523      0.82241      0.98778       1.0677        1.084       1.084        1.0775       1.0456       1.0456       1.0123        1.0013  
    cl_mt_coh      -2.1533     2.6723      -1.241      -12.454    50.136           0    0.76368    0.23632    9.4853e-07       0        -11.712    -9.7996    -7.2491    -5.9739    -4.7507    -4.1131    -4.0611    -2.8119    -1.5366    -0.87299    -0.23537    0.13613    0.40224     1.0138     1.0399    2.3151    3.5903           327.29           0.31441               6.4491               0.98099               7.1411                   1               0.70181              0.87559          0.0081943      0.053919     0.22231     0.37355      0.48332      0.59132       0.6941      0.84202       1.0073        1.083       1.0945      1.0909        1.0817        1.068       1.0468       1.0124        1.0013  
    cl_mt_pol_c     1.0716    0.29994      0.2799     0.021244    4.3857           0          0          1    0.00022744       0        0.11368    0.29757    0.54274     0.6964    0.78792    0.84922    0.90947    0.97203     1.0944      1.1868      1.2146     1.2889      1.347     1.3803     1.4575    1.8405    2.0275           30.675           0.26253              0.64957               0.88031              0.70181             0.87559              0.089966                    1          0.0001115     0.0022361    0.020059    0.049436     0.095213      0.13049      0.16542      0.24933      0.41899      0.55836      0.66903      0.7279       0.78995      0.86606      0.91836      0.98585       0.99865  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=51    3.2768     0.92419    0.035932        0.95167          0.48307               8.1947                0.10618        -11.146    0.021782

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.665001 seconds.
Elapsed time is 5.076333 seconds.
                    mean       sd      coefofvar      min        max        pYis0        pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ________    ______    _________    _________    _______    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -6.492    115.45     -17.784      -3982.7    5.6993            0      0.66953    0.33047    2.0294e-05    0.034835    -2324.4    -14.947     -5.306     -5.306     -5.306     -5.306     -3.496    -1.4307    -1.4307    -1.4307    4.7536    5.0061    5.0061    5.0061    5.3985    5.6993    5.6993          13330                    1              198.97                0.1934               209.51             0.19652               18.977               0.041984             0.47798       0.9393      1.1384      1.1384       1.1384       1.1384        1.143        1.238        1.238        1.238       1.1984       1.0801       1.0801       1.0801       1.0319         1             1     
    cl_mt_pol_a    24.776    8.9109     0.35966      -10.874    48.266    0.0019087    0.0020998    0.99599    1.0127e-07    0.085385    -3.9441      12.73     19.958     19.958     19.958     19.958     19.958     19.958     19.958     22.367    30.799    30.799    30.799    39.834    48.266    48.266    48.266         198.97               0.1934              79.404                     1               82.186             0.99883               23.683                0.67884         -0.00028214    0.0018415     0.49842     0.49842      0.49842      0.49842      0.49842      0.49842      0.49842       0.5462      0.78853      0.78853      0.78853      0.80899            1         1             1     
    cl_mt_coh      25.786    9.2339      0.3581      -11.114    50.136            0    0.0021076    0.99789    3.5194e-07    0.049765    -4.1729     13.246     20.759     20.785     20.785     20.785     20.785     20.811     20.811     23.229    31.938    32.016    32.042    41.375     50.11    50.136    50.136         209.51              0.19652              82.186               0.99883               85.265                   1               24.396                0.67483          -0.0002928    0.0016222    0.071204     0.21141      0.21141      0.21141      0.21141        0.499        0.499      0.51853      0.61974      0.68999      0.78898      0.80851      0.90324         1             1     
    cl_mt_pol_c    2.1707    3.9151      1.8036     0.021782    22.019            0            0          1    0.00014447    0.034835    0.18107    0.57357    0.73423    0.73423    0.73423    0.73423    0.79916     0.8982     0.8982     0.8982    2.2796    3.0232    3.0232    3.0232    3.6508    22.019    22.019         18.977             0.041984              23.683               0.67884               24.396             0.67483               15.328                      1          0.00019712    0.0016071     0.08073     0.08073      0.08073      0.08073     0.082866      0.24974      0.24974      0.24974      0.33143      0.54134      0.54134      0.54134      0.63816         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=52    3.3997     0.91205     0.0127          0.072           0.15634               8.2941                0.1176         -18.958    0.029111

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.309684 seconds.
Elapsed time is 0.996516 seconds.
                      mean         sd       coefofvar      min        max       pYis0       pYls0        pYgr0       pYisMINY     pYisMAXY     p0_1         p1          p5         p10          p15          p20          p25         p35        p50        p65        p75        p80        p85        p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   __________    _______    _________    ________    ______    _______    __________    ________    __________    ________    _______    ________    ________    ________    _________    _________    _________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val          1.8295     1.5283     0.83537        -2019    4.3806          0    0.00054018     0.99946    2.5065e-09       0        0.36192      1.1844      1.5019      1.6567        1.688       1.6886       1.6892      1.851     1.8666     1.8666     1.9701     1.9791     1.9791     1.9791     2.0758     2.1835    2.3405          2.3357                   1             0.060523                0.157              0.065873            0.15985              0.026066              0.086845         -0.0013417    0.0055929    0.037613    0.087249      0.16969      0.20672       0.22012     0.33426      0.71715      0.71715      0.72937      0.93479      0.93479      0.93479      0.96717      0.99441       0.99983  
    cl_mt_pol_a    -0.0088602    0.25224     -28.469      -16.749    48.019    0.68592       0.25792    0.056167     7.508e-11       0        -1.8693    -0.67058     -0.6428    -0.03016    -0.029535    -0.029535    -0.029535          0          0          0          0          0          0          0    0.64419    0.64419     1.321        0.060523               0.157             0.063627                    1              0.057417            0.84417              0.010427               0.21049            0.29012       1.3619      4.7037      4.9877       5.3797       5.3797        5.3797      5.3797       5.3797       5.3797       5.3797       5.3797       5.3797       5.3797       1.5722       1.5722        1.0173  
    cl_mt_coh         0.12013    0.26964      2.2445      -17.136    50.151          0      0.058195     0.94181    3.3155e-10       0        -1.9386    -0.62713    -0.56787    0.061631     0.087886     0.091263      0.11752    0.12089    0.12089    0.15053    0.15053    0.15053    0.15053    0.15053    0.74364     0.8029    1.4883        0.065873             0.15985             0.057417              0.84417              0.072707                  1              0.015972               0.30161          -0.022837    -0.099438    -0.31949    -0.29914     -0.25766     -0.20431     -0.089295     0.10607      0.10607      0.61047      0.61047      0.61047      0.61047      0.61047      0.65223      0.95304       0.99862  
    cl_mt_pol_c        1.2755    0.19639     0.15398     0.029111    4.3314          0             0           1    1.0628e-07       0        0.84849     0.90763      0.9937      1.0267       1.0267        1.028       1.2285     1.2285     1.2615     1.2615     1.2697     1.5629     1.5959     1.5959     1.5959     1.6496    1.6496        0.026066            0.086845             0.010427              0.21049              0.015972            0.30161               0.03857                     1         0.00064572    0.0077457    0.039789     0.12233      0.12233      0.16634       0.30304     0.30304      0.67504      0.67504      0.70345      0.77867      0.96914      0.96914      0.96914      0.99895       0.99895  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=53    2.9372     0.90982    0.034962        0.79717          0.33528               5.017                 0.13141        -8.562     0.0069553

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.369956 seconds.
Elapsed time is 0.791697 seconds.
                    mean        sd      coefofvar       min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1         p1          p5         p10        p15        p20        p25         p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    _________    ______    ________    ________    _______    __________    __________    ________    _________    _______    _______    _______    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.37839    4.9948        13.2         -7831    5.2997           0     0.30105    0.69895    7.4548e-13    3.0264e-05     -43.043      -13.408    -9.4189     -4.486    -2.6708    -2.3129    -0.80707    0.81958    1.9912    2.7183    3.2251     3.507    3.7942    4.0925    4.4429    4.8698     5.136         24.948                   1               18.432               0.59315                18.58             0.57768               2.2613               0.69757             -0.16931       -0.90586      -2.5825      -3.0258      -3.6915     -3.7581      -3.9333      -3.8685      -3.2975      -2.3961      -1.5928      -1.0893     -0.66473     -0.14483      0.38721      0.87266       0.98652  
    cl_mt_pol_a     7.0422    6.2213     0.88343       -8.3531    48.311    0.010191    0.014218    0.97559    8.9815e-14    5.1053e-05    -0.18635     -0.17321    0.38803    0.38803    0.38803     1.5428      2.6976     4.4297    6.1619    7.3166    9.0488    10.781     13.09    15.977    19.442     28.68    39.073         18.432             0.59315               38.704                     1               39.824             0.99409                3.663               0.90721          -3.4424e-05    -0.00035824    0.0072945    0.0072945    0.0072945     0.01784     0.039287     0.094373      0.21555      0.35281      0.44766      0.52836      0.61867      0.71741      0.84606      0.95462       0.99396  
    cl_mt_coh       7.4233    6.4393     0.86744         -8.53    50.168           0    0.014215    0.98578     2.188e-13     2.041e-05    -0.12992    -0.027769     0.5017    0.53575     0.5698     1.7309       2.892     4.6506    6.5115    7.7066    9.5334    11.292    13.614    16.636    20.256    29.783    40.607          18.58             0.57768               39.824               0.99409               41.464                   1               3.6933               0.88376          -2.3653e-05    -0.00011761    0.0026427    0.0058364     0.010097    0.018024     0.032859     0.080819      0.20328       0.3437      0.45314      0.52301      0.60439      0.70748      0.83429      0.95331       0.99405  
    cl_mt_pol_c     1.5265     0.649     0.42514     0.0069553    7.1115           0           0          1    5.7389e-12    3.0264e-05     0.17096      0.42699    0.45914     1.0385     1.0385     1.0788      1.1192      1.198    1.2605    1.8985    2.0196    2.0762    2.1407    2.2543    2.8519      3.34    4.3377         2.2613             0.69757                3.663               0.90721               3.6933             0.88376               0.4212                     1           0.00016668      0.0026101     0.020674     0.081489     0.081489     0.11282      0.14813      0.21934      0.38649      0.48248      0.61568      0.68306      0.74631      0.81942      0.89561      0.97688       0.99718  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=54    4.1437     0.94459    0.053251        0.13417          0.11491               8.9296                0.14659        -8.2429    0.0092814

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.652192 seconds.
Elapsed time is 4.887496 seconds.
                    mean       sd       coefofvar        min         max        pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5        p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    _________    __________    _______    __________    __________    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      4.8893    0.86036     0.17597     -7.7952e+05    5.6555            0     3.583e-30          1    8.2571e-38    1.1572e-13     2.6715      2.8964     3.1096    3.3777    3.6746    4.0127    4.3131    4.9052    5.3227    5.5025    5.5688     5.591    5.6074    5.6182    5.6262    5.6309    5.6337        0.74022                   1               10.823               0.87987               11.399             0.87984              0.57921               0.86744           0.00057406     0.0074615      0.03676     0.066485       0.1014     0.14617      0.18327      0.27779      0.43584       0.5999      0.71336      0.77044      0.82896      0.88851      0.94325      0.99167       0.99934  
    cl_mt_pol_a    20.083     14.297     0.71187         -7.8103    47.472    0.0078828    0.00081399     0.9913    2.7832e-39    6.5788e-12          0    0.073556    0.63782    1.7664    2.3306    4.0234    5.7162    11.359    19.823    27.723    33.365    36.187    38.444    40.137    41.265    42.394    42.958         10.823             0.87987                204.4                     1               215.28             0.99998               10.893               0.98176          -1.8538e-05    7.8454e-05    0.0011133    0.0054586    0.0084408    0.018743     0.029492     0.074954      0.19351       0.3612      0.51495       0.6067      0.70398      0.80837      0.89656      0.99632       0.99967  
    cl_mt_coh       21.32     15.058     0.70632         -8.2109    50.188            0    0.00081428    0.99919    2.0745e-38    4.0227e-12    0.10947     0.18763    0.85942    1.9702    2.6424    4.3864    6.2083    11.996    20.911    29.387     35.33    38.301    40.679    42.462     43.65    44.839    45.433         11.399             0.87984               215.28               0.99998               226.76                   1               11.476               0.98192          -1.2478e-05    7.3953e-05    0.0016348    0.0040074    0.0095717    0.018024     0.031258     0.071496      0.18613      0.36345      0.51679      0.60821      0.70512      0.80911      0.89696      0.99634       0.99967  
    cl_mt_pol_c    2.3494    0.77609     0.33034       0.0092814    4.3261            0             0          1    8.2571e-38    1.1572e-13     1.0671      1.1311     1.2737    1.3338     1.424     1.515    1.6119    1.8747    2.3254    2.7761    3.0766    3.1968     3.317     3.408    3.5273    3.7385    3.7686        0.57921             0.86744               10.893               0.98176               11.476             0.98192              0.60232                     1              0.00124     0.0076996     0.031637     0.055412     0.085699     0.11367      0.14768      0.22236      0.35715      0.52025      0.64701       0.7085      0.78707      0.85029      0.93718       0.9904       0.99878  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=55    1.7492     0.87032    0.018293        0.75398          0.36474               8.3165                0.13778        -18.579    0.016072

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.298953 seconds.
Elapsed time is 0.371414 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50         p65         p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    ________    ________    ________    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -3.9806     7.5611     -1.8995      -29.655    7.0287           0    0.57555    0.42445    0.00099118       0         -28.786     -27.697    -21.543    -15.557    -11.844    -8.4761    -6.3502    -3.6063      -1.167     0.19885    0.70786     1.4214     2.1466    2.5825    2.9773     4.369    5.1861         57.171                   1               30.957               0.79982               40.091             0.93613               2.8412               0.62888            0.064439       0.14053     0.32554     0.56749      0.72761      0.86006      0.95909       1.0734       1.1545       1.1599       1.1498      1.1345        1.1118       1.0789        1.046      1.0114          1.001  
    cl_mt_pol_a    -3.0507      5.119     -1.6779      -18.126    47.727    0.046362    0.72457    0.22906    4.5765e-05       0         -17.181     -16.329    -13.654    -11.068    -8.9486    -7.1035    -5.8734    -3.4999    -0.97724    -0.33798          0    0.30958    0.99679     1.684    3.0584    7.1817    12.679         30.957             0.79982               26.204                     1                25.46             0.87812               1.8717               0.61192            0.008402       0.10167     0.25229     0.46197      0.62358      0.77909      0.87925       1.0221       1.1325       1.1644       1.1644      1.1588        1.1443       1.1092       1.0921      1.0314         1.0041  
    cl_mt_coh      -3.3171     5.6641     -1.7076      -18.547    50.176           0    0.72456    0.27544    5.2699e-05       0         -18.475     -18.403     -14.94    -12.141    -10.005    -7.9058    -6.5063    -3.7432    -0.94406    -0.20819    0.17635    0.49159     1.1914    1.8912    3.2907    7.4894    13.088         40.091             0.93613                25.46               0.87812               32.082                   1               2.3147               0.68392            0.012891      0.099247     0.27177     0.47376      0.63453      0.79344      0.89467       1.0371       1.1439       1.1669       1.1648       1.157        1.1412       1.1053       1.0885      1.0298         1.0039  
    cl_mt_pol_c      1.224    0.59752     0.48817     0.016072    7.7346           0          0          1      0.020771       0        0.016072    0.016072    0.55788    0.67849    0.76522    0.83841    0.89171    0.97246      1.0174      1.2621     1.4316     1.6933      1.738    1.9171    2.4308     3.294    4.2818         2.8412             0.62888               1.8717               0.61192               2.3147             0.68392              0.35703                     1          0.00027274    0.00027274    0.012107    0.037532     0.068835      0.10329      0.13487      0.21119      0.34483      0.46899      0.58317      0.6727       0.73024      0.78748      0.89076      0.9709        0.99746  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=56    1.6283     0.9324     0.059292        0.9556           0.13778               2.0497                0.14052        -18.552    0.023207

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.876314 seconds.
Elapsed time is 5.883507 seconds.
                    mean       sd      coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20         p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ________    ______    _______    _______    _______    __________    __________    ________    _______    _______    _______    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      6.0198    7.5521      1.2545      -23.329    16.304          0    0.12726    0.87274     0.0013921    2.1392e-11     -23.329    -18.986    -11.833     -6.339    0.91005     0.91005    0.91005    7.6262    8.6798    10.555    10.555    11.203    11.528    12.862    12.862    15.177    15.177         57.034                   1               73.708               0.81231               79.299             0.82309               5.6581               0.73751           -0.005395    -0.035678     -0.13556     -0.20972     -0.20587     -0.20587     -0.20587    -0.028206     0.19897      0.55922      0.55922      0.66563      0.67288      0.91057      0.91057      0.99996       0.99996  
    cl_mt_pol_a    13.364    12.015     0.89906      -18.099    47.201    0.18096     0.1268    0.69224    0.00066674    2.1392e-11     -17.603    -15.195    -7.2496    -1.5863          0           0          0    13.523    13.523    24.749     25.41     25.41     25.41     25.41     25.41     25.41     25.41         73.708             0.81231               144.36                     1                152.1             0.99233               7.4622               0.61138          -0.0028356    -0.012791    -0.045468    -0.060091    -0.061424    -0.061424    -0.061424      0.13701     0.13701      0.35349      0.99967      0.99967      0.99967      0.99967      0.99967      0.99967       0.99967  
    cl_mt_coh      14.241    12.757     0.89579       -18.52     50.18          0    0.12681    0.87319    0.00085099    2.1887e-12     -18.483    -16.347     -7.916    -1.6205      0.032    0.068967    0.10593    14.357    14.505    26.249    26.985    26.985    27.022    27.059    27.059    27.096    27.096         79.299             0.82309                152.1               0.99233               162.74                   1               8.0654               0.62236          -0.0033704    -0.012848    -0.045585    -0.060021    -0.061147    -0.060901    -0.060515    -0.014059     0.13875      0.33899      0.62309      0.62309      0.80812      0.93471      0.93471      0.99967       0.99967  
    cl_mt_pol_c    2.1819    1.0159     0.46558     0.023207    7.1095          0          0          1     0.0069551    2.1392e-11    0.023207    0.83737     1.0116     1.0601     1.0601      1.1351     1.3275    1.8619    2.0323    2.5667    2.5667    2.9396     3.057    3.6443    3.6443    5.8174    5.8174         5.6581             0.73751               7.4622               0.61138               8.0654             0.62236                1.032                     1          7.3974e-05    0.0015136      0.01822     0.082765     0.082765     0.091377      0.12903      0.24949     0.34295      0.64202      0.64202       0.7208      0.72608      0.91033      0.91033      0.99996       0.99996  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=57    2.9834     0.90354     0.00231        0.55853          0.37203               6.4735                0.13316        -8.5263    0.019716

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.456096 seconds.
Elapsed time is 0.452682 seconds.
                    mean        sd       coefofvar      min        max       pYis0      pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10         p15         p20         p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35     fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    ________    _______    __________    __________    _______    _______    ________    _________    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.56243     5.8721     10.441       -1216.3    4.6259          0     0.19642    0.80358    9.2387e-07    5.3154e-53    -20.307    -6.2881      -2.204      -1.5516    -0.72621    0.039105    0.18617    0.50212    1.1478    1.4016     1.767    1.9385    2.0963    2.2368    2.5756    3.0038    3.3982         34.482                   1                2.998               0.27852                2.938             0.27011              0.60797               0.27761            -0.16318     -0.33921     -0.58281     -0.77583     -0.87449     -0.87343     -0.84408      -0.81303    -0.59206     -0.26473     0.055597      0.27388      0.42957      0.54333       0.7729      0.94593       0.99394  
    cl_mt_pol_a     1.4694      1.833     1.2474       -8.3183    49.885    0.15006      0.1349    0.71504    4.2842e-08    5.3154e-53    -2.9204     -1.727    -0.68941     -0.14593           0           0          0    0.43085    1.0267    1.6225    2.2183    2.2183    2.8142    4.0058    5.1975    7.5808    11.156          2.998             0.27852               3.3601                     1               3.2499             0.95715              0.55716               0.81498          -0.0030443     -0.01585     -0.04731    -0.057817    -0.057817    -0.057817    -0.057817      -0.03217    0.073887       0.2954      0.41418      0.41418      0.51512      0.66889      0.80058      0.94317       0.99345  
    cl_mt_coh        1.608     1.8523     1.1519       -8.4943     50.17          0    0.096919    0.90308    1.1253e-07    1.0843e-52    -3.0502    -1.7865    -0.62674    0.0050808     0.10122     0.13583    0.17044    0.60229    1.1995    1.7967    2.3593    2.3939    2.9911    4.1509    5.3799    7.7688    11.283          2.938             0.27011               3.2499               0.95715                3.431                   1              0.53732               0.77779           -0.002975    -0.015134    -0.042866     -0.04666    -0.045018    -0.041114    -0.033187    -0.0018417     0.10893      0.32985      0.38734      0.44572      0.54291      0.65453       0.8135      0.94713       0.99241  
    cl_mt_pol_c     1.2742    0.37296     0.2927      0.019716    4.4436          0           0          1    6.3671e-06    5.3154e-53    0.33573     0.4447     0.56303      0.84297     0.96732      1.0598     1.1271     1.1295    1.1309    1.6125     1.618    1.6208    1.7281    1.7308    1.7391    2.2249    2.5584        0.60797             0.27761              0.55716               0.81498              0.53732             0.77779               0.1391                     1          0.00021913    0.0039463     0.021169     0.048221     0.085963       0.1255      0.20504       0.31848     0.42322      0.53327      0.68158      0.71914      0.80144       0.8597      0.92185      0.98495       0.99818  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=58    4.5314     0.91929    0.051497        0.94994          0.19339               6.1761                0.13889        -9.9197    0.022703

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.516300 seconds.
Elapsed time is 5.325889 seconds.
                    mean       sd      coefofvar        min         max        pYis0         pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1        p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ___________    ______    __________    __________    ______    __________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.881     18.74      6.5046     -1.8318e+05    3.5028             0     0.0049021    0.9951    7.6067e-14    0.026508    -93.044    2.3829    2.8243    2.9497      3.14      3.14      3.14    3.2391    3.3442    3.3975     3.436    3.4596    3.4596    3.4726    3.4903    3.5028    3.5028         351.18                    1              12.121               0.098928              12.743             0.098876              1.1739               0.047145           -0.11707      -0.1243    -0.071827    -0.041329     0.14934      0.14934      0.14934      0.25596       0.5664      0.65256      0.71081      0.85075      0.85075      0.89221      0.95619         1             1     
    cl_mt_pol_a    29.625    6.5382      0.2207         -9.6778    47.551    4.8128e-07    2.5401e-08         1    1.7886e-15    0.065161    0.45128    16.151    23.129    23.129    23.129    23.129    28.362    28.944    28.944    28.944    28.944    31.851    34.177    34.759    47.551    47.551    47.551         12.121             0.098928              42.748                      1              44.949              0.99967              6.2725                0.72204         2.8202e-05    0.0027564      0.15528      0.15528     0.15528      0.15528      0.19671      0.71661      0.71661      0.71661      0.71661      0.73226      0.84581      0.84698            1         1             1     
    cl_mt_coh      31.298     6.877     0.21973         -9.8877    50.178             0    2.5466e-08         1    1.8852e-15    0.031317    0.65231    17.124    24.425    24.461    24.498    24.498    30.001    30.539    30.576    30.612    30.612    33.669    36.079    36.726    50.141    50.178    50.178         12.743             0.098876              44.949                0.99967              47.294                    1              6.5539                0.71725         3.7037e-05    0.0026874     0.037419      0.08385     0.15565      0.15565      0.19713       0.3051      0.46686      0.71692      0.71692      0.73257      0.79636      0.84723      0.94979         1             1     
    cl_mt_pol_c    2.8038    1.3287      0.4739        0.022703    8.3638             0             0         1    3.5838e-13    0.026508    0.40702    1.3353    1.5561    1.6758    1.8555    1.8555    1.8555    2.1147    2.4141    2.6836    3.5284    3.8279    3.8279    4.0974    4.7861    8.3638    8.3638         1.1739             0.047145              6.2725                0.72204              6.5539              0.71725              1.7654                      1         0.00012574    0.0062099     0.036198     0.054243     0.16889      0.16889      0.16889      0.23865      0.46567      0.53923      0.60036       0.7579       0.7579      0.81029      0.89883         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=59    2.5617     0.94981    0.042393        0.10815          0.34194               2.0038                0.11361        -12.066    0.018242

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.713435 seconds.
Elapsed time is 3.955938 seconds.
                    mean       sd       coefofvar      min        max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5        p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10      fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    ________    _______    __________    __________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      7.6414     2.7342     0.35782      -328.75    10.846            0    0.024912    0.97509    4.2509e-08    2.5746e-13    -10.992    -3.0049     2.5974    4.5551    5.5082    6.2652    6.8272    7.7464     8.628    9.1362    9.3821    9.4949    9.6017    9.6621    9.7516     9.866    9.9969         7.4761                   1               23.705               0.86245               24.725             0.86207               1.0906               0.85684           -0.0023182     -0.008687    -0.0061161      0.020001        0.05242     0.09245      0.13214      0.22794       0.3983      0.56676      0.68615      0.75342      0.82626      0.87368      0.94908      0.99045       0.99881  
    cl_mt_pol_a    16.689     10.052     0.60232      -11.772    47.967    0.0042129    0.072642    0.92315    9.3113e-08    1.2878e-11    -7.4469    -5.1482    -1.2681    1.7909    4.2212    6.6515    8.4742    12.727    18.803    23.056    25.486    26.701    27.917    28.524    29.739    30.954    32.777         23.705             0.86245               101.05                     1               105.33             0.99891                4.533               0.96868          -0.00054137    -0.0038656     -0.011286    -0.0098607    -4.4932e-05    0.017788     0.036798      0.10225      0.26372      0.45065      0.59781      0.68518      0.78302       0.8362      0.95703      0.98954        0.9987  
    cl_mt_coh      17.474      10.49     0.60031      -12.034    50.145            0    0.068104     0.9319    3.6981e-07    1.2318e-12    -7.6011    -5.5877    -1.2678    1.9272    4.4605    6.9939    8.9789    13.412    19.632    24.122    26.655    27.894    29.132     29.85     31.06    32.327    34.255         24.725             0.86207               105.33               0.99891               110.03                   1               4.7288                0.9684          -0.00056763    -0.0038885     -0.011245     -0.010293     -0.0014129    0.015416      0.03757       0.1032      0.24681      0.44238      0.58696      0.65999       0.7403      0.83139      0.92023      0.98381       0.99833  
    cl_mt_pol_c    1.9809    0.46552       0.235     0.018242    5.3821            0           0          1    5.3022e-07    2.5746e-13    0.54158    0.86523     1.1632    1.3207    1.4473    1.5503    1.6298    1.8279    2.0597    2.2458     2.351    2.4003     2.446    2.5033    2.6006    3.0873    3.1646         1.0906             0.85684                4.533               0.96868               4.7288              0.9684              0.21671                     1            0.0002218     0.0035609      0.025284      0.058688       0.093033     0.12898      0.16922      0.25888      0.40586      0.56738      0.70014      0.74633      0.80969      0.87367       0.9362      0.99066       0.99886  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=60    2.0111     0.87435    0.043604        0.24527          0.26299               5.7286                0.12035        -16.58     0.0066818

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.438147 seconds.
Elapsed time is 1.231368 seconds.
                    mean        sd      coefofvar       min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50         p65        p75         p80         p85         p90         p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    _________    ______    ________    _______    ________    __________    ________    _________    _______    _______    _______    _______    _______    _______    _______    ________    _______    ________    ________    ________    ________    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -3.4215    12.961      -3.788       -154.15    6.1705           0    0.55758     0.44242    3.9392e-05       0          -154.02    -71.921    -14.388     -8.274    -5.9544    -4.3903    -3.2071    -1.6418    -0.28273    0.69846      1.1157      1.1447      1.4954      1.5202     1.8364     2.1363    2.3729         167.98                   1               22.507                0.6404               27.316             0.70733               2.0794               0.49443            0.060771      0.32341     0.66066     0.81236      0.90707      0.97678        1.033       1.0975        1.138       1.1279       1.1035       1.0917       1.0666       1.0492      1.0278        1.0034        1.0006  
    cl_mt_pol_a    -3.3056    2.7116    -0.82031       -16.175    45.958    0.035425    0.94133    0.023245    3.6817e-06       0          -14.823    -12.289    -8.1281    -6.9153    -6.3089    -5.7025    -5.0961    -3.9677     -2.7285    -1.5571     -0.8891    -0.85127    -0.25575    -0.24486          0    0.38813    1.0391         22.507              0.6404                7.353                     1               7.8167             0.96743              0.72538               0.82436           0.0054172      0.04198      0.1561     0.28085      0.36911      0.45776      0.54858      0.68727      0.84023      0.92992      0.97605      0.99634      0.99812       1.0038      1.0038        1.0016        1.0002  
    cl_mt_coh      -3.5069    2.9797    -0.84967       -16.548    50.154           0    0.94133    0.058674    1.5839e-05       0          -16.425     -13.09    -8.9523    -7.5935    -6.9141    -6.2347    -5.5553    -4.2271     -2.8683    -1.5706    -0.86069    -0.79967    -0.18131    -0.12029    0.12353     0.5591    1.2385         27.316             0.70733               7.8167               0.96743               8.8784                   1              0.84742               0.87643           0.0073818     0.042839     0.15957     0.28726      0.37695      0.46698      0.55899      0.69822      0.85141      0.93982      0.98365       1.0017        1.003       1.0059      1.0053        1.0018        1.0002  
    cl_mt_pol_c    0.97171    0.3245     0.33394     0.0066818    6.8061           0          0           1     0.0013497       0        0.0066818    0.20497    0.41522    0.53861    0.62028    0.69326    0.75754    0.86585     0.98518     1.1004      1.1603         1.2      1.2464      1.3923     1.5657     1.8569    1.9212         2.0794             0.49443              0.72538               0.82436              0.84742             0.87643               0.1053                     1          9.2809e-06    0.0014774    0.015195    0.040813     0.073213      0.10681       0.1465      0.22736      0.37367      0.53421      0.65464       0.7112      0.77382      0.84408      0.9504       0.99027       0.99818  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=61    4.9663     0.96542    0.010214        0.76599          0.42993               7.2516                0.12669        -5.0761    0.016874

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.792482 seconds.
Elapsed time is 0.870929 seconds.
                    mean       sd       coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    __________    __________    _______    __________    _________    _______    _______    _______    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      1.7391     19.861       11.42     -2.7109e+06    6.5792             0         0.118      0.882    8.8348e-19    0.0037118    -154.58    -50.977    -7.8512    -0.87706    1.2191    2.1599    2.8641     3.668    4.3423    5.1636    5.6588     5.882    6.0826    6.2649    6.4168    6.5263    6.5792         394.46                   1                66.96               0.30495               66.849             0.30135                2.557                0.2207            -0.21224      -0.6651     -1.1801     -1.2736      -1.2603      -1.2101      -1.1241     -0.92833     -0.60562     -0.18916      0.12319      0.28295      0.45379      0.63132      0.81779      0.97039          1     
    cl_mt_pol_a    25.612     11.056     0.43165         -4.9523    49.494    0.00010984    3.4413e-05    0.99986     3.708e-20     0.021775     2.2074       3.32     9.4395      12.777    15.559    16.672    18.341    20.566    22.791    27.798    32.805    36.143    39.481    42.819    47.269    49.494    49.494          66.96             0.30495               122.22                     1                  123             0.99608               4.7349               0.73417          8.2218e-05    0.0016329    0.013074    0.033866     0.071337     0.094235      0.13584      0.21286      0.33478      0.47982      0.59892      0.67491      0.74819       0.8189       0.9167            1          1     
    cl_mt_coh      26.012     11.169     0.42939         -5.0441    50.162             0    3.8711e-16          1    9.2167e-20     0.011759     2.3596     3.5161      9.633       13.07    15.815    17.004    18.658    20.938    23.186    28.244    33.302    36.609    39.981    43.418    47.882    50.162    50.162         66.849             0.30135                  123               0.99608               124.75                   1               4.7229               0.72485           6.138e-05     0.001702    0.011585    0.034249     0.062822      0.09485      0.12876       0.2137      0.33574      0.48077      0.59978       0.6653      0.73857      0.81936      0.90882            1          1     
    cl_mt_pol_c    1.5396    0.58336      0.3789        0.016874    7.4603             0             0          1    7.7007e-18    0.0037118    0.37121    0.81828     0.9976      1.0469    1.0753     1.098     1.115    1.1453    1.6698    1.7528    1.8069     1.838    1.8721    1.9176    1.9858    3.0559    7.4603          2.557              0.2207               4.7349               0.73417               4.7229             0.72485              0.34031                     1           0.0004336    0.0035461    0.029107    0.064131     0.097032       0.1347      0.17211      0.24542       0.3756      0.54528      0.66057      0.72101      0.77803      0.84364      0.90487      0.97589          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=62    2.8917     0.8817     0.016755        0.58294          0.13736               3.3681                0.1062         -18.359    0.010343

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.600581 seconds.
Elapsed time is 1.715615 seconds.
                    mean        sd      coefofvar      min        max       pYis0       pYls0       pYgr0        pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95         p99        p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    ________    _______    __________    __________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -33.288    182.66     -5.4873      -3010.4    4.0715           0    0.96852      0.031482    3.8904e-05       0         -2479.1       -747    -61.722    -26.583     -17.52    -14.329    -11.671    -8.3566    -6.4428     -4.781    -3.4766    -2.6797     -2.353     -1.583    -0.71527       1.286      1.882          33366                   1                157.4               0.41732               212.01             0.52191               11.557               0.22709           0.094874       0.49376      0.7569     0.81233      0.84435      0.87038      0.88704      0.91903      0.95209      0.97615       0.9888       0.9925      0.99633        0.999       1.0007       1.0005             1  
    cl_mt_pol_a    -7.0963    2.0648    -0.29097      -17.911    47.118    0.002951    0.99671    0.00033788     1.755e-05       0         -16.907    -13.956    -10.223    -9.1986    -8.7192    -8.3992    -8.0646    -7.5539     -7.138    -6.6291    -5.9868    -5.8769    -5.3444    -4.8847     -4.0597    -0.84786          0          157.4             0.41732               4.2636                     1               4.4217             0.96295              0.35219               0.61221          0.0026255      0.022728    0.092057     0.16935      0.22808      0.28099        0.343      0.45443      0.61314      0.74876      0.85622      0.87718      0.93161      0.95306      0.98571      0.99977             1  
    cl_mt_coh      -7.5402    2.2238    -0.29493      -18.327    50.136           0    0.99671     0.0032875    6.6479e-05       0         -18.249    -14.788    -10.628    -9.8788    -9.2072    -9.1553    -8.5097    -7.8381    -7.7602    -7.0886    -6.3911    -6.3651    -5.6935     -5.048     -4.2985    -0.81074    0.13594         212.01             0.52191               4.4217               0.96295               4.9454                   1              0.41342               0.66727          0.0026436      0.023309    0.093718     0.17273      0.23185      0.28253      0.34625      0.45955      0.61503      0.74468      0.85599      0.87844      0.93066       0.9531      0.98577      0.99988             1  
    cl_mt_pol_c    0.75355    0.2786     0.36972     0.010343     5.511           0          0             1    0.00089838       0        0.044198    0.16393    0.30113    0.40334    0.44628    0.51221    0.56574    0.63271    0.74258    0.85419    0.93982      0.995     1.0502     1.1323      1.2194      1.4444     1.6196         11.557             0.22709              0.35219               0.61221              0.41342             0.66727              0.07762                     1          1.958e-05     0.0015252    0.015265    0.039637     0.067626     0.099884      0.14276       0.2243      0.36099      0.51198      0.63487       0.7064      0.76241      0.83364      0.92008      0.97963       0.99843  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=63    2.8698     0.87713    0.054765       0.020597          0.06182               6.5957                0.11712        -6.0712    0.010035

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.411805 seconds.
Elapsed time is 6.048769 seconds.
                    mean        sd       coefofvar      min       max         pYis0        pYls0        pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    ___________    _______    ___________    _________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -3.4778    0.92853     -0.26698      -5.85    4.0901              0    0.99997      2.751e-05    0.0031435       0          -5.85    -4.9561    -4.9561     -4.411     -4.411     -4.411    -4.0857    -4.0579    -3.7068    -3.1656    -2.8873    -2.7603    -2.6207    -2.2014    -1.8634    -1.1546    -0.54966         0.86217                  1               0.35857              0.86211               0.41132            0.91763              0.076955              0.60559          0.0052876      0.08379     0.08379     0.30692      0.30692      0.30692      0.40802      0.49005      0.61084      0.77161       0.8621      0.88592      0.92023      0.95544      0.98113      0.99781       0.99992  
    cl_mt_pol_a    -5.1665    0.44793      -0.0867    -5.9232    45.777    8.2728e-104          1    1.9191e-105    0.0025188       0        -5.9232     -5.793    -5.6685    -5.5491    -5.5491    -5.5491    -5.4347    -5.4347    -5.4347    -5.0262    -4.9226    -4.9226    -4.9226    -4.5032    -4.4104    -3.8982     -3.3861         0.35857            0.86211               0.20065                    1               0.21263            0.98332              0.010223              0.16676          0.0028877     0.026676     0.10344      0.2707       0.2707       0.2707      0.54309      0.54309      0.54309      0.71551      0.88323      0.88323      0.88323      0.92662        0.969      0.99561       0.99966  
    cl_mt_coh      -5.5532    0.48275    -0.086931    -6.0392     50.15              0          1    1.0838e-103    0.0032564       0        -6.0392    -6.0098    -5.9803    -5.9508    -5.9508    -5.9508    -5.9508    -5.9213    -5.9213    -5.3787    -5.3492    -5.3492    -5.3492    -4.8065     -4.777    -4.2049     -3.6327         0.41132            0.91763               0.21263              0.98332               0.23305                  1              0.019732              0.29867          0.0035414     0.026785     0.10306     0.26994      0.26994      0.26994      0.26994      0.54374      0.54374      0.71252      0.88358      0.88358      0.88358       0.9261      0.96914      0.99564       0.99966  
    cl_mt_pol_c    0.76508    0.13685      0.17887    0.42438    5.9298              0          0              1    0.0031435       0        0.42438    0.52748    0.52748    0.60041    0.64061    0.64061    0.64188    0.70059      0.755     0.8042    0.87431    0.87912    0.91227    0.95023     1.0153      1.123      1.1754        0.076955            0.60559              0.010223              0.16676              0.019732            0.29867              0.018729                    1          0.0017437     0.039723    0.039723    0.071978      0.18952      0.18952      0.21755       0.3383      0.43326      0.60685       0.7251      0.76464      0.83069      0.87436      0.93211      0.98506        0.9985  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=64    1.3099     0.96117    0.017172        0.29807          0.24598               6.155                 0.14063        -14.856    0.0065132

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.610753 seconds.
Elapsed time is 0.593643 seconds.
                    mean        sd       coefofvar       min        max      pYis0       pYls0        pYgr0      pYisMINY      pYisMAXY        p0_1         p1          p5         p10         p15        p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15     fracByP20     fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ______    __________    _______    __________    ___________    ________    ________    ________    ________    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       5.6452     0.6092     0.10791       -7.3274    20.886         0    9.0548e-12          1     6.945e-15              0      3.5743       4.242      4.7676      4.7724     5.0365       5.13      5.307      5.307     5.5755    6.0024    6.0024    6.0642    6.3971    6.4644    6.4644    7.0768    7.7633        0.37113                   1              0.34267               0.93003               0.30296            0.80066               0.11637              0.76254           0.0015159    0.0072022     0.064784     0.083862       0.12727       0.17685      0.32906      0.32906     0.45834      0.76023      0.76023      0.82312      0.85299      0.95181      0.95181      0.98705       0.99863  
    cl_mt_pol_a    0.49897     0.6048      1.2121       -14.494    48.505    0.2921      0.085398     0.6225    4.1821e-15    2.7479e-106    -0.88531    -0.84043      -0.267           0          0          0          0          0    0.35881    1.0094    1.0094    1.0094    1.0094    1.0094    1.6601    2.3107     3.612        0.34267             0.93003              0.36579                     1                0.3273            0.87129                0.0822              0.54256          -0.0054417    -0.025003    -0.055433    -0.063196     -0.063196     -0.063196    -0.063196    -0.063196     0.10681      0.75847      0.75847      0.75847      0.75847      0.75847      0.91796      0.97358       0.99708  
    cl_mt_coh      0.65526    0.62111     0.94789       -14.824     50.18         0       0.08539    0.91461     3.921e-15              0    -0.85262    -0.77862    -0.15382    0.069002    0.14301    0.14301    0.18001    0.18001    0.50798    1.1328    1.1698    1.2068    1.2068    1.2068    1.8316    2.4934     3.817        0.30296             0.80066               0.3273               0.87129               0.38578                  1              0.093543              0.60122          -0.0040092    -0.017921     -0.02768    -0.032103    -0.0050722    -0.0050722     0.033388     0.033388     0.12515       0.3347      0.51383      0.79818      0.79818      0.79818      0.86723      0.95638       0.99412  
    cl_mt_pol_c     1.2857     0.2505     0.19484     0.0065132    4.1592         0             0          1    4.7843e-13              0     0.71742     0.79901     0.83561     0.93309     1.1258     1.1658     1.2006     1.2299     1.2361    1.2472    1.2584    1.4515    1.5036    1.8276    1.8276      1.85    1.9314        0.11637             0.76254               0.0822               0.54256              0.093543            0.60122              0.062751                    1           0.0013027    0.0098474     0.042764     0.070481       0.10875       0.15843      0.20696      0.36286      0.4888      0.65942      0.68499      0.75502      0.81741      0.96211      0.96211      0.98648       0.99875  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=65    1.5321     0.91252    0.057005        0.86731          0.48435               2.2252                0.10689        -5.0422    0.01508 

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.562264 seconds.
Elapsed time is 0.848200 seconds.
                    mean        sd      coefofvar      min       max       pYis0      pYls0      pYgr0     pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25         p35         p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    _______    ______    _______    _______    _______    _________    __________    _______    _______    _______    _______    _______    _______    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -1.2858    9.2691     -7.2088     -27.248    13.141          0     0.4796     0.5204    0.0017428     0.0063405    -27.248    -24.346    -18.625    -15.185     -12.44    -10.208     -7.2974     -4.6401    0.81997    4.3655    6.2351    7.2683      8.17    9.4459    10.943    12.915    13.141         85.915                   1               89.346               0.79095               93.343             0.78145               11.735               0.71326            0.036932       0.27014      0.88225       1.5021       2.0284       2.4663       2.8154       3.3366       3.4975      3.1616       2.7549       2.4978       2.1994        1.851       1.4639       1.1016             1  
    cl_mt_pol_a       7.97    12.187      1.5291     -4.9192    47.303    0.08487    0.29012    0.62501    0.0036494     0.0083397    -4.9192    -4.8229    -4.1242    -3.1496    -2.1368    -1.5393    -0.53559           0     3.7315    9.0452    13.296    15.953    20.204    25.518    35.613    46.772    47.303         89.346             0.79095               148.52                     1               156.24             0.99487               19.134               0.88453          -0.0022525    -0.0071664    -0.031109    -0.053238    -0.070438    -0.080799     -0.08696    -0.089389    -0.058529    0.061381      0.21142      0.29607      0.40575      0.54555      0.73541       0.9505             1  
    cl_mt_coh       8.5035    12.887      1.5155     -5.0102    50.137          0    0.29005    0.70995    0.0039179    0.00099543    -5.0102     -4.984    -4.3699    -3.2728    -2.1757    -1.5617    -0.51698    0.084412     4.0287    9.6714    14.086    16.947     21.44    27.109     37.78    49.497    50.111         93.343             0.78145               156.24               0.99487               166.07                   1               19.717               0.86198          -0.0023084    -0.0074182    -0.030593    -0.051958    -0.068642     -0.07842    -0.084311     -0.08587    -0.055935    0.064805      0.20138      0.29485      0.40533      0.54877      0.73737       0.9426       0.99413  
    cl_mt_pol_c     1.7904     1.775     0.99141     0.01508    14.252          0          0          1     0.012234     0.0063405    0.01508    0.01508    0.38132    0.47235    0.53362     0.5801     0.62377     0.68051     1.3736    1.8045    2.1251    2.8205    3.0628    3.5475    4.7452    9.0156    14.252         11.735             0.71326               19.134               0.88453               19.717             0.86198               3.1507                     1          0.00010305    0.00010305    0.0067728      0.01825     0.033184     0.048252     0.083691      0.10081      0.19169      0.3269      0.43794      0.51508      0.59103      0.68301       0.7988      0.92713             1  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=66    3.6952     0.91351    0.031826       0.073635         0.084263               8.9422                0.13439        -17.847    0.018683

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.469000 seconds.
Elapsed time is 5.319049 seconds.
                     mean          sd       coefofvar      min        max       pYis0       pYls0         pYgr0        pYisMINY     pYisMAXY     p0_1         p1           p5          p10          p15         p20         p25         p35         p50         p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    ________    _________    ________    ______    _______    __________    __________    __________    ________    _______    _________    ________    _________    _________    ________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         1.9814     0.11048    0.055757       -16908    4.1195          0    9.6315e-05        0.9999    3.8922e-14       0         1.0414       1.7461      1.8623       1.8647       1.9479      1.9494      1.9514      1.9514       1.956     2.0226     2.0226     2.0331     2.0331     2.0829     2.0829     2.0966     2.1269        0.012205                  1             0.0072859              0.70494             0.0066469            0.55577             0.0060468              0.58521          0.00037043    0.0080743      0.07376     0.10311      0.18041       0.20727      0.38035      0.38035      0.48622     0.76479      0.76479      0.86718      0.86718      0.98697      0.98697      0.99255          1     
    cl_mt_pol_a    -0.073474    0.093552     -1.2733      -11.612    47.227    0.49824       0.50176    7.5833e-99    1.6292e-14       0        -1.2579     -0.14931    -0.14552     -0.14193     -0.14193    -0.13851    -0.13851    -0.13851    -0.13851          0          0          0          0          0          0          0          0       0.0072859            0.70494             0.0087521                    1             0.0075242            0.74295             0.0041624              0.47571            0.028151     0.071394        0.162     0.42538      0.42538             1            1            1            1           1            1            1            1            1            1            1          1     
    cl_mt_coh       0.071252     0.10825      1.5193      -12.188    50.172          0       0.19696       0.80304    7.8108e-15       0        -1.2549    -0.090115    -0.05511    -0.020104    -0.020104    0.014902    0.014902    0.014902    0.014902    0.13702    0.17202    0.17202    0.17202    0.17202    0.17202    0.17202    0.17202       0.0066469            0.55577             0.0075242              0.74295              0.011719                  1             0.0039269              0.38784           -0.029779    -0.063527    -0.098907    -0.13738     -0.13738     -0.073629    -0.073629    -0.073629    -0.073629     0.26416            1            1            1            1            1            1          1     
    cl_mt_pol_c       1.2712    0.093528    0.073575     0.018683    4.4152          0             0             1    2.2741e-12       0        0.97059       1.1043      1.1043       1.1077        1.256       1.256       1.256      1.2594      1.2722     1.2746     1.2746     1.2897     1.2897     1.4468     1.4468     1.4852     1.6423       0.0060468            0.58521             0.0041624              0.47571             0.0039269            0.38784             0.0087475                    1           0.0034623     0.066696     0.066696    0.094146      0.27621       0.27621      0.27621      0.35003      0.47999     0.75301      0.75301       0.8546       0.8546      0.98487      0.98487      0.99103          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=67    2.8273     0.96881    0.055038        0.51876          0.44988               4.3105                0.11559        -15.957    0.024891

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.856787 seconds.
Elapsed time is 2.317945 seconds.
                    mean       sd       coefofvar      min        max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    __________    __________    _______    __________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      15.847    0.21118    0.013326      -465.35    15.993             0    4.1136e-06          1    7.8888e-11    0.008209    13.336    15.594    15.679    15.709    15.758    15.784    15.807    15.848    15.878    15.903    15.918    15.918    15.937    15.958    15.958    15.988    15.993        0.044595                  1              0.41447               0.74419              0.42566             0.72269              0.048911              0.36824          0.00072338    0.0098157    0.049575     0.10044      0.14893      0.21633      0.26685      0.36729       0.4977      0.67413      0.82812      0.82812      0.87036      0.98646      0.98646      0.99021          1     
    cl_mt_pol_a    45.119     2.6373    0.058453      -15.568    47.392    7.8216e-06    6.2257e-06    0.99999    2.5656e-11     0.26925    16.771    39.737    40.375     41.65    42.288    42.926    43.564     44.84    46.116    46.754    47.392    47.392    47.392    47.392    47.392    47.392    47.392         0.41447            0.74419               6.9556                     1               7.2229             0.98194               0.88359              0.53267          0.00024602     0.012926    0.060565     0.11442      0.14643      0.19093       0.2389      0.37149      0.58698      0.71719            1            1            1            1            1            1          1     
    cl_mt_coh      47.715     2.7891    0.058453      -15.925    50.148             0    6.3262e-06    0.99999    2.8456e-11     0.09148    17.784    42.014    42.716    44.033    44.735    45.437     46.11    47.427    48.744    49.446    50.061     50.09    50.119    50.119    50.148    50.148    50.148         0.42566            0.72269               7.2229               0.98194                7.779                   1               0.89281              0.50894          0.00023523    0.0080757    0.044419    0.092561      0.13562      0.19102      0.23899      0.34754      0.50404      0.67297      0.75267      0.81469      0.90386      0.90386            1            1          1     
    cl_mt_pol_c    3.7619    0.62897      0.1672     0.024891    7.8287             0             0          1    1.6978e-09    0.008209    1.9647    2.7111    3.2988    3.3691    3.4193    3.4576    3.4927    3.5597    3.6148     3.685     3.685    3.7352     4.271    4.9792    4.9792    6.4827    7.8287        0.048911            0.36824              0.88359               0.53267              0.89281             0.50894                0.3956                    1          0.00044254     0.016621    0.055235     0.09437      0.13302      0.17888      0.22252      0.32865      0.46685      0.72095      0.72095      0.77951      0.82666      0.97552      0.97552      0.98009          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=68    3.5004     0.96751    0.0025621       0.60953          0.36349               7.3942                0.13732        -12.488    0.016533

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.605529 seconds.
Elapsed time is 0.941473 seconds.
                    mean       sd       coefofvar      min        max       pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1       fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    _________    _______    __________    __________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.2505     21.163      6.5107       -11401    9.7598           0     0.070914    0.92909    2.8978e-08    4.8689e-10    -20.873    -3.3909    -1.1515    0.37325    1.1132     1.761    2.5902     3.184    3.9567    4.5041    4.8026    5.0985    5.3132    5.7316    6.2738    7.2236    8.0293         447.88                   1               8.6652               0.11003               8.4773             0.10732               0.66373               0.1038            -0.041984      -0.082575     -0.098617     -0.09443    -0.08576     -0.063645    -0.022401    0.073393      0.23392      0.47854      0.56236      0.65844      0.71946      0.81113      0.89651       0.9771       0.99786  
    cl_mt_pol_a     5.156     3.7213     0.72175      -12.183    49.872    0.037359    0.0081474    0.95449    5.7004e-10    3.1595e-09    -1.4492          0    0.26397    0.26397     1.536     2.172     2.808     3.444     4.716     5.988     6.624      7.26     7.896     9.804    11.712    17.436    23.796         8.6652             0.11003               13.848                     1                 13.7             0.98637               0.81005              0.72043          -0.00039417     -0.0010613     0.0023531    0.0023531    0.022733      0.040897     0.079072     0.12514      0.24334      0.40245      0.54644      0.61144      0.66453      0.77923      0.85379       0.9602       0.99553  
    cl_mt_coh      5.3213     3.7323     0.70139      -12.456    50.176           0    0.0081457    0.99185    1.6145e-09     1.731e-09    -1.4725    0.10388    0.36853    0.44041    1.6438    2.3174     2.955    3.6286    4.9038    6.1791    6.8167    7.4544     8.092     9.933    11.918    17.656    24.033         8.4773             0.10732                 13.7               0.98637                13.93                   1               0.79349              0.70364          -0.00039654    -0.00081293    0.00085876    0.0053781    0.013839      0.035938     0.063904     0.13218      0.25096      0.40967      0.55276      0.61723       0.6698      0.75522      0.85654      0.96104       0.99563  
    cl_mt_pol_c     1.293    0.30215     0.23368     0.016533    4.5515           0            0          1    4.1976e-07    4.8689e-10    0.43523    0.56196    0.85393     1.1186    1.1202    1.1235    1.1267    1.1316    1.2003    1.2182    1.6015    1.6064    1.6162    1.7741    1.7823    1.8967    1.9277        0.66373              0.1038              0.81005               0.72043              0.79349             0.70364              0.091293                    1            0.0003266       0.010718      0.032974     0.092732     0.10652       0.14942      0.21358     0.31011      0.41291      0.55553      0.67373      0.74284      0.79551      0.87362      0.93334      0.98556       0.99839  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=69    3.0313     0.9492     0.029685        0.8321           0.16739               8.1804                0.14368        -18.198    0.020115

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.686930 seconds.
Elapsed time is 1.516052 seconds.
                    mean       sd       coefofvar      min        max       pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1          p1           p5         p10         p15        p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1       fracByP5      fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    __________    _______    __________    __________    _________    _________    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.8137     2.4129     0.63268      -1377.9    8.6746           0       0.10682    0.89318    1.8402e-13    5.4215e-08       -5.982      -3.5693    -0.41614    -0.41614      1.585     1.9424    2.1594    3.2999    4.5132    5.3336    5.6124    5.8935    5.9866    6.2376    6.6114    7.2972     7.927         5.8219                   1               10.832               0.84379               10.921             0.82606              0.79961               0.80962           -0.0063199       -0.01722      -0.033995    -0.033995    -0.014963    0.026265     0.031224       0.1018      0.27281      0.44895      0.59372      0.66971      0.76452      0.82384      0.90889      0.98037       0.99799  
    cl_mt_pol_a    6.6185     5.3206      0.8039      -17.754    48.559    0.054486      0.023781    0.92173    6.2965e-15    1.8664e-07    -0.096442    -0.091438           0     0.57427    0.57427    0.57427    1.2501    3.2776    6.6568    9.3601    10.036    10.036    11.388    13.415    16.118    20.849    30.311         10.832             0.84379               28.309                     1               29.064             0.99696               1.7615               0.80881          -4.6622e-05    -0.00033393    -0.00033393     0.012279     0.012279    0.012279     0.018958     0.059182      0.19427      0.37006      0.58638      0.58638      0.66146      0.75248      0.86291       0.9624       0.99586  
    cl_mt_coh      6.9772     5.4791     0.78529      -18.166    50.184           0    0.00068265    0.99932    6.2878e-15    1.0877e-07    0.0033812      0.04136     0.18391     0.73726    0.77524    0.77524    1.4711    3.5588    6.9624    9.8219    10.518    10.518     11.91    13.997    16.781    21.652    31.395         10.921             0.82606               29.064               0.99696               30.021                   1               1.8278                 0.815          -2.7741e-06     3.8133e-05       0.001458    0.0077439     0.017147    0.017147      0.02449     0.066154      0.17241      0.37693      0.59153      0.59153      0.66591      0.75594      0.86496      0.96303       0.99593  
    cl_mt_pol_c    1.4769    0.40932     0.27715     0.020115    4.3988           0             0          1    3.1167e-12    5.4215e-08      0.47043       0.7473     0.77749     0.77749     1.2129     1.2129     1.253    1.3221    1.4424    1.5135    1.6339    1.6944    1.8947    2.1785    2.2587    2.4705    2.7803        0.79961             0.80962               1.7615               0.80881               1.8278               0.815              0.16754                     1            0.0012833      0.0074305       0.051028     0.051028      0.14158     0.14158      0.18672       0.2637      0.40426      0.55286      0.65962      0.72093      0.77496      0.88577      0.92526      0.98261       0.99821  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=70    3.6477     0.87841    0.010073        0.70499         0.062191               7.3504                0.11457        -17.434    0.01411 

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.397118 seconds.
Elapsed time is 5.775429 seconds.
                    mean        sd       coefofvar      min       max        pYis0        pYls0       pYgr0        pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95         p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    __________    _______    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -5.7353     4.6274    -0.80684      -29962    2.9758             0    0.97276      0.027235    6.7326e-24       0        -37.487    -19.314    -12.748    -12.105     -10.55    -8.2417    -7.8628    -6.1607     -5.042    -3.3449    -2.2901     -2.057    -1.4149    -1.2016    -0.46845    0.45768    0.89848         21.413                   1               4.0176               0.80341               4.4188             0.80483               0.64271              0.72505            0.016042     0.10038      0.2412     0.29112      0.37993      0.50812      0.54846      0.65808        0.792      0.90161      0.94771       0.9665      0.98614      0.99343       1.0006       1.0011        1.0002  
    cl_mt_pol_a    -5.0872     1.0807    -0.21243     -14.106    46.897    2.7373e-05    0.99996    9.6661e-06    3.5847e-26       0        -6.8968    -6.7525     -6.614    -6.4811    -6.2688    -6.0118     -5.891    -5.5228    -5.3009    -4.7107    -4.2051    -4.1206    -4.1206    -3.6029     -3.0006    -2.3502    -1.1939         4.0176             0.80341               1.1678                     1               1.2779             0.99665               0.11582              0.55949           0.0054142    0.028637    0.085181     0.18941      0.19728      0.28177      0.38966      0.43337      0.65083      0.80064      0.85711      0.92168      0.92168      0.94206      0.97638      0.99724       0.99985  
    cl_mt_coh      -5.4645     1.1865    -0.21713     -14.427    50.147             0    0.99996     3.742e-05    1.2309e-24       0         -7.163    -7.1344    -7.1057     -7.077    -6.5053    -6.4479    -6.4193    -5.8189    -5.7615    -5.1038    -4.4747    -4.4461    -4.4461    -3.7883     -3.1592    -2.4728     -1.186         4.4188             0.80483               1.2779               0.99665               1.4078                   1                0.1352              0.59485           0.0071958    0.030371    0.086923     0.19043      0.19802      0.28211      0.39123      0.43296      0.65254      0.80212      0.85722      0.92261      0.92261      0.96615      0.97668      0.99736       0.99986  
    cl_mt_pol_c    0.77482    0.19156     0.24723     0.01411    4.8709             0          0             1    1.7576e-22       0        0.23628    0.37388    0.50676    0.53082    0.57671    0.59843     0.6452    0.67329    0.77472    0.84505    0.89822    0.94126    0.98027     1.0241      1.1099     1.2386     1.3799        0.64271             0.72505              0.11582               0.55949               0.1352             0.59485              0.036696                    1          0.00074845    0.011235    0.032803    0.080747       0.1045      0.14208       0.1736      0.26205      0.41252      0.58448      0.67137      0.73754       0.8053       0.8581         0.93      0.98497       0.99832  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=71     2.567     0.95691    0.014053        0.52432          0.21353               5.388                 0.14541        -16.242    0.0044309

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.519277 seconds.
Elapsed time is 0.708017 seconds.
                    mean       sd       coefofvar       min        max       pYis0      pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10          p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _________    ______    _______    ________    _______    __________    __________    _______    _______    ________    _________    _________    ______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.9551     1.8137     0.45856       -3107.4    11.075          0     0.00424    0.99576    1.1584e-09     5.434e-90    -2.4124    0.80913      2.7679       2.7972       2.8611    3.4873     3.4989     3.7159    4.0879    4.4892    4.4892    4.6214    4.8884    4.8884    5.1395    5.5738    5.9661         3.2894                   1               1.0008               0.46666               0.9627             0.43787               0.16071              0.33525          -0.0014179    -0.00070744     0.026188     0.056459     0.090067      0.15498      0.24673      0.28241     0.42904      0.71623      0.71623      0.75266      0.88504      0.88504      0.93506      0.99136       0.99936  
    cl_mt_pol_a    1.1045     1.1825      1.0706       -15.846    49.307    0.17752     0.15645    0.66602    8.8211e-11     5.434e-90    -2.4416    -1.2636    -0.60707    -0.017405    -0.016948         0          0    0.64743     1.314    1.9806    1.9806    1.9806    1.9806    2.6471    3.3137    3.9803    4.6469         1.0008             0.46666               1.3983                     1               1.3704               0.956               0.17426              0.55755          -0.0029485      -0.017376     -0.05595    -0.056758    -0.057336    -0.057336    -0.057336     0.028326     0.20133      0.67254      0.67254      0.67254      0.67254      0.76405      0.91876      0.98779       0.99627  
    cl_mt_coh      1.2644     1.2122     0.95871        -16.21    50.186          0    0.068393    0.93161    3.6232e-10    1.0899e-89    -2.5756    -1.2622    -0.50922     0.089653      0.12819    0.1476    0.16672    0.76559    1.4415    2.1175     2.156    2.1945    2.1945    2.8319    3.5079    4.2223    4.8983         0.9627             0.43787               1.3704                 0.956               1.4695                   1               0.20502              0.63986          -0.0027619      -0.015637    -0.046429    -0.044376    -0.038834    -0.032253    -0.027288    0.0060212     0.11902      0.35913      0.50143      0.69654      0.69654      0.74509      0.86352      0.98885       0.99661  
    cl_mt_pol_c    1.2891    0.26432     0.20504     0.0044309     3.304          0           0          1    3.7895e-08     5.434e-90    0.58488     0.7565     0.84277      0.86267        1.135    1.1444     1.2013     1.2306     1.249    1.2584    1.2865    1.5298    1.5392    1.8203    1.8203    1.8484    2.0004        0.16071             0.33525              0.17426               0.55755              0.20502             0.63986              0.069863                    1          0.00059252      0.0075601     0.032317     0.065481      0.11785      0.15417      0.19528       0.3329     0.48632      0.62458      0.68315      0.76934      0.80977      0.94287      0.94287      0.98998       0.99954  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=72    4.6473     0.87202    0.0051235       0.67389          0.2725                5.7556                0.14426        -5.4206    0.023526

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.379046 seconds.
Elapsed time is 0.479129 seconds.
                     mean         sd       coefofvar        min         max       pYis0      pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1         p1         p5         p10        p15        p20         p25         p35        p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    ___________    ______    _______    ________    _______    __________    ________    _______    ________    _______    _______    _______    ________    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.016559     3.6689     -221.56     -2.3847e+05    2.1069          0     0.31913    0.68087    7.9568e-16       0        -46.985     -9.2757    -2.8058    -2.0319    -1.1623    -0.30422    -0.10975    0.24436    0.71661    0.86382    1.1093    1.2719    1.3409    1.4112    1.5798    1.7459    1.8621         13.461                   1               2.6104               0.35872               2.4832             0.33889              0.54697               0.44812               5.2789        14.404        31.085        35.978       37.708       39.248       39.956      39.177       34.565       28.161       21.836       16.447       13.483       10.113       5.9385       2.0794        1.0962  
    cl_mt_pol_a       2.0061     1.9834     0.98869         -5.2884    49.182    0.09822    0.031323    0.87046    3.0612e-17       0        -1.3119    -0.80445          0          0    0.23333     0.23333     0.23333    0.79596     1.9212     2.4839    3.0465    3.0465    4.1718    4.7344    5.8597    8.6728    11.486         2.6104             0.35872                3.934                     1               3.8617             0.97483              0.53297               0.80769          -0.00084022    -0.0051952    -0.0097521    -0.0097521    0.0094078    0.0094078    0.0094078     0.04918       0.2081      0.39641      0.48779      0.48779      0.64472      0.71498      0.86432      0.95731       0.99458  
    cl_mt_coh         2.1663     1.9972     0.92196         -5.3886    50.185          0    0.031318    0.96868    4.2709e-17       0        -1.3155    -0.75002    0.10833    0.18465    0.34285     0.38101     0.41917    0.98469     2.0394     2.6431    3.1704    3.2468    4.3015    4.9433    6.0362    8.8638     11.73         2.4832             0.33889               3.8617               0.97483                3.989                   1               0.5268               0.79284           -0.0011449    -0.0047072    -0.0069171    -0.0010272    0.0047792     0.013911     0.028366    0.072419      0.16168      0.33458      0.44024      0.50924      0.60527      0.72854      0.83366      0.95431        0.9949  
    cl_mt_pol_c       1.2881    0.33269     0.25827        0.023526    4.3535          0           0          1    1.8086e-15       0        0.31682     0.60258    0.67254    0.90706    0.93612      1.1706      1.1706     1.1764     1.1822     1.4721    1.4836    1.4923    1.7477    1.7563    1.8365    2.0722    2.4581        0.54697             0.44812              0.53297               0.80769               0.5268             0.79284              0.11068                     1           0.00024845     0.0042976      0.038424      0.070673     0.096428       0.2007       0.2007     0.29543      0.42898      0.56605      0.67674      0.73756      0.79933      0.87024        0.922      0.98514       0.99865  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=73    2.6394     0.94719    0.004284        0.7814           0.19317               5.0802                0.09875        -9.4151    0.024704

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.470993 seconds.
Elapsed time is 0.735316 seconds.
                    mean       sd       coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5          p10          p15        p20       p25       p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _______    _______    _______    __________    ________    _______    _______    _______    _________    _________    ______    ______    ______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      1.8518     3.3622      1.8156      -263.74    8.8172          0    0.18518    0.81482    2.6184e-06       0        -28.699    -8.3128    -2.0403    -0.062733    -0.062733    0.3369    1.3667    1.8312     2.3395    2.8626    3.2362    3.6706    3.8541    3.8541    4.4008    5.3718    6.1877         11.304                   1               3.8451               0.60477               3.7835             0.58446              0.70841               0.57016            -0.03162    -0.094474    -0.17896    -0.20348     -0.20348     -0.19953     -0.16976     -0.011403     0.090714     0.35155      0.45596      0.57326      0.77344      0.77344      0.86563      0.96903       0.99658  
    cl_mt_pol_a    1.1372      1.891      1.6629      -9.1855    49.183    0.25751    0.12095    0.62154    1.7059e-07       0        -5.2582    -3.1031    -1.4195      -0.3076            0         0         0         0    0.88779    2.0952    2.0952    2.0952    2.0952    2.6989    3.9062    8.1321    11.754         3.8451             0.60477                3.576                     1               3.5911             0.98629              0.48654               0.69623          -0.0055081    -0.041422    -0.12014    -0.15658     -0.16201     -0.16201     -0.16201      -0.16201    -0.082917     0.46464      0.46464      0.46464      0.46464       0.6316      0.71986      0.92612       0.99164  
    cl_mt_coh      1.2315     1.9254      1.5634      -9.3831    50.126          0    0.12091    0.87909    2.9441e-07       0         -5.651    -3.2495    -1.4307     -0.24176       0.0792    0.1028    0.1028    0.1264    0.99439    2.1833    2.2069    2.2305    2.2305    2.8368    4.0494    8.2697    11.907         3.7835             0.58446               3.5911               0.98629               3.7072                   1              0.48576               0.68271          -0.0054131    -0.040259      -0.115    -0.14864     -0.14735      -0.1405      -0.1405      -0.12981    -0.069067       0.175       0.3134      0.49106      0.49106      0.65183      0.73609      0.92248       0.99046  
    cl_mt_pol_c    1.2711    0.36955     0.29073     0.024704    3.8427          0          0          1    9.1589e-06       0        0.31227    0.55906    0.75137      0.75137      0.76439    1.0367    1.1954    1.1954     1.2044     1.207    1.3615    1.6177    1.8557    1.9108    1.9134    1.9315     2.462        0.70841             0.57016              0.48654               0.69623              0.48576             0.68271              0.13656                     1          0.00021001    0.0044848    0.082495    0.082495       0.0848      0.12241      0.28365       0.28365       0.5141     0.55423      0.65522       0.7083      0.77366      0.91271       0.9436      0.98699       0.99817  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=74    4.4575     0.92177    0.046739        0.33762          0.20082               2.8079                0.12287        -17.558    0.025007

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.499301 seconds.
Elapsed time is 1.202867 seconds.
                     mean         sd       coefofvar      min        max       pYis0      pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15         p20         p25         p35         p50         p65        p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    ________    ______    _______    ________    _______    __________    __________    _______    _______    _______    ________    ________    ________    ________    ________    ________    _______    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         1.5184     27.474      18.094       -99988    3.6568          0    0.032668    0.96733    3.6306e-10    2.1732e-54    -11.029    -2.2545    0.65268      1.1354      1.1594      1.4395      1.5549      1.5604      1.7424     1.8735     1.8735     1.9575     2.0125     2.0125    2.0616    2.2256    2.4599          754.8                    1              0.89759              0.041604              0.95845            0.04137               0.12357              0.02023           -0.026521    -0.052476    -0.059088     -0.0189       0.0198     0.053785      0.11633      0.21065      0.44962      0.71812      0.71812      0.78906      0.90071      0.90071      0.94225      0.98816       0.99846  
    cl_mt_pol_a    -0.083242     0.7853     -9.4339       -17.13    47.767    0.21986     0.40157    0.37857     2.143e-10    2.6497e-53    -5.1999    -3.5111    -1.5501    -0.31598    -0.30862    -0.30158    -0.30158    -0.28844           0    0.34917    0.34917    0.34917    0.34917    0.34917    1.0078    1.6663    2.3249        0.89759             0.041604              0.61669                     1              0.63663            0.96136              0.094602              0.54184            0.071626      0.51832       1.7127      2.2247        2.455        2.771        2.771       3.2587       3.2587       1.9567       1.9567       1.9567       1.9567       1.9567       1.2883       1.0814        1.0255  
    cl_mt_coh      0.0075474    0.84326      111.73      -17.526    50.157          0     0.40152    0.59848     8.136e-10    7.3561e-54    -5.6815    -3.6761     -1.608    -0.29188    -0.26056    -0.22924    -0.22924     -0.1666    0.094639    0.42881    0.46013    0.49144    0.49144    0.52276    1.1495    1.8389    2.5909        0.95845              0.04137              0.63663               0.96136              0.71109                  1              0.099658              0.53156            -0.84113      -6.1199      -18.444     -25.117      -27.261       -29.91       -29.91      -33.315      -32.105        -25.6      -20.283      -14.968      -14.968      -10.998      -6.4308       -1.143        0.6879  
    cl_mt_pol_c       1.2671    0.22233     0.17546     0.025007    4.5944          0           0          1    1.2704e-08    2.1732e-54    0.59718    0.81129    0.87523     0.88898      1.1344      1.2058      1.2163        1.23      1.2453     1.2616     1.2924     1.3658     1.3911     1.7313    1.7313    1.7621    1.7928        0.12357              0.02023             0.094602               0.54184             0.099658            0.53156               0.04943                    1          0.00050279    0.0057762     0.038568    0.067789      0.10979      0.15938      0.24095      0.32415       0.4546      0.62576      0.70655      0.77116      0.82636      0.96905      0.96905      0.99402       0.99877  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=75    1.1308     0.88883    0.059567        0.73228          0.1372                5.5864                0.13822        -16.655    0.018371

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.379206 seconds.
Elapsed time is 0.935741 seconds.
                    mean        sd       coefofvar      min        max      pYis0      pYls0      pYgr0     pYisMINY     pYisMAXY      p0_1         p1          p5         p10         p15         p20         p25         p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50     fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ______    _______    _______    _________    ________    ________    ________    ________    ________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    __________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.6063     1.8846      1.1732      -1.9944    13.254         0    0.24153    0.75847    0.0028473       0         -1.9944     -1.8097     -1.5838     -1.3216    -0.72372    -0.37817    0.092451    0.77395     1.8346     2.6811     3.2828     3.5695     3.7657     4.1051     4.1289     4.5245     5.0061         3.5517                   1                3.315                0.36594              9.9595             0.98854               1.0683                0.64341         -0.0035351     -0.037153     -0.096271      -0.11561    -0.13368     -0.15132     -0.15551     -0.12705     0.00040584     0.21204       0.4013      0.52326      0.62465      0.78991       0.8641      0.97259       0.99716  
    cl_mt_pol_a    -6.6352     4.8068    -0.72444      -16.079    43.988    0.1162     0.8838          0    0.0016016       0         -16.079     -15.238     -14.849      -14.48     -12.404     -11.793     -10.571    -8.9659     -6.136     -3.752    -2.0667    -1.4782    -1.3679          0          0          0          0          3.315             0.36594               23.106                      1              9.4798             0.36891              -1.7928               -0.42334          0.0038812      0.061313       0.14582       0.26218      0.3321      0.42302      0.50046      0.64694        0.81624     0.93195      0.97156      0.98509       0.9971            1            1            1             1  
    cl_mt_coh      -7.2372     5.3459    -0.73868      -16.449    50.177         0    0.88381    0.11619    0.0012796       0         -16.449     -16.377     -16.341     -16.304     -13.627     -12.949     -11.556    -9.5569    -6.8072    -4.0936    -2.1309    -1.4888    -1.3801    0.10446    0.17692    0.17692    0.17692         9.9595             0.98854               9.4798                0.36891              28.579                   1               3.0301                0.64333          0.0029084      0.064303       0.14825       0.26524     0.33078      0.42532       0.5107      0.65922        0.82224     0.93726      0.97585      0.98872      0.99987        1.002            1            1             1  
    cl_mt_pol_c     2.3059    0.88104     0.38209     0.018371    8.2902         0          0          1       0.1162       0        0.018371    0.018371    0.018371    0.018371      1.9617      2.2702      2.3261     2.4397     2.5965     2.6843     2.7638     2.8208      2.884     2.9341     3.0157     3.3931     3.8026         1.0683             0.64341              -1.7928               -0.42334              3.0301             0.64333              0.77623                      1         0.00092579    0.00092579    0.00092579    0.00092579    0.028633       0.0749      0.12738       0.2314        0.39872     0.56873       0.6799      0.74034       0.8173      0.87501      0.93254      0.98512       0.99865  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=76    4.9131     0.93376    0.0069926       0.11275          0.48903               9.6347                0.10647        -16.403    0.0036518

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.463244 seconds.
Elapsed time is 0.724781 seconds.
                    mean          sd        coefofvar        min         max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10        p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5      fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    __________    _________    ___________    ______    ________    ________    _______    __________    __________    _______    _______    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -789.37    6.5212e+05     -826.13     -8.8251e+08    3.7146           0    0.092086    0.90791    3.5453e-09    9.6728e-27    -19.456    -8.2244    -0.44426    0.55998    0.60907    1.1469    1.1579    1.5097    1.7409    1.9044    1.9262    2.0507    2.1651    2.1759    2.3843    2.6417    2.9386       4.2526e+11                  1               10462               0.00983                12793              0.0119                801.46             0.0043291             1.0017        1.0018        1.0019         1.0019       1.0019      1.0018       1.0017       1.0015       1.0012       1.0007       1.0007       1.0005       1.0004       1.0003       1.0002            1             1  
    cl_mt_pol_a     2.4057        1.6321     0.67841         -16.003    49.653    0.056803    0.035283    0.90791    5.4309e-11    3.5118e-25    -1.4038    -1.3521           0    0.53293    0.53293    1.2058    1.2058    1.8787    2.5516    3.2244    3.2244    3.2244    3.8973    3.8973    5.2431    7.2617    10.626            10462            0.00983              2.6636                     1               2.4802             0.92184               0.30535               0.65902         -0.0010805    -0.0059643     -0.010457      0.0046606    0.0046606    0.064629     0.064629      0.20293       0.3902      0.65823      0.65823      0.65823      0.77224      0.77224      0.88521      0.96792       0.99619  
    cl_mt_coh        2.544        1.6486     0.64802         -16.371    50.136           0    0.035277    0.96472    2.2256e-10    2.2613e-25    -1.4119    -1.3598     0.11021    0.64686    0.67293    1.3244    1.3505    2.0281    2.6796    3.3311    3.3833    3.3833    4.0348    4.0608     5.416    7.4487    10.837            12793             0.0119              2.4802               0.92184               2.7177                   1                0.2864               0.61194         -0.0011524    -0.0057015    -0.0083051    -0.00012931     0.011338    0.033904     0.074253      0.21455      0.28216      0.42786      0.66643      0.66643      0.70705      0.77842      0.88874      0.96903       0.99633  
    cl_mt_pol_c     1.2947        0.2839     0.21928       0.0036518     5.201           0           0          1    1.2286e-07    9.6728e-27    0.38596    0.65729     0.97782     1.1088      1.114    1.1172    1.1219    1.1266    1.1313    1.2253    1.6601    1.6648    1.6695    1.6883    1.8136    1.8324    1.9359           801.46          0.0043291             0.30535               0.65902               0.2864             0.61194              0.080598                     1         0.00046213     0.0052832      0.035721       0.084361      0.12623     0.18263      0.26645      0.35043      0.44803      0.58582      0.71232      0.76072      0.81739      0.86111      0.94894      0.98942       0.99904  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save     fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    __________    _____________    _____________    ______________________    _______________    _______    _________

    j=77    4.4935     0.9543     0.00052601       0.98467          0.33353               4.648                 0.14799        -10.729    0.0070297

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 1.412462 seconds.
Elapsed time is 0.855290 seconds.
                    mean        sd      coefofvar        min         max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10     fracByP15     fracByP20     fracByP25     fracByP35     fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ___________    ______    _______    _______    _______    __________    __________    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    __________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -49.805    5302.9     -106.47     -9.5157e+06    6.2633          0    0.19922    0.80078    1.4719e-27       0.19925       -884     -133.5    -4.7811    -4.7811    -4.7811     6.2626     6.2626     6.2626    6.2633    6.2633    6.2633    6.2633    6.2633    6.2633    6.2633    6.2633    6.2633       2.8121e+07                  1                1743.6             0.012908                1767.1           0.012917            9.6883e+05            0.0056707             1.0249        1.0764        1.1007        1.1007        1.1007        1.0803        1.0803        1.0803      1.0503       1.0251       1.0251       1.0251           1             1            1            1          1     
    cl_mt_pol_a     25.718    25.472     0.99046         -10.467    49.974    0.17881    0.21965    0.60155     0.0037856       0.35912    -10.467    -10.162    -9.8746    -9.6029    -9.3457     -4.611          0          0    38.206    49.974    49.974    49.974    49.974    49.974    49.974    49.974    49.974           1743.6           0.012908                648.83                    1                657.06             0.9999           -5.5272e+05             -0.67351         -0.0015408    -0.0084937     -0.024195     -0.047853     -0.074606     -0.074786     -0.076965     -0.076965     0.16418            1            1            1           1             1            1            1          1     
    cl_mt_coh       25.653    25.798      1.0056         -10.697    50.189          0    0.21965    0.78035     0.0037857       0.13269    -10.697    -10.657    -10.618    -10.579    -10.539    -5.0015    0.11071    0.18943    38.376    50.071    50.111     50.15     50.15    50.189    50.189    50.189    50.189           1767.1           0.012917                657.06               0.9999                665.52                  1           -5.6694e+05             -0.68212         -0.0015786    -0.0088888     -0.025815     -0.051943      -0.08219     -0.082387     -0.084502     -0.083682    0.069391      0.37321      0.51717       0.7404      0.7404             1            1            1          1     
    cl_mt_pol_c      17280     32218      1.8645       0.0070297     81830          0          0          1    1.4719e-27    1.4064e-08    0.26578    0.50448    0.84999    0.84999    0.84999      14.99      14.99      14.99    263.66      4643      4643      4643     81768     81769     81769     81769     81770       9.6883e+05          0.0056707           -5.5272e+05             -0.67351           -5.6694e+05           -0.68212             1.038e+09                    1         4.7052e-08    2.1672e-07    9.3971e-06    9.3971e-06    9.3971e-06    0.00015023    0.00015023    0.00015023    0.003242     0.057122     0.057122     0.057122      0.4055       0.70531      0.89882      0.98208          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=78    2.6312     0.89035    0.046293        0.46103          0.35411               3.4701                0.10359        -13.816    0.02298 

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.405321 seconds.
Elapsed time is 0.872633 seconds.
                    mean        sd       coefofvar      min       max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65        p75          p80         p85         p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    ________    _______    _______    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    ________    _______    ________    _________    ________    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -4.7894     19.206     -4.0101     -287.11    5.0727           0     0.5094     0.4906    7.1356e-05    2.5563e-39     -241.88    -96.879    -23.231    -11.265    -7.5191     -5.045    -3.4094     -1.599    -0.05926    0.80123      1.2795       1.4892      1.6948     2.0109    2.2933    2.8871    3.3095         368.88                   1               32.976               0.53616               38.166             0.57896               3.3567               0.46471            0.060744     0.33445     0.69176     0.86821      0.95799       1.0196        1.066       1.1133       1.1362       1.1222         1.1        1.0853       1.0663       1.0465       1.0271        1.006        1.0007  
    cl_mt_pol_a    -2.9612     3.2023     -1.0814     -13.479    47.788    0.037813    0.83532    0.12686    2.4451e-05    1.5539e-38     -12.746    -11.146     -8.541    -7.3394    -6.6187    -5.7455    -5.1221    -3.8754     -2.5334    -1.3319    -0.71812     -0.13039           0     0.4873     1.732    3.5992    6.0887         32.976             0.53616               10.255                     1               10.769             0.97977               1.0455               0.86809           0.0050958     0.04093     0.18114     0.32025       0.4263      0.52909      0.61652      0.78107      0.95138       1.0392       1.068        1.0704       1.0712       1.0641       1.0432       1.0155        1.0022  
    cl_mt_coh      -3.0928     3.4323     -1.1098     -13.784    50.133           0     0.8353     0.1647    7.4051e-05    4.0005e-39     -13.709     -11.78    -9.1505    -7.8481    -7.1718    -5.9449    -5.2685    -3.9913     -2.6386    -1.3363    -0.65992    -0.033881    0.082301    0.61731    1.8945    3.8984    6.5031         38.166             0.57896               10.769               0.97977                11.78                   1               1.1126               0.86196           0.0057388    0.042515     0.18488     0.32601       0.4341      0.53641      0.64812      0.79245      0.96289       1.0488      1.0755        1.0764       1.0761       1.0691       1.0509       1.0159        1.0022  
    cl_mt_pol_c     1.0643    0.37608     0.35335     0.02298    6.0537           0          0          1    0.00098589    2.5563e-39    0.075037    0.23648    0.47467    0.59693    0.69551    0.77365    0.83708    0.93164      1.0485     1.1494       1.278       1.3187      1.4122     1.5691    1.8341    1.9969    2.3643         3.3567             0.46471               1.0455               0.86809               1.1126             0.86196              0.14144                     1          2.8287e-05    0.001615    0.017487    0.042292     0.074557      0.10714      0.14495      0.22632      0.37405      0.52761      0.6354       0.69813      0.76015      0.83195      0.92505      0.97957       0.99846  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=79    3.6211     0.93386    0.053843        0.9196           0.39469               8.1998                0.11163        -11.72     0.02779 

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.327378 seconds.
Elapsed time is 2.311987 seconds.
                    mean       sd      coefofvar      min       max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    _______    ______    __________    __________    _______    __________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       5.197    10.676      2.0543     -6289.5    5.6733             0    0.00044742    0.99955    1.3848e-07    0.030519    3.3159    4.4835    4.6788    4.6788    4.6788    5.0457    5.0457    5.1156    5.3749    5.4672    5.5302     5.599    5.6091    5.6091    5.6091    5.6733    5.6733         113.98                    1              4.5269               0.059203              4.7567             0.059021             0.62251               0.026311           -0.01062    0.0058616      0.1248      0.1248       0.1248      0.29314      0.29314      0.31578       0.4714      0.68799      0.73386      0.78771      0.96459      0.96459      0.96459         1             1     
    cl_mt_pol_a    39.015    7.1622     0.18357     -11.434    47.445    5.8883e-06    7.6856e-06    0.99999    5.5431e-10     0.18066    18.162    30.115    30.115    30.115    30.115    30.115    30.115      33.7    40.274    45.653    45.653     46.25    47.445    47.445    47.445    47.445    47.445         4.5269             0.059203              51.297                      1              53.986              0.99851              9.1773                 0.5782         0.00030526      0.21926     0.21926     0.21926      0.21926      0.21926      0.21926      0.27821      0.42303      0.74273      0.74273      0.76167            1            1            1         1             1     
    cl_mt_coh      41.242    7.5488     0.18303     -11.688    50.143             0    7.8017e-06    0.99999    1.0673e-09     0.10533    19.228    31.796    31.851    31.851    31.879    31.879    31.879    35.658    42.585    48.198    48.254    48.883    50.115    50.143    50.143    50.143    50.143         4.7567             0.059021              53.986                0.99851              56.984                    1               9.561                0.57153         0.00029424    0.0077823    0.092372    0.092372      0.21947      0.21947      0.21947      0.27845      0.42329      0.58942      0.74287       0.7618      0.87193            1            1         1             1     
    cl_mt_pol_c    3.3802    2.2161     0.65561     0.02779    14.161             0             0          1    4.7541e-07    0.030519    1.3294    1.6494    1.7477    1.7477    1.7477    2.1912    2.1912     2.474    2.8991    3.0278    3.6898    4.3998    5.1262    5.1262    5.1262    14.161    14.161        0.62251             0.026311              9.1773                 0.5782               9.561              0.57153              4.9111                      1         0.00028667    0.0095294    0.077823    0.077823     0.077823       0.1666       0.1666      0.20879      0.33121      0.49508       0.5565      0.62228      0.86656      0.86656      0.86656         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=80    1.7517     0.91214    0.058346        0.24206          0.17456               2.616                 0.13071        -17.664    0.0088346

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.344825 seconds.
Elapsed time is 1.354727 seconds.
                    mean        sd       coefofvar       min        max       pYis0       pYls0       pYgr0       pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50        p65        p75         p80          p85         p90        p95        p99        p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    _______    _________    __________    ________    _________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _________    _______    _______    ________    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -4.0758      6.365     -1.5616       -43.134    10.134           0    0.85511      0.14489    5.7196e-05       0          -43.019    -34.028    -16.697    -9.2907    -7.1113    -5.5572    -4.5497    -3.4465    -2.4882    -1.6493    -0.98865    -0.50629    -0.057486    0.40545     1.3592      2.4016      2.922         40.513                   1               13.722                0.8484               16.096             0.91858                1.0702              0.60289            0.023689    0.094339     0.33145     0.48814      0.58545      0.66156      0.72123      0.81968      0.92286      0.99478       1.0253        1.035       1.0385       1.0361       1.0253       1.0064       1.0004   
    cl_mt_pol_a    -5.2778      2.541    -0.48145       -16.076    46.603    0.017978     0.9796    0.0024257    0.00020622       0          -15.288    -13.693    -10.253     -8.365    -7.3741    -6.6397    -6.1742    -5.7077    -5.0934    -4.4791     -3.9596     -3.4139      -3.1745    -2.6362    -1.4421           0    0.45412         13.722              0.8484               6.4566                     1               6.6466             0.95017               0.45081              0.63618           0.0052051    0.029804       0.123     0.20402      0.28419      0.35675      0.41842       0.5173       0.6771      0.81937      0.88392       0.9262      0.95449      0.97869      0.99655       1.0003       1.0001   
    cl_mt_coh      -5.6075     2.7529    -0.49094       -16.446    50.167           0    0.97959     0.020413       0.00026       0          -16.378    -14.954    -10.952    -8.9166    -8.1706    -6.9154    -6.8139    -6.1694     -5.491    -4.8127     -4.1682     -3.5236      -3.4222    -2.7776    -1.4548    0.099652     0.6141         16.096             0.91858               6.6466               0.95017               7.5786                   1               0.54608               0.7113           0.0053518     0.02851     0.12366     0.20896      0.28253       0.3614      0.42195      0.52246      0.67963      0.81999      0.88448      0.92693      0.95644      0.97961      0.99736       1.0005       1.0001   
    cl_mt_pol_c    0.88212    0.27888     0.31614     0.0088346    5.6828           0          0            1     0.0024953       0        0.0088346    0.27592    0.44846    0.52687    0.59621    0.65322     0.6837    0.76212    0.85444    0.98056      1.0724      1.1132       1.1698     1.2458      1.362      1.5684     1.6444         1.0702             0.60289              0.45081               0.63618              0.54608              0.7113              0.077772                    1          2.4991e-05    0.002468    0.020912    0.047784     0.079664      0.11664      0.15284      0.23651      0.37474      0.53567      0.64728       0.7148      0.77455      0.84412      0.91782      0.98284       0.9981   

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=81    3.8392     0.94181    0.041947        0.15755          0.38036               8.0936                0.10773        -15.416    0.01168 

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.576111 seconds.
Elapsed time is 1.849666 seconds.
                    mean       sd       coefofvar        min         max       pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    ________    _________    _______    __________    __________    _______    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       4.595     4.1934     0.91259     -1.0809e+05    5.8606           0    0.0052303    0.99477      6.94e-12    6.9359e-16    -4.5249      0.91618    2.7128    3.4889    3.9286    4.1534    4.3419    4.6438    4.9253    5.1034    5.2042    5.2361    5.2708    5.2994    5.3412    5.3977    5.4771         17.584                   1               5.0371               0.19494               5.2294             0.19417              0.24889               0.18192           -0.0021231     -0.0025509     0.017116    0.053755      0.10223      0.14297      0.18805      0.29157      0.44847      0.60841      0.72923      0.77598      0.83559      0.88716      0.94639      0.98829       0.99884  
    cl_mt_pol_a    12.337     6.1619     0.49947          -15.04    47.987    0.012792     0.011791    0.97542    2.0304e-13    2.8439e-14    -2.4678    -0.057393    1.2203    3.1422    5.0641    6.3454    7.6267    10.189    13.392    15.955    17.877    18.518    19.158    19.799     20.44    21.721    24.283         5.0371             0.19494               37.969                     1               39.445             0.99672               1.7934                0.8921          -0.00030504    -0.00097713    0.0011933    0.012022     0.035613     0.058379     0.087472      0.16741      0.31715       0.4875      0.65163      0.71422       0.7811      0.85281      0.93731      0.98253       0.99854  
    cl_mt_coh      12.976     6.4224     0.49496         -15.384    50.138           0    0.0085405    0.99146    8.3046e-13     1.646e-14    -2.5957     0.058473    1.4093    3.4119    5.3085     6.723     8.058    10.702    14.066    16.762    18.738    19.406      20.1    20.767    21.435     22.77     25.44         5.2294             0.19417               39.445               0.99672               41.248                   1                1.853               0.88435           -0.0003057    -0.00091674    0.0016432    0.012869     0.027559     0.052751     0.080168      0.14943      0.29877      0.48912      0.61902      0.67909      0.78189      0.85335      0.93756       0.9826       0.99855  
    cl_mt_pol_c    1.7966    0.32626      0.1816         0.01168    5.7347           0            0          1    2.2231e-10    6.9359e-16    0.69493       1.1084    1.2616    1.3764     1.457    1.5188    1.5725      1.68    1.8144     1.929    2.0025    2.0293    2.1019    2.1709    2.3052    2.6969    2.8044        0.24889             0.18192               1.7934                0.8921                1.853             0.88435              0.10644                     1           0.00031812      0.0057174     0.032304    0.070162       0.1102      0.15944       0.1994      0.29335      0.43797      0.58774       0.7078      0.75731      0.81566      0.87061      0.94257      0.98491       0.99881  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=82    2.1772     0.91467    0.037047        0.35886          0.28334               6.5466               0.097242        -16.187    0.024882

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.495359 seconds.
Elapsed time is 1.104615 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY        p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75         p80        p85         p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    ___________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    _______    ________    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -2.2818     7.9914     -3.5023      -63.158    7.8285           0    0.45217    0.54783    5.4404e-05    1.1823e-203       -62.9    -41.858    -15.412    -9.5812    -5.9167    -4.3209    -3.1094    -1.2001    0.30368     1.3224      1.9287     2.1179      2.4187     2.4187     2.8103    3.0529    3.5951         63.863                   1               20.866               0.82063               23.584             0.85778               1.7116               0.64996            0.045889      0.23106     0.67507     0.94003       1.1056       1.2218       1.2916       1.3834       1.4012      1.3387         1.264        1.201       1.0934       1.0934       1.0195       1.0125        1.0016  
    cl_mt_pol_a    -2.9683     3.1818     -1.0719      -15.792    48.214    0.069874    0.75891    0.17121    1.0569e-05    1.1823e-203     -14.871    -12.496    -8.8898    -7.3661    -6.3439    -5.6119     -4.904    -3.7344    -2.4419    -1.2109    -0.59535          0    0.021341    0.67259    0.67259    1.3238    3.2776         20.866             0.82063               10.124                     1               10.649             0.97275              0.85609                0.8165           0.0053868     0.046785     0.18397     0.35294      0.44101       0.5435      0.66437      0.78143      0.94286      1.0221        1.0393       1.0393       1.0392       1.0083       1.0083       1.0057        1.0004  
    cl_mt_coh      -3.1141     3.4404     -1.1048      -16.155    50.124           0    0.75889    0.24111    1.3347e-05    5.6945e-203     -16.086    -13.384    -9.3549    -7.9579    -6.6534    -5.9549    -5.2564    -3.9288    -2.5549    -1.2042    -0.52877    0.12348      0.1466    0.79886    0.82198    1.4974    3.4773         23.584             0.85778               10.649               0.97275               11.837                   1              0.96334               0.84973           0.0052252     0.048606     0.18819     0.36054      0.44995      0.55395      0.67668      0.79437      0.95577      1.0323        1.0472       1.0458       1.0439       1.0268       1.0087       1.0059        1.0011  
    cl_mt_pol_c      1.052    0.32952     0.31323     0.024882    5.1589           0          0          1      0.001663    2.8319e-204    0.024882    0.31466    0.50587    0.62827    0.72683     0.7935    0.85336    0.96223     1.0789     1.1729      1.2354     1.2354      1.2554     1.3631     1.7318    1.9336    1.9832         1.7116             0.64996              0.85609                0.8165              0.96334             0.84973              0.10859                     1          3.9331e-05    0.0028008    0.018517    0.046105      0.07935      0.12279      0.16254      0.23924      0.38353      0.5449       0.73069      0.73069      0.78157      0.84033      0.90872      0.98461       0.99837  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=83    4.3029     0.9629     0.056382        0.24615          0.12426               7.1154                0.1153         -9.4395    0.0050058

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.612750 seconds.
Elapsed time is 3.186615 seconds.
                    mean         sd        coefofvar         min         max        pYis0         pYls0       pYgr0     pYisMINY     pYisMAXY     p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    __________    __________    ___________    ______    __________    __________    _____    __________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      8.0238    0.00070899    8.8361e-05    -1.2008e+07    8.0254             0    7.9008e-22      1      1.6606e-68    0.012646     8.022     8.022    8.0229    8.0229    8.0229    8.0229    8.0238    8.0238    8.0238    8.0238    8.0238    8.0246    8.0246    8.0246    8.0246    8.0254    8.0254       5.0267e-07                 1             2.0917e-05              0.43716            2.2629e-05            0.41248            0.00011553              0.90305          0.013073     0.013073    0.22829      0.22829      0.22829      0.22829       0.7721       0.7721       0.7721       0.7721       0.7721      0.98735      0.98735      0.98735      0.98735         1             1     
    cl_mt_pol_a     47.33      0.067486     0.0014259        -9.0108    47.331    3.7127e-18    6.3332e-19      1      1.1063e-69     0.99957    47.331    47.331    47.331    47.331    47.331    47.331    47.331    47.331    47.331    47.331    47.331    47.331    47.331    47.331    47.331    47.331    47.331       2.0917e-05           0.43716              0.0045544                    1             0.0049282            0.94375            0.00039469             0.032412                 1            1          1            1            1            1            1            1            1            1            1            1            1            1            1         1             1     
    cl_mt_coh      50.127      0.077378     0.0015437        -9.4075    50.148             0    6.8507e-19      1      7.8619e-69     0.53305    50.032    50.061     50.09     50.09     50.09    50.119    50.119    50.119    50.148    50.148    50.148    50.148    50.148    50.148    50.148    50.148    50.148       2.2629e-05           0.41248              0.0049282              0.94375             0.0059874                  1            0.00044366             0.031775         0.0054109     0.040876    0.16712      0.16712      0.16712      0.46673      0.46673      0.46673            1            1            1            1            1            1            1         1             1     
    cl_mt_pol_c    3.9485       0.18044      0.045699      0.0050058    4.5306             0             0      1      1.6606e-68    0.012646    3.5314    3.5314    3.7144    3.7144    3.7144    3.7144    3.9361    3.9361    3.9361    3.9361    3.9361    4.2049    4.2049    4.2049    4.2049    4.5306    4.5306       0.00011553           0.90305             0.00039469             0.032412            0.00044366           0.031775              0.032559                    1          0.011386     0.011386    0.21399      0.21399      0.21399      0.21399      0.75629      0.75629      0.75629      0.75629      0.75629      0.98549      0.98549      0.98549      0.98549         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=84     2.794     0.91229    0.0013215       0.78616          0.19238               3.0009                0.14416        -8.7018    0.026298

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.470640 seconds.
Elapsed time is 0.694841 seconds.
                      mean         sd       coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15         p20         p25         p35         p50        p65        p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   __________    _______    _________    ________    ______    _______    _______    _______    __________    ________    _______    _______    _______    _______    ________    ________    ________    ________    _______    _______    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.0070913     7.3541     -1037.1      -382.04    5.4222          0    0.29255    0.70745     1.907e-05       0        -91.199    -14.085    -4.0214    -2.0823     -1.2201     -1.1806    -0.71804     0.73649     1.0022     1.1645     2.0225     2.1669     2.1669     2.1669    2.6245    3.3919    3.8051         54.083                   1               4.2503               0.42831               4.5357             0.43934               1.0542               0.34247               25.62       62.276      101.79      121.89        134.1       142.62       146.23       144.33       124.53       99.453       79.127       37.727       37.727       37.727        22.83       5.0578        1.3899  
    cl_mt_pol_a      0.029501     1.3494       45.74      -8.4896    48.738    0.10026    0.45245    0.44729    6.7376e-06       0        -6.5462    -3.5086    -2.0031    -1.3585    -0.82096    -0.29945    -0.29122    -0.28344          0    0.28277    0.28277    0.28277    0.88098    0.88098    2.0774    5.0684    7.4613         4.2503             0.42831               1.8208                     1               1.8613             0.98257              0.36851               0.65242            -0.24261      -1.6229     -5.1342     -8.0265      -9.6355      -10.668      -11.458      -12.226      -12.738      -9.9641      -9.9641      -9.9641      -7.6671      -7.6671      -5.8866     -0.77723       0.80604  
    cl_mt_coh         0.11732     1.4038      11.966      -8.6698    50.185          0    0.45243    0.54757    1.1074e-05       0        -6.8347    -3.7635    -2.0427    -1.3675    -0.76846    -0.24573    -0.20759    -0.16946    0.10826     0.3914    0.42954    0.46767    0.95227     1.0285    2.2647    5.2215    7.6175         4.5357             0.43934               1.8613               0.98257               1.9707                   1              0.36699               0.62454           -0.066905     -0.43821     -1.3536     -2.1005      -2.4923      -2.7145      -2.8534      -2.9668      -2.9947      -2.4554      -2.1642      -1.9263      -1.7753      -1.4115     -0.78606      0.50016       0.93539  
    cl_mt_pol_c        1.2455    0.41859     0.33608     0.026298    4.4039          0          0          1    6.4264e-05       0        0.25603    0.47034    0.65477    0.71624     0.72635     0.91584      1.0318      1.1617     1.1942     1.1945     1.5889     1.7975     1.9051     1.9051    1.9059    1.9123    2.4483         1.0542             0.34247              0.36851               0.65242              0.36699             0.62454              0.17522                     1          0.00021326    0.0035986    0.021995    0.060601     0.079075      0.11056      0.15094       0.2757      0.40073      0.54466      0.63797      0.69332      0.89462      0.89462       0.9288      0.98306       0.99805  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=85    1.7178     0.93119    0.011333        0.94429          0.32517               5.5118                0.10554        -5.0293    0.010381

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.577742 seconds.
Elapsed time is 1.771016 seconds.
                    mean        sd      coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY     pYisMAXY       p0_1         p1         p5         p10        p15        p20        p25        p35         p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    _______    _______    _______    __________    _________    ________    ________    _______    _______    _______    _______    _______    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -20.781     26.47     -1.2737      -84.295    15.001          0    0.72093    0.27907     0.0036874     0.016646     -84.295     -75.267    -70.858    -63.573    -56.263    -49.026    -42.457     -21.186    -12.014    -12.014    6.1319    6.6895    6.6895    6.6895    9.4984    15.001    15.001         700.68                   1               131.79               0.52669               136.75             0.53803               28.684               0.55005            0.014957      0.042792      0.19659     0.35841      0.49312      0.63378      0.74689       0.8844       1.0887       1.0887        1.0985       1.0487       1.0487       1.0487      1.0324            1          1     
    cl_mt_pol_a     2.4228    9.4527      3.9015      -4.9066     49.44    0.26501    0.41236    0.32263    0.00030269     0.017309     -4.8121     -4.6335    -4.0412    -3.5333    -3.0254    -2.5175    -2.0095    -0.99371          0          0     4.466     4.466     4.466    7.7974    20.012     49.44     49.44         131.79             0.52669               89.354                     1               90.307             0.99497                17.38                0.9333          -0.0039266     -0.029041    -0.096609    -0.16894     -0.23145     -0.28452     -0.32728     -0.38225     -0.39339     -0.39339     -0.065749    -0.065749    -0.065749    -0.041565     0.20493            1          1     
    cl_mt_coh       2.4902    9.6018      3.8559      -4.9973    50.135          0    0.41235    0.58765     0.0003158    0.0075584     -4.9715     -4.9199    -4.3326    -3.7711    -3.2096    -2.6481    -2.0865     -0.9635    0.10932    0.13509    4.5744     4.626    4.6517    7.9951    20.349    50.109    50.135         136.75             0.53803               90.307               0.99497               92.195                   1               17.458               0.92293          -0.0041088     -0.031049    -0.099782    -0.17411     -0.23802     -0.29189     -0.33484     -0.38823     -0.39185     -0.38546      -0.30852      -0.1743    -0.053626    -0.031565     0.20861      0.84783          1     
    cl_mt_pol_c      1.366      1.97      1.4422     0.010381    11.615          0          0          1      0.026603     0.016646    0.010381    0.010381    0.21907    0.30743    0.36568    0.41617    0.46573     0.53268    0.57061    0.61947    1.9818    2.5622    2.5622    2.5622    3.8803    11.615    11.615         28.684             0.55005                17.38                0.9333               17.458             0.92293               3.8811                     1          0.00020218    0.00020218    0.0036662    0.014989     0.026559     0.040626     0.058315     0.093833      0.20029      0.21896       0.31233      0.59884      0.59884      0.59884     0.68919            1          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=86    3.2554     0.96899    0.019496        0.88307          0.33104               2.6175                0.11244         -8.74     0.018686

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.834076 seconds.
Elapsed time is 1.347699 seconds.
                    mean       sd      coefofvar      min        max        pYis0        pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5        p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ________    ______    _________    _________    _______    __________    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      5.3907    16.138      2.9938      -3878.4    11.948            0      0.13677    0.86323    6.4157e-14     0.01891     -164.4    -46.148    -15.787    -4.748    1.5602      4.53    6.0221    7.9814    9.3294    10.001    10.657    10.922    11.295    11.554    11.586    11.948    11.948         260.45                   1               109.01               0.54052                110.1             0.53539               5.6349                0.3084            -0.063062      -0.19566     -0.3624     -0.4313     -0.44133     -0.41185     -0.36331     -0.22737     0.011438      0.28808      0.48095      0.58084      0.68087      0.78759      0.94017         1             1     
    cl_mt_pol_a    32.757    12.497     0.38151      -8.5268    49.044    0.0012855    2.173e-11    0.99871    3.8773e-14    0.092312          0     4.3615     10.241    12.005    16.708    20.823    23.763    29.642    35.522    39.049    42.577    44.928    46.692    48.456    49.044    49.044    49.044         109.01             0.54052               156.18                     1               159.01             0.99847               9.1519               0.64683          -2.4053e-12    0.00065051    0.021495    0.027283     0.051145     0.082443      0.11377      0.20315       0.3452       0.5384      0.65031       0.7312       0.7989      0.86179            1         1             1     
    cl_mt_coh      33.486    12.743     0.38055       -8.708    50.144            0    2.385e-11          1    5.6565e-14    0.015059    0.11594     4.5345       10.5    12.382    17.122    21.261    24.342     30.28    36.358    39.926    43.523    45.836    47.634    49.489    50.088    50.144    50.144          110.1             0.53539               159.01               0.99847               162.38                   1               9.2106               0.63843           2.6858e-06    0.00060237    0.011734    0.027504     0.049735       0.0784      0.11301      0.19573      0.34567      0.52366      0.64727      0.70887      0.77921      0.85332      0.94301         1             1     
    cl_mt_pol_c    1.9156    1.1322     0.59102     0.018686    8.1623            0            0          1    5.7044e-13     0.01891    0.30126    0.45507    0.94945    1.1118    1.2149    1.2969    1.3657    1.4918    1.6179    1.8687    2.2517    2.3319    2.4007    2.8463    3.4572    8.1623    8.1623         5.6349              0.3084               9.1519               0.64683               9.2106             0.63843               1.2818                     1           0.00014468     0.0020799    0.015111    0.043349     0.073881      0.10759      0.14086      0.22032      0.34093      0.46986      0.58248      0.64585      0.70193      0.77391      0.90403         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=87    3.0523     0.92635    0.038737        0.12827          0.28583               7.4515                0.10667        -19.393    0.0056244

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.807457 seconds.
Elapsed time is 1.343199 seconds.
                     mean        sd       coefofvar       min        max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15         p20        p25        p35         p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    _______    _______    _______    __________    __________    _______    _______    _______    _______    _________    _______    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       -1.7305     164.01     -94.776        -20196    6.0973          0    0.16928    0.83072    2.4118e-07    4.1875e-83    -300.81    -19.249    -4.1794    -1.1141    -0.044301    0.62694    0.87189        1.96     2.3646    2.6234    2.8403    2.9174    3.0272    3.0318    3.2029    3.3582    3.5153          26899                    1               41.82               0.12059               48.201             0.12958                3.2967              0.077571             1.6122       1.8586      2.0238      2.0934       2.1133       2.1122       2.0868       1.9876       1.7896       1.5717       1.3644       1.3151       1.2641       1.1193       1.0913       1.0174        1.0015  
    cl_mt_pol_a    0.028725     2.1146      73.614        -18.92    48.135    0.05864    0.39443    0.54693     9.671e-09    1.3951e-81    -8.5662    -5.7946    -4.0873    -2.8604      -2.2085    -1.6174    -1.5279    -0.25289    0.41723    1.0989    1.7806    1.7806    2.4623    2.4623    2.4623     3.144    3.8257          41.82              0.12059              4.4713                     1               4.6988             0.97978               0.40969               0.74771           -0.39331      -2.4366     -8.9341     -15.615      -20.535      -23.152      -26.444       -28.78      -27.352      -22.604      -14.598      -14.598      -1.6376      -1.6376      -1.6376      0.39057       0.88309  
    cl_mt_coh         0.104      2.268      21.808       -19.361    50.137          0    0.39439    0.60561    4.0305e-08    7.6736e-82    -9.3434    -5.9075    -4.3867    -2.9967      -2.2886    -1.6328    -1.5544     -0.1643    0.54379     1.278      1.96    1.9861    2.6681    2.6942    2.6942    3.4023    4.1104         48.201              0.12958              4.6988               0.97978               5.1438                   1               0.46549               0.79207           -0.11753     -0.72566     -2.6411     -4.5305      -5.9871      -6.7522      -7.6825      -8.2824      -7.9868      -6.1217      -5.0321      -3.6757      -1.9369      0.21681      0.21681      0.82007       0.96564  
    cl_mt_pol_c      1.2358    0.25912     0.20968     0.0056244    4.7573          0          0          1    9.7465e-06    4.1875e-83    0.26291    0.52851    0.85067    0.93802       1.0265     1.0554     1.1237      1.1994     1.2346    1.2874    1.3138    1.3138    1.4601    1.5414    1.5942    1.9727    2.0483         3.2967             0.077571             0.40969               0.74771              0.46549             0.79207              0.067144                     1         0.00019112    0.0034453    0.031566    0.063834      0.10453      0.14489      0.19917      0.28654      0.44075       0.6535      0.74755      0.74755      0.80778      0.87739      0.92286      0.98697       0.99902  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=88    4.8692     0.92916    0.010837        0.15291          0.43535               2.4353                0.1448         -16.387    0.012751

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.733492 seconds.
Elapsed time is 0.693100 seconds.
                    mean        sd       coefofvar        min         max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10        p15        p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20     fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    ________    ________    _______    __________    __________    _______    _______    _________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -3.5536       3871     -1089.3     -5.5248e+06    3.5395           0    0.065201     0.9348    4.0799e-09    9.5282e-32    -34.583    -6.1346      -0.5419    0.51907     1.0984     1.1312    1.4979    1.5036     1.885     2.042    2.0439    2.1584    2.1616    2.2652    2.3599     2.591    2.8175       1.4985e+07                  1              66.466               0.010123              80.454             0.012025               5.1319             0.0051848             1.3987       1.4347       1.4579       1.4553       1.4374        1.4218      1.4003       1.3664       1.2829        1.199       1.1429       1.1145       1.0946       1.0545       1.0339       1.0074        1.0008  
    cl_mt_pol_a     2.0755     1.6962     0.81723         -15.987    49.464    0.071207    0.069426    0.85937    2.9633e-09    2.7104e-30    -3.3329    -1.9921      -0.1258          0    0.54259    0.54259    1.2127    1.2127    1.8829    2.5531    3.2232    3.2232    3.2232    3.8934    4.5635     6.574    9.2546           66.466           0.010123               2.877                      1              2.7581              0.94081              0.29073               0.67036         -0.0023391    -0.015147    -0.034613    -0.035677    -0.012225     -0.012225    0.073335     0.073335         0.21      0.39923      0.67519      0.67519      0.67519       0.7952      0.86385       0.9664       0.99508  
    cl_mt_coh       2.2046     1.7284       0.784         -16.355    50.185           0    0.061584    0.93842    1.2225e-08    3.8895e-31     -3.484    -2.0909    -0.096949    0.10867     0.6188    0.69547    1.2962    1.3729    2.0503    2.7277    3.3668    3.4051    3.4435    4.0826    4.7983    6.7922    9.5402           80.454           0.012025              2.7581                0.94081              2.9873                    1              0.28577               0.64663         -0.0019224    -0.013012    -0.032907    -0.031325    -0.021092    -0.0067436    0.026055     0.073005      0.20373      0.38446      0.57976      0.64408      0.68368      0.78409      0.86808      0.96443       0.99527  
    cl_mt_pol_c      1.297    0.25569     0.19714        0.012751    4.8127           0           0          1    1.1866e-07    9.5282e-32    0.44121    0.70473      0.99588     1.1375     1.1406     1.1465    1.1538     1.161    1.1756    1.2869    1.5516    1.5661    1.5734    1.5952     1.853    1.8748    1.9329           5.1319          0.0051848             0.29073                0.67036             0.28577              0.64663             0.065378                     1          0.0003333    0.0050166     0.039542     0.086088      0.12043       0.16371     0.23596      0.30955      0.47434      0.57673      0.70046      0.77819      0.82603      0.86127      0.93863      0.98636       0.99853  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=89    4.4165     0.93992    0.053055        0.31382          0.37782               2.817                 0.12204        -10.892    0.012773

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.501373 seconds.
Elapsed time is 5.507036 seconds.
                    mean       sd       coefofvar        min         max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    _________    _________    _______    __________    __________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      4.5641     15.264      3.3443     -8.6357e+05    4.8177            0     0.001943    0.99806    1.6949e-11    0.00024143    -2.6895     2.2223    3.7564     4.177    4.4013     4.514    4.5912    4.6815    4.7499    4.7811    4.7938    4.7984    4.8024    4.8061    4.8092    4.8138    4.8165         232.98                    1              4.9016               0.025209              5.1548             0.025172             0.27439               0.02505           -0.0021169     0.00089865     0.029512    0.072735      0.12082      0.16933      0.22033      0.32108       0.4813      0.63561      0.74021      0.79198      0.84277      0.89766      0.95047      0.99316       0.9992   
    cl_mt_pol_a    29.854     12.738     0.42669         -10.627    47.481    0.0024429    0.0031873    0.99437     7.805e-12     0.0058021    -1.5337    0.86732    6.1777    10.308    13.848    17.389    20.339    25.649     32.73     38.04     40.99     42.17    43.351    44.531    45.711    46.891    47.481         4.9016             0.025209              162.27                      1              170.78              0.99926              8.9038               0.97399          -8.4335e-05     -1.113e-05    0.0059114    0.019736     0.039583     0.068303      0.09998      0.17771      0.33495      0.51379      0.64854      0.71208      0.78227      0.86016      0.95704      0.99077            1   
    cl_mt_coh      31.536     13.416     0.42543          -10.86    50.156            0    0.0031901    0.99681    2.2528e-11     0.0010766    -1.5401     1.0385    6.5685    10.949    14.739    18.405    21.543    27.135    34.529    40.153    43.259    44.533    45.776    47.018     48.23    49.473    50.156         5.1548             0.025172              170.78                0.99926                 180                    1              9.3456               0.97066           -8.334e-05    -1.8648e-06    0.0051525    0.018872      0.03998     0.066338     0.099261      0.17651      0.32392      0.50386      0.63573      0.70642      0.77589      0.85293      0.93286      0.98517            1   
    cl_mt_pol_c    2.8581    0.71764     0.25109        0.012773    6.3585            0            0          1    1.2216e-10    0.00024143    0.85749      1.241     1.554    1.8045    1.9967    2.1801    2.3366    2.6209     2.994    3.2758    3.4323    3.4949    3.5575    3.6246    3.8549    4.2415    4.6328        0.27439              0.02505              8.9038                0.97399              9.3456              0.97066             0.51501                     1           0.00026137      0.0045481     0.024029    0.054498     0.086988      0.12461      0.16336      0.24947      0.40555       0.5703      0.68961      0.74491      0.80591      0.86474      0.93458       0.9894       0.9985   

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=90    1.6019     0.95353    0.042626        0.34872          0.46418               6.7446               0.097071        -13.205    0.010358

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.606796 seconds.
Elapsed time is 1.422249 seconds.
                    mean       sd       coefofvar      min        max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    _________    _______    __________    __________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      10.916     2.3923     0.21916      -21.509    18.765            0    0.0019297    0.99807    3.1691e-07    6.8849e-09     -2.651     3.9305    6.4794    7.4832    8.3862    9.0743    9.6375    10.551    11.525    12.308    12.675    12.853    13.027    13.198    13.645     14.55    15.636         5.7233                   1               13.741               0.97375                14.19             0.96405               0.7894               0.80982          -0.00063493      0.0016715     0.024151    0.054196     0.094959      0.13213      0.17583      0.26922      0.42772      0.60671      0.71596      0.77752      0.84071      0.87447      0.94237       0.9867        0.9986  
    cl_mt_pol_a    14.625     5.8986     0.40333      -12.883    47.956    0.0016692    0.0068023    0.99153    4.6723e-08    1.4125e-07    -3.8698    0.32503    4.0365    5.8923     7.748    8.9852    10.222    12.697     15.79    18.264    19.501     20.12    20.738    20.738    21.975    25.687    30.636         13.741             0.97375               34.794                     1               36.114             0.99513               1.9321                0.8039          -0.00041096    -0.00091095    0.0078343    0.026697     0.053948     0.078843      0.11009       0.1961      0.36209      0.55961      0.68697      0.76063      0.85817      0.85817      0.92249      0.98296       0.99781  
    cl_mt_coh      15.354     6.1525      0.4007      -13.173    50.124            0    0.0068077    0.99319    5.6927e-08    7.2554e-08    -4.0746    0.46314    4.3328    6.2677    8.1795    9.4924    10.782    13.362    16.564    19.121    20.434    21.078      21.7    21.746    23.036    26.906    32.066          14.19             0.96405               36.114               0.99513               37.853                   1               1.9443               0.77557          -0.00041681    -0.00086438    0.0081374    0.027244     0.049363     0.079726      0.11108      0.19725      0.34293      0.51482      0.65357      0.72341      0.77886      0.85854      0.92271      0.98302       0.99782  
    cl_mt_pol_c    1.9018    0.40746     0.21424     0.010358    6.9208            0            0          1    9.0387e-06    6.8849e-09    0.77781     1.1175    1.3021    1.3948    1.4867    1.5658    1.6185    1.7381    1.8822    1.9749    2.0844     2.269    2.4272     2.559    2.6381    2.7963    3.0105         0.7894             0.80982               1.9321                0.8039               1.9443             0.77557              0.16602                     1           0.00034052      0.0058137     0.037017    0.067838      0.11024      0.15278      0.18609      0.27451      0.44031      0.57773      0.67686        0.735      0.79853      0.86802      0.92896       0.9859       0.99837  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=91    3.3541     0.93553    0.014555        0.39296          0.30977               9.2948                 0.15          -15.115    0.006903

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.407536 seconds.
Elapsed time is 0.479249 seconds.
                    mean       sd      coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ________    ______    ________    ________    _______    __________    __________    _______    ________    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.3402    41.292      17.644       -51909    5.9323           0    0.017238    0.98276    4.2877e-09    1.2396e-46    -3.2345    -0.14248     1.0609       1.63     1.6884     1.8064      2.062     2.1685    2.6336    2.8369    2.8491    3.0007    3.1496    3.1705    3.3714    3.6568    3.9414           1705                    1              1.5449               0.025657               1.634             0.02666               0.19973              0.018569           -0.02345     -0.026551    -0.015407      0.026143     0.047819      0.11439     0.14126      0.21579      0.39687      0.56437      0.68531      0.72473        0.835      0.86854      0.92449      0.98962       0.99878  
    cl_mt_pol_a    1.7775    1.4582      0.8204      -14.747    49.283    0.060492    0.034807     0.9047    5.7254e-11    7.4541e-46    -1.5881    -0.45745          0    0.16456    0.16456    0.16456    0.81947    0.81947    1.4744    2.1293    2.7842    2.7842    3.4391    3.4391     4.094    5.4038    6.7136         1.5449             0.025657              2.1264                      1              2.0463             0.94536               0.25427               0.66937         -0.0017566    -0.0061391    -0.011987     0.0019244    0.0019244    0.0019244     0.06581      0.06581      0.17986       0.3489      0.62581      0.62581      0.75968      0.75968      0.85689      0.98106       0.99626  
    cl_mt_coh      1.9726    1.4844     0.75248      -15.083    50.192           0    0.034803     0.9652    2.0672e-10    6.3389e-46    -1.6344    -0.38548      0.152    0.27896    0.31896    0.35896     0.9434     1.0234    1.6878    2.3523    3.0167    3.0167    3.6412    3.6812    4.3456    5.6745    7.0034          1.634              0.02666              2.0463                0.94536              2.2034                   1               0.28558               0.73855         -0.0016427    -0.0053699    -0.007621    -0.0017351    0.0047896     0.021852    0.028902     0.092318      0.20855      0.37537      0.64392      0.64392      0.69175      0.77234      0.86489      0.98224       0.99651  
    cl_mt_pol_c    1.3034    0.2605     0.19986     0.006903    3.9991           0           0          1    1.3785e-07    1.2396e-46    0.56916     0.66791    0.88768       1.03      1.197      1.197     1.2065      1.216    1.2351    1.3561    1.3876    1.3971    1.4161    1.4543    1.9091    2.0506    2.0777        0.19973             0.018569             0.25427                0.66937             0.28558             0.73855              0.067859                     1          0.0007139     0.0049094     0.044983      0.070125      0.17464      0.17464     0.24415      0.31363      0.47961      0.60799      0.71994      0.76148      0.83155      0.85351      0.93837       0.9851       0.99937  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=92    3.6841     0.92505    0.036618        0.53905          0.2834                7.755                 0.10896        -8.2161    0.013021

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.439291 seconds.
Elapsed time is 0.931968 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10         p15         p20         p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    ________    _______    __________    __________    _______    _______    ________    ________    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.1974     3.8791      1.7653       -42820    4.7847           0    0.051334    0.94867    4.5065e-10    4.6245e-21    -5.9567    -1.9073    -0.02035     0.68672      1.3078      1.3592     1.6765    2.1777    2.5751    2.8402    2.9502    3.0509    3.1464    3.2894    3.4683    3.7863    4.0173         15.047                   1               2.5061               0.25404               2.5163              0.2455               0.27056              0.24626             -0.00524     -0.016946     -0.03047    -0.020501     0.024702     0.034591       0.06598     0.15287      0.35351      0.54431      0.66096      0.72127      0.77244       0.8571      0.92063       0.9844       0.99825  
    cl_mt_pol_a    2.8718     2.5431     0.88554      -8.0157    48.234    0.020503     0.10306    0.87644    1.4754e-11    3.6575e-20    -2.1756    -1.0193    -0.45367    -0.44508    0.096912    0.096912    0.66997    1.8161    2.9622    4.1083    4.6814    4.6814    5.2544    5.8275    7.5467    10.412    13.277         2.5061             0.25404               6.4673                     1               6.6131             0.98415               0.57693              0.80099           -0.0010227    -0.0063398    -0.016557    -0.023372    -0.020692    -0.020692    -0.0039916    0.071912      0.21085      0.41975      0.60041      0.60041      0.68321      0.74527      0.86798      0.96462       0.99592  
    cl_mt_coh      3.0961     2.6423     0.85343      -8.1841    50.139           0     0.10304    0.89696    3.4361e-11    2.0705e-20    -2.2168    -1.0019    -0.38098    -0.35411     0.21306     0.23993    0.83398    1.9683    3.1564    4.3445    4.9654    4.9923    5.5594    6.1804    7.9356    10.933    13.903         2.5163              0.2455               6.6131               0.98415               6.9817                   1               0.60358              0.80653          -0.00099708    -0.0060057    -0.014632     -0.01966    -0.016588    -0.013118     0.0057787     0.04461      0.15723      0.33466      0.50835      0.60912       0.6445      0.75143      0.85314      0.96563       0.99604  
    cl_mt_pol_c    1.3814    0.28322     0.20502     0.013021    5.0371           0           0          1    2.4113e-09    4.6245e-21    0.55437    0.67111     0.82007      1.1435      1.1956      1.2166     1.2375    1.3005    1.3592    1.4221     1.489     1.552    1.5939    1.7198    1.9785    2.1044    2.4188        0.27056             0.24626              0.57693               0.80099              0.60358             0.80653              0.080216                    1           0.00075537      0.010534      0.02728     0.073309      0.13586      0.16976       0.20363     0.31281      0.44157      0.58123      0.69083      0.75582      0.80737      0.85841      0.93113      0.98471       0.99869  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=93    2.8888     0.9308     0.0088744       0.88364          0.47432               6.9584                0.12779        -5.1484    0.0086728

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.443329 seconds.
Elapsed time is 0.753154 seconds.
                    mean        sd      coefofvar       min        max       pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1         p1         p5         p10        p15        p20        p25        p35        p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    _________    ______    ________    ________    _______    __________    ________    _______    ________    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -53.444    266.53     -4.9871       -5340.7    6.2352           0     0.61669    0.38331    0.00015361    0.016164    -4152.8     -949.76    -166.02    -119.22    -56.894    -45.745    -27.084    -10.803    -4.8212    0.95146    2.5945    3.5192    4.2638    4.8285    5.7205    6.2352    6.2352          71038                   1               988.89               0.27677               999.91             0.27734               61.493                0.1383             0.092848        0.4318       0.76409     0.81208      0.91825      0.93483      0.96611      0.99869       1.0203       1.0245       1.0213       1.0184       1.0144       1.0105       1.0031         1             1     
    cl_mt_pol_a     18.932    13.405     0.70809       -5.0229     49.56    0.016975    0.012736    0.97029    3.1892e-06     0.04748    -4.0661    -0.57326     2.1481     3.2637     3.8215     6.6104     8.8416     12.746     15.535     21.671    27.249     29.48    33.942    40.636    47.887     49.56     49.56         988.89             0.27677                179.7                     1                180.7             0.99648               15.178               0.67873          -0.00031266    -0.0010859    0.00092682    0.016912     0.018669     0.034388     0.054646      0.11405      0.22089      0.37035      0.50634      0.57466       0.6621      0.76361      0.87349         1             1     
    cl_mt_coh       19.239    13.527     0.70311       -5.1164    50.164           0    0.010707    0.98929    2.5418e-06    0.024936    -4.4221    -0.48294     2.2979     3.4233     3.9203     6.7669     9.0507      12.99     15.836     22.027    27.621    29.905    34.374    41.028    48.475    50.164    50.164         999.91             0.27734                180.7               0.99648               182.99                   1                14.99               0.66427          -0.00033061    -0.0011067    0.00063368    0.009711     0.017851     0.031611     0.053068      0.11039      0.22286      0.37234      0.50064      0.57628      0.65779      0.75468      0.87405         1             1     
    cl_mt_pol_c     1.4496    1.6682      1.1508     0.0086728    12.569           0           0          1    0.00052207    0.016164    0.05374       0.127    0.15596    0.60464    0.61937    0.65897    0.69362    0.73355     1.0685     1.3801    1.7154    1.9775    2.1062    2.4068    3.0933    12.569    12.569         61.493              0.1383               15.178               0.67873                14.99             0.66427               2.7829                     1           3.8091e-05    0.00089928      0.006475    0.019797     0.042173     0.063619     0.088322      0.13585      0.22268      0.35703      0.46377      0.52772       0.5964      0.67698      0.82005         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=94    2.7898     0.96798    0.056494        0.11759          0.39731               7.3667                0.14267        -18.419    0.0035372

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.546686 seconds.
Elapsed time is 1.558940 seconds.
                    mean        sd       coefofvar       min        max        pYis0         pYls0       pYgr0     pYisMINY     pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ________    _________    _________    ______    __________    __________    _____    __________    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       15.83    0.044526    0.0028127       -13630    15.892             0    5.0721e-11      1      6.3905e-18    0.0042911    15.718    15.762    15.784    15.784    15.796    15.805    15.806    15.824    15.842    15.844    15.857    15.857    15.857    15.864    15.875    15.875    15.892       0.0019825                  1              0.038794              0.86104              0.03789             0.79336             0.0083026              0.49351           0.0011527    0.011439     0.11891     0.11891      0.15088      0.21441      0.26264      0.41366      0.61477      0.66886      0.87121      0.87121      0.87121      0.92148      0.99021      0.99021          1     
    cl_mt_pol_a    46.243      1.0119     0.021882       -17.97    47.326    2.9718e-07    1.1384e-07      1       5.461e-19      0.28277    43.361    44.022    44.683    44.683    45.344    45.344    45.344    46.005    46.666    46.666    47.326    47.326    47.326    47.326    47.326    47.326    47.326        0.038794            0.86104                1.0239                    1              0.97636             0.89957               0.19122              0.50015           0.0015614    0.010788     0.14153     0.14153      0.25578      0.25578      0.25578      0.47821      0.71061      0.71061            1            1            1            1            1            1          1     
    cl_mt_coh      49.013      1.0726     0.021884      -18.387    50.183             0    1.1808e-07      1      7.0033e-19      0.15432    45.296    46.692    47.352     47.39    47.975    48.088    48.088    48.749    49.409    49.484    50.107    50.145    50.183    50.183    50.183    50.183    50.183         0.03789            0.79336               0.97636              0.89957               1.1505                   1               0.20271              0.50016          0.00078857    0.010822     0.07018     0.14158      0.14582      0.25583      0.25583       0.3568       0.5149      0.71064      0.75627        0.842            1            1            1            1          1     
    cl_mt_pol_c     3.892     0.37784      0.09708    0.0035372    6.5394             0             0      1      2.9705e-16    0.0042911    3.1257    3.1631     3.324    3.6884    3.6884    3.7257     3.763    3.8003    3.8377    3.8612    3.9732    3.9732    4.0595    4.0968    4.7949    4.7949    6.5394       0.0083026            0.49351               0.19122              0.50015              0.20271             0.50016               0.14276                    1           0.0024728    0.028513    0.052522     0.13964      0.13964      0.20064      0.32002      0.44288      0.59505      0.62231      0.77637      0.77637      0.84932      0.90074      0.98508      0.98508          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=95    2.4671     0.8936     0.057847        0.27678          0.41111               2.1008               0.097662        -15.936    0.022237

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.384094 seconds.
Elapsed time is 0.699125 seconds.
                    mean        sd       coefofvar      min        max        pYis0       pYls0       pYgr0       pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80         p85         p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _________    _______    _________    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -9.8811      18.15     -1.8368       -179.1    5.7233            0    0.87976      0.12024    0.00014675    2.1808e-35     -179.02    -93.948    -39.466    -23.774    -16.259    -13.214    -10.384    -7.2259    -4.5243    -2.7016    -1.4717    -0.91964    -0.38286    0.15672    0.93911     2.0752    2.9608         329.43                   1               31.521               0.57206               39.015             0.66848               3.2781               0.52621           0.029462       0.13607     0.37099     0.52493      0.62134      0.69483      0.75449      0.84177      0.92614      0.98159       1.0011       1.0075       1.0108       1.0114       1.0085       1.0025        1.0003  
    cl_mt_pol_a    -7.7764     3.0358    -0.39039      -15.547    47.266    0.0051029     0.9853    0.0095963    0.00020678    3.1255e-34     -15.277    -14.381    -12.697    -11.609     -10.84    -10.296    -9.7763    -8.9833    -7.9065     -6.774    -6.0367     -5.4135     -4.8722    -3.7321    -2.3771          0    2.7441         31.521             0.57206               9.2163                     1               9.2834             0.95096              0.79756               0.76542          0.0032397      0.020281    0.091268     0.17323      0.24233      0.30719      0.37795      0.49252      0.66064      0.81274      0.87765      0.91846      0.94692       0.9746      0.99532       1.0015        1.0005  
    cl_mt_coh      -8.1593     3.2156     -0.3941      -15.904    50.125            0    0.98531     0.014692    0.00070352    3.3089e-35     -15.881    -15.185     -13.19     -12.47    -11.194    -10.522    -10.452    -9.1759    -8.4333    -7.1109    -6.4149     -5.7421     -5.0692    -3.7934    -2.4245    0.12501    3.0046         39.015             0.66848               9.2834               0.95096                10.34                   1              0.88384                0.8008          0.0042479      0.021542    0.095071     0.16703      0.24386      0.31725      0.38015      0.49463      0.66242      0.81184      0.87856      0.91936      0.95186      0.97521      0.99552       1.0016        1.0005  
    cl_mt_pol_c    0.85959    0.34323      0.3993     0.022237    6.8739            0          0            1      0.002528    2.1808e-35    0.022237    0.17162    0.34101    0.42454    0.51718    0.57599    0.62677    0.71029    0.82395    0.95123     1.0604       1.134        1.24     1.3399     1.4886     1.7363    1.9791         3.2781             0.52621              0.79756               0.76542              0.88384              0.8008              0.11781                     1           6.54e-05     0.0018129    0.014292    0.036731     0.065224     0.096355      0.13391      0.21413      0.34385      0.50244      0.62006      0.68005      0.75073      0.82947      0.90547      0.97959       0.99806  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=96     1.837     0.96668    0.033936        0.23994          0.31043               4.0395                0.14196        -9.7514    0.01053 

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.533902 seconds.
Elapsed time is 5.475142 seconds.
                    mean       sd       coefofvar      min       max        pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1        p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _______    ______    _________    __________    _______    __________    __________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      17.428     3.5577     0.20414     -47.442    21.272            0    4.4129e-08          1    6.3159e-14    0.00040699      5.2135     6.838    9.7829    11.964    13.458    14.556    15.552    17.036    18.668     19.76    20.288    20.474     20.65    20.816    20.942    21.092    21.182         12.657                   1               46.409               0.97798               47.951             0.97716               1.6213               0.95073           0.00053347     0.0036248     0.023469     0.05594     0.091324      0.13219      0.17554       0.2723      0.42466       0.5915      0.70775      0.77543      0.83537      0.88205      0.94167      0.99254       0.99896  
    cl_mt_pol_a     30.99     13.338      0.4304     -9.5136    48.359    0.0013048    0.00053665    0.99816    1.2402e-14       0.01389           0    1.1832    5.9008    10.618    14.157    17.695    20.643     26.54    33.616    39.513    43.052    44.231     45.41     46.59    47.179    48.359    48.359         46.409             0.97798               177.91                     1               183.88             0.99946               6.2223               0.97323          -1.0852e-05     0.0002164    0.0051638    0.019546     0.038679     0.066298     0.096437      0.17799      0.32113      0.50132      0.65936      0.72525      0.79983      0.88218      0.92574            1             1  
    cl_mt_coh       32.17     13.793     0.42875     -9.7194    50.182            0    0.00053721    0.99946     4.556e-14     0.0043656    0.073359    1.2928    6.2453    11.123    14.819    18.439    21.525    27.585    34.939    41.036    44.582    45.839    47.058    48.278    48.962    50.107    50.182         47.951             0.97716               183.88               0.99946               190.25                   1               6.4335               0.97309          -7.8448e-06    0.00012705    0.0050269    0.019144      0.03919     0.065283     0.097175      0.17587      0.32205       0.5021      0.63415       0.7045      0.77613      0.85639      0.92587      0.98645             1  
    cl_mt_pol_c    2.3245    0.47933      0.2062     0.01053    4.7838            0             0          1    9.2692e-13    0.00040699     0.74926    1.2643    1.4644    1.6245    1.7554    1.8646    1.9755    2.1648     2.405    2.6051     2.716    2.7566    2.7966    2.8361    2.9167    3.4349    3.5864         1.6213             0.95073               6.2223               0.97323               6.4335             0.97309              0.22975                     1           0.00046429     0.0058884     0.030125    0.064267     0.099331      0.13866      0.18002      0.27193      0.41608      0.58119      0.69621       0.7534      0.81119      0.87143      0.93456      0.99073       0.99836  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=97    1.0287     0.93398    0.0066458       0.53109          0.4273                8.2374                0.10207        -13.065    0.02442 

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.351031 seconds.
Elapsed time is 0.302148 seconds.
                    mean        sd      coefofvar      min       max       pYis0      pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85         p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    _______    ______    _______    _______    ________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       5.1478    1.5921     0.30928      2.1706    18.485          0          0           1     0.0028422       0         2.1706     2.3853     2.6678     2.6678     3.1818     3.6121     3.8091      4.474     5.3375     5.9993     6.4727     6.5682      6.9792     7.0005     7.7283     8.2254    9.4358         2.5349                   1               2.1247                0.32687              6.7692             0.95558              0.89904                 0.5416         0.0011984      0.018732     0.058977     0.058977     0.077948     0.11137      0.15012      0.23144        0.382      0.53693      0.66114      0.71867      0.82255      0.86235      0.92844      0.98359       0.99823  
    cl_mt_pol_a    -5.2198    4.0826    -0.78215     -12.747    47.752    0.14115    0.84867    0.010183    0.00046939       0        -12.511    -12.285    -12.066    -11.855    -10.283    -9.0947    -8.9357    -6.7174    -4.4188    -2.5572    -1.9286    -1.3447           0          0          0    0.44571    3.0028         2.1247             0.32687               16.668                      1              5.1045               0.281              -2.4096               -0.56608          0.010414      0.047895      0.13722      0.32748      0.34389     0.44827      0.53137      0.69075      0.84005      0.94847      0.98626       0.9999        1.003        1.003        1.003       1.0028        1.0004  
    cl_mt_coh      -5.5773    4.4493    -0.79776     -13.033    50.131          0    0.84869     0.15131    0.00043472       0        -13.009    -12.984    -12.959    -12.935    -11.004    -9.7417    -9.7171    -7.1676    -4.6182     -2.663    -1.9948    -1.3513    0.056662    0.10599    0.13065    0.52999    3.1287         6.7692             0.95558               5.1045                  0.281              19.797                   1               2.7016                0.58238         0.0093683      0.043704       0.1378      0.33122      0.36097     0.46209      0.53692      0.68649      0.84678      0.95413      0.99074       1.0037       1.0059        1.005        1.003        1.003        1.0006  
    cl_mt_pol_c      2.468    1.0426     0.42245     0.02442    7.2027          0          0           1        0.1386       0        0.02442    0.02442    0.02442    0.02442     2.0228      2.436     2.5022     2.6096     2.7534     2.9124     3.0314     3.0694      3.1116      3.231     3.5209     3.9534    4.6613        0.89904              0.5416              -2.4096               -0.56608              2.7016             0.58238                1.087                      1         0.0013714     0.0013714    0.0013714    0.0013714    0.0096335    0.071264      0.11828      0.21308      0.38295      0.54762      0.66587      0.73413       0.7906      0.85673      0.92807      0.98424       0.99955  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=98    1.4886     0.92811    0.035943        0.55054          0.11269               9.4496                0.11605        -18.979    0.015736

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.403709 seconds.
Elapsed time is 0.519548 seconds.
                     mean          sd       coefofvar      min        max       pYis0       pYls0        pYgr0       pYisMINY     pYisMAXY      p0_1           p1           p5           p10          p15          p20          p25         p35         p50        p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    ________    _________    ________    ______    _______    _________    _________    __________    ________    _________    __________    _________    _________    _________    _________    _________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         3.0193     0.29356    0.097229      -11.071    13.158          0    2.957e-08            1    5.2155e-12       0           2.1684        2.1708       2.5824       2.5842       2.6714       2.6714       2.9739      2.9756     3.0478     3.0478     3.0478     3.4033     3.4033     3.4033     3.4033     3.7348     3.7348        0.086178                  1             0.0091825              0.76687             0.0066497            0.45443               0.05377              0.96982           0.0060754     0.0086495    0.078955     0.10775      0.17125      0.17125      0.28106      0.32514      0.73334      0.73334      0.73334      0.98121      0.98121      0.98121      0.98121            1             1  
    cl_mt_pol_a    -0.025273    0.040789     -1.6139      -15.948    46.958    0.71739      0.28252    8.873e-05    7.0433e-13       0        -0.094189     -0.092186    -0.090267    -0.090267    -0.088425    -0.088425    -0.088425           0          0          0          0          0          0          0          0          0          0       0.0091825            0.76687             0.0016638                    1             0.0011016            0.54181             0.0048326              0.62731            0.026999       0.13889     0.48401     0.48401        1.002        1.002        1.002        1.002        1.002        1.002        1.002        1.002        1.002        1.002        1.002        1.002         1.002  
    cl_mt_coh        0.10625    0.049847     0.46916      -16.315    50.149          0     0.029488      0.97051    5.5987e-13       0        -0.037551    -0.0084135     0.020723     0.020723      0.04986      0.04986      0.04986    0.090274    0.11941    0.14855    0.14855    0.14855    0.14855    0.14855    0.14855    0.14855    0.14855       0.0066497            0.45443             0.0011016              0.54181             0.0024847                  1             0.0043451              0.46154          -0.0021704    -0.0040623    0.010616    0.010616     0.094455     0.094455     0.094455      0.15339      0.36815      0.99932      0.99932      0.99932      0.99932      0.99932      0.99932      0.99932       0.99932  
    cl_mt_pol_c       1.2774     0.18886     0.14785     0.015736    5.2447          0            0            1     2.908e-10       0          0.83371       0.83555       1.0231        1.025       1.1218       1.1218       1.1667      1.2589     1.2654     1.2654     1.2654     1.5494     1.5494     1.5494     1.5494     1.8971     1.8971         0.05377            0.96982             0.0048326              0.62731             0.0043451            0.46154               0.03567                    1             0.00552     0.0078617    0.073708     0.10071      0.16312      0.16312      0.26699      0.31104      0.71164      0.71164      0.71164      0.97744      0.97744      0.97744      0.97744            1             1  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=99    4.6667     0.88105    0.010059        0.93662          0.29078               7.8971                0.10991        -7.1239    0.015397

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.554384 seconds.
Elapsed time is 2.781884 seconds.
                    mean        sd      coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ___________    ______    __________    __________    _______    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -186.29     802.7     -4.3089     -1.2492e+06      2.27             0       0.65835    0.34165    1.8406e-12    0.026831    -4406.3    -4406.3    -438.81    -272.62     -219.4     -219.4     -45.24    -23.238    -2.5496    -0.31157     1.672    1.9725    2.1209    2.1209    2.2039      2.27      2.27       6.4433e+05                 1               2541.1               0.24921               2554.7             0.24805               230.21               0.18165             0.58008      0.58008     0.80791     0.82711      0.94796      0.94796      0.98052      0.99742       1.0018       1.0033       1.0028       1.0023        1.001        1.001       1.0005         1             1     
    cl_mt_pol_a     19.847    12.702     0.64002         -6.9501    49.502    4.1367e-07    2.3676e-08          1    1.6276e-13    0.028393    0.44925     5.6431     5.6431     5.6431     6.7973     9.1056     9.1056     9.1056     18.916      21.802    28.727    32.766    35.075    35.652    46.617    49.502    49.502           2541.1           0.24921               161.35                     1               162.84             0.99915               15.884               0.79199          3.2785e-05     0.038649    0.038649    0.038649     0.043081      0.14284      0.14284      0.14284      0.23777      0.39732      0.52625      0.60398      0.76868      0.77224        0.912         1             1     
    cl_mt_coh       20.171     12.83     0.63609         -7.0919    50.141             0    1.2209e-08          1    1.6488e-13    0.016189    0.59445     5.7862     5.8134     5.8405     7.0063     9.3107     9.3107     9.3379     19.247      22.134    29.129    33.182    35.541    36.097    47.226    50.141    50.141           2554.7           0.24805               162.84               0.99915               164.62                   1               15.908               0.78531          4.1861e-05    0.0057437    0.016977    0.039257     0.043744     0.091602     0.091602      0.14424      0.23939      0.39328      0.52144       0.5956      0.69491      0.76999      0.91232         1             1     
    cl_mt_pol_c     1.4795    1.5789      1.0672        0.015397    9.2278             0             0          1    4.6112e-11    0.026831    0.11678    0.11678    0.26521    0.30003    0.30003    0.73451    0.78063    0.81546    0.93156      1.5209     1.677    2.2257    2.8666    2.8666    2.9827    9.2278    9.2278           230.21           0.18165               15.884               0.79199               15.908             0.78531               2.4928                     1           0.0018583    0.0018583    0.012213    0.034712     0.034712      0.03806     0.067723      0.12959      0.25785      0.31766      0.42261      0.49919      0.69763      0.69763      0.78846         1             1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=100    3.1232      0.896     0.039808        0.98344          0.38622               8.2339                0.1407         -14.448    0.018131

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.690762 seconds.
Elapsed time is 5.498733 seconds.
                    mean        sd      coefofvar      min          max         pYis0        pYls0       pYgr0     pYisMINY     pYisMAXY      p0_1         p1          p5         p10        p15        p20        p25       p35       p50       p65       p75       p80         p85           p90           p95           p99          p99_9       fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1       fracByP5      fracByP10     fracByP15     fracByP20    fracByP25     fracByP35     fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    __________    ________    _________    _______    ________    __________    _______    ________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    __________    __________    __________    __________    __________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    ___________    __________    __________    _________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.95717    13.238       13.83        -2365        4.5288           0      0.19105    0.80895       0        1.9625e-06    -251.29     -19.651     -14.752    -7.4944    -7.4944     4.4996     4.4999    4.4999    4.5288    4.5288    4.5288    4.5288        4.5288        4.5288        4.5288        4.5288        4.5288          175.24                  1                 91.732             0.32543                 96.845           0.32802               1.16e+05             0.13854             -0.29027        -1.6126        -1.7003       -2.8213       -2.8213      -2.5926        -1.853        -1.853     -0.87911    0.096043     0.096043     0.096043      0.99999      0.99999      0.99999      0.99999       0.99999  
    cl_mt_pol_a     27.343    21.294     0.77876      -14.096        48.086    0.038282    0.0075676    0.95415       0           0.41176    -2.2886           0    0.019198    0.65165    0.65165    0.65165    0.65165    4.4464    33.539    48.086    48.086    48.086        48.086        48.086        48.086        48.086        48.086          91.732            0.32543                 453.41                   1                 471.01           0.99179             2.9093e+05             0.21602          -0.00016077    -0.00040009    -0.00036594     0.0034628     0.0034628    0.0034628     0.0034628      0.025887      0.17791           1            1            1            1            1            1            1             1  
    cl_mt_coh       28.962    22.303     0.77007      -14.416         50.18           0    0.0075681    0.99243       0           0.24065    -2.4305    0.088987      0.1801    0.78364    0.82067     0.8577     0.8577    4.8035    41.594    50.143    50.143     50.18         50.18         50.18         50.18         50.18         50.18          96.845            0.32802                 471.01             0.99179                 497.41                 1             3.5109e+05              0.2489          -0.00016016    -0.00037648    -6.9527e-05    0.00069252     0.0019849    0.0047654     0.0047654      0.027558      0.18277     0.58305      0.58305            1            1            1            1            1             1  
    cl_mt_pol_c      32477     63247      1.9474     0.018131    1.6253e+05           0            0          1       0                 0    0.13222     0.45423     0.50534    0.63123    0.63123      11.11     11.135    11.135    273.61    6646.7    6646.7    6646.7    1.6251e+05    1.6252e+05    1.6252e+05    1.6252e+05    1.6252e+05        1.16e+05            0.13854             2.9093e+05             0.21602             3.5109e+05            0.2489             4.0002e+09                   1           4.5011e-09     5.9964e-07     6.7795e-07    3.3844e-06    3.3844e-06    2.002e-05    7.3962e-05    7.3962e-05    0.0018069    0.043987     0.043987     0.043987      0.37998      0.99999      0.99999      0.99999       0.99999  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=101    4.8709     0.90525    0.049004        0.39359          0.17431               5.0741                0.10799        -7.2512    0.017764

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.789367 seconds.
Elapsed time is 1.316883 seconds.
                    mean        sd       coefofvar        min         max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15         p20         p25        p35        p50         p65         p75        p80        p85        p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    _______    _______    _______    __________    ___________    _______    _______    _______    _______    ________    ________    _______    _______    ________    ________    _______    _______    _______    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.41132     7.5057      18.248     -1.5417e+06    2.7124          0    0.24163    0.75837    1.6948e-72    1.8875e-221    -17.588    -7.2453    -3.0765     -1.161    -0.85735    -0.23972    0.23744    0.68729       1.067      1.3388      1.446     1.5446     1.5446     1.6123     1.6616     1.7844    1.9571         56.336                   1               2.2088               0.21581               2.3373             0.21057               0.27551              0.16263          -0.090205     -0.32154    -0.75464    -0.99663      -1.1108      -1.1533      -1.1643      -1.0671     -0.75525     -0.29914     0.036462      0.39592      0.39592      0.60558      0.80606      0.95722       0.99733  
    cl_mt_pol_a    -1.0382     1.3636     -1.3135         -7.0744    47.664    0.11455    0.66507    0.22038    6.1364e-74    1.8875e-221    -5.0574    -4.5201    -3.5125    -2.9081      -2.417     -2.3264    -1.8692    -1.3214    -0.75887    -0.21741          0    0.32728    0.32728    0.32728    0.32728    0.88418     1.998         2.2088             0.21581               1.8594                     1               1.9724             0.97812               0.21979               0.7141           0.006856     0.053831     0.21931     0.40316      0.52985      0.68575      0.73243      0.89867       1.0443       1.0999       1.0999       1.0444       1.0444       1.0444       1.0444       1.0152        1.0013  
    cl_mt_coh      -1.0209     1.4788     -1.4486         -7.2192    50.138          0    0.66504    0.33496    2.3091e-72    6.2326e-221     -5.387    -4.8028    -3.6609    -3.0502     -2.4926     -2.4394    -1.9084    -1.3242    -0.71341    -0.10265    0.13823    0.42843    0.45499    0.48154    0.48154     1.0657    2.2341         2.3373             0.21057               1.9724               0.97812               2.1869                   1               0.25903              0.77602          0.0075338     0.065036     0.23831     0.43907      0.57212      0.73306      0.78276      0.94945        1.099       1.1435       1.1309       1.1108       1.0858       1.0522       1.0522       1.0173        1.0014  
    cl_mt_pol_c      1.185    0.22571     0.19047        0.017764    4.5569          0          0          1    1.6948e-72    8.6042e-221    0.46328    0.64168    0.81105    0.88716     0.95578       1.001     1.0551     1.1149      1.2008      1.2683     1.2856     1.3196     1.3665     1.4461     1.6803     1.7076    1.7349        0.27551             0.16263              0.21979                0.7141              0.25903             0.77602              0.050946                    1           0.001017     0.005388     0.02979    0.067063      0.10699      0.15358       0.1953      0.29167       0.4324      0.68221      0.72073      0.74829      0.80465      0.87472      0.97825      0.99507       0.99888  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=102    1.8131     0.95061    0.043218        0.66096          0.18232               9.7722                0.10472        -19.895    0.024177

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.832156 seconds.
Elapsed time is 2.149138 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1         p1         p5         p10        p15         p20         p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15     fracByP20     fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _______    __________    _______    __________    __________    ________    ________    _______    _______    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      5.5966     1.7099     0.30553      -21.905    15.863          0    1.8872e-13          1    7.7214e-17    6.6184e-16     0.63817      1.9374     2.6903     3.1987      3.7005      3.7005     4.1618    4.9589    5.7773    6.5421    7.0969    7.0969    7.3929    7.6275    8.0096     8.768    9.6644         2.9238                   1               4.5652                0.9698               4.6383             0.94373               0.38585              0.72763             0.000213     0.0050269      0.023742      0.046026       0.11328       0.11328     0.15211      0.23297      0.38932      0.53754      0.75099      0.75099      0.79401      0.87233      0.92466      0.98532       0.99844  
    cl_mt_pol_a    3.4996      2.753     0.78665      -19.409    47.929    0.06134      0.039971    0.89869    6.2749e-18    3.7354e-15    -0.59906    -0.58805          0          0    0.072176    0.072176    0.75584    2.1232    3.4905    4.8578    6.2251    6.2251    6.2251    6.9088    7.5925    9.6435    12.378         4.5652              0.9698               7.5788                     1               7.8267              0.9891               0.60383              0.70727          -0.00067665    -0.0024352     -0.006654     -0.006654    -0.0044453    -0.0044453    0.009843     0.075372      0.19213      0.36416      0.75666      0.75666      0.75666      0.80459      0.88008      0.97886       0.99696  
    cl_mt_coh      3.7719     2.8743     0.76203      -19.863    50.134          0      0.039966    0.96003    5.1845e-18    2.4893e-15    -0.55489    -0.52938    0.10854    0.13405     0.20934     0.20934    0.92255    2.3235    3.7754    5.2018    6.5772    6.6282    6.6282    7.3159    8.0547    10.194    13.047         4.6383             0.94373               7.8267                0.9891               8.2617                   1               0.67919              0.76194          -0.00058456    -0.0020532    -0.0048762    -0.0034199     0.0021093     0.0021093    0.018074     0.060056      0.20284      0.37365      0.50917      0.76092      0.76092      0.77787       0.8823      0.97923       0.99698  
    cl_mt_pol_c    1.4305    0.31012     0.21679     0.024177    4.6231          0             0          1    3.1349e-15    6.6184e-16     0.53348     0.79463    0.85511     1.1214      1.1706      1.2342     1.2342    1.2933    1.3943    1.5001    1.5888    1.6601    1.7487    1.8669    2.0414    2.1596    2.2848        0.38585             0.72763              0.60383               0.70727              0.67919             0.76194              0.096176                    1           0.00069661     0.0071387      0.030476      0.068935       0.11023       0.20044     0.20044      0.28833      0.41793       0.6229      0.68454      0.74449      0.80515      0.85843      0.94223      0.98619       0.99877  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=103    1.2905     0.90488    0.051571        0.68072          0.28468               6.6567                0.13134        -14.97     0.014741

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.240024 seconds.
Elapsed time is 0.324593 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1         p1          p5         p10        p15        p20        p25        p35        p50        p65        p75         p80         p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    ________    __________    ________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.39178     2.9151     -7.4408      -7.1193     13.03           0    0.48362     0.51638     0.0016893       0         -7.1193     -6.6621     -5.9665    -4.8233    -3.9622    -3.2431    -2.5434    -1.3084    0.15529     1.2548      1.8641       2.243       2.38     3.2135     3.6677     5.033    6.2788          8.498                   1                8.9974               0.71409              13.435             0.96144               0.71091               0.55396           0.030698       0.32482       0.85041      1.5004       2.0638       2.5011       2.8945       3.3532       3.5636       3.3023       2.8932        2.624       2.3167       1.9889       1.3764       1.1098        1.0123  
    cl_mt_pol_a     -4.4653     4.3223    -0.96796      -14.605    46.917    0.089297    0.82052    0.090183    0.00048248       0         -14.235      -13.55     -13.232    -11.425    -9.7159    -8.7495    -7.5494     -5.614    -3.3487     -2.098    -0.92605    -0.34006          0          0    0.26459    2.7864     6.569         8.9974             0.71409                18.682                     1              14.656             0.70735              -0.12923             -0.067916          0.0081023      0.080512       0.16894     0.29461      0.44463      0.51209      0.61119      0.75637      0.90831      0.98844       1.0173       1.0219       1.0219       1.0219       1.0186       1.0082        1.0011  
    cl_mt_coh       -4.8254     4.7937    -0.99343      -14.938    50.168           0    0.82049     0.17951    0.00034547       0         -14.904      -14.87     -14.802    -12.218    -10.858     -9.532    -8.2061    -6.1832    -3.5654    -2.2055    -0.87956     -0.2166    0.13409    0.16812    0.44635    3.0982    7.0419         13.435             0.96144                14.656               0.70735               22.98                   1                 1.155               0.54732          0.0081723      0.031759       0.17068     0.29658      0.41208      0.51991      0.61934      0.76748      0.91871      0.99725       1.0237       1.0266       1.0255        1.024       1.0192       1.0083        1.0015  
    cl_mt_pol_c      1.5326    0.44023     0.28724     0.014741    6.7964           0          0           1      0.054373       0        0.014741    0.014741    0.014741      1.281     1.3439     1.3909     1.4327     1.4975     1.5898     1.6886      1.7437        1.79      1.823     1.8791      2.087     2.412    2.7268        0.71091             0.55396              -0.12923             -0.067916               1.155             0.54732                0.1938                     1         0.00052299    0.00052299    0.00052299    0.037161     0.078092      0.13414      0.16912      0.27852      0.41506       0.5826      0.68879      0.74226      0.81648      0.86168      0.94502      0.98355       0.99825  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=104    2.4541     0.93414    0.0089193       0.53042          0.14759               3.1289                0.11854        -19.937    0.0048192

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.342057 seconds.
Elapsed time is 1.009143 seconds.
                     mean        sd       coefofvar       min        max       pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1        p1          p5         p10         p15         p20         p25        p35        p50        p65        p75        p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    _______    _________    _______    __________    ________    _______    _______    ________    ________    ________    ________    ________    ______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        2.7016     2.1435     0.79344         -1606    8.0013          0    0.0034713    0.99653    1.1105e-08       0        -1.1962     1.1795      1.9076      2.3202      2.3202      2.3835       2.451    2.7455     2.7455     2.8221     3.0791     3.0957     3.1436     3.1436     3.1436    3.5815    3.8242          4.5948                  1               0.27112               0.2671               0.27793            0.25894              0.082464               0.1774          -0.0033139    -0.0017666    0.022942     0.14626      0.14626      0.15448      0.22464      0.44498      0.44498       0.69066     0.73404      0.79164      0.93764      0.93764      0.93764      0.99165       0.99895  
    cl_mt_pol_a    0.041218    0.47354      11.489       -17.426    48.185    0.40071      0.11044    0.48885    6.5611e-09       0        -3.1666    -1.7668     -0.5246     -0.4917           0           0           0         0          0    0.14122    0.14122    0.14122    0.14122    0.14122    0.82757    1.5139    2.2003         0.27112             0.2671               0.22424                    1               0.22447            0.94665              0.045359               0.4417            -0.11791      -0.69233     -1.6699     -2.3415      -2.3415      -2.3415      -2.3415      -2.3415      -2.3415      -0.95967    -0.95967     -0.95967     -0.95967     -0.95967      0.53833      0.83259       0.95024  
    cl_mt_coh       0.13945    0.50073      3.5907        -17.83    50.152          0      0.11049    0.88951     2.567e-08       0        -3.2579    -1.8131    -0.48805    -0.39825    0.061932    0.061932    0.091864    0.1218    0.15173    0.23435    0.26428    0.26428    0.29421    0.29421    0.92681    1.5893    2.3716         0.27793            0.25894               0.22447              0.94665               0.25073                  1              0.049514              0.45598           -0.038006      -0.21165    -0.49611    -0.66628     -0.63048     -0.63048     -0.55919      -0.4606     -0.36453     -0.051565     0.16374      0.16374      0.35124      0.35124       0.5936      0.87481       0.98463  
    cl_mt_pol_c      1.2732    0.21686     0.17032     0.0048192    4.1546          0            0          1    2.6785e-07       0        0.73895    0.87794     0.96724     0.96724     0.96724      1.1097      1.1985    1.2559     1.2559     1.2571     1.2633     1.4894     1.6319     1.6319     1.6319     1.661     1.976        0.082464             0.1774              0.045359               0.4417              0.049514            0.45598              0.047028                    1          0.00063483      0.006476     0.12386     0.12386      0.12386      0.17867      0.19885      0.44445      0.44445       0.65954     0.69958      0.78045      0.94123      0.94123      0.94123      0.99137       0.99985  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=105    3.4643     0.92975     0.05686        0.63401          0.24721               8.3143                0.10753        -18.434    0.025662

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.660677 seconds.
Elapsed time is 2.994826 seconds.
                    mean       sd      coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5        p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1       fracByP5      fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ________    ______    ________    ________    _______    __________    __________    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      4.5606    5.1098      1.1204      -3374.4     5.602           0     0.01301    0.98699    1.4293e-08    2.5596e-07    -5.6406    -0.29756     1.7806    3.0125    3.6466    4.0886    4.3759     4.754    5.0804    5.2606    5.3365    5.3696    5.4013    5.4235     5.448    5.4828    5.5174          26.11                   1               11.402               0.20829                12.03             0.20791              0.72005               0.20932           -0.0061016     -0.0087771      0.0022751     0.029736    0.065318      0.10966      0.15527      0.25495      0.41912      0.59076       0.7035      0.76453      0.83052      0.88453      0.94448      0.98797       0.99882  
    cl_mt_pol_a    18.727    10.713     0.57208      -17.985     47.31    0.020087    0.020691    0.95922     6.833e-10    1.5523e-06    -2.2258    -0.26102     0.3974    3.0404    5.0226    7.6655    9.6478    13.612    19.559    24.845    28.148     29.47    31.452    32.774    33.434    36.077     38.72         11.402             0.20829               114.77                     1                121.2             0.99907               6.9933               0.96966             -0.00018    -0.00072633    -0.00056678    0.0053915      0.0152     0.036047     0.057926      0.11914      0.25987      0.44237      0.58865      0.65499      0.76371      0.84363      0.93478      0.98662       0.99876  
    cl_mt_coh      19.912    11.324     0.56871      -18.402    50.138           0    0.020698     0.9793    8.4878e-10    9.1209e-07    -2.2884    -0.19349    0.55764    3.3245    5.4458    8.2126    10.334    14.524    20.809    26.395    29.887    31.283    33.352    34.748    35.473     38.24     40.98          12.03             0.20791                121.2               0.99907               128.23                   1               7.4025               0.97104          -0.00017872    -0.00068582    -0.00025818    0.0046437    0.016012     0.033484     0.059128      0.12057      0.26141      0.44372      0.58973      0.65592      0.74236      0.82008      0.93497      0.98078       0.99789  
    cl_mt_pol_c    2.3422    0.6732     0.28742     0.025662    5.8146           0           0          1    2.9616e-07    2.5596e-07    0.57879       0.879     1.2577    1.4456    1.5592    1.7086    1.8213    2.0476    2.3848    2.6854    2.8732    2.9493    3.0402    3.0987    3.2657    3.8731    4.0609        0.72005             0.20932               6.9933               0.96966               7.4025             0.97104               0.4532                     1           0.00024395      0.0029337       0.025413     0.054273    0.084896      0.12309      0.15703      0.23918      0.38327      0.54736      0.66852      0.72737      0.78983      0.85519       0.9243      0.98386       0.99844  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=106    4.4706     0.91462     0.03243        0.94411          0.48638               3.7521                0.13267        -14.391    0.020243

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.499899 seconds.
Elapsed time is 4.596077 seconds.
                    mean        sd      coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ___________    ______    __________    __________    _______    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -74.009    3470.7     -46.896     -2.8329e+05    3.3502             0       0.26528    0.73472     3.965e-06    0.034377    -3475.3    -3.2887    -2.4254    -2.4254    -2.4254    -2.4254    -2.4254    0.35407    0.35407    2.0699    3.0689    3.2249    3.2905    3.2905    3.2905    3.3502    3.3502       1.2046e+07                  1              2779.8               0.08428               2945.1             0.086477              150.85               0.012034              1.0016      1.0098       1.017       1.017        1.017        1.017        1.017       1.0155       1.0155       1.0147       1.0109       1.0088       1.0016       1.0016       1.0016         1             1     
    cl_mt_pol_a     31.184    9.5029     0.30474          -14.04    48.429    3.3883e-05    0.00051601    0.99945     3.781e-07     0.16567     2.6081     24.882     24.882     24.882     24.882     24.882     24.882     24.882     24.882    28.701    38.247    43.975    48.429    48.429    48.429    48.429    48.429           2779.8            0.08428              90.306                     1               93.151              0.99895              19.647                0.57241         -7.1211e-05     0.48133     0.48133     0.48133      0.48133      0.48133      0.48133      0.48133      0.48133      0.52262      0.62882      0.69631            1            1            1         1             1     
    cl_mt_coh       32.319    9.8126     0.30362         -14.359     50.17             0    0.00051901    0.99948    4.5496e-07    0.047418     2.7591     25.721     25.756     25.756      25.79      25.79      25.79     25.825     25.859    29.767    39.623    45.536    50.066    50.101    50.135     50.17     50.17           2945.1           0.086477              93.151               0.99895               96.286                    1              20.185                0.56951         -8.0229e-05    0.019437    0.081574    0.081574       0.1983       0.1983       0.1983      0.34449      0.48181      0.52118      0.62719      0.69453      0.78532      0.84797      0.92639         1             1     
    cl_mt_pol_c     2.2911    3.6119      1.5765        0.020243     20.64             0             0          1    2.9717e-05    0.034377    0.29194    0.80965    0.83185    0.83185    0.83185    0.83185    0.83185     1.0349     1.0349    1.9017    2.4001    2.7097    3.6557    3.6557    3.6557     20.64     20.64           150.85           0.012034              19.647               0.57241               20.185              0.56951              13.046                      1          8.5953e-05    0.012512    0.092562    0.092562     0.092562     0.092562     0.092562      0.24866      0.24866      0.28449       0.3809      0.43816       0.6857       0.6857       0.6857         1             1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=107    1.3917     0.9253     0.0043355       0.40176          0.29556               6.516                 0.10519        -13.499    0.0026217

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.388906 seconds.
Elapsed time is 0.862979 seconds.
                     mean        sd       coefofvar       min        max       pYis0      pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50        p65        p75         p80         p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    _______    _______    ________    __________    ________    _________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.78819     4.2467     -5.3879       -21.678    12.354          0    0.43051     0.56949    8.4286e-05       0          -21.462    -16.811    -9.4207    -6.4511    -4.3172     -3.231    -2.2545    -1.0625    0.46153     1.6385      2.1793      2.5416     2.5812     2.6598      3.248    3.9278    4.4735         18.034                   1               10.427               0.93465               11.594             0.95509               1.0578               0.76571            0.031204      0.25715     0.87375      1.4035        1.725       1.9651       2.1416       2.3396        2.353       2.1143       1.8691       1.7389       1.4977       1.4037       1.1822       1.0348       1.0058   
    cl_mt_pol_a     -2.7053     2.6269    -0.97102        -13.17    47.204    0.12151    0.80409    0.074394    1.9995e-05       0           -12.44    -10.649    -7.6631    -6.4689    -5.7653    -4.7656    -4.1573    -3.4202    -2.2476    -1.0949    -0.49781    -0.48878          0          0    0.10729    1.3976    2.6879         10.427             0.93465               6.9007                     1               7.2143             0.96072              0.67297                0.7875           0.0070916     0.044977     0.17747     0.30214      0.41644      0.51664      0.60254      0.75507      0.90019      0.97345       1.0018       1.0111       1.0111       1.0111       1.0089       1.0027       1.0005   
    cl_mt_coh       -2.8354     2.8586     -1.0082       -13.467    50.135          0    0.80408     0.19592    2.0029e-05       0           -13.39    -11.446    -8.2066    -6.9107    -6.2371    -4.9925    -4.3446    -3.6453    -2.3494    -1.0792    -0.43121    -0.40555    0.10898    0.13465    0.21674     1.487    2.8342         11.594             0.95509               7.2143               0.96072               8.1716                   1              0.75789               0.81498           0.0070871     0.047085     0.18221     0.30977      0.42679      0.52855      0.61587      0.77019      0.91485      0.98563       1.0113       1.0186       1.0166       1.0137       1.0117       1.0062       1.0005   
    cl_mt_pol_c      1.0649    0.32532     0.30549     0.0026217    6.0361          0          0           1     0.0024427       0        0.0026217    0.38656    0.54877    0.65838    0.75213    0.81485    0.87072    0.96481     1.0754     1.1573      1.2012       1.229     1.2751     1.3368      1.842    1.9498    1.9582         1.0578             0.76571              0.67297                0.7875              0.75789             0.81498              0.10583                     1          6.0139e-06    0.0025814    0.020927    0.051471     0.084789      0.12034      0.16021      0.26228      0.38927      0.54798      0.68135      0.71626      0.77779      0.83626      0.92345      0.98651       0.9981   

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=108    3.8828     0.91756    0.048569        0.45444          0.31588               8.0161                0.12371        -18.715    0.016326

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.511705 seconds.
Elapsed time is 1.263265 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10        p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    ________    _______    __________    __________    _______    _______    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.4561     12.381      5.0407       -49213    4.1228           0    0.031542    0.96846     3.097e-10    3.3895e-20    -5.4955     -1.181     0.40375     1.2141     1.6079    1.9186    2.1641    2.5216    2.7792    3.0349    3.1209    3.1863    3.2374    3.3024    3.4027    3.5927    3.7336         153.28                    1              3.0386               0.072707              3.1391             0.071559              0.26113              0.067486          -0.0073632     -0.017878     -0.018499     0.0067985     0.036139    0.076243      0.12233      0.20064       0.3649      0.54018      0.67658       0.7715       0.7949      0.86189      0.93267      0.98562       0.99851  
    cl_mt_pol_a    4.9247     3.3756     0.68545      -18.258    47.684    0.014085    0.055927    0.92999    1.5339e-11     3.452e-19    -1.7561     -1.055    -0.43097    0.20684    0.87553    1.5442    2.2129    3.5503    4.8877    6.8938    7.5625    8.2312    8.2312    8.8998    10.237    13.581    16.924         3.0386             0.072707              11.395                      1              11.818              0.98809              0.87782               0.83207         -0.00052249    -0.0029122    -0.0068963    -0.0045503    0.0047221    0.021023     0.044931      0.11839      0.23056      0.48453      0.59572      0.75267      0.75267      0.82071      0.89955      0.97729       0.99662  
    cl_mt_coh      5.3018     3.5432      0.6683      -18.683    50.158           0    0.055916    0.94408    1.9508e-11    1.9869e-19    -1.7915    -1.0271    -0.32594    0.37523     1.0764     1.746    2.4472    3.8495    5.2834    7.3238    8.0881    8.7261    8.7893    9.4904    10.861    14.335    17.904         3.1391             0.071559              11.818                0.98809              12.554                    1              0.94641               0.85466         -0.00050787    -0.0027086    -0.0056287    -0.0015036    0.0088988    0.016116     0.036516      0.10125      0.23777      0.40713      0.60064      0.62189        0.756      0.82327      0.88225      0.97065       0.99668  
    cl_mt_pol_c    1.5175    0.31253     0.20595     0.016326    5.7485           0           0          1    1.0713e-08    3.3895e-20    0.56544    0.64263      1.1269     1.1947     1.2596    1.3246    1.3571     1.422    1.5046    1.5844    1.6502    1.6995    1.7476    1.8125    2.2856     2.448    2.6753        0.26113             0.067486             0.87782                0.83207             0.94641              0.85466             0.097676                     1          0.00084696      0.004657      0.028513      0.075144      0.12264     0.17433      0.20763      0.30008      0.43878      0.62488      0.70005      0.75205      0.81357      0.86486      0.93651      0.98738       0.99863  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=109    3.3581     0.95811    0.059511        0.71745          0.44869               8.9247                0.13487        -17.555    0.0053561

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.607468 seconds.
Elapsed time is 2.688090 seconds.
                    mean       sd       coefofvar       min        max        pYis0        pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _________    ______    _________    __________    _______    __________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      9.5499      0.341    0.035707        -96212    9.7267            0    2.5422e-05    0.99997    3.1723e-25    0.012266    5.2183    8.2289    9.1721    9.3734    9.4663    9.5143    9.5498    9.5923    9.6331    9.6657    9.6725    9.6725    9.6904    9.7028    9.7028    9.7267    9.7267        0.11628                   1               1.8085               0.78573                1.894             0.77643              0.15305               0.45549          0.00045102    0.0074253    0.045121    0.093779        0.149       0.1973      0.24939      0.34488      0.49724      0.64763      0.81902      0.81902      0.84885      0.98261      0.98261         1             1     
    cl_mt_pol_a     41.86     6.7498     0.16125       -17.127    47.192    2.523e-07    1.2107e-22          1    8.4875e-27     0.26159    8.1542    16.612    27.673    32.878     35.48    38.083    39.384    41.987    44.589     45.89    47.192    47.192    47.192    47.192    47.192    47.192    47.192         1.8085             0.78573                45.56                     1               48.097             0.99611               4.1002               0.61645          0.00033479    0.0030791    0.026592    0.066941        0.105      0.16374      0.20419      0.31622      0.48784      0.62317            1            1            1            1            1         1             1     
    cl_mt_coh      44.503     7.1536     0.16074       -17.523    50.173            0    1.3529e-22          1    1.0904e-26     0.15985     8.777    17.774    29.492    34.972    37.764    40.416    41.901    44.623     47.38    48.794    50.102    50.137    50.173    50.173    50.173    50.173    50.173          1.894             0.77643               48.097               0.99611               51.174                   1               4.2644               0.60494          0.00018836    0.0031094    0.026698    0.062702       0.1052      0.14721      0.20442      0.29653      0.45744      0.62333      0.73908      0.81979            1            1            1         1             1     
    cl_mt_pol_c    3.7697    0.98541      0.2614     0.0053561    9.4779            0             0          1    7.4913e-24    0.012266    1.4124    2.0068    2.6514    2.9611    3.1296    3.2708    3.3483    3.5032    3.6581    3.7742    3.7742    3.7879    4.5797    5.3465    5.3465    9.4779    9.4779        0.15305             0.45549               4.1002               0.61645               4.2644             0.60494              0.97103                     1          0.00028109    0.0046292    0.030111    0.069915      0.10923      0.15141      0.19745      0.29787      0.44461      0.58015      0.71088      0.72842      0.78076      0.96199      0.96199         1             1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=110    2.3291     0.96904    0.027151        0.11395          0.23058               9.0736                0.1006         -14.661    0.0052452

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.820926 seconds.
Elapsed time is 3.147656 seconds.
                    mean       sd       coefofvar       min        max       pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1         p1         p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _________    ______    ________    __________    _______    __________    __________    _________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       11.76     2.1794     0.18532       -800.92    17.526           0    1.4218e-09          1    4.5476e-22    4.1292e-23       5.6701     6.1748    7.1911    8.3341    9.1787    9.8458    10.337    11.345    12.394    13.159    13.577    13.711     13.89    14.069    14.217    14.337     14.57         4.7499                   1               15.651               0.98902               16.062             0.98809               0.44899              0.79401           0.00051574      0.0060972     0.028549    0.061779      0.10493      0.13999      0.18186       0.2805      0.43439      0.60094      0.72199      0.76642       0.8242      0.88437      0.97007      0.99031       0.99898  
    cl_mt_pol_a    15.266     7.2608     0.47562       -14.303    48.678    0.010707     0.0039647    0.98533    1.0797e-23    2.4808e-21     -0.13416          0    1.7858    4.3553    6.2823    8.2094    9.4942    12.706     16.56    19.772    21.699    22.341    22.984    24.269    24.911    25.553    26.838         15.651             0.98902               52.719                     1               54.056             0.99815                1.4945              0.79331           -3.198e-05    -5.1072e-05    0.0029324    0.016145     0.034411     0.061147     0.084332      0.16459      0.31468      0.50144      0.64921       0.7056      0.76591      0.89936      0.98111      0.99092       0.99909  
    cl_mt_coh      15.796     7.4586      0.4722       -14.629    50.129           0     0.0039665    0.99603    4.6974e-23    1.5293e-21    -0.040546    0.12876    1.9631    4.5781    6.5575    8.5369    9.8807     13.18    17.139    20.438    22.393    23.077    23.737    25.008    25.692    26.352    27.671         16.062             0.98809               54.056               0.99815               55.631                   1                1.5935              0.82344          -2.2383e-05     5.4128e-05    0.0033066    0.014082     0.031012     0.056133     0.085605      0.16606      0.31616      0.50267      0.61772      0.70639      0.76656      0.83856       0.9309      0.98492       0.99834  
    cl_mt_pol_c    1.6934    0.25946     0.15322     0.0052452    3.8089           0             0          1    1.2279e-20    4.1292e-23       0.8643     1.1447    1.2667    1.3405    1.4063    1.4626    1.5149    1.6022    1.7068     1.794    1.8638    1.8975    1.9161    2.0196    2.1417    2.4323    2.4672        0.44899             0.79401               1.4945               0.79331               1.5935             0.82344              0.067319                    1           0.00053281      0.0075468     0.035248    0.077668      0.11622      0.16237      0.20568      0.30229      0.45385      0.60587       0.7199      0.75859      0.82286      0.87364       0.9404      0.99624       0.99959  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=111    1.4953     0.92165    0.059488        0.23705          0.40233               2.1463                0.10991        -7.5555    0.019417

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.380929 seconds.
Elapsed time is 1.015207 seconds.
                    mean        sd       coefofvar      min        max       pYis0      pYls0      pYgr0     pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20        p25         p35        p50        p65        p75        p80         p85         p90         p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    _______    _______    _________    __________    ________    _______    _______    _______    _______    _______    ________    _______    _______    _______    _______    ________    ________    ________    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.56399     2.1854       3.875       -9.966    13.406          0    0.32517    0.67483    0.0002204    4.9707e-30     -9.8536    -6.1858    -3.4725    -2.3782    -1.6238    -1.0196    -0.56793    0.10151    0.99948     1.6032     2.1586      2.3082      2.6312      3.0088     3.3782    4.4155    5.6262         4.7761                   1               4.3936               0.93824               4.5808             0.91925               0.54688              0.81375           -0.023173    -0.13658    -0.47833    -0.71817     -0.89089      -1.0023      -1.0716      -1.1132     -0.98167     -0.62331     -0.29589     -0.069829     0.12232      0.41228      0.69374      0.91254       0.98934  
    cl_mt_pol_a    -2.4949     2.1427    -0.85883      -7.3712    47.193    0.02677    0.86406    0.10917    0.0005213    8.7602e-29     -7.2217    -6.9401     -6.099    -5.4275    -4.8773    -4.4149     -3.9334    -3.2922    -2.6244    -1.5762     -1.006    -0.48546    -0.46653    0.074939    0.62926    2.8466    5.6182         4.3936             0.93824               4.5913                     1               4.7222             0.96652               0.50505              0.76648           0.0099929    0.032038     0.13542     0.24813      0.36018      0.44926      0.53973      0.69924      0.85978       0.9752       1.0214        1.0326      1.0421        1.043        1.036       1.0111        1.0018  
    cl_mt_coh      -2.5737     2.2802    -0.88595      -7.5235    50.141          0    0.86404    0.13596    0.0016099    9.7297e-30     -7.5235     -7.442    -6.3217    -5.7073      -5.12    -4.5598     -3.9997    -3.3852    -2.7436    -1.5962    -0.9817    -0.44873    -0.39439     0.13857    0.78021    3.0479    5.9844         4.5808             0.91925               4.7222               0.96652               5.1992                   1               0.51441              0.73362           0.0047062    0.033204     0.13725     0.25322      0.36522      0.45444      0.54895      0.71009      0.87071      0.98352       1.0298        1.0404      1.0482       1.0483       1.0393       1.0157        1.0027  
    cl_mt_pol_c     1.1266    0.30751     0.27295     0.019417    6.8094          0          0          1    0.0013239    4.9707e-30    0.019417    0.46514    0.69253    0.77911    0.84197    0.89169     0.92614     1.0032     1.0784     1.1337     1.3303      1.4368      1.5158      1.5675     1.6994     1.846    2.0109        0.54688             0.81375              0.50505               0.76648              0.51441             0.73362              0.094565                    1          2.2816e-05    0.003001    0.025433    0.058126     0.095352       0.1325      0.17324      0.26805      0.39675      0.54555      0.65279       0.71976     0.77949      0.85357      0.92184      0.98513       0.99822  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=112    1.3755     0.91033    0.012426        0.12889          0.20114               3.6499                0.13968        -17.913    0.010329

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.422734 seconds.
Elapsed time is 0.655455 seconds.
                    mean        sd       coefofvar      min        max       pYis0      pYls0       pYgr0       pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25         p35        p50          p65         p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    _______    _________    __________    ________    ________    ________    _______    _______    _______    _______    ________    _______    ________    _________    ________    ______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       0.2382     3.1041      13.032      -10.018    11.231          0    0.28422      0.71578    0.00027281       0         -9.9847     -9.9507    -7.2243    -4.8044    -2.9406    -1.6748    -0.53889     0.6814      1.6419       2.1459      2.3175    2.4303     2.4303      2.635     2.7292     2.7292     3.0814         9.6356                   1                9.9336               0.86364              12.604             0.99632               0.25943               0.32087           -0.18014      -0.54951     -1.8461     -3.0922      -3.9008      -4.3843      -4.6152      -4.5521       -3.796      -2.5782      -1.4365     -0.34671     -0.34671     -0.12663      0.89705      0.89705       0.99351  
    cl_mt_pol_a    -2.6271     3.7054     -1.4104      -16.033    46.038    0.19912    0.79283    0.0080451    0.00068648       0         -15.596     -14.792    -11.445    -8.5195    -6.4149    -4.9025     -3.7129    -2.0306    -0.77795     -0.15575      -0.144         0          0          0          0          0    0.50748         9.9336             0.86364                 13.73                     1               12.99             0.86023             -0.028457             -0.029486           0.013873      0.064179     0.26024     0.45242      0.59698      0.70186      0.77741      0.87887      0.96898      0.99387       1.0016       1.0016       1.0016       1.0016       1.0016       1.0016        1.0001  
    cl_mt_coh       -2.761     4.0755     -1.4761      -16.402    50.179          0     0.7415       0.2585    0.00062648       0         -16.365     -16.291    -12.297    -9.4758    -6.8377    -5.4085     -4.0527    -2.0924    -0.73661    -0.058716    0.014678     0.032    0.10539    0.14209    0.17879    0.17879    0.69257         12.604             0.99632                 12.99               0.86023               16.61                   1                0.3341               0.31474           0.017275       0.07191     0.27085     0.47331      0.61513      0.72521      0.80216      0.90435      0.98978       1.0111       1.0113       1.0112       1.0086       1.0055        1.002        1.002        1.0002  
    cl_mt_pol_c     1.2612    0.26046     0.20651     0.010329      6.65          0          0            1      0.016103       0        0.010329    0.010329    0.96452     1.0029     1.0628     1.0772      1.1335     1.1851      1.2451       1.3382      1.4365    1.4915     1.5219     1.5353     1.6933     1.7629     2.0326        0.25943             0.32087             -0.028457             -0.029486              0.3341             0.31474              0.067841                     1         0.00013187    0.00013187    0.025007    0.065935      0.10837      0.14761      0.19838      0.29075      0.43225      0.57951      0.69003      0.75279       0.8122      0.87936      0.97877      0.98922       0.99946  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=113    4.4982     0.92371    0.0071423       0.44782          0.23363               4.286                 0.10606        -10.845    0.025408

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.487336 seconds.
Elapsed time is 0.792075 seconds.
                     mean        sd       coefofvar        min         max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20         p25        p35         p50        p65        p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ___________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    _______    ________    _______    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       0.53815     23.999      44.596     -1.0861e+05    3.6017           0    0.20569    0.79431    1.9636e-09       0        -32.532    -13.833    -3.5451    -1.5932    -0.6199    -0.24214    0.39191     0.94434     1.5323     1.8092     1.9186    1.9805    1.9805    2.0919    2.1535    2.3634    2.5715         575.97                    1               3.918               0.097093              4.0744             0.095718              0.44891              0.075249           -0.18671     -0.46473    -0.93133     -1.1539      -1.2559      -1.2853      -1.2665      -1.1238     -0.72724     -0.29927     0.037085      0.44981      0.44981       0.6254      0.85695      0.97221       0.99597  
    cl_mt_pol_a      -0.194     1.6814     -8.6673          -10.58    49.029    0.057817    0.46003    0.48215    6.4953e-10       0        -5.3141    -4.4352    -3.1855    -2.5542    -1.9824     -1.9461    -1.4106    -0.83883          0    0.94505    0.94505    1.5615    1.5615    1.5615     2.178    2.7944    4.6438          3.918             0.097093              2.8271                      1              2.9164              0.97793              0.29409               0.70363           0.034915      0.27731       1.036      1.7875       2.6355        2.895        3.335       3.7875       4.0185        3.243        3.243       1.6726       1.6726       1.6726       1.2741       1.1263        1.0193  
    cl_mt_coh      -0.14838     1.7737     -11.954         -10.813    50.136           0    0.45999    0.54001     1.806e-09       0        -5.7419     -4.578    -3.3104    -2.6636    -2.0686     -2.0168    -1.4218    -0.80098    0.13576     1.0357     1.0876    1.6565    1.6825    1.7084    2.2515    2.9242    4.7868         4.0744             0.095718              2.9164                0.97793              3.1459                    1              0.32311               0.73285           0.048633      0.38729      1.4413      2.4902       3.2021       3.9525       4.5157        5.108       5.3185       4.6912       4.1298       3.3781       2.6811       1.9227       1.8545       1.2396        1.0324  
    cl_mt_pol_c        1.22    0.24858     0.20376        0.025408    3.6589           0          0          1    1.8152e-08       0         0.3253    0.58245    0.78282    0.98043     1.0568      1.0915     1.1081      1.1677     1.2095     1.2341     1.2385    1.2802    1.4526    1.4614    1.8275    1.8363    1.8726        0.44891             0.075249             0.29409                0.70363             0.32311              0.73285             0.061791                     1         0.00027065    0.0041548    0.026727    0.064851      0.10838      0.15092      0.19493      0.29318      0.43631      0.60108      0.70839      0.74269      0.81574      0.85817      0.96426      0.98578       0.99914  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=114    1.6049     0.95231    0.010363        0.17961          0.19152               8.0134                0.13414        -7.729     0.0071865

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.376034 seconds.
Elapsed time is 0.402010 seconds.
                    mean        sd       coefofvar       min        max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1         p1           p5           p10          p15         p20        p25       p35       p50        p65        p75        p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    _______    __________    _______    __________    ________    _______    ________    __________    _________    _________    _______    _______    ______    ______    _______    _______    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       4.4071    0.35961    0.081598       -27.107    15.016          0    1.4172e-06          1    2.4808e-13       0         2.5698      3.2965        3.8911       3.9669       3.9684     4.2358     4.2878    4.2878    4.3585     4.6091     4.6091     4.6091     4.7254     4.8873     4.8873    5.1913    5.4749         0.12932                  1               0.11925              0.91488               0.10601            0.78326              0.052859               0.7248          0.00055268    0.0077622     0.055247      0.11232      0.13409      0.22065       0.4198      0.4198      0.49504      0.83101      0.83101      0.83101      0.83782      0.95117      0.95117      0.98994       0.99899  
    cl_mt_pol_a    0.21683    0.36245      1.6715       -7.5405    48.321    0.37273       0.17408    0.45319    9.6314e-16       0        -1.1286     -0.6115     -0.067557    -0.064226    -0.062681          0          0         0         0    0.51267    0.51267    0.51267    0.51267    0.51267    0.51267    1.0957    1.6787         0.11925            0.91488               0.13137                    1               0.10898             0.7989              0.032011               0.4355           -0.012524    -0.041874     -0.14069     -0.15569     -0.17688     -0.17688     -0.17688    -0.17688     -0.17688      0.80495      0.80495      0.80495      0.80495      0.80495      0.80495      0.99055       0.99932  
    cl_mt_coh      0.36584    0.37636      1.0288        -7.697    50.172          0      0.050484    0.94952    4.4729e-14       0        -1.1125    -0.55831    -0.0041646     0.065684      0.10061    0.10185    0.13677    0.1717    0.1717    0.65476    0.68968    0.68968    0.68968    0.68968    0.68968    1.2788    1.8329         0.10601            0.78326               0.10898               0.7989               0.14165                  1              0.041925               0.5493          -0.0073605    -0.023891    -0.073288    -0.065457    -0.043466    -0.032312    0.0076974     0.10832      0.10832      0.41724      0.86753      0.86753      0.86753      0.86753      0.86753      0.99384       0.99624  
    cl_mt_pol_c     1.2781     0.2028     0.15867     0.0071865    4.3625          0             0          1    2.3322e-12       0         0.8139     0.87077       0.99718      0.99873       1.1632     1.1632     1.1803    1.2514    1.2514     1.2568     1.2628     1.4525     1.5289     1.6812     1.6812    1.6872    1.7316        0.052859             0.7248              0.032011               0.4355              0.041925             0.5493              0.041127                    1          0.00069847    0.0071224     0.072095     0.090981      0.17776      0.17776       0.2531     0.46852      0.46852      0.69153      0.71105      0.80282      0.81042      0.98064      0.98064      0.99332       0.99912  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=115    1.1384     0.93559    0.013247        0.33644         0.074709               4.8221                0.09999        -12.549    0.018979

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.447055 seconds.
Elapsed time is 3.130708 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5         p10         p15        p20        p25        p35        p50        p65        p75        p80         p85         p90         p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    ________    _________    ________    ________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    ________    ________    ________    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        2.476     1.7828     0.72005     -0.82313     16.41           0    0.12002     0.87998     0.001158       0        -0.82313     -0.7914    -0.75789    -0.03543    0.13544    0.72866    0.97788     1.7102     2.6989     3.6658     4.0681      4.3161       4.456      4.6617     4.8265     4.9504     5.0688         3.1785                   1               3.6224                0.55082              7.0921             0.99857               0.4224                0.39797         -0.00038496    -0.0063862     -0.020236    -0.027163    -0.026146    -0.017063    -0.0007033    0.056248      0.18976       0.3832      0.54272       0.6378       0.7131       0.8054      0.90545      0.98716       0.99865  
    cl_mt_pol_a    -4.7968     3.6887      -0.769      -12.243    45.567    0.083751    0.91625           0    0.0022014       0         -12.243     -11.811     -11.606     -10.009    -9.6674    -8.5069    -7.9267    -6.2932    -4.4453    -2.1993    -1.5441    -0.98056    -0.96385    -0.38362          0          0          0         3.6224             0.55082               13.606                      1              7.9465             0.54077              -1.1119               -0.50633           0.0056187      0.061984       0.12552      0.26165      0.37206      0.44018       0.52946     0.67099        0.834      0.93461      0.97777      0.98846      0.99483            1            1            1             1  
    cl_mt_coh      -5.0792     3.9837    -0.78433      -12.517    50.128           0    0.91625    0.083753     0.001448       0         -12.517     -12.469     -12.445     -10.578    -10.506    -9.2295    -8.5913    -6.7005    -4.7618    -2.2567    -1.5705    -0.95624    -0.93224    -0.29399    0.10399    0.12799    0.12799         7.0921             0.99857               7.9465                0.54077               15.87                   1              0.96355                0.40627           0.0035684       0.06207       0.12837      0.24257      0.37516       0.4451       0.53508     0.67721      0.84079      0.94019      0.98202      0.99184      0.99772       1.0017       1.0008            1             1  
    cl_mt_pol_c     1.8399    0.59534     0.32357     0.018979    6.0681           0          0           1     0.083751       0        0.018979    0.018979    0.018979      1.6588     1.6907     1.7384     1.7699     1.8337     1.9641     2.0891     2.1652      2.2103       2.233       2.275     2.3909     2.6129     2.8838         0.4224             0.39797              -1.1119               -0.50633             0.96355             0.40627              0.35444                      1          0.00086389    0.00086389    0.00086389     0.028427     0.061148      0.10768       0.15447     0.25662       0.4084      0.57428      0.69073      0.74791         0.81      0.87012      0.93974       0.9871       0.99926  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=116    1.0477     0.88755     0.01552        0.11641          0.33294               5.5805                0.10864        -8.6606    0.002606

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.320578 seconds.
Elapsed time is 0.745192 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5         p10        p15        p20        p25        p35        p50         p65        p75        p80        p85         p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    _________    _________    ________    ________    ________    ________    _______    _______    _______    _______    _______    ________    _______    _______    _______    ________    ________    ______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.78356      2.277      -2.906      -4.7559     12.69           0    0.59083      0.40917    0.0019948       0         -4.7559     -4.7177     -4.6776    -3.8914    -3.6125    -3.1619    -2.6929    -1.9129    -0.59748    0.44957     1.2053     1.5701       1.935      2.2819     2.439     2.9174     3.5051         5.1848                   1               4.0798               0.68873               6.3022             0.97762              0.85847               0.85746            0.012108        0.1543       0.31175     0.65518      0.84205        1.069       1.2369       1.5253       1.7596       1.7684       1.6528       1.5597       1.4415       1.3035         1.15       1.0185        1.0045  
    cl_mt_pol_a     -4.1767     2.6015    -0.62287      -8.4494     44.52    0.070947    0.92461    0.0044434    0.0010825       0         -8.4494     -8.1181     -7.9621    -7.8119     -7.272    -6.8615    -6.4349    -5.6522     -4.1905    -2.9526    -1.9088    -1.3585    -0.82402    -0.25788         0          0    0.90265         4.0798             0.68873               6.7679                     1               5.3808             0.73058              0.33349               0.29155           0.0021899      0.047656        0.1362     0.20955       0.3222      0.38745      0.45887      0.61878      0.77744      0.91255      0.95916      0.97974      0.99137      0.99956       1.0007       1.0007        1.0001  
    cl_mt_coh       -4.4334     2.8311    -0.63858      -8.6286    50.139           0    0.92462     0.075384    0.0011935       0         -8.6286     -8.5751     -8.5483    -8.5215    -7.9229    -7.3511    -6.7793    -6.1272      -4.385    -3.1343    -1.9639    -1.3654    -0.76678     -0.1682    0.1123    0.13906      1.029         6.3022             0.97762               5.3808               0.73058               8.0152                   1              0.99929               0.80277           0.0023229      0.051191       0.11785     0.21055      0.32467      0.38878      0.46288      0.62517      0.78404      0.91887      0.96442      0.98417      0.99697       1.0021       1.0017       1.0007        1.0003  
    cl_mt_pol_c      1.3083    0.43969     0.33608     0.002606    9.0347           0          0            1     0.051986       0        0.002606    0.002606    0.002606    0.81727    0.96892     1.0646     1.1311     1.2423      1.3872      1.516     1.5925     1.6512      1.7035      1.7538    1.8624     2.0214     2.0903        0.85847             0.85746              0.33349               0.29155              0.99929             0.80277              0.19333                     1          0.00010355    0.00010355    0.00010355    0.023318     0.056741     0.096587      0.14081      0.23258      0.38503       0.5474      0.66667      0.73484      0.79734      0.85667      0.92562      0.99189       0.99823  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=117    4.2986     0.89817    0.027361        0.55331          0.46758               2.3481                0.1041         -18.423    0.025372

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.570647 seconds.
Elapsed time is 0.898504 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15        p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -31.118     783.97     -25.194       -55602    2.9213           0    0.23999    0.76001    2.6224e-06     2.464e-09    -8106.4    -169.08    -17.269     -4.4648    -1.6764    -0.2251    0.30115    0.6943    1.2787    1.5051    1.8317    1.9295    2.0226    2.2184    2.4099    2.6421    2.7649       6.1461e+05                  1              497.21                0.1481               561.39             0.16182               31.923               0.092571            0.65848      0.94611       1.0159       1.0305       1.0353       1.0365       1.0364      1.0349       1.0294       1.0224       1.0163       1.0133       1.0111       1.0078       1.0039       1.0008        1.0001  
    cl_mt_pol_a     4.0872     4.2824      1.0478      -17.974    48.668    0.037887    0.11394    0.84817    4.8013e-06    1.0284e-08    -12.059     -6.044    -2.8245    -0.87685          0     1.0964      1.776    3.1352    3.8148     5.174    5.8536    6.5332    7.2128    9.2516     11.97    17.407    23.523           497.21             0.1481              18.339                     1               18.649             0.98406               1.5885                0.84328         -0.0035995    -0.021618    -0.059964    -0.078984    -0.079798    -0.064082    -0.043368     0.04396      0.13498      0.41397      0.49226      0.55238       0.6013      0.72278      0.83543      0.95149       0.99428  
    cl_mt_coh       4.2713     4.4252       1.036      -18.391    50.133           0    0.11387    0.88613    4.5662e-06    1.3683e-09    -12.755    -6.4711    -2.9548    -0.83488    0.13325     1.1838     1.9073    3.2783    4.0525    5.3982    6.0711    6.7693    7.5181    9.5621     12.33    17.991    24.249           561.39            0.16182              18.649               0.98406               19.583                   1               1.5993                0.82159         -0.0036061    -0.020787    -0.059961    -0.078461    -0.078293    -0.069839    -0.047784    0.014701      0.13973      0.35682      0.44586      0.51756      0.59862      0.70125      0.81616      0.95091       0.99381  
    cl_mt_pol_c     1.3814    0.43987     0.31843     0.025372    6.9843           0          0          1    4.9289e-05     2.464e-09    0.17122    0.48043      0.811     0.96016     1.0493     1.0793     1.1165    1.1537    1.1909    1.3104    1.8891    1.9077    1.9346     1.982     2.075    2.2981    3.0233           31.923           0.092571              1.5885               0.84328               1.5993             0.82159              0.19349                      1         0.00010242    0.0022387     0.022812     0.055214     0.093903      0.13251       0.1919     0.27988      0.41458      0.51824      0.66065      0.72782      0.79016      0.85274      0.91987      0.98155       0.99792  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=118    2.1021     0.87412    0.042861        0.52135          0.4195                8.6198                0.1417         -6.1709    0.0063277

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.536685 seconds.
Elapsed time is 0.596368 seconds.
                    mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20        p25         p35         p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    _______    _______    __________    __________    ________    _______    _______    _______    _______    _______    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -1.1295      10.42     -9.2257       -240.19    5.8918           0    0.30556    0.69444    6.3045e-05    2.2524e-70     -140.25    -33.111     -8.613    -4.6033    -2.8006    -1.5355    -0.60973    0.090497    0.99531    1.2866    1.8146    2.0348    2.1716    2.5265      2.85    3.4715    4.0445         108.58                   1                9.835               0.43766               11.076             0.45937               2.0561               0.42438             0.23618       0.7199      1.2858      1.5759       1.7399       1.8396       1.8916       1.9042       1.7816       1.6478       1.5163       1.4368       1.3613       1.2334       1.1381         1.03        1.0032  
    cl_mt_pol_a    0.50163     2.1565       4.299       -6.0204    47.945    0.065887     0.3611    0.57301     1.883e-06    2.2524e-70      -5.405    -4.0011    -2.8948    -1.9926    -1.8907    -1.3887    -0.88667    -0.38464    0.67813    1.2277    1.2277    1.7774     2.327    2.8766    4.5254    6.1743    10.571          9.835             0.43766               4.6505                     1               4.8078             0.96356              0.90555               0.90313            -0.02054    -0.099951    -0.40127    -0.61692     -0.81927     -0.97808      -1.1035      -1.1636     -0.97576     -0.55044     -0.55044     -0.30581     -0.11671     0.044128      0.47648      0.83736        0.9832  
    cl_mt_coh      0.63565     2.3137        3.64       -6.1389    50.181           0    0.36106    0.63894    4.9002e-06    6.4099e-70     -5.9895    -4.3073    -3.1236     -2.052    -1.9773    -1.4041    -0.83094    -0.25777    0.85123    1.4244    1.4617    2.0349    2.6081    3.1813    4.9008    6.6203    11.131         11.076             0.45937               4.8078               0.96356               5.3534                   1              0.91526               0.85078            -0.01777      -0.0941    -0.34268    -0.51717     -0.68843     -0.81499     -0.90858     -0.94242     -0.84165     -0.57554     -0.33586     -0.11705     0.048907      0.18838      0.55825      0.86361        0.9807  
    cl_mt_pol_c     1.2568    0.46496     0.36995     0.0063277    6.8643           0          0          1    0.00064168    2.2524e-70    0.076221    0.22897    0.61829    0.76146    0.88218    0.92117     0.97488      1.0667     1.1296    1.1833    1.7499      1.78    1.8036    1.8441    1.8978    2.5652    2.8755         2.0561             0.42438              0.90555               0.90313              0.91526             0.85078              0.21618                     1          5.2206e-05    0.0012642    0.016149    0.043078     0.081395      0.11129      0.15664       0.2337      0.39465       0.5128      0.64088      0.70677      0.78182       0.8444      0.91091      0.97967       0.99782  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=119    3.5242     0.95412    0.0067089       0.68617          0.22415               9.3901                0.11866        -8.4739    0.017135

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 1.078184 seconds.
Elapsed time is 0.987865 seconds.
                    mean       sd       coefofvar      min        max       pYis0      pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10         p15        p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _______    ________    _______    __________    __________    _______    _______    ________    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.6599     10.514      3.9528       -11376    7.4681          0    0.044419    0.95558    3.1472e-08    2.8894e-24    -19.523    -3.5516    0.061693     0.32925     1.4231     1.8415     1.8944     2.509    3.1627    3.6207    3.7712    3.9889    4.1848    4.3266    4.5901    5.0707    5.5643         110.55                   1               3.9504               0.15199               3.8796             0.14761               0.41197              0.14282           -0.024378     -0.055084    -0.072712    -0.069695    -0.050727     0.013098     0.024033     0.10344      0.27324      0.48064      0.60957      0.69055      0.74495      0.82867      0.91247      0.98015         0.998  
    cl_mt_pol_a    2.6601      2.472     0.92932      -8.2672    49.667    0.11163     0.12223    0.76614    3.8826e-10    6.9709e-24    -2.3914    -1.7079    -0.64111    -0.10772          0          0    0.47299    1.0657    2.2511    4.0292    4.6219    4.6219    5.2146    5.8073    6.9927    8.7707    12.327         3.9504             0.15199                6.111                     1               6.0912             0.98574               0.49232               0.7259           -0.001191    -0.0080076     -0.02333    -0.025938    -0.025938    -0.025938    -0.013651    0.013268      0.11159      0.38242      0.58395      0.58395      0.67396      0.75161      0.91341      0.96358       0.99478  
    cl_mt_coh      2.8081     2.4997     0.89017      -8.4419    50.152          0    0.065225    0.93478    7.7387e-10     4.575e-24    -2.4452    -1.7586    -0.56529    0.031378    0.12191    0.15188    0.59808    1.2247    2.4181    4.1781    4.7748    4.8048    5.4014    5.9981    7.1615    8.9815    12.562         3.8796             0.14761               6.0912               0.98574               6.2484                   1               0.50801              0.74076          -0.0012194    -0.0078773    -0.021603    -0.021232    -0.019577     -0.01579    -0.010399     0.02824      0.12852      0.32987      0.47035      0.59486      0.68294      0.75872      0.85958      0.96481       0.99497  
    cl_mt_pol_c    1.2911    0.27435     0.21249     0.017135    3.3608          0           0          1    1.8209e-07    2.8894e-24    0.42742    0.61729     0.74618      1.0619     1.1681     1.2012     1.2044    1.2164    1.2323    1.3374    1.3573    1.3724    1.3843    1.8329    1.8533     1.958    1.9858        0.41197             0.14282              0.49232                0.7259              0.50801             0.74076              0.075269                    1          0.00032113     0.0044748     0.031138      0.06287      0.10298      0.17183      0.20552     0.30318      0.47522       0.5855      0.68727       0.7538      0.79542      0.87701      0.92566      0.98633       0.99888  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=120     4.935     0.88277    0.032634        0.4299           0.22865               6.956                 0.11297        -11.598    0.0055905

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.496596 seconds.
Elapsed time is 0.910676 seconds.
                     mean        sd       coefofvar        min         max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20          p25         p35         p50         p65        p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ___________    ______    _______    _______    _______    __________    ___________    _______    _______    _______    _______    _______    ________    _________    ________    ________    _______    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.27221     5102.7      -18746     -1.8574e+08    2.1535          0    0.31012    0.68988    2.7799e-11    7.7669e-135    -17.447    -7.1198    -2.6714    -1.9355    -1.0471    -0.75307    -0.057922     0.30013     0.82508     1.0996     1.2304     1.2381     1.2381     1.3738    1.3738    1.5391    1.6779       2.6038e+07                   1              5.078              0.00074943             6.0702            0.0008327              0.71871             0.00053948           1.7154        1.9936      2.7279      3.1218       3.3319       3.4781       3.5369       3.5022       3.1532       2.4168       2.1921        1.742        1.742       1.2681       1.2681       1.0586         1.006  
    cl_mt_pol_a     -0.4274     1.3279     -3.1069         -11.315     48.42    0.10359    0.53873    0.35768    2.1049e-12    7.7669e-135    -3.7937    -3.1411     -2.565    -2.5143    -1.9888     -1.9495      -1.4127    -0.83657    -0.25529    0.33354    0.33354    0.94223    0.94223    0.94223    1.5509    2.1596    3.9857            5.078          0.00074943             1.7633                       1             1.8409              0.97041              0.24932                0.71915         0.013829       0.08996     0.37792     0.69874      0.89302       1.1199       1.3369       1.6239       1.7954       1.7097       1.7097        1.306        1.306        1.306       1.2101       1.0485        1.0071  
    cl_mt_coh      -0.36615     1.4286     -3.9016         -11.566    50.145          0     0.5387     0.4613    6.4241e-12    2.8367e-134    -3.9671    -3.3104    -2.6819    -2.6537    -2.0533     -2.0252      -1.4248    -0.79623    -0.13953    0.43273    0.48903     1.0894     1.1176     1.1176    1.7461    2.3747    4.2322           6.0702           0.0008327             1.8409                 0.97041             2.0409                    1              0.27748                0.74394         0.017049       0.11063     0.50395     0.85797       1.1021       1.3666       1.5944       1.9518       2.1164       2.0589       1.9401       1.6844       1.3909       1.3909       1.2663       1.0606         1.012  
    cl_mt_pol_c      1.2162    0.26108     0.21466       0.0055905    4.6369          0          0          1    3.2719e-10    1.4213e-134    0.49388    0.55768    0.71319    0.94663     1.0104      1.0742       1.0906       1.142       1.207       1.25     1.2614     1.3417     1.4658     1.5152    1.8301    1.8698    1.9496          0.71871          0.00053948            0.24932                 0.71915            0.27748              0.74394             0.068163                      1        0.0012791     0.0086337    0.026053    0.062308      0.10745      0.17381      0.19072      0.29222      0.43857      0.58423      0.68701      0.74205      0.81044      0.87846      0.96633      0.99157       0.99896  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=121    3.4913     0.91807    0.043851       0.029806          0.32241               5.3813                0.12468        -7.8891    0.014847

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.634116 seconds.
Elapsed time is 1.642484 seconds.
                     mean         sd       coefofvar      min        max        pYis0        pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35          p50         p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    ________    ______    __________    _______    _______    __________    __________    _______    _______    _______    _______    _______    _______    _______    ________    _________    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         0.7951     20.084       25.26       -14406    4.7093             0    0.18913    0.81087    1.1421e-07    4.9901e-64     -37.31    -11.683    -3.6186    -1.8016    -0.6281     0.2034    0.36506      1.3775       1.8469     2.2456    2.4092    2.4698    2.5493    2.6059    2.7288    2.9468    3.2163         403.38                   1               4.8964               0.12717               5.3241             0.12839              0.59171               0.12504            -0.21002     -0.39189    -0.69972    -0.86193     -0.93353     -0.95299     -0.93662      -0.8078     -0.50168     -0.072846     0.23807       0.3826      0.59155      0.69183      0.86326      0.96635       0.99707  
    cl_mt_pol_a     -0.13909      1.917     -13.782      -7.6967      47.9    1.3147e-06    0.50964    0.49036    2.7089e-08     3.339e-62    -5.1415    -4.3884    -3.4136    -2.8765    -2.3394     -1.844    -1.7623    -0.74488     -0.18665    0.93068    1.4966    1.4966    2.0625    2.0625    2.6283    3.7601    5.4578         4.8964             0.12717               3.6748                     1               3.8602             0.97528              0.37877               0.83862            0.042191      0.37883      1.5101      2.5663       3.6559       4.3434       5.0104       5.8198       6.2657        5.3197      4.1745       4.1745       2.4483       2.4483       1.7318       1.1895        1.0214  
    cl_mt_coh      -0.064967     2.0647     -31.781      -7.8571     50.16             0     0.5096     0.4904    1.1508e-07    1.4273e-62    -5.4305     -4.776    -3.6265    -3.0357     -2.445    -1.8862    -1.8224    -0.70483    -0.050326     1.0992    1.6899    1.7218    2.2806    2.3125    2.8713    4.0527    5.7929         5.3241             0.12839               3.8602               0.97528                4.263                   1              0.40772               0.83814             0.12465       0.8758      3.4995      5.7844       8.2685        9.816       11.297       13.015       13.753        11.997      9.6664       8.4609       6.1399       4.3691       3.4157       1.6277        1.0886  
    cl_mt_pol_c       1.2238    0.23561     0.19252     0.014847    5.2678             0          0          1    1.0078e-06    4.9901e-64    0.29415    0.55074    0.85281     0.9183    0.99203     1.0493     1.1066      1.1802       1.2443      1.294    1.3486    1.3777    1.4025    1.4522    1.5105    1.9095    1.9839        0.59171             0.12504              0.37877               0.83862              0.40772             0.83814              0.05551                     1          0.00024461    0.0039368    0.034759    0.064786       0.1066      0.15356      0.19342      0.29594      0.47844       0.63427     0.70818      0.75806      0.81089      0.87865      0.92625      0.98891       0.99904  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=122    1.3506     0.92303    0.048924        0.51286          0.25912               2.3481                0.14355        -5.0165    0.0042178

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.357887 seconds.
Elapsed time is 0.761045 seconds.
                    mean        sd       coefofvar       min        max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20         p25         p35        p50        p65         p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    _______    _______    _______    __________    ___________    _______    _______    _______    _______    _______    ________    ________    _______    _______    ________    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.2936     2.0812      1.6089       -14.787    14.422          0    0.24414    0.75586    0.00020706    3.5971e-109    -7.0109    -4.2431    -2.4817    -1.5139    -1.0622    -0.43893    0.057328    0.72089     1.7569      2.3733     2.9713     2.9713     3.2968    3.6951    3.9868    4.8042    5.7004         4.3315                   1               3.5339               0.94619               3.6445             0.90652               0.55495              0.86458          -0.0077841    -0.052249    -0.14557     -0.2274     -0.27048     -0.30184     -0.30852     -0.28031     -0.12191      0.11373      0.43615      0.43615      0.55745       0.7475       0.8454      0.96434       0.99538  
    cl_mt_pol_a    -1.1621     1.7946     -1.5442       -4.8942    47.668    0.05221    0.65416    0.29363    0.00055544    3.5971e-109    -4.7567    -4.3868    -3.9996    -3.5911    -3.2511     -2.9916     -2.6274    -2.0378    -1.0305    -0.45944    0.56953    0.56953    0.56953    1.1047    1.6399    2.7104     4.316         3.5339             0.94619               3.2205                     1               3.3864             0.97687               0.46388              0.83813           0.0076775     0.046451     0.20348     0.39884      0.49701      0.65047      0.75653      0.97331       1.1609       1.2455       1.1821       1.1821       1.1821       1.1335       1.0861        1.022        1.0037  
    cl_mt_coh      -1.1613     1.9317     -1.6634       -4.9845    50.184          0    0.65412    0.34588     0.0012448    2.3479e-109    -4.9845    -4.8707    -4.3093    -3.7859    -3.3004     -3.1866      -2.701    -2.1017    -1.0169    -0.34166    0.62939    0.70526     0.7432    1.2667     1.866    2.9129    4.6729         3.6445             0.90652               3.3864               0.97687               3.7315                   1               0.50038               0.8399           0.0053429     0.043563      0.2166     0.40934      0.52433      0.68651      0.78777       1.0201       1.2124       1.2902       1.2728       1.2326       1.2142       1.1679       1.1015       1.0314        1.0045  
    cl_mt_pol_c     1.1725    0.30841     0.26303     0.0042178    5.3228          0          0          1    0.00020706    3.5971e-109    0.13919    0.42263    0.64997    0.81931    0.91199     0.98326      1.0075     1.0947      1.169      1.2371     1.2866      1.332     1.3843    1.4467    1.8247    2.0081    2.1052        0.55495             0.86458              0.46388               0.83813              0.50038              0.8399              0.095116                    1          8.9243e-05    0.0042805     0.02202     0.05364     0.091456      0.13892      0.17429      0.27155      0.41085      0.59165      0.67265      0.72774      0.78549      0.85812      0.92432      0.98714       0.99819  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=123    3.7502     0.95736    0.046992        0.83453          0.44892               7.939                 0.11979        -19.885    0.020027

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.621009 seconds.
Elapsed time is 1.693366 seconds.
                    mean       sd       coefofvar      min        max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1        p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    __________    __________    _______    __________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       7.829    0.61713    0.078826       -18525      8.22             0    0.00032832    0.99967    4.4791e-14    0.019439      2.805    5.6381    6.7364    7.2008    7.5047    7.6837    7.8041    7.9359     8.044    8.1126    8.1209    8.1209    8.1795    8.1819    8.1819      8.22      8.22        0.38084                   1               4.2843               0.79546               4.4225             0.78419               0.3946               0.43485          0.00010968    0.0060474    0.039016    0.084472      0.12973       0.1793      0.23339      0.32763      0.48371      0.64627      0.79228      0.79228      0.84712       0.9746       0.9746         1             1     
    cl_mt_pol_a    39.944     8.7275     0.21849        -19.4    47.756    4.1271e-09    2.7754e-11          1    1.1876e-15     0.29064     12.338    18.468    21.193    25.279    29.366     32.09    34.815    38.901    42.988    46.394    47.756    47.756    47.756    47.756    47.756    47.756    47.756         4.2843             0.79546               76.169                     1               79.534             0.99721               7.0398               0.54857          0.00031699    0.0048136    0.030087    0.056495     0.095464      0.13142      0.17808      0.27516      0.41797      0.60055            1            1            1            1            1         1             1     
    cl_mt_coh      41.955     9.1386     0.21782      -19.853    50.153             0    2.9722e-11          1    1.4088e-15     0.16624     13.071    19.459    22.342    26.621    30.808    33.752    36.574    40.852    45.162    48.727    50.093    50.123    50.153    50.153    50.153    50.153    50.153         4.4225             0.78419               79.534               0.99721               83.513                   1               7.2444               0.53912          0.00032033    0.0041333    0.030197     0.05667      0.08783      0.13169      0.17082      0.26449      0.41827      0.60077      0.70122      0.80128            1            1            1         1             1     
    cl_mt_pol_c     3.156     1.4704     0.46592     0.020027    11.267             0             0          1    7.3938e-13    0.019439    0.90648    1.2266    1.7789     2.067     2.259    2.3878    2.5151    2.7071    2.9311    3.0272    3.0599    3.1878     4.189    4.9021    4.9021    11.267    11.267         0.3946             0.43485               7.0398               0.54857               7.2444             0.53912               2.1621                     1          0.00026674    0.0090078    0.026708    0.055202     0.090048      0.12684      0.16562      0.24989      0.39388      0.59842      0.62249      0.66846       0.7309      0.92205      0.92205         1             1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=124    4.4826     0.88962    0.031188        0.86776          0.36203               7.2383                0.11182        -10.988    0.01889 

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.588760 seconds.
Elapsed time is 0.982292 seconds.
                    mean        sd      coefofvar       min         max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25         p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    __________    ______    __________    __________    _______    __________    _________    _______    _______    _______    _______    _______    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -3.2098    27.794      -8.659     -2.917e+05    2.5733             0       0.27998    0.72002    3.1305e-11    0.0076539    -301.65    -68.043    -18.004    -12.569    -4.0537    -3.3108    -0.78761    0.98876    1.7445    2.1679    2.3458    2.3996    2.4515    2.4986    2.5365     2.572    2.5733         772.51                   1               74.681               0.24773               76.198             0.24511               6.7959               0.22126             0.33333      0.68661      1.0058      1.2489       1.3498       1.4029       1.4303       1.4203       1.3374       1.2616       1.1919       1.1549       1.1161       1.0789       1.0388        1.008          1     
    cl_mt_pol_a     19.202    10.846     0.56487         -10.72    48.488    5.4245e-05    6.8732e-09    0.99995    1.1756e-12     0.023592     3.2249     3.2249      5.639     7.4495     7.4495     8.6565      10.467     14.088    17.709    20.727    24.348    27.365    30.986    35.211    41.246    48.488    48.488         74.681             0.24773               117.64                     1               120.94             0.99687               10.502               0.87613           0.0038412    0.0038412    0.010965    0.058708     0.058708     0.071944     0.095359       0.1674      0.33459      0.43168      0.54963      0.62108      0.69479      0.78088      0.88021            1          1     
    cl_mt_coh       19.925    11.185     0.56135        -10.956    50.143             0    7.5792e-09          1    1.1425e-12     0.012727     3.3853     3.4409      5.958     7.7972     7.8249     9.0696      10.937     14.643    18.377    21.516     25.25    28.362    32.096    36.452    42.675    50.143    50.143         76.198             0.24511               120.94               0.99687                125.1                   1               10.635               0.86044           0.0001919    0.0018366    0.011218    0.038011     0.059447     0.072789     0.096342      0.16158       0.2954      0.43305      0.55089      0.62221      0.69577      0.78162      0.88065            1          1     
    cl_mt_pol_c     1.8787    1.1051     0.58824        0.01889    9.0895             0             0          1    3.3634e-10    0.0076539    0.19638    0.38627    0.51802     0.9881     1.0843     1.1408      1.2161     1.3474    1.4792    2.1019    2.4407    2.5837    2.7155    3.0355    3.7331    5.3179    9.0895         6.7959             0.22126               10.502               0.87613               10.635             0.86044               1.2212                     1          0.00032908    0.0023018     0.01954    0.030697     0.073331     0.089678      0.12416      0.19229      0.30021      0.44817      0.56742      0.63197      0.70253      0.77941      0.87267      0.95478          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=125    2.2101     0.92461    0.0097949       0.39024         0.095503               4.3083                0.10997        -7.5613    0.020266

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.456192 seconds.
Elapsed time is 3.611660 seconds.
                     mean        sd       coefofvar      min       max      pYis0     pYls0       pYgr0       pYisMINY     pYisMAXY     p0_1         p1         p5         p10        p15        p20        p25        p35        p50         p65         p75         p80         p85        p90        p95         p99        p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _______    ______    _____    ________    ________    __________    ________    _______    ________    _______    _______    _______    _______    _______    _______    ________    ________    ________    ________    _______    _______    ________    ________    ________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.8966    0.77748     0.40993     -14.143    7.9871        0    0.019103      0.9809    2.4606e-09       0        -1.8064    -0.37701    0.42805    0.93339      1.055     1.2533     1.4738     1.7026      1.9694       2.373      2.5126      2.5626     2.7082     2.7082      2.8823       2.915      3.0615         0.60448                  1               0.65872              0.97418               0.71088            0.96919              0.079316              0.64753          -0.0015335    -0.0055551    -0.0011935    0.014589     0.042612     0.072744      0.11225      0.19279      0.34305      0.54902      0.65893      0.70974      0.86639      0.86639      0.95808      0.99409          1     
    cl_mt_pol_a     -1.0089     0.8697    -0.86201     -7.3769    47.188    0.181       0.761    0.057995    1.9855e-09       0        -4.3322     -3.2317    -2.6292    -2.1312    -2.0497     -1.581    -1.5502    -1.5205    -0.99134    -0.47119    -0.46217           0          0          0    0.073643    0.073643    0.073643         0.65872            0.97418               0.75638                    1               0.81684            0.99557              0.068258              0.49817            0.004773      0.041554       0.16881     0.28828      0.42108      0.52446      0.61475      0.71013       0.9111      0.97332       1.0042       1.0042       1.0042       1.0042            1            1          1     
    cl_mt_coh      -0.98558    0.94341    -0.95721     -7.5293    50.141        0     0.76098     0.23902     6.549e-09       0        -4.5381     -3.3634    -2.7489    -2.1887    -2.1343    -1.6013    -1.5741     -1.547    -0.95959    -0.39942    -0.37223    0.086382    0.11357    0.14076     0.16075     0.21513     0.21513         0.71088            0.96919               0.81684              0.99557               0.89002                  1              0.075797              0.50997           0.0052843      0.045648       0.18063     0.30815      0.44835      0.55422       0.6486       0.7485       0.9495       1.0054       1.0309       1.0262       1.0194       1.0099       1.0078            1          1     
    cl_mt_pol_c       1.194    0.15755     0.13195     0.18244     4.879        0           0           1    2.4606e-09       0        0.74662     0.83102    0.92985    0.98804     1.0376     1.0466     1.0884     1.1341      1.2021      1.2591      1.2716       1.346      1.379     1.4121      1.4439      1.4864      1.7366        0.079316            0.64753              0.068258              0.49817              0.075797            0.50997              0.024821                    1           0.0012801      0.006579      0.038069      0.0848      0.12471      0.16538      0.24013      0.32305      0.46305       0.6037      0.71912      0.78317      0.82677      0.89057      0.94391      0.99467          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=126    3.7148     0.93913    0.041937        0.71692          0.14614               5.4981                0.11126        -16.864    0.026374

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.684050 seconds.
Elapsed time is 2.076671 seconds.
                    mean        sd       coefofvar      min        max       pYis0      pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15        p20         p25        p35        p50        p65        p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    ________    _______    __________    __________    _______    _______    _______    ________    _______    ________    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.9542     6.0679      3.1051      -7118.3    5.8432          0    0.046304     0.9537    5.1722e-09    5.9354e-18    -11.383    -2.7526    0.08644      1.1787      1.334       1.334       1.53     2.1241     2.2282     2.2282     2.6549     2.6881     2.6881     2.9178    3.1773    3.7182    4.2943         36.819                   1               1.0468               0.16687               1.0755              0.1621              0.24619               0.14305           -0.015476    -0.037775    -0.053632    -0.034953    0.056514     0.056514      0.08068      0.31746      0.53034      0.53034       0.62566      0.79421      0.79421     0.85839      0.91073      0.98162        0.9977  
    cl_mt_pol_a    0.19832     1.0338      5.2128      -16.452    47.988    0.34373     0.14898    0.50729    3.4398e-10    2.8889e-17    -3.7267    -2.3739    -1.0964    -0.44859          0           0          0          0    0.18567    0.18567    0.18567    0.18567    0.84049    0.84049    2.1501    4.1146    7.3887         1.0468             0.16687               1.0688                     1                1.115             0.98636              0.15577               0.53123           -0.024467     -0.15881     -0.51505       -0.766    -0.82941     -0.82941     -0.82941     -0.82941     -0.50991     -0.50991      -0.50991     -0.50991     -0.22134    -0.22134      0.33514      0.77447       0.96046  
    cl_mt_coh      0.31636     1.0934      3.4562      -16.832    50.142          0     0.14897    0.85103    1.0698e-09    1.3017e-17    -3.8406    -2.4485    -1.0839    -0.37401      0.032    0.087204    0.11481    0.14241    0.25306    0.30827    0.33587    0.33587    0.96295     1.0181    2.3551     4.402    7.8134         1.0755              0.1621                1.115               0.98636               1.1956                   1               0.1624               0.52367           -0.016358     -0.10596     -0.33154     -0.48086    -0.51179     -0.49132     -0.45179     -0.38438     -0.36442     -0.20665     -0.048801    -0.048801    0.0019461       0.165      0.47495      0.81962       0.96915  
    cl_mt_pol_c     1.2804    0.28362     0.22151     0.026374    4.3422          0           0          1    8.8081e-08    5.9354e-18     0.5166    0.72153    0.86685     0.90708    0.90708      1.0567      1.125     1.2422       1.25       1.25     1.4697     1.6828      1.709      1.709    1.7365    1.8189    1.9562        0.24619             0.14305              0.15577               0.53123               0.1624             0.52367              0.08044                     1          0.00044884     0.005874     0.031897      0.12446     0.12446      0.13802      0.18384      0.41152      0.58866      0.58866       0.66936      0.73818      0.90294     0.90294      0.94187      0.98726       0.99879  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=127    2.7492     0.92165    0.038467       0.027779          0.22148               5.7626                0.11886        -14.151    0.0054271

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.442644 seconds.
Elapsed time is 0.842552 seconds.
                     mean        sd       coefofvar       min        max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1          p5          p10         p15        p20        p25        p35         p50         p65         p75        p80        p85        p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    _______    _______    _______    __________    ___________    _______    _______    ________    _________    _______    _______    _______    ________    ________    ________    _______    _______    _______    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.3953     8.7067      6.2398       -5244.4    6.4911          0    0.10007    0.89993    1.3541e-08    1.1944e-316    -11.599    -3.7494    -0.80463    -0.048314    0.30702    0.81908    0.96884      1.5134      1.8969      2.1941     2.2626     2.3733     2.3733     2.4797     2.5471     2.7407    2.8463         75.807                   1               1.7369               0.17833                1.896             0.17764               0.21746              0.11624           -0.036998    -0.073787    -0.12308     -0.1375     -0.12846     -0.10698     -0.06811     0.042075      0.18571      0.43572      0.58308      0.81245      0.81245      0.87621      0.95532      0.97995       0.99868  
    cl_mt_pol_a    -0.84192     1.1186     -1.3286       -13.806    48.148    0.16621    0.63323    0.20055    1.4865e-09    1.1944e-316    -6.0048    -4.2263     -2.8199      -2.2092    -2.1166    -1.5986    -1.5315    -0.96673    -0.37722           0          0    0.24098    0.24098    0.24098    0.24098    0.87134    1.5017         1.7369             0.17833               1.2513                     1               1.3164             0.96001               0.15386              0.64015           0.0083775     0.059969     0.23067     0.39982      0.59135      0.64239       0.8172      0.92316       1.0186       1.0742       1.0742       1.0228       1.0228       1.0228       1.0228       1.0023        1.0002  
    cl_mt_coh      -0.80242     1.2259     -1.5277       -14.119    50.152          0    0.63321    0.36679    6.4903e-09    3.5913e-315    -6.2337       -4.3     -2.9307      -2.2761     -2.216    -1.6215    -1.5915    -0.93685    -0.31228    0.092068    0.15214    0.28225    0.37235    0.40239    0.40239      1.057    1.6515          1.896             0.17764               1.3164               0.96001               1.5028                   1                0.1881              0.71413            0.009608     0.067708     0.26141     0.45078      0.65327      0.71051      0.78672      0.99852       1.0963       1.1347       1.1124       1.1118        1.069       1.0282       1.0282       1.0027        1.0021  
    cl_mt_pol_c       1.193    0.21486      0.1801     0.0054271    4.6349          0          0          1    4.2248e-07    1.5223e-315    0.46929    0.64499     0.82731      0.92965    0.99174     1.0371     1.0613      1.1338      1.2081      1.2526     1.2531     1.2948     1.3643     1.4541     1.5556     1.7427    1.7958        0.21746             0.11624              0.15386               0.64015               0.1881             0.71413              0.046165                    1          0.00034763    0.0050611    0.031987    0.069067      0.11688      0.15631      0.20435      0.28935      0.45464      0.68606      0.70304      0.74946      0.81978      0.86593      0.92839      0.98618       0.99955  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=128     2.897     0.94581    0.045568        0.14105          0.40708               2.565                 0.11727        -18.767    0.026261

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.570678 seconds.
Elapsed time is 5.062607 seconds.
                    mean       sd      coefofvar      min        max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ________    ______    _________    _________    _______    __________    __________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      7.3742    2.8255     0.38316       -522.2    8.8354            0    0.0065467    0.99345    5.1782e-08    1.1961e-09    -12.072     1.1059    4.8076    5.8424    6.4613     6.898    7.1665    7.5588    7.9164    8.1467    8.2369    8.2792    8.3097    8.3432    8.3863    8.4486    8.5381         7.9834                   1               13.398               0.48914                14.02             0.48927              0.66105               0.47427          -0.0051548    -0.0075332      0.01367    0.049727     0.092945      0.13939      0.18629      0.28494      0.44642      0.62442      0.71815      0.78463      0.83072      0.89175      0.94927      0.98936       0.99903  
    cl_mt_pol_a    23.293    9.6943      0.4162       -18.31    47.821    0.0030383     0.015341    0.98162    1.2282e-07     5.235e-08    -6.2496    -1.7605    4.1977    8.2245     11.58    14.265    16.949    20.976    25.674      29.7    31.043    32.385    33.056    33.727    34.398    35.741    38.425         13.398             0.48914                93.98                     1               98.154             0.99839               4.5422               0.94981          -0.0003269    -0.0016466    0.0019149    0.016101     0.038944     0.066607      0.10481      0.18801      0.34165      0.54944       0.6413      0.74779      0.80734      0.87237      0.94733      0.98617       0.99898  
    cl_mt_coh      24.445    10.141     0.41486      -18.735     50.15            0     0.015355    0.98465    1.5588e-07    8.2283e-09    -6.7178    -1.8058      4.48    8.7198    12.228    15.035    17.812    22.023    26.964    31.086    32.607    33.922    34.653    35.385    36.086     37.49    40.238          14.02             0.48927               98.154               0.99839               102.85                   1               4.7408               0.94764          -0.0003321    -0.0016464     0.001581    0.015881     0.038499     0.065899      0.10112      0.18208      0.33814      0.51248      0.64177      0.71009      0.78364      0.86233      0.93562      0.98426       0.99834  
    cl_mt_pol_c    2.3366    0.4933     0.21112     0.026261    6.1542            0            0          1    1.7945e-06    1.1961e-09    0.62129     1.1016     1.426    1.6242    1.7772      1.91    2.0218    2.2053    2.4194    2.5881    2.6799    2.7252    2.7716    2.8634     3.011    3.4575    3.5597        0.66105             0.47427               4.5422               0.94981               4.7408             0.94764              0.24335                     1          0.00020886      0.003955     0.026357    0.059696     0.096257      0.13572      0.17997      0.27012       0.4193      0.58192      0.69886       0.7759      0.81061        0.872       0.9353      0.98945       0.99857  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=129    3.6537     0.95901     0.05867        0.7885           0.33753               2.7357                0.11191        -14.433    0.027356

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.457350 seconds.
Elapsed time is 1.606860 seconds.
                    mean       sd       coefofvar      min        max        pYis0         pYls0       pYgr0     pYisMINY     pYisMAXY     p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    __________    __________    _____    __________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      8.8517    0.33504     0.03785      -5348.4    8.9301             0    1.8366e-06      1      6.0787e-11    0.017441    8.5305    8.6936    8.7631    8.7675    8.7976    8.8067    8.8154    8.8393    8.8663    8.8877    8.8877    8.8957    8.9096    8.9118    8.9118    8.9301    8.9301         0.11225                  1              0.17765               0.16124              0.18022             0.15439              0.033685              0.11792          0.00095821     0.010018    0.096827     0.10018      0.15419      0.23018      0.25534      0.35472      0.51606      0.78727      0.78727      0.80126      0.85226      0.97756      0.97756         1             1     
    cl_mt_pol_a    43.998     3.2886    0.074744      -14.081    47.229    2.2816e-08    1.1686e-07      1      4.8901e-11      0.3079    29.219     36.05    38.534    39.776    39.776    40.398    41.019    42.882    44.745    46.608    47.229    47.229    47.229    47.229    47.229    47.229    47.229         0.17765            0.16124               10.815                     1               11.353             0.99089                1.7514              0.62465          0.00058389      0.01035    0.043919     0.17632      0.17632      0.19935      0.23532      0.33615      0.47097      0.66949            1            1            1            1            1         1             1     
    cl_mt_coh      46.673     3.4841     0.07465      -14.401    50.143             0    1.2113e-07      1      5.1757e-11    0.054334    31.021    38.197    40.938     42.17    42.226      42.8    43.541    45.485    47.513     49.43     50.06    50.088    50.088    50.115    50.143    50.143    50.143         0.18022            0.15439               11.353               0.99089               12.139                   1                1.8131              0.61035          0.00055837    0.0076258    0.043984     0.09566      0.15654      0.17815      0.22906      0.32174      0.47107      0.64007      0.76283      0.85632      0.85632      0.94163            1         1             1     
    cl_mt_pol_c    3.8603    0.85261     0.22086     0.027356    8.1243             0             0      1      5.6531e-10    0.017441    2.3494    2.6409    2.7867    3.2198    3.3655    3.4019    3.4748    3.5841    3.6934    3.8028    3.8028     3.845    4.4637    5.1212    5.1212    8.1243    8.1243        0.033685            0.11792               1.7514               0.62465               1.8131             0.61035               0.72694                    1          0.00058372    0.0066751    0.055534    0.073868      0.15422       0.1674      0.21687      0.31587      0.44246      0.70065      0.70065      0.73279      0.79069      0.95717      0.95717         1             1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=130    4.9135     0.88283    0.015329        0.87633          0.45207               3.0678                0.13985        -16.018    0.011218

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.460666 seconds.
Elapsed time is 1.023006 seconds.
                    mean        sd      coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ___________    ______    __________    __________    _______    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ________    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -63.944    1807.3     -28.263     -1.1149e+07    2.1332             0       0.50964    0.49036    7.3952e-11    0.017048    -3470.1    -655.56    -161.78    -106.82    -38.268    -27.208    -12.278    -3.0111    -0.17617    1.3824    1.7784     1.892    1.9817    2.0407    2.1039    2.1332    2.1332       3.2662e+06                  1              1275.3               0.05853               1287.4             0.058186              84.847               0.030076            0.47052      0.66701     0.79835      0.9112       0.9784      0.98754       1.0008         1.01       1.0121       1.0103       1.0077       1.0064       1.0048       1.0032       1.0009         1             1     
    cl_mt_pol_a     25.055    12.057     0.48121         -15.628    49.245    9.5843e-05    1.9209e-08     0.9999    3.1558e-11    0.061315     2.1376      5.455     8.7725     10.099     10.099     12.753     15.407     19.388      23.369    28.677    33.321    35.975    39.293    43.937    49.245    49.245    49.245           1275.3            0.05853              145.36                     1               147.06              0.99629              12.813                0.68081         3.7743e-05     0.005247    0.015226      0.0549       0.0549     0.075465       0.1051      0.17729      0.33455      0.46601       0.5939      0.66201      0.73573      0.82108            1         1             1     
    cl_mt_coh       25.559    12.242       0.479         -15.986    50.179             0    2.0948e-08          1    3.3774e-11    0.013098     2.3494     5.6442     8.9389      10.36     10.433     13.128     15.823     19.828       23.87    29.259    33.938    36.632    40.001    44.643    50.069    50.179    50.179           1287.4           0.058186              147.06               0.99629               149.88                    1              12.804                   0.67         4.3639e-05    0.0027699    0.012674    0.037814     0.055386     0.076061       0.1058      0.17545      0.32026      0.46312      0.58514      0.65467      0.72948      0.80924      0.90804         1             1     
    cl_mt_pol_c     1.6629     1.561     0.93872        0.011218    11.629             0             0          1    1.0425e-09    0.017048    0.12261    0.24296    0.31415    0.79578    0.81613    0.87715    0.93818     1.0094      1.2116    1.7441    1.8559    2.0073    2.5489     2.671    3.4158    11.629    11.629           84.847           0.030076              12.813               0.68081               12.804                 0.67              2.4366                      1         0.00024875    0.0017419    0.012125    0.026611     0.051065     0.076935      0.10656      0.18723      0.26122      0.40711      0.51355      0.56753      0.64454      0.71979       0.8572         1             1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=131    2.9887     0.88266    0.031393        0.7621           0.22747               3.9847                0.09601        -16.475    0.005671

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.501416 seconds.
Elapsed time is 0.670255 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35         p50         p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       -7.1244     189.93     -26.658       -14746    4.0132           0    0.42375    0.57625    5.2348e-06       0        -1296.1    -34.004    -8.5035    -6.1055    -3.3979    -2.2136    -2.1138    -0.55817      0.4922      1.144    1.3636    1.5825    1.8965    1.8965    2.1778    2.8464    3.2148          36072                    1              70.478               0.16224               83.536             0.18233                6.855               0.079039            0.66261      0.87697     0.96256      1.0133       1.0439       1.0687       1.0837       1.1006        1.102       1.0715        1.063       1.0571       1.0286       1.0286       1.0183       1.0042        1.0004  
    cl_mt_pol_a    -0.39584     2.2873     -5.7782      -16.073     47.82    0.085029    0.50605    0.40893    6.4648e-07       0          -10.7    -5.3915    -3.8917    -2.7894    -2.6976    -2.6539    -2.0685     -1.4394    -0.17831    0.46819    1.1259    1.1259    1.1259    1.7835    2.4412    6.3872    10.333         70.478              0.16224              5.2316                     1               5.4457             0.98699              0.81083                0.77631           0.031837      0.19671     0.64607      1.0446       1.4622        1.746       2.0343       2.4616       2.7194       2.6367       2.0551       2.0551       2.0551       1.7477       1.6441       1.2112        1.0229  
    cl_mt_coh      -0.35911     2.4122     -6.7174      -16.443    50.123           0      0.506      0.494    1.4729e-06       0        -11.016    -5.5672    -4.1424     -2.854    -2.8085    -2.7858    -2.1302     -1.4519    -0.07254    0.60578    1.2614    1.2614    1.2841    1.9397    2.6407    6.7106    10.758         83.536              0.18233              5.4457               0.98699               5.8189                   1              0.83592                0.75886           0.037466      0.22913     0.75091      1.2152       1.7262       2.0132       2.3487       2.7926       3.0851       2.9502       2.4612       2.4612       2.2351       1.9829       1.7454       1.2427        1.0318  
    cl_mt_pol_c      1.2229    0.45665     0.37342     0.005671    5.5469           0          0          1    4.4487e-05       0          0.141     0.3341     0.4818    0.58026     0.8641    0.93031     1.0077      1.0862      1.1758      1.209    1.3017    1.4272    2.0112    2.0233    2.0525    2.1885    2.9721          6.855             0.079039             0.81083               0.77631              0.83592             0.75886              0.20853                      1         0.00010015    0.0024204    0.017897     0.03878     0.067672      0.10534      0.15548      0.22964      0.37609      0.52312      0.61997      0.67643      0.74742      0.87262      0.91267      0.98241       0.99794  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=132     4.653     0.96849     0.04695        0.85961          0.23405               7.3363                0.12234        -5.5434    0.016015

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.536981 seconds.
Elapsed time is 2.702318 seconds.
                    mean        sd       coefofvar        min         max        pYis0        pYls0       pYgr0     pYisMINY     pYisMAXY     p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ________    _________    ___________    ______    _________    __________    _____    __________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      8.4093    0.040758    0.0048468    -9.9148e+05    8.4439            0    1.7158e-06      1      2.9035e-32    0.025633    8.1569    8.3138    8.3672    8.3854    8.3928    8.3928    8.3928    8.4113    8.4138    8.4184    8.4281     8.434     8.434     8.434     8.434    8.4439    8.4439       0.0016612                  1              0.056679              0.66098              0.057656            0.64152               0.0145               0.46707          0.00095954     0.010561    0.051297     0.11075      0.25996      0.25996      0.25996      0.35865      0.50736      0.74246      0.75082       0.9729       0.9729       0.9729       0.9729         1             1     
    cl_mt_pol_a    46.514      2.1039     0.045231        -5.4082    47.758    1.285e-23    3.9082e-24      1      3.0535e-34     0.43069    29.352    37.472    42.344     44.51    45.592    46.134    46.675    46.675    46.675    47.758    47.758    47.758    47.758    47.758    47.758    47.758    47.758        0.056679            0.66098                4.4263                    1                4.6189            0.99562              0.70558               0.44031            0.000563    0.0075419    0.044937     0.10504      0.16479      0.20442      0.49904      0.49904      0.49904            1            1            1            1            1            1         1             1     
    cl_mt_coh      48.834      2.2051     0.045155        -5.5114    50.157            0    4.4223e-24      1      3.5685e-34     0.23441    30.886    39.388    44.489    46.725    47.858    48.456    48.961    48.992    49.023    50.125    50.125    50.157    50.157    50.157    50.157    50.157    50.157        0.057656            0.64152                4.6189              0.99562                4.8623                  1              0.72013               0.42877          0.00056978    0.0075656    0.044983    0.092919      0.14704      0.20449      0.25126      0.33867      0.49908      0.75924      0.75924            1            1            1            1         1             1     
    cl_mt_pol_c    3.4633     0.76167      0.21993       0.016015    6.5497            0             0      1      5.0015e-32    0.025633    2.0789    2.4347    2.6635    2.7397    2.7397    2.7397    3.0272    3.2814    3.3068    3.3322    3.7406     4.409     4.409     4.409     4.409    6.5497    6.5497          0.0145            0.46707               0.70558              0.44031               0.72013            0.42877              0.58014                     1          0.00054616    0.0067551    0.041269     0.16318      0.16318      0.16318      0.19678       0.4145      0.45583      0.66651      0.67363      0.94979      0.94979      0.94979      0.94979         1             1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=133     2.417     0.88077     0.02502        0.16944          0.34409               5.1419                0.13469        -6.2154    0.026905

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.401768 seconds.
Elapsed time is 0.955697 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25          p35         p50        p65         p75        p80       p85        p90         p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    _______    _______    ________    _________    _______    ________    ________    ______    ______    ________    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.35636     3.6273     -10.179      -116.53    5.0685           0    0.39742    0.60258    3.6568e-05       0        -36.177    -13.249    -4.7304    -2.7902    -2.1599    -1.4925    -0.77094    -0.090501    0.48208      1.1106       1.232    1.4582    1.5148       1.742     1.8859    2.2177    2.5916         13.157                   1               3.5485               0.64022               3.9432             0.64698               0.63537              0.61522             0.23247      0.65595       1.493      2.1492       2.4274       2.6713       2.8096        2.959       2.8607       2.5026        2.185       1.9133       1.7229       1.4515        1.292       1.0659        1.0067  
    cl_mt_pol_a     -1.5467     1.5281    -0.98795      -6.0638     47.66    0.068187     0.7889    0.14291    8.5364e-06       0        -5.4776    -4.9721    -4.0591     -3.631    -3.4555     -3.023     -2.5686      -2.0373    -1.4688     -0.9278    -0.42226         0         0    0.092188    0.65181    1.7711    2.8903         3.5485             0.64022               2.3349                     1               2.4656              0.9603               0.36847              0.84693           0.0079384     0.033795     0.18277     0.28005      0.39448      0.49628       0.6055      0.75095      0.90807       1.0233       1.0581       1.0581       1.0581       1.0545       1.0349       1.0061        1.0014  
    cl_mt_coh       -1.5821     1.6803     -1.0621      -6.1834    50.172           0    0.78888    0.21112    3.0463e-05       0        -6.0781    -5.4694    -4.3923    -3.8187    -3.7485      -3.21     -2.6714      -2.0978    -1.4891    -0.88036    -0.30673    0.1022    0.1724     0.26689    0.84052    1.9527    3.0999         3.9432             0.64698               2.4656                0.9603               2.8233                   1               0.39144              0.81821           0.0049355     0.036077     0.15759     0.29088      0.41426      0.51687      0.63031      0.78096      0.93963         1.05       1.0768       1.0757       1.0703       1.0617        1.038       1.0124        1.0022  
    cl_mt_pol_c      1.1075    0.28472     0.25709     0.026905    6.0284           0          0          1    0.00026881       0         0.1586    0.39298    0.65698    0.79316    0.85815    0.89894     0.92934       1.0101      1.107      1.1675      1.2736    1.2951    1.3794      1.4385     1.7664    1.7944    2.0682        0.63537             0.61522              0.36847               0.84693              0.39144             0.81821              0.081064                    1          0.00011891    0.0026905    0.023422     0.06884     0.095219      0.13527      0.17632      0.26158      0.40701      0.55911      0.66874      0.72882      0.79635      0.85406      0.95762      0.98487       0.99891  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=134     4.425     0.94559    0.042173        0.34166          0.22467               2.1854                0.10656        -18.923    0.021832

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.800564 seconds.
Elapsed time is 2.976260 seconds.
                    mean       sd       coefofvar        min         max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5         p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    ________    ________    _______    __________    __________    _______    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.7913     36.433      9.6096     -1.4252e+05    5.2803           0    0.011635    0.98837    4.7137e-10    3.1046e-25    -6.0663    -0.53232      2.0294     2.6707    2.9586    3.3407    3.5064    3.8743    4.1678    4.4221    4.5331    4.5749    4.6186    4.6593    4.6694    4.7484     4.828         1327.4                    1              5.0696               0.02933               5.3006             0.029395              0.26079              0.024224           -0.011115     -0.015561    -0.003289     0.027668      0.074283       0.1093     0.15816      0.24767      0.41166      0.57864       0.7268      0.75513      0.81838      0.88413      0.93886      0.98868       0.99876  
    cl_mt_pol_a    7.2461     4.7442     0.65473         -18.461    47.977    0.010506    0.059332    0.93016    6.9189e-10    1.1377e-23     -5.319     -2.6802    -0.59799    0.73814     1.413    2.7626    3.4375     5.462    7.4865    10.186    11.536     12.21    12.885     13.56     13.56     14.91    16.934         5.0696              0.02933              22.508                     1               23.373              0.99539               1.0874               0.77568         -0.00090425    -0.0058393    -0.014628    -0.011501    -0.0051254     0.017733    0.034626      0.10979      0.22671      0.45979      0.61444      0.70233      0.79803      0.94401      0.94401      0.98674       0.99826  
    cl_mt_coh      7.6326     4.9494     0.64846         -18.891    50.136           0    0.059312    0.94069    2.6256e-09      1.43e-24    -5.5023     -2.7152    -0.55313    0.80127    1.5568    2.9112    3.6667    5.7504    7.9125    10.674     12.08    12.783    13.487    14.164    14.242    15.623    17.733         5.3006             0.029395              23.373               0.99539               24.497                    1               1.2013               0.82144         -0.00091318    -0.0058148    -0.014173    -0.013461    -0.0058396    0.0079111    0.031203     0.094235      0.22434      0.42069      0.56664      0.64983      0.74035      0.81652      0.92752      0.97981       0.99783  
    cl_mt_pol_c     1.584    0.29549     0.18655        0.021832    4.5565           0           0          1     8.881e-09    3.1046e-25    0.65098     0.90442      1.1262      1.221    1.2685    1.3254    1.3815    1.4669    1.5815    1.6946    1.7691    1.8084    1.8369    1.9683    2.0822    2.3417    2.4271        0.26079             0.024224              1.0874               0.77568               1.2013              0.82144             0.087312                     1          0.00037636     0.0049329     0.031314     0.069004       0.10896      0.15403     0.19643      0.28407      0.43502      0.60106       0.6948      0.78707      0.80534      0.87604      0.93463      0.98893       0.99851  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=135    1.2641     0.87612    0.011638        0.27632          0.48827               6.1248                0.1337         -9.6659    0.026005

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.388530 seconds.
Elapsed time is 0.343985 seconds.
                     mean         sd       coefofvar      min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1         p1          p5         p10        p15        p20        p25        p35         p50        p65        p75        p80         p85         p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    ________    ______    ________    _______    ________    __________    ________    ________    ________    ________    _______    _______    _______    _______    ________    _______    _______    _______    ________    ________    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.077204     2.0191     -26.153       -4.546    10.051           0    0.44448     0.55552     0.0014125       0          -4.546     -4.4254     -4.2886    -3.1154    -2.5727    -2.0158    -1.4385    -0.58424    0.33404     1.0713     1.4903      1.7598      1.9944     2.0836     2.5593    3.2714    4.0623         4.0766                   1                3.6313               0.65094              5.9244             0.95743               0.60752               0.70197          0.083171        1.1133       3.2685      5.2227       7.1342       8.5677       9.6683       10.958       11.115       9.6827       8.0303       6.7794       5.7952       4.4195       2.8694       1.4413        1.0372  
    cl_mt_pol_a      -3.3264     2.7629     -0.8306      -9.4301    46.416    0.086361    0.86715    0.046492    0.00067975       0         -9.1866     -8.9553      -8.526    -7.6349    -6.9149    -6.1349    -5.3037     -4.2297    -2.7504    -1.6223    -1.0322    -0.49412    -0.47043          0          0    1.2783    3.0838         3.6313             0.65094                7.6337                     1              5.6179             0.66347              0.057325              0.048405          0.015585      0.039424      0.19882     0.25877      0.37507      0.46264      0.57335      0.69224      0.84491      0.94706      0.98819       1.0022       1.0108       1.0108       1.0108       1.0056        1.0008  
    cl_mt_coh        -3.5571     3.0647    -0.86156      -9.6339    50.171           0    0.86714     0.13286    0.00062011       0         -9.5991     -9.5643     -9.4947    -8.2771    -7.6682    -6.5201    -5.8417      -4.624    -2.8671    -1.6494    -1.0058    -0.43176    -0.36219    0.13635    0.17113    1.4295    3.2908         5.9244             0.95743                5.6179               0.66347              9.3922                   1               0.83891               0.63862          0.011929      0.043202      0.20387     0.30576      0.38322      0.47222      0.58567      0.70523      0.85763      0.95793      0.99675       1.0092       1.0156       1.0141       1.0121       1.0062        1.0008  
    cl_mt_pol_c       1.4159    0.42864     0.30272     0.026005    8.6192           0          0           1      0.058016       0        0.026005    0.026005    0.026005     1.1739     1.2117     1.2835      1.318      1.3898     1.4872      1.567     1.5955      1.6215      1.6768     1.7144     1.8164    2.3576    2.6353        0.60752             0.70197              0.057325              0.048405             0.83891             0.63862               0.18373                     1         0.0010655     0.0010655    0.0010655    0.031338     0.077887      0.13275      0.16835      0.26589      0.41351      0.59293      0.69021      0.74429      0.80624      0.85829      0.92386      0.98286       0.99837  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=136    1.4492     0.95323    0.0023997       0.7682           0.29425               2.4052                0.10352        -16.543    0.0078696

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.419249 seconds.
Elapsed time is 0.487598 seconds.
                    mean        sd       coefofvar       min        max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1         p1         p5         p10        p15        p20        p25        p35         p50         p65         p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    _______    _______    _______    __________    __________    _________    _______    _______    _______    _______    _______    _______    ________    ________    ________    _______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.17328     5.2955      30.561       -17.993    16.449          0    0.38206    0.61794    0.00052081    1.7107e-28      -16.655    -15.023    -10.932    -7.6564     -5.408    -3.8174    -2.3713    -0.47626      1.6596      2.4648     3.9114    4.6863    5.0107    5.9121    6.4895    8.9203    10.799         28.042                   1               22.407               0.89898               24.048             0.92145               1.5819               0.68765            -0.45026       -1.1672     -3.9182     -6.5573      -8.4564      -9.7474      -10.624      -11.445       -11.02      -8.7983      -7.3135      -5.8993      -4.5634      -2.8964      -1.3304      0.43955       0.95298  
    cl_mt_pol_a    -1.6538     4.7069     -2.8461       -16.139     49.88    0.13125    0.58506     0.2837    0.00087961    1.7107e-28      -15.836    -14.991    -11.286    -8.0359    -5.9736    -4.6976    -3.9152     -2.1859    -0.85382           0    0.43153    1.1089    2.4637    3.1411    5.1732    9.9149    15.334         22.407             0.89898               22.155                     1               21.885             0.94342               1.2907               0.63123            0.023449      0.098998     0.41648     0.71212      0.92348       1.0772       1.2036       1.3973       1.5225       1.5364       1.5233       1.4953       1.4126       1.3617       1.2202       1.0691        1.0079  
    cl_mt_coh      -1.7323     4.9285      -2.845       -16.511    50.133          0    0.58498    0.41502    0.00094002    4.4622e-29      -16.485    -15.806    -11.732    -8.3374    -6.2752    -4.9172     -4.188     -2.2263    -0.81806    0.082254    0.53995     1.219    2.5267    3.2811    5.2176    10.046    15.403         24.048             0.92145               21.885               0.94342                24.29                   1               1.4516               0.67802            0.030475      0.097916     0.42166     0.71905      0.92818       1.0842       1.2113       1.4027       1.5233       1.5305       1.5146       1.4876       1.4308       1.3511       1.2335       1.0691          1.01  
    cl_mt_pol_c     1.2536    0.43441     0.34652     0.0078696    4.4985          0          0          1     0.0086923    1.7107e-28    0.0078696    0.63113    0.75999    0.80224    0.87385    0.92613     0.9763      1.0479      1.1029      1.2816     1.5228    1.5354    1.7829    1.7894    2.2067     2.359    3.0527         1.5819             0.68765               1.2907               0.63123               1.4516             0.67802              0.18871                     1          5.4565e-05    0.00075754    0.023424    0.054757     0.088264      0.12552      0.16513      0.24497      0.39767      0.51315      0.63789      0.70804      0.75885      0.83693       0.9156      0.98006       0.99765  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=137    1.7292     0.93378    0.0025732       0.11622          0.45221               6.7293                0.10824        -16.263    0.023402

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.442988 seconds.
Elapsed time is 0.573500 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10         p15        p20        p25        p35          p50         p65        p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    _______    __________    ________    _______    _______    _______    ________    _______    _______    _______    ________    _________    _______    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.7602     2.2203      1.2614      -17.579    10.992           0    0.13268    0.86732    1.8694e-05       0        -16.117    -7.6412    -2.0355    -0.22315    0.58513    0.66467     1.3148      1.9329       2.4648     2.8043     2.8412     3.1609      3.203    3.4845    3.7766    4.4025    5.0076         4.9295                   1               3.9689               0.93765               4.2352             0.93472              0.42219               0.62918           -0.011439    -0.068817    -0.15574    -0.18329     -0.17777     -0.16339     -0.11892     -0.014332     0.15234       0.3712      0.54972      0.61177       0.7119       0.8115      0.88825      0.97717       0.99708  
    cl_mt_pol_a    -0.51305     1.9065     -3.7159      -15.866    49.197    0.080082    0.58402     0.3359    4.0742e-06       0        -13.979    -7.1457    -3.6926     -2.5197    -1.8979    -1.8623    -1.2761    -0.65434    -0.033186          0    0.63911    0.63911    0.63911    1.3135     1.988    3.3368      5.36         3.9689             0.93765               3.6346                     1               3.6054             0.92671              0.39113               0.67884            0.030228      0.20347     0.60875     0.90236       1.1438       1.2754       1.4064        1.6481      1.7595       1.7647       1.5133       1.5133       1.5133       1.3337       1.2197       1.0716        1.0037  
    cl_mt_coh      -0.47656     2.0407     -4.2823      -16.231    50.139           0    0.48188    0.51812    5.7095e-06       0        -14.826    -7.3878    -3.9538     -2.6281    -1.9519    -1.9253    -1.2758    -0.59964     0.049879    0.13855    0.75267    0.77931    0.77931    1.4288     2.105    3.4839    5.4591         4.2352             0.93472               3.6054               0.92671               4.1646                   1              0.41658               0.67543            0.036114       0.2393     0.70174      1.0332       1.3029       1.4495       1.5905        1.8419       1.946       1.9096       1.7569       1.5876       1.5876       1.4861       1.3133       1.0794        1.0116  
    cl_mt_pol_c      1.2093    0.30223     0.24992     0.023402    5.2389           0          0          1    0.00079592       0        0.50515    0.62093    0.79185      0.8643    0.94316    0.99639     1.0452      1.0768       1.1336     1.1907     1.5075     1.5663     1.5681    1.6017    1.8097    1.8184    2.2529        0.42219             0.62918              0.39113               0.67884              0.41658             0.67543              0.09134                     1          0.00020101    0.0047827    0.028414    0.066147      0.10045      0.15181      0.18751       0.27126     0.47412      0.55272      0.65921      0.73838      0.79601      0.85853      0.93331      0.98439       0.99867  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=138    2.1041     0.90762    0.030841        0.17915          0.19705               9.2955                0.11679        -15.404    0.012088

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.419571 seconds.
Elapsed time is 1.253536 seconds.
                    mean        sd       coefofvar      min        max       pYis0      pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15         p20         p25        p35        p50          p65          p75         p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    _______    ________    __________    ________    _______    _______    _______    _______    ________    ________    _______    _______    ________    _________    _________    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.48787     4.2699      8.7521         -116    7.4578          0    0.21631     0.78369    2.8085e-06       0        -61.798    -12.004    -3.5027    -1.8565    -0.80068    -0.11367    0.40661      1.012      1.5364        1.857       1.9909     2.0254     2.0254     2.2507     2.2692     2.5604     2.5902         18.232                   1               5.0243               0.73829               5.6523             0.75199               0.5608               0.47486            -0.18175       -0.629     -1.1317      -1.389      -1.5029      -1.5382       -1.505      -1.3237     -0.89101     -0.43273     -0.057491     0.43474      0.43474      0.61606      0.85276      0.96511       0.99465  
    cl_mt_pol_a    -1.2281     1.5938     -1.2978      -15.028    47.209    0.20004    0.77068    0.029287    5.3652e-08       0        -10.421    -6.6217    -4.3201    -3.6337      -2.543     -2.4385    -1.8409    -1.2433    -0.65929    -0.049158    -0.048148          0          0          0          0    0.59525    0.59525         5.0243             0.73829               2.5402                     1               2.7384             0.97603              0.28706                0.6512            0.010481     0.080983     0.25447     0.40087      0.52846      0.64436      0.78209      0.91312      0.95465       1.0108        1.0147      1.0147       1.0147       1.0147       1.0147        1.001         1.001  
    cl_mt_coh       -1.224     1.7604     -1.4382      -15.372    50.149          0    0.60917     0.39083    2.1819e-07       0        -11.279    -7.2455    -4.6053    -3.9086     -2.6326     -2.5738    -1.9064    -1.2684    -0.57167     0.066344     0.095716    0.12012    0.14949    0.14949    0.14949     0.7631     0.7631         5.6523             0.75199               2.7384               0.97603               3.0988                   1              0.35534               0.72982            0.011274     0.088414     0.27775     0.43346      0.56985      0.69141      0.83418      0.88449       1.0511       1.0481         1.039      1.0337       1.0184       1.0184       1.0184       1.0011        1.0011  
    cl_mt_pol_c      1.151    0.27659     0.24031     0.012088    5.4183          0          0           1    0.00011013       0        0.19731    0.46282    0.69184    0.80635     0.87518     0.94497    0.97362     1.0348      1.1744       1.2452       1.2498     1.3081     1.4476     1.5581     1.6878     1.6878     1.7061         0.5608             0.47486              0.28706                0.6512              0.35534             0.72982               0.0765                     1          0.00014164    0.0032907    0.025753      0.0601     0.094778       0.1369      0.19053       0.2782      0.44224      0.58027       0.70916     0.74361      0.80008      0.85724      0.98775      0.98775       0.99874  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=139    2.9955     0.92332    0.042005        0.91107          0.47815               6.5999                0.10928        -5.9973    0.0083302

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.617638 seconds.
Elapsed time is 1.644389 seconds.
                    mean       sd      coefofvar       min        max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90     fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    _________    ______    __________    __________    _______    __________    ________    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    __________    _________    _________    ___________

    cl_mt_val      0.5999    33.113      55.197         -9712    6.2066             0       0.31933    0.68067    8.6931e-07    0.025125    -18.817    -16.265     -11.04     -11.04    -4.5462    -2.5735    -2.5735     1.048    3.2263    4.8527    5.3566    5.5492    5.7029    5.9482    5.9968    6.2066    6.2066         1096.5                    1              63.053               0.14984               65.266             0.14884               7.7027               0.089716           -0.54597    -0.94823     -2.9516     -2.9516      -3.2851      -3.8259      -3.8259      -3.8948      -3.3164      -2.2542      -1.4053     -0.95519      -0.4912     -0.0011284     0.67394         1             1     
    cl_mt_pol_a    24.317    12.708     0.52261        -5.851    47.984    2.7098e-05    3.4631e-05    0.99994    1.6732e-08    0.087439     6.8569     10.695     10.695     10.695     10.695     10.695     11.792    16.179    20.018    28.792    34.275    37.565    41.404    45.791    47.984    47.984    47.984         63.053              0.14984               161.5                     1               167.95             0.99798               22.014                 0.6681          0.0001598     0.10351     0.10351     0.10351      0.10351      0.10351       0.1149      0.17306      0.28553      0.43922       0.5655        0.638      0.71881        0.80775           1         1             1     
    cl_mt_coh      25.458    13.242     0.52017       -5.9653     50.14             0     3.528e-05    0.99996    1.3603e-08    0.044213     6.7134     11.204     11.258     11.258     11.285     11.285       12.4    16.972    20.971    30.087    35.828    39.283    43.283    47.854    50.113     50.14     50.14         65.266              0.14884              167.95               0.99798               175.36                   1               22.587                0.65782         0.00011553    0.005461    0.051614    0.051614      0.10413      0.10413      0.11172      0.16877      0.28231      0.43164      0.55998      0.63878      0.71944        0.80819     0.91292         1             1     
    cl_mt_pol_c    2.3011    2.5928      1.1268     0.0083302    16.444             0             0          1    2.4967e-06    0.025125    0.46297    0.46297    0.52734    0.52734    0.89398    0.89398    0.96308    1.2395     1.857    2.2716     2.594    2.8474    3.4705    3.8621    4.5487    16.444    16.444         7.7027             0.089716              22.014                0.6681               22.587             0.65782               6.7228                      1           0.003085    0.003085    0.027944    0.027944      0.07137      0.07137     0.077648      0.16009      0.21978      0.35201      0.45747      0.51648      0.58866        0.66573      0.7969         1             1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=140    1.6257     0.93969    0.046043       0.073254          0.10503               3.6978                0.13151        -10.312    0.026782

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.557360 seconds.
Elapsed time is 0.838055 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5         p10         p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    _______    __________    _______    __________    ________    ________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        3.7271    0.13488     0.03619       -10.35    14.623          0    5.1923e-12          1    2.1929e-18       0          3.1381      3.3116      3.5346      3.5346     3.6527     3.6527     3.6879     3.6879     3.6879     3.7861     3.7861     3.8389     3.8389     3.9238     3.9238     3.9847     4.0496        0.018194                  1              0.012021              0.85653             0.0093738            0.59123              0.013185              0.84939           0.0015879     0.011617      0.13683      0.13683     0.23289      0.23289      0.49629      0.49629      0.49629      0.76818      0.76818      0.86911      0.86911      0.98689      0.98689      0.99245       0.99988  
    cl_mt_pol_a    0.060252    0.10405      1.7269      -10.061    47.211    0.48702      0.023559    0.48942    5.8075e-18       0        -0.44253     -0.4316           0           0          0          0          0          0          0    0.14345    0.14345    0.14345    0.14345    0.14345    0.14345    0.14345    0.14345        0.012021            0.85653              0.010826                    1             0.0084085             0.6875             0.0056051              0.46807           -0.031813     -0.07672     -0.16661     -0.16661    -0.16661     -0.16661     -0.16661     -0.16661     -0.16661      0.99834      0.99834      0.99834      0.99834      0.99834      0.99834      0.99834       0.99834  
    cl_mt_coh       0.18524    0.11755     0.63457       -10.28    50.168          0      0.023557    0.97644    5.8443e-18       0         -0.3993    -0.33113    0.066083    0.066083    0.10017    0.10017    0.13425    0.13425    0.16833    0.25022     0.2843     0.2843     0.2843    0.31838    0.31838    0.31838    0.31838       0.0093738            0.59123             0.0084085               0.6875              0.013817                  1             0.0045631              0.33731          -0.0087524    -0.032982    -0.017405    -0.017405    0.047472     0.047472      0.15465      0.15465      0.27888      0.53511      0.76315      0.76315      0.76315      0.99924      0.99924      0.99924       0.99924  
    cl_mt_pol_c      1.2823    0.11509    0.089749     0.026782    4.5332          0             0          1    1.3035e-16       0         0.92715      1.0416      1.0858      1.0858     1.2359     1.2359     1.2716     1.2716     1.2716     1.2782     1.2782     1.3458     1.3458     1.4958     1.4958     1.6006     1.7507        0.013185            0.84939             0.0056051              0.46807             0.0045631            0.33731              0.013245                    1           0.0016075    0.0078922      0.10804      0.10804     0.20967      0.20967      0.47881      0.47881      0.47881      0.74537      0.74537      0.84851      0.84851      0.98413      0.98413      0.99066             1  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=141    4.2522     0.91036    0.055269        0.77376          0.19842               3.4581                0.13747        -6.9961    0.026091

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.723550 seconds.
Elapsed time is 1.505894 seconds.
                    mean       sd       coefofvar      min        max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5         p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5      fracByP10    fracByP15    fracByP20     fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    ________    _______    __________    __________    _______    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    ___________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.1736     15.356      7.0646       -43428    3.3999            0    0.068884    0.93112     2.016e-08    4.1561e-09    -13.053     -3.4698    -0.45348    0.72857    1.0541    1.5564    1.9538    2.4095    2.7398    2.9308    3.0102    3.0328    3.0737    3.1129    3.1707    3.2426    3.3063          235.8                    1              5.5015               0.069983              5.7367             0.069138             0.51582               0.073096           -0.022676     -0.047774      -0.070451    -0.065124    -0.038749    -0.0096682    0.035971      0.14735      0.32747      0.52622      0.65711      0.73653      0.79234      0.85812       0.9321      0.98513       0.99849  
    cl_mt_pol_a    7.9796     5.1194     0.64156      -6.8254    47.381    0.0098437    0.022522    0.96763    4.8595e-09    1.7013e-08    -1.6294    -0.55359     0.53505     1.0862    1.6373    2.1884    3.2907    5.4952    8.2509    10.455    12.109    13.211    13.211    14.313    15.967    18.722    24.234         5.5015             0.069983              26.208                      1              27.573              0.99677              2.1541                0.91565         -0.00027359    -0.0014425    -0.00045979     0.012147     0.018195      0.026079    0.047396      0.11448      0.25172      0.40761      0.55443      0.72451      0.72451      0.80513      0.89641       0.9748        0.9969  
    cl_mt_coh      8.5455     5.4035     0.63232      -6.9641    50.176            0    0.015304     0.9847    6.8702e-09    4.3556e-09    -1.6578    -0.49458     0.74058     1.2862    1.8318    2.4854    3.6126    5.9029    8.7749    11.209    12.954    14.009    14.117    15.244    16.989    19.933    25.713         5.7367             0.069138              27.573                0.99677              29.198                    1              2.2674                0.91312          -0.0002714    -0.0013152     0.00022835     0.010332       0.0168      0.028573    0.047322      0.10687      0.22939      0.41113      0.55731      0.63456      0.72645      0.79699      0.89018      0.97502       0.99671  
    cl_mt_pol_c    1.7213    0.45954     0.26698     0.026091    5.6742            0           0          1    4.2737e-08    4.1561e-09    0.48148     0.74469     0.80639      1.254    1.2845     1.388    1.4368    1.5407    1.7109    1.8454    1.9241    1.9972     2.089    2.2874    2.6276    2.9143    3.2189        0.51582             0.073096              2.1541                0.91565              2.2674              0.91312             0.21118                      1          0.00026437      0.003817       0.025008     0.081049     0.092965       0.13592     0.17304      0.25991      0.41646      0.56079       0.6842      0.72887      0.78751      0.84447      0.91863      0.98279       0.99816  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=142     2.763      0.918     0.032617       0.018074          0.35379               6.7853                0.1364         -7.3631    0.0067792

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.487744 seconds.
Elapsed time is 0.962959 seconds.
                      mean         sd       coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15        p20        p25         p35         p50        p65        p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   __________    _______    _________    _________    ______    ________    _______    _______    __________    __________    _______    _______    _______    ________    _______    _______    ________    ________    _______    _______    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val          1.3917     7.6939      5.5285       -3776.5    6.1348           0    0.12803    0.87197    1.2754e-07    3.9304e-96     -16.49    -4.9126    -1.2799    -0.17375     0.5808    0.72236      1.2382      1.7077     2.0656     2.3168     2.3168     2.4332     2.5181     2.629    2.7435    3.0485    3.3849         59.196                   1               2.2387               0.22588               2.4158             0.22476               0.35172              0.18521           -0.062325     -0.1241    -0.20375    -0.22837     -0.22056      -0.2007     -0.15039     -0.04718      0.24576      0.56933      0.56933      0.67729      0.75251      0.85746      0.89687      0.97871       0.99758  
    cl_mt_pol_a      -0.10146     1.2882     -12.697       -7.1835    48.421    0.057863    0.42378    0.51836    1.4176e-08    2.7883e-94      -4.53     -3.474    -2.4179     -1.8899    -1.3619    -1.3285    -0.83386    -0.30584    0.23852    0.80537    0.80537    0.80537    0.80537    1.3722    1.9391    2.5059    4.2065         2.2387             0.22588               1.6595                     1               1.6818             0.93447               0.24953              0.78476            0.056555     0.49118      1.7274      2.6244       3.6668       4.1902       4.6436       5.2222       5.0049       3.1773       3.1773       3.1773       3.1773       2.1891       1.6337        1.297         1.028  
    cl_mt_coh      -0.0012997      1.397     -1074.9       -7.3311    50.175           0    0.42375    0.57625     6.122e-08    1.4442e-94    -4.8828    -3.7121    -2.5414     -1.9561    -1.3708    -1.3351    -0.78543    -0.20009     0.3496    0.89929    0.97058     1.0062     1.0062    1.5559    2.1056    2.7622    4.4826         2.4158             0.22476               1.6818               0.93447               1.9517                   1               0.27298              0.79163               5.648        40.9      143.26      219.55       301.57       341.43       373.21       413.78       406.65       357.36       282.79       190.81       190.81       148.93       94.336       25.947        4.8505  
    cl_mt_pol_c        1.2311    0.24683      0.2005     0.0067792    5.0152           0          0          1    2.0082e-06    3.9304e-96    0.32193    0.59865    0.86681     0.96459     1.0246     1.0776       1.098      1.1632     1.1963     1.2428     1.3106     1.4432     1.4802    1.4987    1.8001    1.8371    1.9111        0.35172             0.18521              0.24953               0.78476              0.27298             0.79163              0.060926                    1          0.00035573    0.004225    0.032245    0.066355      0.10718      0.16132      0.20422      0.28873      0.43523      0.58015      0.69077      0.74714      0.84822      0.86858      0.95654      0.99149       0.99863  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=143    1.6777     0.94959    0.0028856       0.28857          0.26496               8.5198                0.12659        -14.444    0.026784

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.359078 seconds.
Elapsed time is 0.374362 seconds.
                    mean        sd       coefofvar      min        max      pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1         p1          p5         p10       p15        p20         p25         p35         p50        p65        p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ______    __________    _______    __________    ________    _______    ________    ________    _______    ______    ________    ________    ________    _______    _______    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       3.7701    0.54817      0.1454      -12.595    13.551         0    0.00011912    0.99988    7.3055e-09       0         1.3879      2.3498      2.9982     3.0302    3.0302      3.5636      3.5802      3.5802     3.9812     3.9812     4.0596     4.0768     4.4127     4.4127    4.4127    5.0447    5.5435        0.30049                   1               0.26539              0.90017               0.22827            0.75761               0.12105              0.76221          0.00020334    0.0094209     0.049755       0.1309      0.1309       0.19176       0.35981      0.35981     0.68428      0.68428      0.70819      0.77252      0.94245      0.94245      0.94245      0.99343       0.99854  
    cl_mt_pol_a    0.38033    0.53782      1.4141      -14.092    48.545    0.1151      0.057917    0.82698    1.3514e-09       0        -1.7308    -0.60427     -0.5634          0         0    0.022804    0.022804    0.022804    0.67851    0.67851    0.67851    0.67851    0.67851    0.67851    1.3342    1.9899    3.3013        0.26539             0.90017               0.28925                    1               0.24403            0.82552              0.077646              0.49834          -0.0069284    -0.032282     -0.10354     -0.10354    -0.10354     -0.084382     -0.084382    -0.084382     0.68364      0.68364      0.68364      0.68364      0.68364      0.68364      0.88348      0.96332       0.99606  
    cl_mt_coh      0.52109    0.54964      1.0548      -14.412    50.162         0      0.057909    0.94209    1.1162e-09       0        -1.7879    -0.57021    -0.47269    0.11989    0.1524      0.1524     0.16204     0.18491    0.74497    0.80999     0.8425     0.8425     0.8425     0.8425    1.5001    2.1577    3.4729        0.22827             0.75761               0.24403              0.82552                0.3021                  1              0.092193              0.57898          -0.0052438    -0.023343    -0.068031    -0.056999    -0.02285      -0.02285    -0.0015224     0.066045    0.081876      0.33237      0.74714      0.74714      0.74714      0.74714      0.90919      0.97185       0.99701  
    cl_mt_pol_c     1.2768     0.2897     0.22689     0.026784    4.2593         0             0          1    4.1938e-07       0        0.66195     0.73584     0.80717    0.83004    1.1511      1.1958      1.1958      1.2225     1.2244     1.2244     1.2263     1.4648     1.4946     1.8534    1.8534     1.861    1.8858        0.12105             0.76221              0.077646              0.49834              0.092193            0.57898              0.083929                    1          0.00083675    0.0061195      0.03427     0.083621     0.11052       0.19748       0.19748      0.42337     0.64873      0.64873      0.67859      0.76124       0.7877      0.95392      0.95392      0.98573       0.99853  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=144    2.2811     0.93089    0.056097        0.31307          0.34713               7.4279               0.096295        -15.446    0.022741

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.522342 seconds.
Elapsed time is 2.501635 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20         p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50     fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.8778     7.1574      2.4871      -96.678    9.4462           0    0.13411    0.86589    1.1386e-05    1.0441e-17    -78.981    -29.802    -6.4935    -1.2958    0.69127        1.93      2.831     3.999    4.8845    5.4461    5.8869    6.0241    6.1552    6.2898    6.5054    6.8273    7.2877         51.228                   1                27.69               0.69229               29.796             0.70026               1.9988               0.67617           -0.031849     -0.17771     -0.37081     -0.4276     -0.43031     -0.40453     -0.35578     -0.23327     -0.0099043     0.26219      0.47288      0.56644       0.6658      0.82282      0.90876      0.97596        0.9975  
    cl_mt_pol_a    4.5011     5.5884      1.2416      -15.069    47.344    0.011951    0.22203    0.76601    1.2707e-06    1.7218e-16    -12.871    -9.2156    -5.6526    -3.7333    -1.9058    -0.68749    0.55103     2.448    4.9774    7.5068    9.4038    10.036    10.668    11.301    11.933     13.83    16.992          27.69             0.69229                31.23                     1               33.058             0.99505               2.1679               0.93928           -0.003596    -0.027381    -0.089454    -0.13885     -0.17133     -0.18186     -0.17868     -0.14031     -0.0094357       0.225      0.48124      0.58401      0.69772      0.84435      0.90323      0.97307       0.99682  
    cl_mt_coh      4.8397     5.9448      1.2284      -15.414    50.123           0    0.20926    0.79074    1.5797e-06    9.4502e-17    -13.987    -9.9798    -5.9957    -3.9695    -1.9661    -0.63043    0.70519    2.7086    5.3799    8.0511    9.9861    10.677    11.367    12.035    12.703    14.729    18.068         29.796             0.70026               33.058               0.99505               35.341                   1                2.307                0.9396          -0.0035332     -0.02735    -0.089001    -0.13776      -0.1692     -0.17874     -0.17439      -0.1346     -0.0027921     0.23109      0.39603      0.50159      0.63856      0.76602      0.87217      0.97337       0.99686  
    cl_mt_pol_c    1.5148    0.41302     0.27266     0.022741    6.1918           0          0          1    0.00032315    1.0441e-17    0.17636     0.4297     0.7615    0.94708     1.1012       1.212      1.283    1.4067    1.5587    1.7006    1.7796     1.815     1.878    1.9489    2.0807    2.5538    2.7312         1.9988             0.67617               2.1679               0.93928                2.307              0.9396              0.17058                     1          8.5083e-05    0.0021234     0.018608     0.04728     0.081697      0.12562       0.1746      0.24902        0.39589     0.56548      0.69447      0.75556      0.80248      0.85606      0.92329      0.98852        0.9988  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=145     4.022     0.91523    0.020319        0.60075          0.13999               5.9062                0.11562        -13.256    0.014762

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.377680 seconds.
Elapsed time is 0.613037 seconds.
                     mean         sd       coefofvar        min         max       pYis0      pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1         p1          p5         p10         p15         p20         p25         p35         p50        p65        p75        p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    ___________    ______    _______    ________    _______    __________    ________    _______    ________    ________    ________    ________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         1.5201     46.505      30.593     -1.1286e+05    3.7611          0    0.030314    0.96969    2.6656e-09       0        -4.2562    -0.97409     0.54951      1.0676      1.0761       1.132       1.519      1.5405     1.7111     1.8189      1.885     1.9795      2.042      2.042     2.1738    2.2845    2.5198         2162.7                    1             0.69746               0.022157              0.79115            0.023617              0.12697              0.012844         -0.028822     -0.039744    -0.034635    0.0086416    0.031824     0.066511      0.13959      0.22346       0.4153      0.62807      0.67267      0.76046      0.90108      0.90108      0.95394      0.98521       0.99879  
    cl_mt_pol_a    -0.027386    0.67688     -24.716         -12.932    48.372    0.15686     0.42501    0.41814    2.4144e-10       0        -3.7819     -2.1328     -0.9267    -0.88906    -0.32363    -0.31693    -0.31693    -0.31049          0    0.29312    0.29312    0.29312    0.29312    0.29312    0.92574    1.5583    2.8236        0.69746             0.022157             0.45817                      1              0.46964             0.96321              0.09004               0.62579           0.17874        1.0605       3.5888       5.1344      5.9805       7.1407       7.1407       8.8192       8.8192        5.399        5.399        5.399        5.399        5.399       3.3034       1.5725         1.107  
    cl_mt_coh       0.077487    0.72034      9.2963         -13.224    50.148          0     0.42502    0.57498    8.8208e-10       0        -4.0712     -2.1928    -0.90186    -0.84387    -0.25639     -0.2274     -0.2274     -0.1984    0.11899    0.38907    0.41807    0.44707    0.44707    0.44707     1.0925     1.738    3.0289        0.79115             0.023617             0.46964                0.96321              0.51889                   1             0.098249               0.64165         -0.067901      -0.39403      -1.3005      -1.8218     -2.0657      -2.3599      -2.3599      -2.7389       -2.627      -2.1397      -1.5985     -0.74403     -0.74403     -0.74403       0.1108      0.78367       0.96017  
    cl_mt_pol_c        1.261    0.21257     0.16857        0.014762    3.8929          0           0          1    4.5857e-08       0        0.66115     0.79543     0.92922     0.93565     0.95155      1.1707      1.2191      1.2323      1.261     1.2642     1.2856     1.3389     1.6165      1.638      1.638    1.6637    1.9321        0.12697             0.012844             0.09004                0.62579             0.098249             0.64165             0.045184                     1         0.0004836     0.0062009     0.063407     0.087725     0.10823      0.15279      0.23806      0.31709      0.58328      0.61937      0.71798      0.78178      0.80882      0.94856      0.94856      0.98998       0.99891  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=146    1.2598     0.95352    0.047594        0.50149          0.37538               9.0743                0.12753        -14.352    0.012153

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.521450 seconds.
Elapsed time is 5.143201 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _______    _________    _______    __________    __________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      18.857     4.2857     0.22727      -5.5085    23.808          0    0.0013626    0.99864    4.0558e-06    0.00093501    -0.83965     4.7181    9.5972    12.574    14.662    16.093    17.204    18.775    20.342    21.437    21.944    22.157     22.43    22.679    22.934    23.294    23.741         18.367                   1               51.149               0.97985               53.486             0.97762               2.5921               0.92203          -0.00014557      0.0016043     0.018084     0.04731     0.083126      0.12385      0.17249      0.26726      0.42345      0.59993      0.70102      0.75997      0.83159      0.88172      0.94537      0.98774       0.99882  
    cl_mt_pol_a    32.379      12.18     0.37619      -14.002    47.728    0.00191     0.005336    0.99275    3.5996e-07      0.013326     -5.1575     0.7171    7.6121    13.253    18.268    22.029    25.163    30.178    35.819    40.207    42.087    43.341    44.594    45.221    45.848    47.728    47.728         51.149             0.97985               148.36                     1               155.34             0.99898               7.5123               0.94022          -0.00028857    -0.00041561    0.0056656    0.021785     0.049534     0.082111      0.11959      0.20642      0.36345      0.55478      0.66077      0.73769      0.82189      0.86836      0.93376            1             1  
    cl_mt_coh       34.06     12.766     0.37481       -14.32    50.163          0    0.0053412    0.99466    4.3373e-07     0.0082122     -5.6848    0.91447    8.1048    14.047    19.202    23.175    26.458    31.744    37.687    42.251    44.253    45.567    46.847    47.537    48.193     50.13    50.163         53.486             0.97762               155.34               0.99898               162.97                   1               7.8263               0.93459          -0.00029339    -0.00039437    0.0051849    0.022119     0.045741     0.077092      0.11278      0.19908      0.36416      0.53546      0.66122      0.73806      0.79555      0.86855      0.93386      0.98791             1  
    cl_mt_pol_c    2.8177    0.65597      0.2328     0.012153    6.4561          0            0          1    0.00019348    0.00093501     0.85215     1.2025    1.5903    1.8813    2.0972    2.2762    2.4256    2.6643    2.9328    3.1416    3.2606    3.3133    3.3729    3.5291     3.738    4.0369    5.7994         2.5921             0.92203               7.5123               0.94022               7.8263             0.93459               0.4303                     1           0.00023747      0.0040498     0.024964    0.055564     0.090188      0.12904      0.17567      0.26638      0.41838      0.58834      0.68918      0.75069      0.81076      0.86695      0.93625      0.98343       0.99786  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=147    3.3173     0.92632    0.0080339      0.072676          0.37702               9.9147                0.13163        -11.263    0.0015551

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.401190 seconds.
Elapsed time is 0.568118 seconds.
                    mean        sd       coefofvar        min         max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10         p15        p20         p25          p35          p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    ________    _______    _______    __________    ___________    _______    _______    _______    ________    _______    ________    ________    __________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.85157     508.08      596.64     -1.3885e+06    5.2581           0    0.11133    0.88867    1.6389e-09    7.0785e-202    -24.583     -9.911    -2.7719    -0.93849    0.22557      1.0479      1.0687        1.6386     1.9932     2.1284    2.2275    2.3554    2.4091    2.5294     2.686    2.9516    3.2299       2.5814e+05                  1              5.2832              0.0079777              6.2382            0.0089001              0.75713             0.0059365           -0.51612     -0.63927    -0.84787    -0.90935      -0.9043     -0.83953     -0.79339     -0.62313     -0.16261     0.0095074      0.34425      0.49677      0.60533     0.76281      0.87903       0.9733       0.99626  
    cl_mt_pol_a    0.29579     1.3034      4.4067         -10.988    49.602    0.064633    0.40807    0.52729    1.8371e-11    7.0785e-202    -3.4041    -2.9085    -2.2191     -1.6667    -1.1142    -0.57538    -0.56183    -0.0094128    0.60958    0.60958    1.2297    1.2297    1.2297    1.8499      2.47    3.7103    4.9506           5.2832          0.0079777              1.6989                      1               1.659              0.92259              0.24068               0.73559           -0.03003     -0.11901    -0.48873    -0.75605      -1.0392      -1.1182      -1.2566      -1.2603     -0.86579      -0.86579    0.0094892    0.0094892    0.0094892     0.44933      0.69638      0.92671        0.9859  
    cl_mt_coh       0.4093     1.3795      3.3705         -11.231    50.168           0    0.29036    0.70964    7.8267e-11    2.1911e-200    -3.6612    -3.0361    -2.3427     -1.7176    -1.0924    -0.50142     -0.4673       0.13437    0.74885    0.78297    1.4081    1.4081    1.4081    2.0332    2.6242    3.8745    5.1589           6.2382          0.0089001               1.659                0.92259              1.9031                    1              0.26364               0.76132          -0.012539    -0.092069    -0.37458    -0.57311     -0.77432     -0.82472     -0.90789     -0.88943     -0.72022      -0.48433      0.23172      0.23172      0.23172     0.57834      0.64558       0.9069       0.98946  
    cl_mt_pol_c     1.2411    0.25102     0.20226       0.0015551     4.054           0          0          1    4.1012e-08    7.0785e-202    0.22956     0.6038    0.82195      0.9567     1.0527      1.1021      1.1456         1.181      1.186     1.2816    1.4377    1.4582    1.4632    1.4682    1.8111    1.8211    1.9422          0.75713          0.0059365             0.24068                0.73559             0.26364              0.76132             0.063012                     1         0.00024728    0.0041256    0.028123    0.065756      0.10545      0.16461      0.20397      0.37363      0.51678       0.60133      0.69938      0.77716      0.83141     0.86657      0.95319      0.98944       0.99913  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=148    3.4099     0.90419    0.029635       0.091436          0.24108               9.9663                0.12853        -7.5553    0.024198

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.506980 seconds.
Elapsed time is 1.271736 seconds.
                     mean        sd       coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35         p50        p65         p75         p80         p85        p90         p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    _______    _______    _______    __________    ________    _______    _______    _______    _______    _______    _______    _______    ________    _______    ________    ________    ________    _______    ________    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.55234     3.4763     -6.2937      -3256.2    4.1097          0    0.42829    0.57171    2.8549e-09       0        -20.995    -11.673    -6.7441     -4.012    -2.2881    -2.1367    -1.0787    -0.19396     0.5027      1.0673      1.3956      1.6518      1.684      1.7445     1.8769    2.0294    2.2315         12.084                   1               3.9638               0.78977               4.3103             0.77306               0.58688              0.70513           0.076221       0.54078      1.0625      1.5378       1.9121       2.0615       2.1827       2.3068       2.2576       2.0161        1.776       1.5043       1.4224       1.3282        1.116       1.0296        1.0037  
    cl_mt_pol_a     -1.5726     1.4438    -0.91807       -7.371    47.991    0.10353    0.79105    0.10542    4.9557e-12       0        -5.1335    -4.6131    -4.0927    -3.5723    -3.1235    -3.0519    -2.5909     -2.0583    -1.4907    -0.97026    -0.44985           0          0    0.077335    0.64773    1.2181    1.7885         3.9638             0.78977               2.0845                     1               2.2512             0.97215               0.28589              0.82705          0.0056526      0.090732      0.1965     0.33646      0.40648       0.5124      0.56971      0.72479        0.925       1.0002       1.0365       1.0365       1.0365       1.0348        1.012       1.0021        1.0006  
    cl_mt_coh       -1.6113     1.6039     -0.9954      -7.5233    50.165          0    0.79103    0.20897    2.8631e-10       0        -5.6288    -5.0747    -4.4542    -3.8669    -3.3128    -3.2796    -2.7255     -2.1382    -1.5177    -0.93045    -0.34315    0.098261    0.16452     0.21102    0.83145    1.3856     2.006         4.3103             0.77306               2.2512               0.97215               2.5726                   1               0.33271              0.86639          0.0060124      0.038172     0.20784     0.35471      0.42019      0.53792       0.5968      0.75444      0.95731        1.028        1.056       1.0555       1.0464       1.0449       1.0134       1.0096        1.0006  
    cl_mt_pol_c      1.0923    0.23942      0.2192     0.024198    4.5805          0          0          1    3.2341e-08       0        0.26688    0.48452    0.71023    0.79799    0.86097     0.9109    0.93176       1.025     1.1116      1.1812      1.2363      1.2555     1.2724      1.3202     1.4494    1.7967    1.8475        0.58688             0.70513              0.28589               0.82705              0.33271             0.86639              0.057323                    1          0.0011005     0.0044711    0.030567     0.06135      0.10437      0.14857      0.18332       0.2854      0.44333      0.58088      0.70829      0.74299      0.80341      0.86064      0.93183      0.99268       0.99841  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save     fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    __________    _____________    _____________    ______________________    _______________    _______    _________

    j=149    1.4895     0.88001    0.00065962       0.33755          0.46781               8.5822                0.09673        -14.302    0.0081579

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.332317 seconds.
Elapsed time is 0.563233 seconds.
                    mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1          p1          p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90         p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    _______    ________    __________    ________    _________    _________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -4.2641     5.3582     -1.2566       -18.081    8.4913           0      0.739       0.261    0.00097621       0           -17.93       -17.93    -15.393    -12.428    -10.704    -9.1567    -7.6334    -5.4977    -2.8571    -1.0225    0.22293    0.66719     1.2408      1.6037     1.9483     2.8268    3.6101          28.71                   1               15.271               0.72351               21.527             0.93948               2.1121               0.90619            0.063748      0.063748     0.19906     0.36226      0.50067      0.61129      0.70904      0.85866       1.0144        1.074       1.0828       1.0778       1.0639       1.0496       1.0299       1.0073        1.0009  
    cl_mt_pol_a    -6.1906     3.9391     -0.6363       -13.953    46.688    0.042648    0.93178    0.025572    6.1962e-05       0          -13.481      -13.257    -12.442    -11.626    -10.824    -10.049    -9.4509    -8.2543    -6.4595     -4.134    -2.8699    -2.2716    -1.6734    -0.48474          0    0.78882     2.756         15.271             0.72351               15.517                     1               13.907             0.82559               1.1719               0.68393           0.0063263      0.022986     0.12846      0.2084        0.301      0.41231      0.47944      0.60513      0.77465       0.9069      0.96736      0.98273      0.99347       1.0021       1.0038       1.0025        1.0005  
    cl_mt_coh      -6.6183     4.2764    -0.64614        -14.27    50.124           0    0.93178    0.068218    7.2689e-05       0          -14.224      -14.201    -13.522    -12.256    -11.576    -10.897    -10.241     -8.929    -6.9605    -4.3589    -3.0237    -2.3676    -1.7114    -0.42208    0.12381    0.91316    2.8816         21.527             0.93948               13.907               0.82559               18.287                   1               1.7131               0.92092           0.0072529      0.023685     0.12782     0.21016      0.30324      0.41531      0.48283       0.6093      0.77906      0.91046      0.97037       0.9853      0.99554       1.0034        1.004       1.0025        1.0005  
    cl_mt_pol_c     1.1199    0.43499     0.38843     0.0081579    8.2093           0          0           1      0.028351       0        0.0081579    0.0081579    0.49753    0.58341    0.67114    0.74778    0.81015    0.92734     1.1341     1.3324     1.4619     1.5309     1.5796      1.6162     1.6834     2.2733    2.7975         2.1121             0.90619               1.1719               0.68393               1.7131             0.92092              0.18921                     1          0.00020653    0.00020653    0.011955    0.033238     0.064251     0.095443      0.13118      0.20498      0.35583      0.51257      0.63149       0.6975      0.77328      0.83878      0.91237      0.97924       0.99817  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=150    3.3661     0.90249     0.05004       0.030178          0.32992               8.9634                0.12753        -7.1704    0.028774

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.444036 seconds.
Elapsed time is 1.500567 seconds.
                     mean         sd       coefofvar      min        max        pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20         p25         p35         p50         p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    ________    ______    _________    _______    _______    __________    __________    _______    _______    _______    _______    _______    ________    ________    _______    _________    _______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.088463     14.338     -162.08      -1869.6    4.1779            0    0.24746    0.75254    2.2538e-06     1.129e-78    -76.402    -14.962    -4.3784    -2.2891    -0.9479    -0.80906    0.011885    0.70068       1.4948     1.7977     1.9439      2.019    2.0985    2.1682    2.3001    2.5283    2.7807         205.59                   1               6.0623               0.24152               6.8605             0.25038               0.87923              0.24269              3.7167       6.5899      10.843      12.713      13.895        14.181       14.324       13.822       11.736       8.8688       7.0025       5.8885       4.2588       3.4698       2.1058        1.274        1.0324  
    cl_mt_pol_a     -0.46492     1.7505     -3.7653      -6.9955    47.617    0.0023734    0.58527    0.41236    9.4382e-08    7.3426e-77    -5.4485    -4.2898    -3.3308    -2.8013     -2.326     -2.2203     -1.7425    -1.1855     -0.15422    0.39374    0.94931    0.94931    1.5049    1.5049    2.0605    3.1716    4.8383         6.0623             0.24152               3.0644                     1               3.2479             0.97088               0.37932              0.85762            0.013646      0.15179     0.48333     0.82661       1.089        1.3908       1.5084        1.915       2.0679       1.9967       1.7675       1.7675       1.3703       1.3703       1.1931       1.0514        1.0052  
    cl_mt_coh       -0.40409      1.911     -4.7292      -7.1384    50.163            0    0.58523    0.41477    4.0298e-07    4.4993e-77    -5.8732    -4.6737    -3.5397    -2.9564    -2.4058     -2.3402     -1.7568    -1.1734    -0.039502    0.57668       1.16       1.16    1.7106    1.7434    2.3268    3.4935     5.178         6.8605             0.25038               3.2479               0.97088               3.6519                   1               0.40837              0.84578            0.019309      0.18975     0.59052      1.0089      1.3328        1.7035       2.0549       2.3142       2.4636       2.3141       1.9967       1.9967       1.7968       1.4724       1.2439       1.0642        1.0137  
    cl_mt_pol_c        1.195    0.25266     0.21142     0.028774     5.613            0          0          1    2.6226e-05     1.129e-78    0.28414    0.47135    0.78491    0.89968    0.96566     0.98286      1.0488     1.1148       1.2197     1.2753     1.3345     1.3623    1.4052    1.4608    1.5554    1.8865    1.9699        0.87923             0.24269              0.37932               0.85762              0.40837             0.84578              0.063838                    1          0.00031428    0.0031045    0.030075    0.065185      0.1024       0.14133      0.19993      0.27766      0.45852      0.63683      0.71362      0.74554      0.80549      0.87073      0.92548      0.98811       0.99896  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=151    1.6145     0.95479    0.049821        0.5795           0.08085               8.2957                0.14279        -13.06     0.026152

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.439583 seconds.
Elapsed time is 5.713544 seconds.
                    mean       sd       coefofvar      min        max        pYis0         pYls0       pYgr0     pYisMINY      pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    __________    __________    _____    ___________    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      15.322     3.6739     0.23978      -9.3081    19.709             0    3.3178e-87      1       6.532e-107    0.0027094    6.5832    7.8203    9.1267    9.9048    10.627    11.225    12.017    13.713    16.058    17.871    18.858    19.299    19.549    19.601    19.601    19.654    19.709         13.498                   1               53.014               0.98356               55.659             0.98351               2.6586               0.97009          0.00043515    0.0050686    0.028513    0.059378     0.092794      0.12795      0.16816      0.25121       0.3964      0.56302      0.68304      0.74535      0.83127      0.94817      0.94817      0.99651          1     
    cl_mt_pol_a    27.727     14.671     0.52913      -11.703    47.627    7.5418e-07    1.7508e-56      1      1.1606e-107       0.1693    2.4328    4.2406     6.651    8.4587    10.267    11.472    13.279    18.703    27.139    36.178    42.204    45.217    47.627    47.627    47.627    47.627    47.627         53.014             0.98356               215.24                     1               225.99             0.99999               10.758               0.98305          9.2161e-05    0.0013107    0.010189    0.025606     0.046763     0.062026     0.084381      0.14639      0.26425      0.43716      0.57959      0.65896            1            1            1            1          1     
    cl_mt_coh      29.261     15.404     0.52644      -11.964    50.183             0     1.989e-56      1      9.8109e-108     0.099283    2.7368    4.6347    7.1651    9.0629    10.923    12.226    14.124    19.742    28.674    38.163    44.489    47.652    50.107    50.145    50.183    50.183    50.183         55.659             0.98351               225.99               0.99999               237.28                   1               11.297               0.98317           9.906e-05     0.001367    0.010459    0.026119     0.043089      0.06289     0.085375      0.14148      0.26562      0.43844      0.58068      0.65991      0.74769      0.82973            1            1          1     
    cl_mt_pol_c    2.6532    0.74595     0.28115     0.026152    4.0858             0             0      1      3.2672e-105    0.0027094    1.2473    1.3975    1.5733    1.6874    1.7774    1.8675    1.9636    2.1977    2.6284    3.0787    3.3746     3.469    3.6088    3.6448    3.6988    3.8489    4.0858         2.6586             0.97009               10.758               0.98305               11.297             0.98317              0.55645                     1          0.00056626    0.0057569    0.029651     0.05878     0.091223      0.12635      0.16621      0.23961      0.37656      0.53847      0.66044      0.74729      0.79018      0.92268      0.92881      0.99583          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=152    3.8242     0.87866    0.057266        0.74022          0.18827               6.713                 0.14783        -18.655    0.010501

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.712827 seconds.
Elapsed time is 1.018088 seconds.
                    mean        sd       coefofvar        min         max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5         p10         p15         p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35     fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    _______    _______    _______    __________    __________    _______    ________    ________    ________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.85012     6.0011      7.0592     -1.3724e+05    2.8798          0    0.18165    0.81835    1.9879e-11     7.534e-58    -10.944     -3.1384     -1.3965    -0.63718    -0.50802    0.22509    0.65301    0.65301     1.2926    1.4793    1.7024    1.8297    1.8297    1.9702    2.1206    2.3358    2.4855         36.014                   1               1.6189               0.15074               1.6381             0.14379              0.37481               0.16415           -0.025254      -0.1084     -0.19058     -0.26351     -0.26916     -0.27522      -0.1563       -0.1563    0.046759      0.32767      0.43566      0.67049      0.67049      0.75759      0.87009      0.97467       0.99707  
    cl_mt_pol_a      1.491     1.7897      1.2003           -18.2    47.292    0.23599    0.10246    0.66155     5.254e-13     7.534e-58    -1.0808     -1.0213    -0.40537    -0.38368           0          0          0    0.24607    0.90868    2.2339    2.2339    2.2339    3.5591    4.2218    4.8844    6.2096    8.8601         1.6189             0.15074                3.203                     1               3.3463             0.98494              0.49483               0.72667          -0.0013114    -0.013073    -0.031104    -0.044034    -0.044034    -0.044034    -0.044034     -0.030182     0.02007      0.44912      0.44912      0.44912       0.6254      0.68467      0.79962      0.96074       0.99488  
    cl_mt_coh       1.7328     1.8983      1.0955         -18.623    50.189          0    0.10245    0.89755    2.0935e-12    7.9924e-58    -1.0697    -0.99105    -0.32979    -0.25118     0.14992    0.14992    0.18923    0.37077     1.1499    2.5118    2.5511    2.5511    3.8736    4.6134    5.3533    6.7544    9.5567         1.6381             0.14379               3.3463               0.98494               3.6037                   1              0.53037               0.73428            -0.00119     -0.01168    -0.025435    -0.033131    -0.024428    -0.024428    -0.011236    -0.0080498    0.062516       0.3098      0.48166      0.48166      0.55862      0.67653      0.81315      0.96357       0.99528  
    cl_mt_pol_c     1.3611    0.38049     0.27955        0.010501    5.5166          0          0          1    5.5853e-10     7.534e-58    0.37645     0.64966      0.7966      0.7966      1.0568     1.1662     1.2124     1.2124     1.3024    1.3783    1.5492    1.5992    1.9732    1.9732    2.0491    2.2767    2.5394        0.37481             0.16415              0.49483               0.72667              0.53037             0.73428              0.14477                     1          0.00053278    0.0059362     0.074126     0.074126     0.092629      0.13091      0.26201       0.26201      0.4179       0.5516      0.66813      0.72832      0.89023      0.89023      0.92677      0.98299       0.99848  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=153    4.1066     0.91974    0.056376       0.012987          0.22121               2.8139                0.13527        -9.104     0.021426

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.595590 seconds.
Elapsed time is 2.404068 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10         p15        p20        p25        p35         p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90     fracByP95     fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    ___________    _______    _______    _______    ________    _______    _______    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    __________    __________    _________    ___________

    cl_mt_val       1.4322     6.7762      4.7315       -49293    3.9599           0    0.12532    0.87468    1.0393e-09    5.1034e-118    -12.925    -4.7472    -1.4942    -0.33993    0.28793    0.79093    0.96366      1.6026      2.048    2.2634    2.4571    2.5264    2.5751    2.6356    2.6356    2.7975    2.9029         45.917                   1               2.9326                  0.21               3.1385             0.20936               0.26688              0.17557           -0.019365    -0.064807     -0.1414     -0.1722     -0.17141     -0.15227     -0.12262     -0.026023     0.16533       0.3859      0.58241       0.7207      0.76192        0.91261       0.91261     0.98354        0.9982  
    cl_mt_pol_a    0.07206     2.0609      28.599       -8.882    47.332    0.020848    0.47384    0.50531    1.0105e-10    3.5869e-116    -5.7844    -4.6385    -3.4925      -2.845    -2.2866    -1.7735    -1.6443    -0.62759    0.51651    1.0874    1.6583    2.2293    2.2293    2.8002    2.8002    3.3711    4.5129         2.9326                0.21               4.2472                     1               4.4834             0.98337                0.3478              0.75232           -0.088432     -0.71284     -2.9826     -5.1332       -7.123      -8.4678      -9.6706       -11.064     -10.961      -9.5746        -7.35       -4.206       -4.206     -0.0088079    -0.0088079     0.53036       0.95966  
    cl_mt_coh      0.16324     2.2123      13.553       -9.072    50.173           0    0.41608    0.58392    7.9814e-09    7.0818e-117    -6.0212     -4.815    -3.6088     -2.9704    -2.3673    -1.7995    -1.6936    -0.59329    0.57763    1.2866    1.8897    2.4575    2.4928    3.0253    3.0959    3.7343    4.9052         3.1385             0.20936               4.4834               0.98337               4.8941                   1               0.41053              0.82724           -0.044028     -0.33973     -1.4054     -2.3992      -3.2885      -3.9114      -4.4639         -5.07     -5.1983      -4.2954      -3.2644       -2.217      -1.8082       -0.97656       0.13185     0.77525       0.97511  
    cl_mt_pol_c     1.2583    0.22432     0.17828     0.021426     5.083           0          0          1    1.2049e-08    5.1034e-118    0.51796    0.70869    0.88121     0.97908     1.0509     1.0928     1.1241       1.191     1.2725    1.3369    1.3691    1.4013    1.4379    1.5245    1.6211    1.8906     1.955        0.26688             0.17557               0.3478               0.75232              0.41053             0.82724              0.050321                    1          0.00037344    0.0053879    0.030555    0.067813      0.10974      0.15054      0.19499       0.29177     0.47021      0.62735      0.69872      0.77421      0.82385        0.86914       0.95266      0.9934       0.99946  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=154    2.5799     0.96758     0.01897        0.78277          0.10288               4.1404                0.13743        -8.4675    0.026414

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.708182 seconds.
Elapsed time is 1.570438 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1          p1           p5         p10         p15        p20        p25        p35        p50        p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    __________    _______    __________    __________    _________    _________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       5.5722    0.88519     0.15886      -192.72    14.552          0    1.7496e-12          1    1.2432e-19    4.4472e-78       3.2642       3.2752      4.3597      4.4723     4.4723     4.4723      5.333      5.333     5.5827     5.8188     6.2549     6.2549    6.2549    6.6295    7.0847     8.004    8.9665        0.78356                   1              0.76583               0.76436              0.74157             0.72551               0.16428              0.81515            0.0024495      0.0065402     0.036145      0.15886      0.15886      0.15886      0.40266      0.40266     0.58792      0.59122      0.82312      0.82312      0.82312      0.87723      0.93147      0.98671       0.99853  
    cl_mt_pol_a    0.63001     1.1319      1.7966       -8.261    49.069    0.40321      0.051417    0.54537    5.1638e-21    4.4472e-78      -0.1122     -0.10637    -0.10111           0          0          0          0          0    0.47264    0.47264    0.47264    0.47264    1.0581    1.6436    2.8146    5.7421    8.6696        0.76583             0.76436               1.2811                     1               1.2925             0.98889               0.11368              0.44112          -0.00024234     -0.0031881    -0.008511    -0.008511    -0.008511    -0.008511    -0.008511    -0.008511     0.25225      0.25225      0.25225      0.25225      0.35361      0.46295      0.65646      0.91337        0.9859  
    cl_mt_coh      0.77439     1.1547      1.4911      -8.4355    50.176          0      0.018657    0.98134     4.883e-20    2.5609e-78    -0.083006    -0.011048     0.06091    0.067979    0.10396    0.13994    0.13994    0.17592    0.54958    0.62154    0.65752    0.65752    1.2541    1.8507    3.0439     5.955      9.01        0.74157             0.72551               1.2925               0.98889               1.3333                   1               0.12103              0.46038          -0.00014585    -0.00065436    0.0016153    0.0054935     0.017771     0.040581     0.040581     0.070263     0.10339      0.25034      0.34598      0.34598      0.44034      0.53817      0.70707      0.91036       0.98813  
    cl_mt_pol_c     1.2917    0.22767     0.17626     0.026414    3.1248          0             0          1    3.6729e-19    3.4149e-78      0.75054       0.7558     0.97376     0.97956    0.97956    0.97956     1.2552     1.2552     1.2642     1.2753     1.4612     1.6174    1.6174    1.6174    1.6397    1.6841    1.7507        0.16428             0.81515              0.11368               0.44112              0.12103             0.46038              0.051835                    1            0.0024296      0.0064975     0.035201      0.15092      0.15092      0.15092      0.39256      0.39256     0.56913      0.59657      0.69072      0.90216      0.90216      0.90216      0.95208       0.9885       0.99872  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=155    2.0339     0.92037    0.036538        0.81801          0.2386                9.8728                0.13547        -12.464    0.0066275

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.484561 seconds.
Elapsed time is 0.695177 seconds.
                    mean       sd       coefofvar       min        max       pYis0      pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1         p1         p5         p10        p15         p20         p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35     fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _________    ______    _______    ________    _______    __________    __________    ________    ________    _______    _______    _______    _________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      1.5959     2.8894      1.8105       -177.08    9.1732          0     0.20137    0.79863    3.7236e-08    7.5824e-11     -9.1005     -9.0019    -2.6894    -2.6894    -2.1565    -0.037055    0.48668     0.5083    2.1334    2.8228    3.6506    4.0436    4.4124    5.0482    5.5931    6.6998    7.4816         8.3484                   1               7.6437               0.76458               7.5798             0.73121                1.395               0.89012            -0.043273     -0.060434      -0.32635     -0.32635     -0.34394     -0.36241     -0.31862      -0.31436    -0.19816     0.045895       0.2452      0.38734      0.49352      0.73692      0.81134      0.95667       0.99522  
    cl_mt_pol_a    2.9139       3.46      1.1874        -12.16    48.238    0.26362    0.042124    0.69426    2.2702e-10    1.1833e-10    -0.32746    -0.31929          0          0          0            0          0    0.27366    2.1184    3.3483    4.5781     5.193    6.4229    7.0378    9.4975    15.647    21.181         7.6437             0.76458               11.972                     1               12.305             0.99125               1.6125                0.8592          -0.00052304    -0.0017199     -0.004602    -0.004602    -0.004602    -0.004602    -0.004602    0.00075925    0.085618       0.2807      0.39046      0.44563      0.55815      0.67889      0.77737      0.94652       0.99202  
    cl_mt_coh       3.176     3.5877      1.1296       -12.432    50.173          0    0.042126    0.95787    5.1073e-10     7.632e-11    -0.25103    -0.21568     0.1027    0.13806    0.17341      0.17341    0.17341    0.45706    2.3692     3.644    4.8481    5.5562    6.7956    7.4683    10.018    16.321    22.128         7.5798             0.73121               12.305               0.99125               12.872                   1               1.6449               0.84526          -0.00038437    -0.0011277    -0.0018931    0.0010909     0.010342     0.010342     0.010342      0.018256     0.10709      0.30149      0.36062      0.46358      0.53787      0.69054      0.78586      0.94028       0.99237  
    cl_mt_pol_c    1.3855    0.54242     0.39151     0.0066275     5.677          0           0          1    3.7107e-07    7.5824e-11     0.28272     0.29049    0.60535    0.60535    0.77406       1.1278     1.1278     1.1603    1.2501    1.5187    1.6759    1.8875    1.9549    2.1796    2.3583    2.8076    3.4136          1.395             0.89012               1.6125                0.8592               1.6449             0.84526              0.29422                     1            0.0015333     0.0021713       0.05712      0.05712     0.062903      0.19116      0.19116       0.23851     0.39201      0.50286      0.62376        0.692      0.75068      0.82136      0.90763      0.97759       0.99762  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=156    1.1042     0.95892    0.020292        0.94413          0.16223               8.9984                0.13779        -7.3763    0.012251

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.463587 seconds.
Elapsed time is 1.473679 seconds.
                     mean        sd       coefofvar      min        max       pYis0      pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25         p35        p50        p65        p75        p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    _______    _______    ________    __________    ________    ________    ________    _______    _______    _______    _______    ________    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         2.022     9.9333      4.9127      -16.879    32.698          0    0.28741     0.71259     0.0058805       0         -16.879     -15.528    -12.873    -11.188    -9.9201    -8.9505     -7.7889     1.6751     1.6751     1.6751      13.64      13.64      13.64      13.64     13.951    26.808    26.808          98.67                   1               18.145               0.70146               20.138             0.72691               5.9985               0.75297            -0.04909     -0.088263    -0.38124    -0.64342     -0.92121      -1.1367      -1.3774      -1.0892      -1.0892      -1.0892      0.18177      0.18177      0.18177      0.18177      0.43448      0.99994       0.99994  
    cl_mt_pol_a    -0.43573     2.6041     -5.9763      -7.1963    47.858    0.66337    0.24753    0.089098    9.9973e-05       0          -6.821     -6.6477    -5.0648    -3.3955    -2.3664    -1.3373           0          0          0          0          0          0          0          0    0.80403    11.133    11.133         18.145             0.70146               6.7812                     1               6.0565             0.83391               1.0235               0.49006            0.074028        0.2463     0.79969      1.4109       1.6345       1.7744       1.8561       1.8561       1.8561       1.8561       1.8561       1.8561       1.8561       1.8561       1.8312       1.0003        1.0003  
    cl_mt_coh       -0.3699      2.789       -7.54      -7.3443    50.176          0    0.24753     0.75247    9.3005e-05       0         -7.2721      -7.236    -5.4796     -3.687    -2.5161    -1.3452    0.068094    0.14028    0.14028    0.17638    0.17638    0.17638    0.17638    0.17638    0.96063    11.535    11.535         20.138             0.72691               6.0565               0.83391               7.7786                   1               1.4579                0.6518            0.092408       0.31335      1.0334      1.8143       2.0927       2.2597       2.3467        2.261        2.261       2.0669       2.0669       2.0669       2.0669       2.0669       2.0236       1.0003        1.0003  
    cl_mt_pol_c       1.473    0.80199     0.54445     0.012251    6.7053          0          0           1      0.041357       0        0.012251    0.012251    0.89921     1.0421     1.0421     1.0421      1.0421     1.0421     1.0421      1.403     2.1807     2.1807     2.1807     2.1807     2.7708    4.7892    4.7892         5.9985             0.75297               1.0235               0.49006               1.4579              0.6518              0.64319                     1          0.00034396    0.00034396    0.014309     0.32988      0.32988      0.32988      0.32988      0.32988      0.32988      0.45772      0.81036      0.81036      0.81036      0.81036      0.86652      0.99998       0.99998  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=157     2.481     0.90592    0.017332        0.52728          0.34442               6.1212                0.10252        -18.784    0.028017

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.532703 seconds.
Elapsed time is 0.755814 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65        p75         p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    ________    _______    ________    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -6.2151     17.857     -2.8733      -133.22    5.9958           0    0.51514    0.48486    0.00012571    5.4098e-88     -132.89    -100.13     -36.45    -17.975    -11.185    -7.2137    -5.1105    -2.4503    -0.38361    0.81507      1.4116     1.5105     1.7743     2.1247    2.5013    3.1152     3.734         318.89                   1               50.716               0.75398               59.527             0.81961               3.8685               0.53867            0.028319      0.19143     0.58837     0.78912       0.8977      0.97332       1.0212       1.0792        1.109      1.1008        1.0749       1.0679       1.0572       1.0413       1.0212       1.0051        1.0006  
    cl_mt_pol_a    -2.9021     3.7667     -1.2979      -18.326    49.148    0.082841    0.74404    0.17312    2.5305e-05    5.4098e-88     -17.342    -15.127    -10.034     -7.622    -6.4412     -5.678    -4.9416    -3.6683     -2.3951    -1.1219           0          0    0.16399    0.85391    2.2337    3.6136    6.3733         50.716             0.75398               14.188                     1               14.688             0.95878               1.2212               0.80614           0.0077775     0.065012     0.23235     0.38863      0.50596      0.60902      0.72455      0.87261      0.99431      1.0708        1.0855       1.0855       1.0823       1.0713       1.0421       1.0178        1.0027  
    cl_mt_coh      -3.0592     4.0671     -1.3295      -18.752    50.131           0    0.74402    0.25598    2.6457e-05    1.1962e-87     -18.677    -16.547    -10.932    -8.1493    -6.7703    -6.0436    -5.3169    -3.9132     -2.5094    -1.1057    0.081612    0.13122    0.27325    0.97513    2.3541    3.8074    6.6149         59.527             0.81961               14.688               0.95878               16.542                   1               1.3435               0.82139            0.010358     0.065486     0.23737     0.39649      0.51577      0.61914      0.73704      0.88579       1.0066      1.0799        1.0915       1.0889       1.0863       1.0776       1.0542       1.0175        1.0026  
    cl_mt_pol_c     1.0645    0.40216     0.37779     0.028017    5.0427           0          0          1     0.0029738     1.555e-87    0.028017    0.25659    0.44961    0.57497    0.65995     0.7381    0.79861    0.90924      1.0506     1.1548      1.2704     1.3243     1.4221     1.4699    1.8834    2.1718    2.2315         3.8685             0.53867               1.2212               0.80614               1.3435             0.82139              0.16173                     1          7.8269e-05    0.0020745    0.015229    0.039188     0.068556      0.10157      0.13795      0.22027      0.35869       0.555       0.62904      0.69274      0.75828      0.82296      0.91486      0.98687       0.99773  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=158    3.7769     0.94955    0.020854        0.52612          0.37593               3.2764                0.10948        -11.542    0.0077862

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.682154 seconds.
Elapsed time is 1.316897 seconds.
                    mean       sd       coefofvar       min         max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5         p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5      fracByP10      fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    __________    ______    ________    ________    _______    __________    __________    _______    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.0074     12.937      4.3018     -2.582e+05    6.6298           0    0.045911    0.95409    1.0608e-10    3.6818e-11    -8.0033     -2.5029     0.40163     1.1206    1.6725    2.1395    2.4961    3.0605    3.4663    3.7778    3.9551     4.082    4.2714     4.415    4.7091    5.2347    5.7316         167.37                    1              4.2837               0.10351               4.2167             0.099748              0.38354              0.095689          -0.0057556     -0.019695     -0.034326      -0.021631    -0.00097228    0.036754     0.077497      0.19586      0.33332      0.51315      0.64846      0.70476      0.77056      0.84696      0.91764      0.98192       0.99822  
    cl_mt_pol_a    4.6186     3.1988     0.69258        -11.261    48.979    0.048489    0.035866    0.91564    2.9567e-11    3.0206e-10     -1.913    -0.78096           0    0.38154    0.9967    1.6118     2.227    3.4573    4.6876    5.9179    6.5331    6.5331    7.1482    8.3785    10.224     14.53    20.682         4.2837              0.10351              10.232                     1               10.291               0.9846              0.76035               0.76723         -0.00056367     -0.002672    -0.0038397     -0.0015112      0.0086605    0.023825     0.057597      0.15265      0.28774      0.47264      0.62772      0.62772      0.69761      0.78931      0.87647      0.96748       0.99528  
    cl_mt_coh      4.8141     3.2676     0.67876         -11.51     50.14           0    0.035856    0.96414    6.5626e-11    7.1809e-11    -1.9823    -0.72633    0.086064     0.5026    1.1576    1.7856    2.3865    3.5884    4.8714    6.1274    6.7554    6.8094    7.4104    8.6393    10.523    14.919    21.226         4.2167             0.099748              10.291                0.9846               10.677                    1              0.74662               0.73752         -0.00055742    -0.0025227    -0.0028844    -9.1692e-05       0.011577    0.027326     0.053546      0.11611      0.25481       0.4248      0.55024       0.6315       0.6844      0.77083      0.86524      0.96446       0.99512  
    cl_mt_pol_c    1.3758    0.30981     0.22519      0.0077862    5.2873           0           0          1     6.849e-10    3.6818e-11    0.48942     0.56421     0.97307     1.1326    1.1662     1.179    1.2014    1.2303     1.258     1.335    1.6678    1.7063    1.7448    1.8968    1.9353    2.0313     2.181        0.38354             0.095689             0.76035               0.76723              0.74662              0.73752             0.095984                     1          0.00034514     0.0042173      0.031763       0.071534        0.12469     0.15689      0.19575      0.30622      0.41995      0.57587      0.68156      0.74052      0.80348      0.88126      0.93606      0.98506       0.99847  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=159    4.2563     0.92736     0.05503        0.66798          0.23162               4.9322                0.13875        -7.099     0.0020563

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.583328 seconds.
Elapsed time is 1.412480 seconds.
                    mean       sd       coefofvar       min         max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1          p1          p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1       fracByP5      fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    __________    ______    ________    ________    _______    __________    __________    _______    __________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       3.538     1.2468      0.3524     -1.725e+08    4.1837           0    0.020599     0.9794    5.8335e-37    2.0641e-07    -8.2359      -0.87125    1.6175     2.654    3.1456    3.3996    3.5539    3.7665    3.9046    3.9963    4.0319    4.0464    4.0595    4.0715    4.0924    4.1221    4.1521         1.5545                   1               6.5104                0.5917               6.8387             0.58902              0.42315               0.60792           -0.0045639      -0.010069    -0.00042626     0.029602    0.073775      0.11555       0.1646      0.27167      0.43197      0.60402      0.71985      0.77256      0.82693      0.88602      0.94298      0.98833       0.99888  
    cl_mt_pol_a    16.706      8.825     0.52826        -6.9259    47.392    0.017585    0.018024    0.96439    1.0267e-38    1.1395e-06    -1.6292     -0.099189    1.0028    3.2118    5.9731    8.1821    9.8388    13.152     17.57    21.436    24.197    25.302    26.406    27.511    28.615    33.033    38.556         6.5104              0.5917                77.88                     1                82.08             0.99879               4.7772               0.96963          -0.00011754    -0.00048175      0.0004345    0.0066609    0.023951     0.047082     0.070907      0.13876       0.2829      0.46132      0.61816      0.68719      0.76104      0.86509      0.91142      0.98176       0.99792  
    cl_mt_coh      17.767     9.3121     0.52413         -7.067    50.178           0    0.011092    0.98891    1.8457e-37    4.4804e-07    -1.6776    -0.0025084    1.1992    3.5662    6.4066    8.7007    10.558    14.054    18.715    22.793    25.634    26.835    28.001    29.166    30.368    34.956    40.819         6.8387             0.58902                82.08               0.99879               86.716                   1               5.0393               0.96931          -0.00011424     -0.0004221     0.00056457    0.0073841    0.021807     0.042282     0.072329      0.14038      0.28456      0.46275      0.59574      0.67437      0.74699      0.84035      0.91172      0.97898        0.9977  
    cl_mt_pol_c    2.2001    0.55828     0.25376      0.0020563    5.6619           0           0          1    2.3609e-36    2.0641e-07    0.59759       0.84689     1.286    1.4513    1.5728    1.6912    1.8027    1.9951    2.2382    2.4541    2.5928    2.6637    2.7144    2.8188    3.0987    3.5098    3.8441        0.42315             0.60792               4.7772               0.96963               5.0393             0.96931              0.31168                     1           0.00027131      0.0035027       0.026886     0.057018    0.091263      0.12741      0.16988      0.25609      0.40053      0.56298      0.67725      0.73759      0.80296      0.85917      0.92294      0.98496       0.99838  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=160    3.8255     0.88076    0.029519        0.57585          0.41204               9.3324                0.12088        -17.375    0.029707

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.430620 seconds.
Elapsed time is 0.617904 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10        p15        p20        p25         p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20     fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    ________    _______    __________    __________    _______    _______    _________    _______    _______    _______    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -2.2002     88.161     -40.069      -7313.5    2.8963           0     0.25718    0.74282    1.3398e-06    1.9572e-13    -386.75     -10.52      -5.5241    -2.5936    -1.0643    -1.0643    -0.42224    0.58331    0.91151    1.3015    1.5932    1.7164    1.8771    1.9974    2.2162     2.468    2.6296         7772.3                    1              34.928               0.13413               40.611             0.15095               3.1706               0.084354            0.94686        1.176       1.2844       1.3681       1.4232        1.4232      1.4334        1.422       1.3704       1.2811       1.2157       1.1838       1.1317        1.101       1.0517       1.0089        1.0011  
    cl_mt_pol_a     3.0287     2.9538     0.97524      -16.951    48.566    0.098605     0.08354    0.81785    4.5526e-08    7.4783e-13    -6.9142     -1.394     -0.17091          0          0    0.48569      1.1535     1.8213     2.4891    3.8246    3.8246    4.4924     5.828    6.4958    8.4991    12.506    17.848         34.928              0.13413              8.7246                     1               8.8069             0.97701               1.0474                0.83175         -0.0032135     -0.01294    -0.018649    -0.020454    -0.020454     -0.012045    0.024932     0.081787      0.15886      0.43041      0.43041      0.51354      0.63924      0.69018      0.81446      0.96107       0.99535  
    cl_mt_coh       3.2528     3.0517      0.9382      -17.343    50.155           0    0.083526    0.91647    4.3962e-08    4.6823e-13    -7.5952    -1.4077    -0.063425    0.12405    0.15473    0.62407      1.3116     1.9991     2.7173    4.0616    4.0923    4.7798    6.0934    6.8423    8.9048     13.03    18.468         40.611              0.15095              8.8069               0.97701               9.3132                   1               1.0388                0.79838         -0.0032721     -0.01277    -0.017202    -0.016243     -0.01331    -0.0096044    0.011544     0.058251      0.17304      0.33617      0.44329      0.52539      0.59826      0.69874      0.81998      0.96234       0.99389  
    cl_mt_pol_c     1.3653    0.42635     0.31227     0.029707    6.3735           0           0          1    3.5748e-05    1.9572e-13    0.33114    0.43409      0.67865    0.95884     1.0891     1.1035      1.1232     1.1626      1.202    1.3906    1.7646     1.804    1.8895    1.9289    2.0078    2.4802    2.8069         3.1706             0.084354              1.0474               0.83175               1.0388             0.79838              0.18177                      1         0.00017565    0.0031235     0.021094     0.049575      0.12065       0.14303     0.18563       0.2704      0.39837      0.52295      0.68033       0.7241      0.80232      0.86132       0.9247      0.98109       0.99795  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=161    1.9881     0.89653    0.0032496       0.10137          0.4614                8.978                 0.12949        -11.673    0.0069147

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.458228 seconds.
Elapsed time is 0.510024 seconds.
                     mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15         p20         p25        p35         p50         p65         p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    ________    ________    _______    ________    ________    ________    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       0.35898     3.7211      10.366       -135.63    6.9081           0    0.22853    0.77147    2.6734e-06       0        -50.504    -9.7622     -3.287    -1.3211    -0.85837    -0.36669     0.2381     0.73501      1.0318      1.2938     1.6594     1.6747     1.9734     2.1076    2.4669    2.8709    3.3384         13.846                   1               3.8993               0.68015               4.2063              0.6718              0.65377               0.51982            -0.21887      -0.6933     -1.3316     -1.6209      -1.7794      -1.8441      -1.8439      -1.7628      -1.4063     -0.86719     -0.44591     -0.21309       0.2282      0.34444      0.70463      0.92088       0.99093  
    cl_mt_pol_a    -0.86717     1.5407     -1.7767       -11.388    48.583    0.085295    0.70909    0.20562    4.5517e-08       0        -8.1062    -5.5784    -3.6489    -2.6575     -2.1248     -1.9774    -1.4538    -0.90488    -0.86302    -0.30585          0    0.28294    0.28294    0.91022    1.5375    2.7921    4.0466         3.8993             0.68015               2.3736                     1               2.3841             0.91966               0.4457               0.85592            0.010916     0.078888      0.3335     0.47539      0.61565      0.79348       0.8681       1.0032       1.1551       1.2252       1.2252       1.1954       1.1954       1.1329       1.0867       1.0182        1.0044  
    cl_mt_coh      -0.84078     1.6826     -2.0013       -11.641    50.166           0    0.70907    0.29093    1.7961e-07       0        -8.9902    -5.9104    -3.9556    -2.7639      -2.168     -2.0677    -1.4718     -0.8759    -0.80903    -0.17971    0.16575    0.38273    0.44961     1.0455    1.6748    2.9669    4.2255         4.2063              0.6718               2.3841               0.91966               2.8313                   1              0.48116               0.84605            0.012224     0.088832     0.37245     0.52814      0.68144      0.87251      0.95038       1.0904       1.2383       1.2843       1.2693       1.2646       1.2223        1.194       1.1272       1.0196        1.0047  
    cl_mt_pol_c       1.159    0.33799     0.29161     0.0069147    5.9465           0          0          1    7.7232e-05       0        0.16737    0.43782     0.6817    0.79857     0.86412     0.91753    0.94287      1.0074      1.0872      1.1922     1.4106     1.4326     1.6309     1.6349    1.7591    2.0177    2.2704        0.65377             0.51982               0.4457               0.85592              0.48116             0.84605              0.11424                     1          9.8706e-05    0.0030818    0.024632    0.062949     0.093714      0.13669      0.18896      0.25519      0.44651      0.53355      0.66213      0.71098      0.80218      0.85189      0.93825      0.98266       0.99839  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=162    3.4992     0.9037     0.023382        0.80271          0.46618               3.4808                0.14803        -10.589    0.027509

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.585570 seconds.
Elapsed time is 0.708166 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5      fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    ________    _______    __________    _________    _______    ________    _______    _______    _______    _______    _______    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -12.05     110.35     -9.1576      -3307.3    3.9416           0     0.36732    0.63268    2.4834e-05    0.0019912    -1957.1     -190.09    -47.458     -20.84    -11.032    -5.3469    -2.6031    -0.20666    1.0846     2.334    2.8092    3.0453    3.2292    3.4494    3.6808    3.8883    3.9416          12176                   1               221.59               0.19783               232.78             0.20296               16.222               0.16868              0.22168       0.65571        0.89555        1.0137      1.0633       1.0936       1.1089       1.1188       1.1131       1.0896       1.0696       1.0572        1.044       1.0302       1.0157        1.002          1     
    cl_mt_pol_a    13.007     10.151     0.78043      -10.331    48.858    0.012184    0.021666    0.96615     7.435e-06      0.00748    -7.4701    -0.66048    0.52689      1.131     3.5476     4.7558     5.9641      8.3806    10.193    14.422    18.047    19.859     22.88    26.505    34.358    47.045    48.858         221.59             0.19783               103.04                     1               104.87             0.99396               8.0316               0.90788          -0.00069062    -0.0030189    -0.00077395    0.00010893    0.012662     0.025743     0.047099      0.11367      0.21349      0.36721      0.49165      0.55666      0.64539       0.7274      0.85852      0.96969          1     
    cl_mt_coh      13.442     10.394     0.77322      -10.557    50.189           0    0.013945    0.98605    8.3151e-06     0.001932    -8.0057    -0.62594    0.64995     1.3076     3.7019     5.0565      6.293      8.7267    10.621     14.87    18.619    20.474    23.526    27.314    35.233    48.217    50.189         232.78             0.20296               104.87               0.99396               108.03                   1               8.0353               0.88705          -0.00072004    -0.0031204     -0.0018114    0.00062597    0.010151     0.027259     0.048887      0.11031      0.21615       0.3569      0.48741      0.55385      0.63776      0.72904      0.84552      0.96309          1     
    cl_mt_pol_c    1.5846    0.87152     0.54998     0.027509    9.7418           0           0          1    0.00024309    0.0019912    0.14974     0.25097    0.74512    0.85062    0.90712     0.9495    0.98461      1.0484    1.6358    1.7655    1.8785    1.9774    2.5224    2.6919    2.9629    3.8046    9.7418         16.222             0.16868               8.0316               0.90788               8.0353             0.88705              0.75955                     1           8.7409e-05     0.0014227       0.011193      0.037108    0.065651      0.09761      0.12639      0.22545      0.30058      0.46148       0.5794      0.64006      0.71417      0.78985      0.87927      0.96507          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=163    2.8911     0.87276     0.04567        0.50452          0.39838               2.8033               0.098506        -7.6369    0.0028779

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.438124 seconds.
Elapsed time is 0.748689 seconds.
                     mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25         p35        p50         p65        p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    _______    _______    ________    _______    ________    _______    _______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.74072     48.009     -64.814        -33756    3.9156           0    0.32155    0.67845    3.2103e-07    2.9029e-26     -77.76    -17.643    -6.2047    -3.6518    -2.1097    -1.1265    -0.46656     0.1607     0.59161      1.113     1.4037    1.5887    1.7559    1.9962     2.328    2.7221    3.0468         2304.9                    1              7.3174               0.067775              7.6837             0.06741               1.3285               0.068173            0.42435     0.77592      1.3495      1.6927       1.8921      2.0204       2.0834        2.1099       2.0216        1.787       1.6426        1.541       1.4219       1.3104       1.1648       1.0365        1.0039  
    cl_mt_pol_a    -0.27212     2.2488     -8.2641       -7.4506    47.816    0.064037    0.50395    0.43201      1.67e-07     1.467e-25     -4.977    -4.3478    -3.8033    -3.2588    -2.7143    -2.2074     -1.6534    -1.0808    -0.52735     0.5709     0.5709    1.1333    1.6958    2.2582    3.9456    6.7578      9.57         7.3174             0.067775              5.0573                      1              5.1758              0.9694              0.79474                0.87062           0.022832     0.19765     0.78475      1.4393       2.0254      2.3885        2.838        3.3041       3.6059       3.2793       3.2793       3.0197       2.7643        2.544       1.9122       1.1919        1.0405  
    cl_mt_coh      -0.21932     2.3742     -10.825       -7.6049    50.126           0    0.50391    0.49609    2.9222e-07    2.7149e-26    -5.2053    -4.6172    -4.0055    -3.4174    -2.8293    -2.2646     -1.6765    -1.0649     -0.4532    0.65249    0.72306    1.2641    1.8523    2.4639    4.2048    7.1219    10.133         7.6837              0.06741              5.1758                 0.9694              5.6368                   1              0.80234                0.83254           0.033564     0.22511      1.0101      1.8457       2.6056      3.0794       3.6497        4.2379       4.5755       4.4032       4.0452       3.8487       3.4939       3.0957       2.3181         1.38        1.0529  
    cl_mt_pol_c       1.247    0.40592     0.32551     0.0028779     6.659           0          0          1    1.2094e-06    2.9029e-26    0.14002    0.32221    0.75274    0.87783     0.9391     0.9754       1.013     1.0532      1.1211     1.1497     1.6779    1.7293    1.7549    1.7867    1.8638    2.3029     2.677         1.3285             0.068173             0.79474                0.87062             0.80234             0.83254              0.16477                      1         0.00012963    0.002624    0.018673    0.051497      0.09003      0.1289       0.1663       0.24902      0.39884      0.53311      0.64746      0.72564      0.78736      0.84795      0.91808      0.98002       0.99798  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=164    4.0822     0.89195    0.054316       0.061489          0.17217               4.2331                0.10393        -9.8821    0.014601

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.599620 seconds.
Elapsed time is 1.503898 seconds.
                    mean        sd       coefofvar        min         max        pYis0        pYls0       pYgr0        pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95          p99        p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    __________    _______    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    _________    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -6.8984     51.252     -7.4296     -1.4751e+05    2.9668             0    0.99013     0.0098662     1.054e-07       0        -149.49    -49.846    -21.347    -12.213    -11.299    -8.2894    -7.7021    -6.5622    -4.7354    -3.3937    -2.5608     -2.182    -1.8564    -1.2921    -0.69146    -0.023444    0.53982         2626.8                    1              6.6699               0.12097               7.2649             0.12145               0.89401              0.084215            0.04762       0.1133     0.28373     0.38066      0.47637      0.56166      0.60916        0.708      0.81998      0.90332      0.94948      0.96695      0.98012       0.9916      0.99851       1.0004        1.0001  
    cl_mt_pol_a    -5.5488     1.0758    -0.19388          -9.641    47.424    3.4891e-07          1    5.0174e-08    4.0504e-09       0        -8.1355    -7.8447    -7.2912    -6.8603    -6.7376    -6.4134    -6.2967    -5.9497    -5.6306    -5.1695    -4.7799    -4.6059    -4.5236    -4.0423     -3.5432      -2.9152    -2.3095         6.6699              0.12097              1.1574                     1               1.2159              0.9683               0.11369               0.51017          0.0049642      0.02111    0.084282     0.15435      0.20103      0.27158      0.34616      0.44238      0.61575      0.74983      0.82274       0.8797      0.91095      0.95068      0.97641      0.99584       0.99976  
    cl_mt_coh      -5.8931     1.1672    -0.19806         -9.8501    50.133             0          1    6.7088e-07    2.5629e-07       0        -8.6027     -8.527    -7.9159    -7.3301    -7.3049    -6.7443    -6.7191    -6.1586    -6.0828     -5.497    -4.9365     -4.886    -4.8607    -4.2749     -3.6891      -3.0528    -2.4165         7.2649              0.12145              1.2159                0.9683               1.3623                   1               0.14936                0.6178          0.0033042     0.020628    0.084999     0.16351      0.20241      0.27874      0.34636       0.4439      0.61772       0.7451      0.82175      0.87763      0.91198      0.94903      0.97521      0.99543       0.99977  
    cl_mt_pol_c    0.83237    0.20713     0.24884        0.014601    5.0642             0          0             1     1.054e-07       0        0.15558    0.39327    0.49982     0.5675    0.61488    0.66848     0.6786    0.72994    0.82235    0.91726    0.98626     1.0176     1.0518     1.1013      1.1937       1.3113     1.4376        0.89401             0.084215             0.11369               0.51017              0.14936              0.6178              0.042903                     1         0.00019943    0.0061155    0.028149    0.058945      0.10557      0.13412      0.17393      0.26686      0.41041      0.56424      0.68171      0.72841      0.79247      0.85905      0.93236      0.98369       0.99922  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=165    2.1275     0.92505    0.034327        0.26545          0.41798               9.2049                0.12019        -10.336    0.020091

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.467975 seconds.
Elapsed time is 0.811298 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20         p25         p35         p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    _______    ________    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.3686     3.7075      2.7089      -70.222    8.9647           0    0.13936    0.86064    9.0024e-06    5.2787e-34    -44.934    -13.937    -3.7135    -1.2295    0.12111     0.85289      1.0475      1.6104     2.3448     2.7247    2.7414    2.9986    3.2569    3.3172    3.7667    4.4762    5.2113         13.745                   1               5.6701               0.76018               6.0328             0.75317              0.76828               0.62736           -0.042549     -0.18804    -0.37633    -0.45071     -0.46518     -0.44552     -0.41277     -0.30764     -0.043656      0.3546      0.39763       0.5082      0.63583      0.73417      0.87408      0.96526       0.99657  
    cl_mt_pol_a    0.15371     2.0119      13.089      -10.084    48.341    0.096475    0.35983     0.5437     1.026e-07    8.0142e-33    -8.1275     -5.929    -3.7306    -2.2235    -1.5654     -1.0039    -0.98253    -0.43291    0.12639    0.72163    1.3169    1.3169    1.9121    1.9121    3.1026    5.4835    8.4597         5.6701             0.76018               4.0476                     1               4.1769             0.96098              0.56665               0.85269           -0.066921     -0.46025     -1.5923     -2.5319      -3.2555      -3.7605      -4.0448      -4.3222       -4.2797     -3.5643      -2.0481      -2.0481      -1.2267      -1.2267     -0.19417      0.69649       0.96113  
    cl_mt_coh      0.24874     2.1605      8.6856      -10.304    50.154           0    0.35979    0.64021    3.5557e-07    4.9811e-33    -8.9505    -6.4878    -4.0251    -2.2695    -1.5929    -0.97723    -0.94677     -0.3311    0.28457    0.90024    1.5159    1.5159    2.1011    2.1316    3.3629    5.7647     8.843         6.0328             0.75317               4.1769               0.96098               4.6676                   1               0.5903               0.82718           -0.045022     -0.30905     -1.0615     -1.6766      -2.1394      -2.4529      -2.6222      -2.7579       -2.6484     -2.1064      -1.0389      -1.0389     -0.82852      -0.4771      0.21518      0.72727       0.96143  
    cl_mt_pol_c     1.2383    0.33031     0.26675     0.020091    5.8587           0          0          1    0.00016087    5.2787e-34    0.23299    0.49722    0.75521    0.88456    0.95962      1.0257       1.047      1.1109     1.1685     1.2374    1.4699    1.6211    1.6415    1.8046    1.8251    1.9272    2.0294        0.76828             0.62736              0.56665               0.85269               0.5903             0.82718              0.10911                     1          0.00017958    0.0034692    0.023954    0.056489       0.1065      0.14505      0.17989      0.26524       0.41048     0.57735      0.65426      0.73343      0.78648      0.90185      0.93183      0.98667       0.99839  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=166    2.2827     0.95798    0.0057035       0.77166          0.28513               7.5935                0.11903        -19.602    0.0095746

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.482682 seconds.
Elapsed time is 0.654427 seconds.
                    mean       sd       coefofvar       min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1         p1         p5         p10        p15         p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1       fracByP5      fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _________    ______    ________    ________    _______    __________    __________    ________    ________    _______    _______    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.4476     3.3629       1.374       -308.35    12.107           0     0.16403    0.83597    8.7843e-09    1.4914e-08     -12.385     -8.9075    -3.3985    -2.7427    -0.22765    0.57079    0.57079    1.6832    3.0743    3.9053     4.745    5.2304    5.6824    6.1743    7.0117    8.5144     9.795         11.309                   1                11.41               0.80502               10.962             0.76871               1.1875               0.84845            -0.018849      -0.046719       -0.16965      -0.19875     -0.21562     -0.19092     -0.19092    -0.14439     -0.015033     0.21184      0.37423       0.4927      0.60224      0.70423       0.8572      0.96445       0.99634  
    cl_mt_pol_a    4.2931     4.2148     0.98176       -19.124    49.716    0.089837    0.027198    0.88297    4.2744e-10    2.7556e-08    -0.39755    -0.38902          0          0     0.28244    0.28244    0.28244    1.6948    3.8134    5.2258     5.932    7.3444    8.0506    10.169    11.582    18.644    26.412          11.41             0.80502               17.765                     1               17.702             0.99046               1.4096               0.80357          -0.00039107     -0.0011133     -0.0024556    -0.0024556    0.0064631    0.0064631    0.0064631    0.043876       0.16857     0.36974      0.42715      0.53179      0.58028       0.7144      0.82833      0.95188       0.99342  
    cl_mt_coh      4.4502     4.2403     0.95283        -19.57    50.152           0    0.027196     0.9728    6.1826e-10     1.535e-08      -0.334    -0.30391    0.12227    0.15235     0.40632    0.43641    0.43641    1.8569    3.9575    5.3779    6.1182    7.5086    8.2489     10.35      11.8    18.872    26.715         10.962             0.76871               17.702               0.99046                17.98                   1               1.4031               0.79506          -0.00032547    -0.00086973    -0.00082084     0.0008906    0.0062063     0.013604     0.013604      0.0535       0.15097     0.30254      0.43696      0.51234      0.58825      0.69648      0.83206      0.94951       0.99358  
    cl_mt_pol_c    1.3038    0.41619     0.31922     0.0095746    4.5451           0           0          1    1.8965e-07    1.4914e-08     0.24402     0.52151    0.56684      0.828      1.0334     1.1121     1.1161    1.1282    1.1403    1.4748     1.503    1.5191    1.8545    1.8706    2.1808    2.2656    2.3542         1.1875             0.84845               1.4096               0.80357               1.4031             0.79506              0.17321                     1            0.0006881      0.0048843       0.033809      0.054843     0.077153      0.15892       0.1856     0.26225       0.38133     0.54077      0.65647      0.70621      0.77815      0.84079      0.91422       0.9843       0.99786  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=167    4.3266     0.95597    0.033464        0.17532          0.26865               3.4656                0.13644        -11.211    0.023008

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.698583 seconds.
Elapsed time is 4.704546 seconds.
                    mean       sd       coefofvar      min        max        pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    __________    _______    __________    __________    _______    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      5.9894    0.79817     0.13326       -84613    6.6316            0    2.4973e-05    0.99998    1.3224e-13    1.6154e-05     2.5013      3.0488    4.2997    4.8993    5.2906    5.5743    5.7584    6.0365    6.2935    6.4421     6.502    6.5333    6.5551    6.5809    6.5989    6.6144    6.6238        0.63708                   1               8.8101               0.82397               9.0988             0.82336              0.30206               0.80651           0.00046861      0.0048974     0.031035    0.069719      0.11282      0.16186      0.20644      0.30559      0.46091      0.62325      0.72677      0.78808      0.83518      0.89643      0.94485      0.99189       0.99947  
    cl_mt_pol_a      25.6     13.396     0.52327      -10.937    48.381    0.0023359    0.00095645    0.99671    6.7666e-14    0.00047891          0    0.031153     3.053    6.0749    9.0967    12.119    14.536    19.371    26.624    33.272    36.898    39.315    41.129    43.546    45.359    47.172    47.777         8.8101             0.82397               179.45                     1               185.37             0.99949               6.1187               0.97342          -2.4965e-05    -1.6234e-05    0.0030757    0.012223     0.028501     0.052601     0.077746      0.14386      0.28373       0.4652      0.59351      0.68252      0.75044      0.84315       0.9148      0.99502       0.99909  
    cl_mt_coh      26.576     13.845     0.52095      -11.179    50.175            0    0.00095703    0.99904     2.622e-13    0.00012288      0.032     0.20683    3.2942    6.4528    9.5401    12.592    15.126    20.158    27.618    34.488    38.272    40.699    42.644    45.071    47.052     48.89     49.55         9.0988             0.82336               185.37               0.99949               191.69                   1               6.3472               0.97701          -2.1795e-05     3.1136e-05    0.0030211    0.012641     0.028094      0.04891     0.074853      0.14248       0.2773      0.45553      0.58866      0.66508      0.74513      0.82455      0.91499       0.9871        0.9991  
    cl_mt_pol_c    2.1324    0.46923     0.22005     0.023008    4.3955            0             0          1    2.1957e-12    1.6154e-05    0.84541      1.2405    1.3619    1.4832    1.5804    1.6705    1.7514    1.9242    2.1559    2.3784    2.5147    2.5806    2.6563    2.7222    2.8031    2.9962    3.4224        0.30206             0.80651               6.1187               0.97342               6.3472             0.97701              0.22018                     1            0.0010004      0.0056835     0.029909     0.06414     0.099769      0.14068      0.17833      0.26479      0.40911      0.57294      0.68284      0.74447      0.80486      0.86702      0.94015      0.98465        0.9984  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=168    4.6665     0.96446    0.046938        0.83553          0.35633               9.244                 0.10124        -16.715    0.011318

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.554080 seconds.
Elapsed time is 1.428780 seconds.
                    mean       sd       coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    __________    __________    _______    __________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      7.5023    0.24142     0.03218     -3.7297e+06    7.5731             0    1.4919e-05    0.99999    4.7626e-17    0.02084     6.8831    7.2625    7.3812    7.3945    7.4458    7.4547    7.4711    7.5003    7.5263     7.546     7.546    7.5563    7.5631    7.5631    7.5631    7.5731    7.5731        0.058285                  1              0.32784               0.27812              0.33383             0.27042              0.045682              0.17313          0.00082643    0.0099315     0.04883    0.098102      0.15325      0.21684        0.256      0.35489      0.50177      0.77828      0.77828      0.80371      0.97462      0.97462      0.97462         1             1     
    cl_mt_pol_a    43.111     4.8825     0.11326         -16.307    47.758    6.8251e-15     1.346e-14          1    9.3867e-19    0.32403     23.049    30.852    35.404    36.704    36.704    37.354    38.655    41.256    44.507    47.108    47.758    47.758    47.758    47.758    47.758    47.758    47.758         0.32784            0.27812               23.839                     1               24.837             0.99482                3.1163              0.58396          0.00048174    0.0077119    0.047894     0.15578      0.15578      0.17052       0.2105      0.30428      0.45801      0.64103            1            1            1            1            1         1             1     
    cl_mt_coh       45.25     5.1134       0.113         -16.683     50.13             0    1.4792e-14          1    1.0402e-18    0.20165     24.261    32.405    37.146    38.532    38.557    39.237    40.599    43.322    46.726    49.449    50.105     50.13     50.13     50.13     50.13     50.13     50.13         0.33383            0.27042               24.837               0.99482               26.147                   1                3.2072              0.57386          0.00048931    0.0066709    0.038008    0.097782       0.1559      0.17064      0.21064      0.30442      0.45815      0.64114      0.77661            1            1            1            1         1             1     
    cl_mt_pol_c    3.3026      1.093     0.33094        0.011318    8.7904             0             0          1     6.486e-16    0.02084     1.5883     1.924    2.0766    2.5068    2.6587    2.7197    2.8113    2.9334     3.086    3.1775    3.1775    3.2642    4.7173    4.7173    4.7173    8.7904    8.7904        0.045682            0.17313               3.1163               0.58396               3.2072             0.57386                1.1946                    1          0.00044409    0.0063957    0.047151    0.064404      0.12961      0.14896      0.19163      0.27534       0.4125      0.65007      0.65007      0.70279      0.93913      0.93913      0.93913         1             1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=169    3.6249     0.95904    0.018304        0.4872           0.31042               5.5452               0.098763        -5.6385    0.027321

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.449770 seconds.
Elapsed time is 1.071458 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5         p10         p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    ________    _______    __________    __________    _______    ________    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       4.101     1.4096     0.34373        -4839    8.3739           0    0.011362    0.98864    5.5424e-09     8.927e-17    -2.7778    -0.17033       1.164      2.3771     2.8684    3.2727    3.6073    3.9414    4.5098    4.8134     5.046    5.0693    5.1877    5.3901    5.5961    6.0615    6.5858         1.9871                   1                3.245                0.8424               3.2048             0.81583               0.23955              0.71536           -0.0015025      -0.00411     0.0056736      0.042597      0.075084      0.11277     0.16244      0.23299      0.41523      0.56962      0.68122      0.75116      0.80064      0.87482      0.92999      0.98526       0.99835  
    cl_mt_pol_a    3.7231     2.7326     0.73397      -5.5009    49.101    0.025777    0.039853    0.93437    4.7759e-10    8.2213e-16    -2.0314      -1.015           0    0.038234    0.59577    1.1533    1.7108    2.2684     3.941     5.056    5.6136    6.1711    6.1711    6.7286    7.8437    11.189    15.092          3.245              0.8424               7.4673                     1               7.5109              0.9863               0.46081              0.70989          -0.00080764    -0.0048402    -0.0095494    -0.0089259    0.00062647      0.01881    0.045861     0.082672       0.2601        0.437      0.54732      0.71024      0.71024      0.78213      0.86983      0.97333        0.9963  
    cl_mt_coh      3.8947     2.7868     0.71552      -5.6065    50.126           0    0.039844    0.96016    7.5309e-10    3.6172e-16    -2.1056    -0.99373    0.094538     0.16535    0.70949    1.2536    1.8214    2.4363    4.0923    5.2514    5.8427    6.3869    6.4105    6.9782    8.1137    11.473    15.471         3.2048             0.81583               7.5109                0.9863                7.766                   1               0.45641              0.68945          -0.00079883    -0.0049532    -0.0085746    -0.0058454    0.00013506    0.0096521    0.031048     0.089743      0.21447      0.40221      0.55305      0.64328      0.71432      0.78539      0.87194      0.96748       0.99586  
    cl_mt_pol_c    1.3462    0.23755     0.17646     0.027321    4.3367           0           0          1    5.5424e-09     8.927e-17    0.57067     0.66359      1.0371      1.1842     1.1944    1.2148    1.2289    1.2557    1.2863    1.3445    1.4909    1.5318    1.5624    1.6032    1.8744    1.9254    2.0071        0.23955             0.71536              0.46081               0.70989              0.45641             0.68945              0.056429                    1           0.00051817     0.0046371      0.028686      0.087538       0.11771      0.17549     0.20625      0.30272      0.44752      0.58873      0.69468      0.75519      0.80724      0.86578      0.94493      0.98742       0.99849  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=170     3.348     0.91355    0.0050839      0.084973          0.11713               3.9396                0.11606        -17.036    0.0027161

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.335209 seconds.
Elapsed time is 4.383236 seconds.
                    mean        sd       coefofvar        min         max       pYis0      pYls0       pYgr0       pYisMINY     pYisMAXY     p0_1        p1          p5         p10         p15         p20        p25        p35        p50        p65          p75          p80        p85        p90         p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    _______    _______    _________    __________    ________    _______    _______    ________    ________    ________    _______    _______    _______    _______    ________    _________    _________    ______    ________    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.0135     7.4196      7.3209     -4.5132e+05    4.4862          0    0.13399      0.86601    1.4204e-12       0        -9.7902    -1.7612    -0.68942    -0.39653    0.065372    0.16542    0.35828     0.7391     1.2121      1.6105       1.9569       1.9823    2.0668      2.0668     2.1024     2.1897     2.2935         55.051                    1              1.2382               0.14314               1.3438             0.14303               0.12822              0.095307          -0.018428    -0.050463    -0.098759    -0.12076     -0.12649     -0.12053     -0.10849     -0.043738      0.1127       0.3389      0.50061      0.63017       0.8445       0.8445      0.90278      0.97852       0.99965  
    cl_mt_pol_a    -1.4035     1.1659    -0.83071         -15.185     47.75    0.14043    0.84983    0.0097402    3.5731e-14       0        -6.4148     -3.915     -3.2901     -3.1559     -2.6651    -2.6096    -2.5564    -1.9977    -1.3858    -0.77382     -0.16532     -0.16188         0           0          0          0    0.48956         1.2382              0.14314              1.3593                     1               1.4705             0.99607               0.11954                0.5655          0.0058038     0.046766      0.15321     0.26507      0.37214      0.45431      0.53358       0.68447      0.8551      0.96136      0.99358      0.99858       1.0034       1.0034       1.0034       1.0034             1  
    cl_mt_coh      -1.4138     1.2663    -0.89569         -15.533    50.149          0    0.84981      0.15019    2.8735e-12       0        -6.8061      -4.13     -3.4318     -3.3736     -2.7628    -2.7337    -2.7045    -2.0646    -1.3956    -0.72659    -0.086705    -0.057567     0.032    0.090276    0.14855    0.14855     0.6406         1.3438              0.14303              1.4705               0.99607               1.6035                   1               0.13277               0.57825           0.005425     0.036689       0.1597     0.27763      0.38631      0.47218      0.55585       0.70969     0.88233      0.98525       1.0126       1.0144       1.0152       1.0123       1.0042       1.0042             1  
    cl_mt_pol_c     1.1579    0.18132     0.15659       0.0027161     4.185          0          0            1    5.1889e-11       0        0.56938    0.70669     0.83721     0.90678     0.96901    0.99343     1.0375     1.0832     1.1816      1.2511       1.2696       1.2709    1.3374      1.3851     1.4586     1.5144     1.6294        0.12822             0.095307             0.11954                0.5655              0.13277             0.57825              0.032876                     1         0.00043842    0.0061238     0.037521    0.072192      0.11476      0.15563      0.20402       0.30375     0.45304      0.60718      0.75031      0.76075      0.83823      0.87919      0.93722      0.99166       0.99977  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=171    1.0523     0.93962    0.040744        0.84732          0.16758               3.7032               0.095533        -17.396    0.028507

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.263415 seconds.
Elapsed time is 0.299521 seconds.
                    mean        sd      coefofvar      min        max       pYis0      pYls0       pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5         p10         p15        p20        p25        p35        p50        p65        p75        p80        p85        p90         p95         p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    _______    _______    _________    _________    ________    ________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       8.0913    1.6476     0.20363       4.6835    22.208          0          0            1    0.0044008       0          4.6835      5.0716      5.6154      5.6154       6.18     6.4398     6.6986     7.3516     8.1055      8.845     9.4862     9.5298     10.048      10.124      10.611     11.068     12.299         2.7146                   1               2.2593               0.25333               8.8497             0.92638               1.1866               0.57445          0.0025473      0.026778     0.076332     0.076332      0.10334     0.14197      0.18557      0.27421      0.41629      0.57711      0.68674      0.75644      0.80609      0.88883      0.93233      0.98575       0.99889  
    cl_mt_pol_a    -7.5499    5.4128    -0.71694      -16.972    47.382    0.14091    0.85909    4.849e-14    0.0049847       0         -16.972     -16.685     -16.407     -16.139    -13.813    -12.949    -12.311    -9.7589    -7.2068    -4.6547    -2.6966    -2.1027    -1.4411           0           0          0          0         2.2593             0.25333               29.299                     1               7.9831             0.25437              -3.9562                -0.583           0.011205      0.052783      0.12849      0.22066      0.32166     0.41576      0.51402       0.6479      0.81837      0.93121      0.97425      0.98873      0.99982            1            1            1             1  
    cl_mt_coh      -7.9982    5.7981    -0.72492      -17.364    50.122          0    0.85911      0.14089    0.0050898       0         -17.364     -17.342     -17.319     -17.297    -14.568    -13.858     -13.17    -10.419    -7.6685    -4.9176    -2.8319    -2.1668    -1.4565    0.077141    0.099711    0.12228    0.12228         8.8497             0.92638               7.9831               0.25437               33.618                   1               4.4391               0.61069            0.01105      0.051918      0.12749      0.22066      0.32475     0.41937      0.51619      0.65034      0.82159      0.93417      0.97676      0.99078       1.0015       1.0011       1.0006            1             1  
    cl_mt_pol_c     3.0267    1.2537     0.41421     0.028507    5.8453          0          0            1      0.14091       0        0.028507    0.028507    0.028507    0.028507     2.6969     3.1086     3.1892     3.3207     3.4196     3.5728     3.6443      3.698      3.776      3.8653      4.0684     4.6019     5.0122         1.1866             0.57445              -3.9562                -0.583               4.4391             0.61069               1.5717                     1          0.0013271     0.0013271    0.0013271    0.0013271    0.0090878    0.065617      0.11146      0.21856      0.38867      0.55957      0.68062      0.73796      0.80225      0.86416      0.92882      0.98878       0.99888  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=172    1.4263     0.88078    0.049935        0.30268          0.4728                2.3772                0.10179        -11.604    0.0037648

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.241629 seconds.
Elapsed time is 0.362737 seconds.
                    mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80         p85         p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    _______    ________    _________    ________    _________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -4.0028     4.2805     -1.0694       -21.108    9.7581           0    0.84443     0.15557    0.0010026       0          -21.108    -20.298    -12.053    -9.3965    -8.0313    -6.9664    -5.9975    -4.8273    -3.2991    -2.0511    -1.1364    -0.60161    0.061069    0.82032     1.6971     2.6479    3.6975         18.323                   1               7.4748               0.68652               9.5312             0.82139               1.5339               0.83982            0.005287      0.062033      0.20968     0.34271       0.4407      0.53708      0.61822      0.74658      0.90262      0.99799       1.0362       1.0469       1.0504       1.0451        1.029       1.0072        1.0009  
    cl_mt_pol_a    -7.0948     2.5436    -0.35851       -11.321    47.023    0.011885    0.98215    0.005968    0.0010468       0          -11.321    -10.913    -10.321    -9.9092    -9.5577    -9.1392    -8.8682    -8.3964    -7.5011    -6.7746    -5.8018     -5.3974     -4.4911    -3.2277    -1.4811          0    1.5206         7.4748             0.68652               6.4699                     1               6.0744             0.88096              0.83246               0.76701           0.0016705      0.029046     0.095771     0.16543      0.22133      0.31417      0.35505      0.48744      0.65707      0.79378        0.881      0.91904      0.95194       0.9809      0.99684       1.0008        1.0004  
    cl_mt_coh      -7.4686     2.7108    -0.36296       -11.572     50.13           0    0.98214    0.017857    0.0035447       0          -11.572    -11.548    -10.919    -10.291    -10.241     -9.662    -9.6128    -8.9842    -7.7761    -7.0983    -5.9148     -5.8165      -4.633    -3.3512    -1.4899    0.10572    1.7269         9.5312             0.82139               6.0744               0.88096               7.3485                   1              0.99248               0.85805           0.0054924      0.018521     0.078711     0.16519       0.2232      0.28242      0.34817      0.48623        0.659       0.8066      0.88073      0.92041      0.95277      0.98169      0.99732       1.0009        1.0004  
    cl_mt_pol_c    0.92733    0.42669     0.46013     0.0037648    7.8669           0          0           1    0.0093392       0        0.0037648    0.03199    0.28757    0.41179     0.4989    0.56217    0.63712    0.71526    0.85236     1.0872     1.2655      1.3407      1.4273     1.5281     1.6249     1.9831    2.4372         1.5339             0.83982              0.83246               0.76701              0.99248             0.85805              0.18206                     1          3.7916e-05    0.00012653    0.0097878    0.031214      0.05462     0.089964      0.12475       0.1883      0.31446       0.4797      0.59976      0.67153      0.73789      0.81982      0.90299      0.97683       0.99735  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=173    4.3958     0.91145    0.027611        0.74007          0.12681               7.3661                0.10506        -16.222    0.014052

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.415605 seconds.
Elapsed time is 0.826187 seconds.
                     mean        sd       coefofvar        min         max      pYis0     pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1          p5         p10         p15          p20           p25          p35        p50        p65        p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ___________    ______    _____    _______    _______    __________    ________    _______    _______    ________    ________    ________    __________    __________    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.0978     50.879      46.345     -5.7405e+05    3.2616       0      0.0786     0.9214    1.0179e-10       0         -9.654    -4.0687    -0.63752     0.18773      0.7333        0.7334       0.73925     1.3791     1.3809     1.3809     1.7449     1.7449     1.7449    1.8597    2.0603    2.2806    2.5235         2588.6                    1             0.91736               0.017683             0.95776             0.01753               0.20353              0.014795          -0.030249    -0.073076    -0.13375    -0.13791     -0.090637    -0.070888    -0.041386    0.078418      0.46168      0.46168      0.79234      0.79234      0.79234      0.81282      0.90901      0.97821       0.99773  
    cl_mt_pol_a    0.058154     1.0196      17.533         -15.827    47.999    0.51     0.32006    0.16994    3.5497e-12       0        -3.7409    -3.0616     -1.8386    -0.63879    -0.61565    -0.0042322    -0.0041555          0          0          0          0          0    0.65311    1.3107    1.9683     3.941    5.9138        0.91736             0.017683              1.0397                      1              1.0787             0.98521               0.13823                0.5014           -0.11968     -0.60193     -2.0722     -3.1029       -3.6979      -3.7032      -3.7094     -3.7094      -3.7094      -3.7094      -3.7094      -3.7094      -2.9729      -2.0516      -1.1887      0.67978       0.92493  
    cl_mt_coh       0.16371     1.0738      6.5591          -16.19    50.134       0     0.16124    0.83876    1.1337e-11       0        -3.9502    -3.2488     -1.8973    -0.59709    -0.54585      0.078648       0.08324    0.10886    0.12989    0.13448    0.13448    0.13448    0.78001    1.4301    2.1571    4.1587    6.1603        0.95776              0.01753              1.0787                0.98521              1.1531                   1               0.15098               0.52002          -0.047529     -0.22606    -0.76643     -1.1285       -1.3182      -1.3009      -1.2696     -1.1391      -1.0703     -0.84173     -0.84173     -0.84173     -0.70184     -0.46959      0.17342      0.75988       0.95704  
    cl_mt_pol_c      1.2678    0.27038     0.21326        0.014052    4.1999       0           0          1     1.902e-09       0          0.544    0.72899     0.87652     0.94077     0.94084       0.94536        1.0896     1.2443     1.2489     1.2489     1.4584     1.6571     1.6571    1.6571    1.6752    1.7296    1.8749        0.20353             0.014795             0.13823                 0.5014             0.15098             0.52002              0.073107                     1         0.00036117    0.0054544    0.033865    0.087073       0.10901      0.14172      0.18068     0.27907      0.57922      0.57922      0.67246      0.91266      0.91266      0.91266      0.94548      0.98687       0.99839  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=174    3.0895     0.87865    0.043467        0.19576          0.14438               3.039                 0.11456        -14.939    0.023783

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.326188 seconds.
Elapsed time is 1.282020 seconds.
                    mean        sd       coefofvar      min        max        pYis0       pYls0       pYgr0        pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90         p95         p99        p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _________    _______    __________    __________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _________    ________    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -32.585     104.11      -3.195      -1180.4    3.7429            0    0.95159      0.048413      6.52e-05       0         -1180.4    -598.59    -133.75    -49.158    -29.268    -19.703    -17.839    -12.203    -8.4416    -5.8222    -4.1325    -3.4236    -2.5934    -1.7364    -0.082559      1.4141     1.6212          10839                   1               97.986               0.41919               134.27               0.532               9.6612                0.3356            0.059149      0.27072     0.60924     0.73108      0.78866      0.82417      0.85064      0.89452      0.93874      0.97084      0.98627      0.99217      0.99677      0.99986       1.0014       1.0005             1  
    cl_mt_pol_a    -7.4991     2.2452     -0.2994      -14.575    46.647    0.0024849    0.99746    5.7951e-05    5.2542e-05       0         -13.965    -13.072    -11.252    -10.038    -9.4314    -9.0094    -8.6474     -8.218    -7.6113    -7.0045    -6.3978    -6.0387    -5.6747    -5.0802      -3.3642    -0.34472          0         97.986             0.41919               5.0411                     1               5.2241             0.95978              0.40835               0.65773           0.0024414     0.019133    0.085298     0.15735      0.22394      0.29102      0.35255      0.45381      0.63881      0.77067      0.85703      0.88648       0.9258      0.96595      0.99001       0.9997             1  
    cl_mt_coh      -7.9867     2.4242    -0.30353      -14.907    50.147            0    0.99746     0.0025435    0.00020824       0          -14.85    -14.159    -12.171    -10.845    -10.183    -9.5488    -9.4915    -8.8575    -8.1948    -7.5322    -6.8695    -6.2642    -6.1782    -5.5156      -3.5563     -0.3004    0.11798         134.27               0.532               5.2241               0.95978               5.8769                   1              0.49446               0.73762           0.0033557     0.018859    0.084606     0.15617       0.2266      0.29661      0.34777      0.45772      0.63677      0.77041      0.85725      0.88647      0.92692      0.96671      0.99043      0.99983             1  
    cl_mt_pol_c     0.7161    0.27651     0.38614     0.023783    5.6362            0          0             1     0.0017759       0        0.023783    0.13666    0.28449    0.37097    0.41713    0.47722    0.51704    0.60061    0.70755    0.80777    0.88744     0.9302     1.0074     1.0768       1.1772      1.5091     1.6091         9.6612              0.3356              0.40835               0.65773              0.49446             0.73762              0.07646                     1          5.8981e-05    0.0016767    0.014541    0.038108     0.066103      0.10503      0.13292      0.21401      0.34852      0.50945      0.62966      0.69406      0.76188      0.83293      0.90641      0.97881       0.99821  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=175     2.004     0.94367    0.038511        0.39533          0.15728               6.4927                0.10533        -18.106    0.0013589

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.459624 seconds.
Elapsed time is 0.807123 seconds.
                     mean         sd       coefofvar       min        max       pYis0       pYls0        pYgr0       pYisMINY      pYisMAXY       p0_1        p1          p5          p10          p15          p20          p25         p35         p50        p65        p75        p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    _________    ______    _______    __________    ________    __________    ___________    _______    _______    ________    _________    _________    _________    _________    ________    _______    _______    _______    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val          3.422    0.44324     0.12952       -748.78    12.369          0    0.00019033     0.99981     2.259e-10    2.2253e-173    0.94552       2.21      2.8666       3.0659        3.068       3.1037        3.105       3.432      3.456      3.456     3.7576     3.7576     3.7576     3.7576     4.1079    4.4449    4.8008         0.19646                  1                 0.127              0.76167               0.12375             0.6974              0.064723              0.66166          0.00016073    0.006625    0.044397    0.090088      0.12262      0.17172      0.21556      0.32335      0.68669      0.68669      0.89289      0.89289      0.89289      0.89289      0.96161      0.99066       0.99902  
    cl_mt_pol_a    0.0044789    0.37617      83.987       -17.664    48.146    0.64215       0.26774    0.090108    1.8296e-11    2.2253e-173    -1.9919    -1.2908    -0.66206    -0.034578    -0.033938    -0.033321    -0.033321           0          0          0          0          0          0          0    0.63372    1.3029    2.6413           0.127            0.76167               0.14151                    1               0.13968            0.92752              0.026197              0.31555            -0.55193      -5.376     -14.247     -14.536      -14.978      -15.696      -15.696      -15.696      -15.696      -15.696      -15.696      -15.696      -15.696      -15.696      -5.8269      -1.2558       0.79616  
    cl_mt_coh        0.11662    0.40032      3.4327       -18.074    50.135          0      0.076972     0.92303    7.6164e-11    9.0112e-173    -2.0383    -1.2919    -0.59697     0.046578     0.072282     0.072282     0.083409    0.097986    0.10911    0.13482    0.13482    0.13482    0.13482    0.13482    0.79294    1.4879    2.8264         0.12375             0.6974               0.13968              0.92752               0.16026                  1              0.031721              0.35904           -0.023033    -0.20871    -0.52128    -0.50773     -0.45719     -0.45719     -0.39188     -0.31128     -0.12639      0.24442      0.24442      0.24442      0.24442      0.24442       0.7072      0.90517        0.9752  
    cl_mt_pol_c       1.2766    0.22069     0.17287     0.0013589    4.1651          0             0           1    9.8511e-09    3.1457e-174    0.78556     0.9028     0.96902      0.97028       1.0059       1.0071       1.2126      1.2395     1.2573     1.2573     1.3075     1.6255     1.6255     1.6255     1.6255      1.65    1.7015        0.064723            0.66166              0.026197              0.31555              0.031721            0.35904              0.048706                    1           0.0015942    0.012444    0.053121    0.078252      0.12345      0.16156      0.20019      0.29184       0.6464       0.6464      0.69077       0.9476       0.9476       0.9476       0.9476      0.98791       0.99866  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=176    1.5686     0.94081    0.012713        0.24043          0.14408               3.8964                0.14296        -5.2038    0.014889

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.282488 seconds.
Elapsed time is 0.317474 seconds.
                     mean         sd       coefofvar      min       max      pYis0       pYls0        pYgr0       pYisMINY     pYisMAXY      p0_1         p1          p5           p10         p15         p20         p25         p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    _______    ______    ______    __________    ________    __________    ________    ________    ________    _________    _________    ________    ________    ________    ________    ______    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         3.6114    0.24485    0.067801      -7.401    13.297         0    6.9502e-08           1    1.9635e-12       0          2.7242      2.7797       3.2655       3.2719       3.388      3.3932      3.5434      3.5445    3.6448     3.6448     3.8135     3.8838     3.8838     3.8838     3.8929     4.1556     4.3988        0.059954                  1              0.035475              0.80864              0.030052            0.63049              0.036333              0.84124           0.0028756    0.0080399    0.054722    0.092468       0.1364      0.19861      0.30279      0.33516         0.71         0.71      0.76038      0.92534      0.92534      0.92534       0.9623      0.99532       0.99964  
    cl_mt_pol_a    -0.024467    0.17917     -7.3227     -5.0769    47.147    0.6371       0.29583    0.067063    2.9328e-12       0        -0.68037    -0.64335     -0.12715     -0.12369    -0.12369    -0.12041     -0.1173           0         0          0          0          0          0          0    0.42384    0.42384    0.98007        0.035475            0.80864                0.0321                    1              0.028133            0.80661              0.012716              0.40238            0.032611      0.37574      1.2052      1.6188       1.6188       1.9311       2.2273       2.2273       2.2273       2.2273       2.2273       2.2273       2.2273       2.2273       1.1123       1.1123         1.012  
    cl_mt_coh        0.10533    0.19467      1.8481     -5.1718    50.183         0       0.13754     0.86246    1.0202e-11       0        -0.66538    -0.58988    -0.064325    -0.026577    0.011172    0.011172    0.048921    0.069749    0.1075    0.14525    0.18299    0.18299    0.18299    0.18299    0.53673    0.61223     1.1378        0.030052            0.63049              0.028133              0.80661              0.037896                  1                0.0124              0.36113          -0.0074691    -0.081434     -0.2196    -0.23517     -0.22667     -0.22667     -0.18434     -0.13289     0.021584      0.29266      0.62535      0.62535      0.62535      0.62535      0.74931      0.97013       0.98853  
    cl_mt_pol_c       1.2749    0.17639     0.13835     0.15836    4.8245         0             0           1    1.9635e-12       0         0.92386     0.94002      0.99742       1.1284      1.1292      1.1292      1.1315      1.2529    1.2632     1.2632     1.2686     1.4442     1.5783     1.5783     1.5783     1.5837     1.8319        0.036333            0.84124              0.012716              0.40238                0.0124            0.36113              0.031113                    1           0.0027046    0.0088465    0.048292     0.10765      0.18254      0.18254       0.2149      0.30683      0.67529      0.67529      0.70941       0.7731      0.97442      0.97442      0.97442      0.99682       0.99985  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=177    4.1505     0.94524    0.043172        0.12514          0.48339               9.3155                0.14423        -17.449    0.010719

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.392449 seconds.
Elapsed time is 4.818893 seconds.
                    mean       sd       coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    __________    __________    _______    __________    __________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      5.3383    0.86717     0.16244     -5.1017e+05    5.6675             0    0.00013166    0.99987    7.0253e-15    1.9345e-07    2.3078    3.6685    4.5984    4.9674    5.1424    5.2485    5.3147    5.4016    5.4795    5.5208    5.5388    5.5472    5.5477    5.5554    5.5705    5.5963    5.6253        0.75199                   1               2.7455               0.38907               2.8563             0.38792              0.12962               0.33422          0.00026721     0.006726    0.038742    0.083501      0.13029      0.17972      0.22972      0.33126      0.48183      0.66061      0.76456       0.8231      0.84939       0.9022      0.96166      0.99006       0.99907  
    cl_mt_pol_a     27.37     8.1377     0.29732         -17.023    47.931    0.00035978    0.00013183    0.99951    2.4808e-16    8.5379e-06    1.0873    4.3861    10.324    14.942    18.241     20.88     22.86    26.158    29.457    32.096    33.416    34.076    34.735    35.395    36.055    38.694    41.993         2.7455             0.38907               66.221                     1                68.91             0.99729               3.1568               0.86737          3.3273e-05    0.0014971    0.013448    0.037779     0.069125        0.107      0.14582      0.23899       0.3859      0.56405      0.68194      0.74994      0.82511      0.91585       0.9492      0.98996       0.99882  
    cl_mt_coh      28.714      8.491     0.29571         -17.417    50.185             0    0.00013199    0.99987     3.166e-16    5.3329e-06    1.2807    4.7219    10.916    15.772    19.213    21.966    24.031    27.472    30.914    33.667    35.043    35.731     36.42    37.108    37.796    40.511    43.952         2.8563             0.38792                68.91               0.99729               72.097                   1               3.2423               0.85379          2.1539e-05    0.0011998    0.012326    0.038203     0.069677      0.10764      0.14653      0.23977      0.38664      0.56466       0.6824      0.75032      0.82538        0.916      0.94929       0.9864       0.99842  
    cl_mt_pol_c    2.4585    0.44724     0.18191        0.010719    6.8649             0             0          1    2.9917e-13    1.9345e-07    1.0935    1.3297     1.643    1.8672    2.0111    2.1251    2.2105    2.3529    2.4975    2.6093    2.6663    2.7517    2.9496     3.092    3.1775    3.3852    3.5561        0.12962             0.33422               3.1568               0.86737               3.2423             0.85379              0.20002                     1          0.00046318    0.0058484     0.03152    0.065266       0.1057      0.14875      0.19046       0.2851       0.4501      0.58946       0.6989      0.75091      0.81548       0.8809      0.93354      0.98657         0.999  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=178    2.2566     0.89843    0.0023183       0.63722          0.38121               8.3813                0.13792        -10.978    0.0011036

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.294769 seconds.
Elapsed time is 0.344672 seconds.
                     mean         sd       coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1          p5         p10         p15        p20         p25         p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    _________    ______    ________    _______    _______    __________    ________    _______    _______    ________    ________    _______    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.002839     25.574     -9008.2       -4138.9    6.0969           0    0.29662    0.70338    8.0647e-07       0        -41.779    -8.5473     -3.4114     -2.3087    -1.7011    -0.80562    -0.13735    0.19329    0.95287    1.2596    1.9019    2.1166    2.3128    2.4881    3.0607    3.7714    4.3056         654.03                   1               6.3594               0.12549               6.7102               0.131               1.2626               0.10564              138.11       186.07       263.45       305.33        341.2       358.13       365.64        358.8      300.02       281.48       213.15       170.85       137.57       110.13       48.479       12.758        2.3468  
    cl_mt_pol_a       1.4679     1.9816        1.35        -10.71    49.264    0.073369    0.12732    0.79931    1.1109e-08       0        -3.0858    -1.5208    -0.89855    -0.35174          0           0     0.22147    0.22147    0.84225     1.463    2.0838    2.7046    3.3254    3.9462    5.1878    8.2917    12.637         6.3594             0.12549               3.9268                     1               3.8163             0.96156               0.7804               0.84271          -0.0037948    -0.016364    -0.047415    -0.065558    -0.065558    -0.065558    -0.038835    -0.038835    0.038872      0.23161      0.33875       0.4378      0.52349      0.60396      0.79452      0.93029       0.99254  
    cl_mt_coh          1.616     2.0029      1.2394       -10.946    50.177           0     0.1273     0.8727    2.9061e-08       0        -3.3348    -1.5404    -0.84594    -0.22371     0.1404     0.17654     0.36238    0.39851     1.0207     1.643    2.2652    2.8513    3.4735    4.1319    5.3763    8.4874    12.807         6.7102               0.131               3.8163               0.96156               4.0114                   1               0.7396               0.79019          -0.0037464    -0.015365    -0.043197    -0.054466    -0.052114    -0.047382    -0.031738    -0.005948    0.077879      0.27204      0.37688      0.41554      0.50543      0.63009      0.80911      0.93557       0.99169  
    cl_mt_pol_c       1.2722    0.46732     0.36735     0.0011036    5.5497           0          0          1    9.9753e-06       0        0.23411    0.39577     0.48013     0.74167    0.86992     0.87165      1.0919     1.0933     1.0948    1.6717     1.676    1.6818    1.7184    1.7213     2.304     2.345     2.973         1.2626             0.10564               0.7804               0.84271               0.7396             0.79019              0.21839                     1          0.00014749    0.0040399     0.019908     0.063944     0.092017      0.10562      0.22552      0.28753     0.38897       0.5084       0.6391      0.70917       0.7923      0.83654      0.92538      0.97985       0.99835  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=179    1.8874     0.89531     0.03592        0.41219          0.41909               7.9457                0.14742        -17.218    0.016932

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.301572 seconds.
Elapsed time is 0.478289 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20        p25        p35         p50        p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    __________    ________    _______    _______    _______    _______    _______    _______    ________    ________    ______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -1.4962     6.4829     -4.3328      -40.426    7.7274           0     0.4251     0.5749     0.0001189    4.8588e-91      -40.13    -33.203    -14.009    -6.9445    -4.5929    -3.0116    -1.8693    -0.46499     0.60732    1.3086     1.5764     1.9163    2.2375    2.5257    2.8984    3.6787    4.3324         42.027                   1               17.017               0.85506               20.321             0.92029               1.6457               0.61437            0.042006       0.2527     0.83761      1.1839       1.3575        1.479       1.5651       1.6339       1.6134       1.5162       1.4151       1.3418       1.2713       1.1904       1.1138        1.022         1.003  
    cl_mt_pol_a    -1.1713     3.0699      -2.621      -16.798    48.266    0.054774    0.62421    0.32102    9.0141e-06    4.8588e-91     -15.417    -12.694    -6.8188    -4.3622    -3.6481    -3.0503    -2.4525     -1.3278    -0.65923         0    0.59404    0.59404    1.2562    1.9183    2.5804    4.5667    7.2152         17.017             0.85506               9.4244                     1               9.7179             0.92935              0.95224               0.75069             0.01862      0.12413     0.44888     0.69834      0.87454       1.0029       1.1323       1.2702       1.4254       1.4291       1.3521       1.3521       1.2878        1.228       1.1741       1.0447        1.0068  
    cl_mt_coh       -1.203     3.4062     -2.8315      -17.186    50.189           0    0.55471    0.44529     1.257e-05    2.0907e-90     -17.068    -14.325    -7.4659    -4.7223    -3.9972    -3.3113    -2.6254      -1.332    -0.56771    0.1887    0.80408    0.80408    1.4508    2.1367    2.8618    4.9195    7.6631         20.321             0.92029               9.7179               0.92935               11.602                   1               1.0756               0.76424            0.022158      0.13324      0.4884     0.75226      0.93888       1.0732       1.2071       1.3458       1.4899       1.4769       1.3784       1.3784       1.3478       1.2778       1.1823       1.0463        1.0069  
    cl_mt_pol_c     1.1506    0.41319     0.35912     0.016932     6.205           0          0          1     0.0042115    4.8588e-91    0.016932    0.39178    0.53609    0.66883    0.75467     0.8133    0.88406     0.97407      1.1159    1.1796     1.4597      1.602    1.6258    1.8322    1.8797      2.07     2.649         1.6457             0.61437              0.95224               0.75069               1.0756             0.76424              0.17073                     1          6.1979e-05    0.0020169    0.018675    0.045056     0.075143      0.10899      0.14842      0.23101      0.36801      0.51557      0.62639      0.73281      0.75921      0.87347      0.92979      0.97909       0.99863  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=180    4.7984     0.95498    0.0040653      0.019498          0.19565               5.3426                0.10829        -13.627    0.023303

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.438590 seconds.
Elapsed time is 0.685361 seconds.
                    mean        sd       coefofvar        min         max       pYis0       pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1         p1          p5         p10          p15          p20          p25          p35          p50         p65        p75        p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    _______    __________    _______    __________    ___________    _______    ________    ________    ________    _________    _________    _________    _________    _________    _______    _______    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.1862     376.86      172.38     -4.1845e+05    5.4611          0    0.00015892    0.99984    5.5059e-09    5.5162e-264      1.985       2.458      2.5465      2.5569       2.7821       2.7847       2.7847       2.7847        2.859     3.0082     3.0082     3.0082     3.0082     3.0852     3.0852    3.2653      3.35       1.4202e+05                  1                7.278              0.048148               8.5916            0.055757              0.69072             0.0083101            -0.3115     -0.29743     -0.25314     -0.16113    -0.078869      0.17386      0.17386      0.17386      0.31089     0.79656      0.79656      0.79656      0.79656      0.95762      0.95762      0.98856       0.99873  
    cl_mt_pol_a    0.33039    0.40111       1.214         -13.294    49.798    0.10833         0.029    0.86267    9.2593e-10    5.5162e-264    -1.1871    -0.59004           0           0    0.0075683    0.0075683    0.0075683    0.0075683    0.0075683    0.65419    0.65419    0.65419    0.65419    0.65419    0.65419    1.3008    1.9474            7.278           0.048148              0.16089                     1              0.11432             0.69703             0.017707               0.20015         -0.0067698    -0.037311    -0.057377    -0.057377    -0.049064    -0.049064    -0.049064    -0.049064    -0.049064     0.88385      0.88385      0.88385      0.88385      0.88385      0.88385      0.98994       0.99921  
    cl_mt_coh      0.44401    0.40888      0.9209         -13.595    50.139          0       0.02903    0.97097    4.0722e-09    1.6497e-262    -1.1789     -0.5297    0.066251    0.092904     0.092904      0.11956      0.11956      0.14621      0.14621    0.76881    0.76881    0.79546    0.79546    0.79546    0.79546    1.4447    2.0673           8.5916           0.055757              0.11432               0.69703              0.16719                   1             0.053416               0.59231         -0.0052979    -0.026224    -0.034125    -0.016862    -0.016862      0.02287      0.02287     0.087945     0.087945     0.54758      0.54758      0.90586      0.90586      0.90586      0.90586      0.99205       0.99623  
    cl_mt_pol_c     1.2797    0.22056     0.17236        0.023303     2.838          0             0          1    1.3308e-07    4.0708e-264    0.87031       0.933      0.9406      0.9406       1.0316       1.0316       1.2437       1.2513        1.254      1.254     1.2566     1.5823     1.5823     1.6808     1.6808    1.6808    1.6835          0.69072          0.0083101             0.017707               0.20015             0.053416             0.59231             0.048646                     1          0.0020079     0.021924     0.079758     0.079758      0.16006      0.16006       0.2372      0.43121      0.68363     0.68363       0.6981      0.83418      0.83418      0.99173      0.99173      0.99173       0.99952  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=181    4.4711     0.88253    0.0029289       0.46866          0.42142               7.8643                0.11062        -19.22     0.020511

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.406921 seconds.
Elapsed time is 0.446135 seconds.
                    mean        sd       coefofvar        min         max       pYis0      pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10         p15         p20         p25         p35        p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    _______    ________    _______    __________    __________    _______    _______    _________    ________    ________    ________    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -15.332     1371.1     -89.423     -2.0837e+05    2.3916          0     0.32794    0.67206    4.3014e-07    8.8309e-26    -36.999    -9.6851      -3.5248     -1.8967    -0.93617    -0.93617    -0.24849    0.27146    0.61082    0.83592    1.1476    1.2177    1.2888    1.4853    1.6377    1.8806    2.0369       1.8798e+06                  1              218.28               0.074896              275.68             0.093901              15.591               0.033084            0.99684        1.0064       1.0215       1.0329       1.0391       1.0391        1.0415      1.0403       1.0355       1.0288       1.0214       1.0193       1.0145       1.0095       1.0056       1.0009        1.0001  
    cl_mt_pol_a     2.1441     2.1256     0.99138         -18.751    49.854    0.12056    0.089837     0.7896     2.804e-08     5.145e-25    -2.6784    -1.4064      -0.1371           0           0           0     0.55537     1.2596     1.9639     2.6682    2.6682    3.3724    4.0767     4.781    6.1895    9.0066    12.528           218.28           0.074896              4.5184                      1              4.3522              0.95618             0.55249                0.75618         -0.0026001    -0.0091762    -0.019953    -0.021888    -0.021888    -0.021888    0.00028439    0.084643      0.21496      0.44022      0.44022      0.55369        0.642      0.71394      0.82452      0.96157       0.99491  
    cl_mt_coh       2.2707     2.1413     0.94303         -19.188    50.142          0    0.089863    0.91014    3.4396e-08      2.96e-25    -2.8331    -1.4204    -0.035135    0.086797     0.14159     0.14159     0.69859     1.3775     2.0839     2.7902    2.8176    3.5239    4.2028    4.9366    6.3492    9.1745    12.679           275.68           0.093901              4.3522                0.95618              4.5852                    1             0.54673                0.74282         -0.0027462     -0.009068    -0.017747    -0.017249     -0.01122     -0.01122      0.014486    0.051745      0.15828      0.32905       0.4568      0.56822       0.6052      0.72432      0.83131      0.96319       0.99391  
    cl_mt_pol_c     1.2818    0.34372     0.26815        0.020511    4.7994          0           0          1    1.2109e-05    8.8309e-26    0.38823    0.47372      0.67826     0.96295      1.1008      1.1123      1.1139      1.116     1.1201       1.26    1.5786    1.5807     1.593    1.8285    1.8347    1.9725    2.3117           15.591           0.033084             0.55249                0.75618             0.54673              0.74282             0.11815                      1          0.0006321     0.0036662     0.023011     0.057764      0.11135      0.17113       0.21105     0.27848      0.43625      0.54654      0.70228      0.73109      0.78693      0.87762      0.93011      0.98284       0.99832  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=182    4.7861     0.91193    0.033466        0.7669          0.062714               8.0738                0.14376        -17.234    0.020448

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.375568 seconds.
Elapsed time is 3.549968 seconds.
                     mean         sd       coefofvar        min         max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1         p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    ________    _________    ___________    ______    _______    __________    _______    __________    ________    _______    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.6848     0.19552     0.11605     -6.5755e+05    2.9668          0    0.00048116    0.99952    1.8446e-31       0         0.5632      1.0834       1.44       1.44       1.44       1.44     1.5063     1.6947     1.6947     1.7325     1.7325     1.9002     1.9002     1.9002     1.9002     2.0182     2.0182        0.038227                  1              0.013287              0.68422              0.012611            0.57522              0.025702              0.91256          -5.6072e-06     0.014183      0.18308      0.18308      0.18308      0.18308      0.21122      0.46213      0.46213      0.7183       0.7183      0.97444      0.97444      0.97444      0.97444         1             1     
    cl_mt_pol_a    0.061582    0.099321      1.6128         -11.242     47.77    0.49772     0.0043284    0.49796    4.9425e-32       0        -1.5365           0          0          0          0          0          0          0          0    0.13174    0.13174    0.13174    0.13174    0.13174    0.13174    0.13174    0.13174        0.013287            0.68422             0.0098647                    1              0.010148            0.91117             0.0069988              0.48916            -0.030331    -0.065296    -0.065296    -0.065296    -0.065296    -0.065296    -0.065296    -0.065296    -0.065296           1            1            1            1            1            1         1             1     
    cl_mt_coh       0.22479     0.11213     0.49882         -11.824    50.184          0     0.0043564    0.99564    1.7102e-32       0        -1.5734    0.070004    0.10801    0.14601    0.14601    0.14601    0.18402    0.18402    0.18402    0.28217    0.32017    0.32017    0.32017    0.32017    0.32017    0.32017    0.32017        0.012611            0.57522              0.010148              0.91117              0.012573                  1             0.0068587              0.42461           -0.0086535    -0.012834     0.012601      0.10514      0.10514      0.10514      0.34176      0.34176      0.34176     0.59023            1            1            1            1            1         1             1     
    cl_mt_pol_c      1.2817     0.14405      0.1124        0.020448     4.112          0             0          1     3.573e-30       0        0.94834     0.94834      1.098      1.098      1.098      1.098     1.2342     1.2714     1.2714     1.2758     1.2758     1.4765     1.4765     1.4765     1.4765     1.7089     1.7089        0.025702            0.91256             0.0069988              0.48916             0.0068587            0.42461              0.020751                    1             0.015927     0.015927      0.18575      0.18575      0.18575      0.18575      0.21676      0.46389      0.46389     0.71186      0.71186       0.9716       0.9716       0.9716       0.9716         1             1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=183    4.4617     0.92621     0.04084        0.61245          0.49829               6.4816                0.1423         -19.932    0.015258

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.464320 seconds.
Elapsed time is 0.687139 seconds.
                    mean       sd       coefofvar        min         max        pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5        p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    _________    __________    _______    __________    __________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.8323     52.558      18.557     -5.6091e+05    3.8605            0      0.038116    0.96188    6.9341e-11    9.6561e-05    -22.323    -7.5376    0.72051    2.3298    2.7513    2.9545    3.0551    3.2138    3.3143    3.4648     3.538    3.5786    3.6223    3.6778    3.7427     3.819    3.8526         2762.4                    1              8.3224               0.022327              8.5534             0.022044             0.61998               0.020282          -0.021493    -0.062055    -0.088969    -0.052641    -0.0078216    0.045443     0.098345      0.21616      0.38282      0.57091      0.68395      0.74127      0.80324      0.87111       0.9351      0.98666       0.99868  
    cl_mt_pol_a    16.626     7.0921     0.42656         -19.446    48.038    4.595e-05    3.4974e-08    0.99995    6.1071e-12    0.00083025    0.73235     2.1035     5.5315    8.2739    10.331    11.702    12.387    14.444    15.815    17.872    19.929      21.3    22.671    25.414    29.527    39.125    47.353         8.3224             0.022327              50.298                      1              51.889              0.99105              3.7328                0.90495         4.5153e-05    0.0019995     0.011524     0.034319      0.069611     0.10758      0.13264      0.24268      0.38877      0.51117      0.62444      0.69669      0.74579      0.81775      0.89602      0.97486        0.9976  
    cl_mt_coh      17.459     7.3825     0.42286           -19.9    50.182            0    3.8676e-08          1    8.1083e-12    0.00041423    0.90686      2.334      5.902    8.7939    10.897    12.324    13.075    15.179    16.643    18.784    20.925    22.315    23.779    26.634    30.915    40.905    49.469         8.5534             0.022044              51.889                0.99105              54.501                    1              3.8839                0.90455         3.3327e-05    0.0012102     0.010424     0.034966      0.063335    0.098148      0.13375      0.22218      0.39015      0.51251      0.62564      0.68195      0.74674       0.8185       0.8965      0.97499       0.99761  
    cl_mt_pol_c    1.9583    0.58161       0.297        0.015258    8.5292            0             0          1    2.1196e-09    9.6561e-05    0.44295      1.077     1.2571     1.378     1.441     1.497     1.553     1.609     1.742    2.1085    2.4626    2.5261    2.6796    2.7706    2.9666    3.3796    4.0516        0.61998             0.020282              3.7328                0.90495              3.8839              0.90455             0.33827                      1         0.00034022    0.0072741     0.027621     0.061892       0.10122        0.14      0.19031      0.25853      0.38533       0.5263      0.66437       0.7089      0.78369      0.84961      0.91983      0.98172       0.99756  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=184    1.4694     0.9331     0.0091761       0.83856          0.22026               6.4558               0.098182        -10.317    0.029298

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.281710 seconds.
Elapsed time is 0.346498 seconds.
                    mean        sd       coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35         p50         p65        p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    _______    _______    __________    ________    ________    ________    _______    _______    _______    _______    _______    ________    ________    _______    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.57027     3.6748      6.4439      -10.442     13.47          0    0.37498    0.62502     0.0018421       0         -10.442     -9.0068    -6.6661    -4.8827    -3.5462    -2.4863    -1.8386    -0.31332      1.6307     1.9894     2.8042     4.4379     4.4905     4.4905    5.4273    7.5743    8.7863         13.504                   1               9.1666                0.8153               10.344             0.86197               1.2921               0.71667           -0.033732      -0.21574    -0.70039     -1.2064       -1.558       -1.859      -2.0169      -2.1823      -1.9831      -1.2917      -1.1231     -0.61052      0.21883      0.21883      0.42322      0.85819       0.98603  
    cl_mt_pol_a    -1.4025     3.0596     -2.1816      -10.066    48.326    0.24556    0.52406    0.23038     0.0001129       0          -9.889     -9.5539    -7.8441    -6.1342    -4.5006    -3.2845    -2.6693     -1.5484    -0.42749          0          0    0.14469    0.14469    0.14469    2.5842    6.2435    10.513         9.1666              0.8153               9.3612                     1               8.9059             0.89133              0.72805               0.48499           0.0079979      0.071433      0.3413     0.57982      0.76169      0.90377       1.0219       1.1742       1.2476       1.2476       1.2476       1.2336       1.2336       1.2336       1.1752        1.057        1.0083  
    cl_mt_coh      -1.4381     3.2657     -2.2708      -10.285    50.126          0    0.52401    0.47599    0.00014407       0         -10.262     -10.215    -8.3685     -6.522    -4.6756    -3.4446    -2.8057     -1.5748    -0.34379    0.12567    0.12567    0.24827    0.27169    0.27169    2.7336    6.4265    10.735         10.344             0.86197               8.9059               0.89133               10.665                   1              0.95747               0.59757            0.007667      0.074929     0.35691     0.60328      0.80742      0.93624       1.0606       1.2129       1.2796       1.2611       1.2611       1.2499       1.2371       1.2371        1.176       1.0568        1.0082  
    cl_mt_pol_c     1.3216    0.49064     0.37124     0.029298    5.5805          0          0          1      0.019419       0        0.029298    0.029298    0.87017     0.9252    0.98023     1.0271     1.0454      1.0985      1.1323     1.2577     1.4199     1.8653     2.0777     2.0777    2.1001     2.738    3.2833         1.2921             0.71667              0.72805               0.48499              0.95747             0.59757              0.24073                     1          0.00043048    0.00043048    0.021156    0.054724     0.096793      0.13065      0.16885      0.25099      0.43337       0.5095      0.60993       0.6732      0.87626      0.87626      0.90892       0.9787       0.99775  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=185    1.2139     0.90608    0.035345        0.65902          0.17939               3.4737                0.11643        -12.034    0.014979

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.267483 seconds.
Elapsed time is 0.436945 seconds.
                    mean        sd      coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5         p10        p15        p20        p25        p35         p50        p65        p75        p80        p85        p90         p95         p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    ________    _______    _________    _________    ________    ________    ________    ________    _______    _______    _______    _______    ________    _______    _______    _______    _______    _______    ________    ________    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.16095    2.2734      14.125      -4.6315    13.135           0    0.43033      0.56967    0.0016705       0         -4.6315     -4.3534     -4.0254    -3.2628     -2.703    -2.1624    -1.6414    -0.73825    0.49995     1.4787     2.0914     2.4009     2.7173      3.0458      3.0859     3.6816       4.37         5.1685                   1                5.2472               0.66005              8.3904             0.97599               0.64221               0.64939          -0.048071      -0.56823       -1.4074     -2.4239      -3.3865      -4.1174      -4.7044      -5.4223      -5.4754      -4.5089      -3.3274      -2.6828      -1.7948      -1.0373      -0.1204      0.77462       0.98227  
    cl_mt_pol_a    -4.8531    3.4967    -0.72052      -11.741    45.236    0.060231    0.93626    0.0035041    0.0030671       0         -11.741     -11.485     -11.005    -10.057     -9.268    -8.5113    -7.6923     -6.2434    -4.2356    -2.8414    -1.7804    -1.1892    -1.1405    -0.57348           0          0    0.60439         5.2472             0.66005                12.227                     1               9.036             0.68337             -0.057888             -0.038057          0.0074201      0.043445        0.1351     0.24972      0.33851      0.42463      0.51086      0.65633      0.81359      0.92555      0.96526      0.98467      0.99284       1.0004       1.0004       1.0004             1  
    cl_mt_coh      -5.1467    3.7814    -0.73473      -12.002    50.149           0    0.91285     0.087152    0.0032121       0         -12.002     -11.973     -11.915    -10.678    -10.016    -9.3533    -8.1458     -6.8212     -4.377    -3.0232    -1.8157    -1.1827    -1.1242    -0.49122    0.090517    0.14903    0.74553         8.3904             0.97599                 9.036               0.68337              14.299                   1                1.0665               0.64834          0.0074907      0.033447       0.13036     0.24419      0.34218      0.42542      0.51761      0.66262      0.81935      0.93097      0.96963      0.98771      0.99577       1.0022       1.0017       1.0005        1.0001  
    cl_mt_pol_c     1.5094     0.435     0.28819     0.014979    7.2854           0          0            1     0.057873       0        0.014979    0.014979    0.014979     1.2135     1.3236     1.3778     1.4319      1.5026     1.6053     1.7028     1.7513     1.7788     1.8064       1.838      1.9186     2.0512     2.5143        0.64221             0.64939             -0.057888             -0.038057              1.0665             0.64834               0.18923                     1         0.00057431    0.00057431    0.00057431    0.029176     0.074255      0.11998      0.16884      0.25879      0.41633      0.58645      0.69281      0.75287      0.81769      0.87419      0.93414      0.98549       0.99896  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=186    3.6357     0.90139    0.054245        0.78308          0.3034                2.2059                0.10944        -6.2276    0.015212

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.439890 seconds.
Elapsed time is 0.940435 seconds.
                    mean       sd       coefofvar      min        max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15        p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    _________    _______    __________    __________    _______    _______    _______    ________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      1.3822     33.244      24.052       -23474    3.7735            0      0.15772    0.84228     4.199e-07    2.2015e-05    -47.006    -9.3384    -4.9299    -0.82929    -0.18103    1.0612    1.5943     2.132    2.5966    2.8436    3.0856    3.1875    3.2794    3.4072    3.5309    3.6512    3.7299         1105.2                    1              13.811               0.064533              14.386             0.063752              1.5737               0.072045            -0.16975       -0.32428     -0.48138    -0.54885     -0.57373     -0.54787     -0.50016      -0.3532     -0.11809      0.18212      0.39516      0.51829      0.62417      0.74561      0.86972      0.97383       0.99731  
    cl_mt_pol_a    8.9905     6.4378     0.71607      -6.0757    47.427    0.0084781    0.0062198     0.9853    1.7516e-07    8.7686e-05    -1.5654          0     1.1678      1.1678      2.2562    3.3447    4.4332    6.0658    8.2428    9.8755    11.508    13.141    14.774    17.495    21.849    28.923    39.264         13.811             0.064533              41.445                      1              43.511              0.99574              3.9414                0.93179          -0.0002381    -0.00071884     0.010713    0.010713     0.020189     0.036267      0.06056      0.12538      0.25363      0.42855      0.52249      0.59572      0.65912      0.74646      0.85172      0.96288       0.99561  
    cl_mt_coh      9.5639     6.7876     0.70971      -6.1956     50.14            0    0.0062169    0.99378    2.0602e-07    1.0287e-05    -1.5786    0.08604     1.2901      1.3442      2.4647    3.6392    4.7867    6.4809    8.7759    10.497    12.218    13.886    15.661    18.557    23.174    30.633    41.453         14.386             0.063752              43.511                0.99574              46.072                    1              4.0819                0.91528         -0.00024438    -0.00062658    0.0046965    0.010306     0.019174     0.036512      0.06052       0.1187      0.24396      0.40012      0.51523      0.57725      0.65413      0.74604      0.85256      0.96311       0.99531  
    cl_mt_pol_c    1.7688    0.65704     0.37147     0.015212    7.2404            0            0          1    7.4887e-07    2.2015e-05     0.3336    0.51964    0.70923      1.1435      1.2026    1.2616    1.3207    1.4224      1.57    2.0598    2.2664    2.3372    2.4553    2.6298    2.8818    3.7258    4.3871         1.5737             0.072045              3.9414                0.93179              4.0819              0.91528              0.4317                      1          0.00020176      0.0028019      0.01578    0.058365     0.082896      0.11492      0.15208      0.23297      0.35855        0.507      0.63687      0.69281      0.75906      0.82875      0.90671      0.97785       0.99738  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=187    4.2187     0.94555    0.030725        0.37879          0.38908               7.7975                0.11719        -16.998    0.028094

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.654927 seconds.
Elapsed time is 1.463224 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5        p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1       fracByP5      fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    ________    _______    __________    __________    _______    ________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.4646     4.0701      1.1748       -30606    5.5231           0    0.023778    0.97622    7.7096e-11    1.2196e-12    -3.4468     -1.2586     0.79405    1.9385    2.4644    2.7929    3.1955    3.5492    3.9112     4.111    4.2581    4.3098    4.3492    4.4323    4.5217    4.7665    5.0048         16.566                   1               4.0823               0.25803               4.1342             0.25347                0.2496              0.21881           -0.0038405     -0.0081315     -0.0033704     0.014095    0.056555     0.087977      0.13422       0.2258      0.39468      0.56613      0.72116      0.74299       0.8207      0.86861      0.93387      0.98596       0.99863  
    cl_mt_pol_a    6.7114     3.8872     0.57919      -16.584     48.51    0.015254    0.008191    0.97656    3.6797e-12    1.5886e-11    -1.1404           0    0.090468     1.417    2.0803    2.7436    3.4068    5.3967    6.7232     8.713     10.04     10.04    10.703    11.366    12.029    16.009    20.652         4.0823             0.25803                15.11                     1               15.415             0.98955                0.8228              0.75524          -0.00032668    -0.00084697    -0.00034406     0.011775    0.023542     0.039781     0.061244      0.16293      0.26515      0.47473       0.6624       0.6624      0.79889       0.8564      0.89273      0.97956       0.99723  
    cl_mt_coh      7.0496     4.0074     0.56846      -16.966     50.15           0    0.008189    0.99181    4.4293e-12    8.9922e-12    -1.1241    0.091003     0.24325    1.5516    2.2647    2.9779    3.6615     5.624    7.0798    9.1308    10.439    10.498    11.182    11.806    12.549    16.592    21.407         4.1342             0.25347               15.415               0.98955               16.059                   1               0.83738              0.74555          -0.00031165    -0.00070969     0.00074081    0.0067793    0.019301     0.042966     0.064816      0.12765      0.26959      0.47853      0.58016      0.66513      0.80068      0.80886      0.89379      0.97424       0.99674  
    cl_mt_pol_c    1.4862    0.28027     0.18858     0.028094    5.5488           0           0          1    2.0496e-09    1.2196e-12    0.55005     0.70523      1.1525    1.2137    1.2544    1.2952    1.3156    1.3767    1.4411    1.5226    1.6118     1.683    1.7646    1.8257    2.1623    2.2438    2.4068         0.2496             0.21881               0.8228               0.75524              0.83738             0.74555              0.078552                    1           0.00059755      0.0077357       0.036805     0.087822     0.12493      0.16824      0.19969      0.30327      0.43822      0.58766      0.68749      0.74659      0.81169       0.8712      0.94534      0.98457       0.99869  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=188    3.8268     0.92426    0.0078932       0.23628          0.42251               3.2866                0.13551        -16.65     0.013311

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.446107 seconds.
Elapsed time is 0.567164 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15         p20         p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -1.1396     229.59     -201.47       -70996    4.3615           0    0.14992    0.85008    6.1276e-08    7.2043e-37    -105.52    -14.177    -3.5364    -1.3886     0.13716     0.70965     1.0809     1.3408    1.6621    1.8865    2.0575    2.0831    2.2257     2.364    2.5168    2.8344    3.1476          52711                    1              24.803               0.061514              28.278             0.067735              2.2763               0.034554            1.6345        1.9174      2.1694      2.2581       2.2698        2.244       2.1739       2.0399       1.8108       1.5344       1.4589       1.3747       1.3239        1.222       1.1029       1.0262        1.0027  
    cl_mt_pol_a    0.90539     1.7562      1.9397      -16.244    49.608    0.085168    0.21489    0.69994     2.193e-08    1.2733e-35      -5.34    -3.4512    -2.1374    -1.4865    -0.31971    -0.28859          0    0.34964    1.0244    1.6992    1.6992    1.6992     2.374    3.0488    3.7235    5.7479     8.447         24.803             0.061514              3.0843                      1              3.0126              0.94334             0.37504                0.74424         -0.007125     -0.055604     -0.1788    -0.26131     -0.31218     -0.33256     -0.33256     -0.28535     -0.07503      0.31847      0.31847      0.31847      0.51973      0.65226      0.75238      0.92641       0.99219  
    cl_mt_coh       1.0075     1.8184      1.8049      -16.618    50.173           0    0.21484    0.78516    8.8049e-08    3.0362e-36    -5.6658    -3.6609    -2.2299    -1.5145     -0.2957    -0.15424    0.10273    0.45513    1.1352      1.78    1.8507    1.8861    2.4954    3.1402     3.891    5.9667    8.6517         28.278             0.067735              3.0126                0.94334              3.3066                    1             0.39219                0.75167         -0.007448     -0.046975    -0.16956    -0.24475     -0.28871     -0.30112     -0.29778     -0.26589     -0.13606     0.056484      0.26756       0.3608      0.45011      0.57794      0.74815      0.93223       0.99108  
    cl_mt_pol_c     1.2615    0.28693     0.22746     0.013311    4.6055           0          0          1    1.9623e-06    7.2043e-37    0.30189    0.55216    0.88413    0.94794      1.0249      1.1114     1.1433     1.1514    1.1567    1.2837    1.5229    1.5336    1.5389    1.8368    1.8422    1.8635    2.0064         2.2763             0.034554             0.37504                0.74424             0.39219              0.75167             0.08233                      1         0.0001822      0.003413    0.030552    0.075305      0.10463      0.15324      0.21143      0.36729      0.47682      0.59941      0.67726      0.78734      0.81367      0.91175      0.94384      0.98807       0.99857  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=189    2.3411     0.93195    0.022664        0.62182          0.37552               8.1071               0.097351        -5.1715    0.016469

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.387164 seconds.
Elapsed time is 0.605713 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15         p20         p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      1.3603     3.3729      2.4795      -184.68    8.5726           0    0.20018    0.79982    1.3873e-05    1.3598e-12    -22.693    -8.8176    -4.4453      -2.23     -1.1323    -0.16726    0.64188      1.208    2.1956    2.7156    3.1828    3.5182    3.7772    4.2221    4.8579    5.6965    6.4327         11.376                   1               7.5231               0.72247               7.4408             0.69359               1.0714               0.76729           -0.028407     -0.17572     -0.32135     -0.45242      -0.507     -0.52705     -0.50034      -0.44388    -0.19421     0.067076      0.23165      0.39524      0.49877      0.64193      0.80486      0.95587       0.99512  
    cl_mt_pol_a    2.1956     3.0873      1.4061      -5.0453    48.892    0.066458    0.19441    0.73913    2.1141e-07    4.3574e-12    -3.6866    -2.6606    -2.1475    -1.1597    -0.61863           0          0    0.99863    2.0996    2.6501    3.2006    3.7511    4.8521    5.9531    8.7056    12.559    16.963         7.5231             0.72247               9.5313                     1               9.6477              0.9825               1.0681               0.83573           -0.002592    -0.017405     -0.07041    -0.094424    -0.11762     -0.12365     -0.12365     -0.078175    0.080579      0.24835      0.32956       0.3986      0.50891      0.59749      0.77534      0.94968       0.99119  
    cl_mt_coh      2.3392     3.1806      1.3597      -5.1395    50.125           0    0.17985    0.82015    2.8832e-07    2.5267e-12    -3.9209    -2.7949     -2.232    -1.1292    -0.56621    0.078305    0.12461     1.1459    2.2487    2.8348    3.3978    3.9607    5.0404    6.2126    8.9812    12.968    17.472         7.4408             0.69359               9.6477                0.9825               10.116                   1               1.0504               0.79779          -0.0025772     -0.01715    -0.068687    -0.097367    -0.11279      -0.1166     -0.11373     -0.063932    0.043822      0.26516      0.34576      0.41395      0.48052      0.60905      0.75601      0.95134        0.9915  
    cl_mt_pol_c    1.3127    0.41397     0.31536     0.016469    5.7565           0          0          1    1.3873e-05    1.3598e-12    0.22836    0.32825    0.63431    0.92995      0.9956      1.0438      1.103     1.1257    1.1506    1.2657    1.7608    1.7739    1.7884    1.8259    1.8936    2.0682     2.731         1.0714             0.76729               1.0681               0.83573               1.0504             0.79779              0.17137                     1          0.00019822    0.0036021     0.018126      0.05028    0.093965       0.1279       0.1738       0.26727     0.40444      0.51572      0.64819      0.73298      0.78469      0.85749      0.92163      0.98083       0.99819  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=190    3.8356     0.95214    0.0012628       0.90387          0.37475               6.3932                0.1185         -5.8166    0.0088778

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.449680 seconds.
Elapsed time is 0.879375 seconds.
                    mean        sd      coefofvar        min         max        pYis0        pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ___________    ______    _________    __________    _______    __________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -154.85    719.22     -4.6445     -2.4088e+05    4.7826            0       0.74036    0.25964    1.1885e-11     0.02354      -10763    -1935.2    -544.53    -348.07    -182.24    -124.49     -68.38    -28.721    -12.363    -3.5992    0.26131    1.2028    2.8788    3.8003    3.8003    4.7826    4.7826       5.1728e+05                 1               3561.1               0.33719               3539.6             0.33471               144.31               0.13734              0.20949       0.41555      0.74429     0.79415      0.89086      0.91975      0.94977      0.97807       0.9979       1.0038       1.0046       1.0044       1.0037       1.0009       1.0009         1             1     
    cl_mt_pol_a     27.691    14.684      0.5303         -5.6747    49.937    0.0083558    8.2712e-09    0.99164    1.5819e-11    0.099142           0    0.44798     4.9987     6.7052     8.4117     12.394     16.375     22.064     27.752     34.009     40.267     43.68    46.524    49.368    49.937    49.937    49.937           3561.1           0.33719               215.63                     1               215.58             0.99847               11.743               0.54739          -1.2143e-09    0.00023022    0.0037723    0.023852     0.029082     0.047361     0.076234      0.14466      0.32239      0.45477      0.58598      0.65984      0.73756      0.82121            1         1             1     
    cl_mt_coh       27.854    14.703     0.52787         -5.7846    50.152            0    8.8543e-09          1    1.6406e-11    0.048947    0.091841    0.54039     5.1268     6.8354     8.5441     12.561     16.488     22.243     27.909     34.114     40.409    43.857    46.734    49.582    50.122    50.152    50.152           3539.6           0.33471               215.58               0.99847               216.19                   1               11.615               0.54073           4.9048e-06    9.2325e-05     0.003561      0.0156     0.028489     0.048078     0.073428      0.14562      0.28759      0.44432       0.5772      0.65403      0.73809      0.82158      0.91187         1             1     
    cl_mt_pol_c     1.3143     1.461      1.1116       0.0088778    9.7064            0             0          1    2.9908e-10     0.02354    0.050304    0.18774    0.19565    0.69849    0.70496    0.71573    0.72435    0.73153    0.79394      1.314     1.3728    1.4926    1.5055    2.0851    2.6547    9.7064    9.7064           144.31           0.13734               11.743               0.54739               11.615             0.54073               2.1344                     1           0.00011536     0.0014578    0.0089247    0.027578     0.055149     0.081593      0.11049       0.1763      0.25259      0.38185      0.47994       0.5375      0.59379       0.6643      0.80836         1             1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=191     4.164     0.95778    0.024028        0.83168          0.41332               5.8839                0.14511        -8.7089    0.0038807

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.546121 seconds.
Elapsed time is 1.059906 seconds.
                    mean       sd      coefofvar        min         max        pYis0        pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5        p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ___________    ______    _________    __________    _______    __________    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      4.4636    15.264      3.4196     -1.3446e+07    7.0077            0      0.063894    0.93611    2.3305e-17    0.012108    -104.54      -21.6    -2.9497    2.8037    4.2389    4.8685    5.3006     5.754    6.1119     6.473     6.642    6.7211    6.8001    6.8754    6.9449    7.0077    7.0077         232.98                   1               43.695                0.2665               44.294             0.26378               2.3899               0.14851            -0.06071       -0.159    -0.22361    -0.21314     -0.17294     -0.12155     -0.059938    0.065692      0.26939      0.47235       0.6239      0.69626      0.77214      0.84467      0.96762         1             1     
    cl_mt_pol_a    32.292    10.742     0.33264         -8.4965    48.827    8.261e-05    4.5766e-15    0.99992    9.2789e-19    0.063501     3.1957     7.8758     11.971    17.236    20.746    23.086    25.426    28.936    31.861    37.127    40.637    42.977    45.317    47.072    48.827    48.827    48.827         43.695              0.2665               115.38                     1               117.78             0.99673                 7.65               0.67553          0.00010573    0.0022503    0.014172    0.037536     0.069493      0.10095       0.14245     0.23081      0.37899       0.5421      0.64864      0.72115      0.79739      0.85868            1         1             1     
    cl_mt_coh      33.219    11.001     0.33117         -8.6769    50.186            0      5.27e-15          1      1.91e-18    0.029337     3.4583     8.2124     12.444    17.836    21.392    23.827    26.223    29.817    32.813    38.051    41.799    44.157    46.476    48.389    50.109    50.186    50.186         44.294             0.26378               117.78               0.99673               121.03                   1               7.6925               0.66325          0.00011174    0.0019839    0.014358    0.037856     0.067137      0.10145       0.14301     0.23144      0.37964      0.52613      0.64913       0.7133      0.77981      0.85891      0.92557         1             1     
    cl_mt_pol_c    2.0537    1.0543     0.51336       0.0038807    9.0978            0             0          1    2.7492e-16    0.012108    0.38301    0.48141     1.1367    1.2632    1.3616    1.4319    1.4881    1.5865    1.8396    2.2604    2.3828    2.4531    2.5134    2.5936    3.7678    9.0978    9.0978         2.3899             0.14851                 7.65               0.67553               7.6925             0.66325               1.1115                     1          0.00017865    0.0027375    0.022536    0.051385     0.085299      0.11943       0.15306     0.23167      0.34876      0.50323      0.61808      0.68027      0.73448      0.79921       0.9336         1             1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=192    1.4319     0.90038    0.041764        0.20839          0.1553                9.6697                0.12227        -10.72     0.0054055

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.316165 seconds.
Elapsed time is 0.749666 seconds.
                     mean        sd       coefofvar       min        max       pYis0       pYls0        pYgr0       pYisMINY     pYisMAXY     p0_1         p1          p5          p10          p15          p20          p25          p35          p50         p65        p75        p80        p85        p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    _______    __________    ________    __________    ________    _______    ________    ________    _________    _________    _________    _________    _________    _________    _______    _______    _______    _______    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        2.1216    0.37023      0.1745       -17.847    10.751          0    0.00086228     0.99914    2.7611e-07       0        0.16537      1.2792      1.6295       1.7979       1.8017       1.9693       1.9723       2.0834       2.0889     2.2212     2.2212      2.369      2.369     2.4734     2.4734     2.7108    2.9472         0.13707                  1              0.083847              0.89379              0.084769            0.81076              0.045563              0.67572          -0.0020877    0.0048811    0.031341     0.09729      0.12335      0.18894      0.20924      0.37551      0.46157      0.73255      0.73255      0.82763      0.82763      0.97419      0.97419       0.9877        0.9993  
    cl_mt_pol_a    -0.11319    0.25339     -2.2386       -10.459    45.616    0.46502       0.51495    0.020035    8.8211e-09       0        -1.8635     -0.7515    -0.71893     -0.17054     -0.17054     -0.17054     -0.16684     -0.16684     -0.16684          0          0          0          0          0          0    0.41502    1.0098        0.083847            0.89379              0.064206                    1              0.062349            0.87129              0.020221              0.43816            0.041953      0.13675     0.38744     0.64389      0.64389      0.64389       1.0798       1.0798       1.0798       1.0798       1.0798       1.0798       1.0798       1.0798       1.0798       1.0107             1  
    cl_mt_coh      0.015006    0.28241       18.82       -10.688    50.157          0       0.51496     0.48504    3.7943e-08       0        -1.9206    -0.71258    -0.65033    -0.061861    -0.061861    -0.061861    -0.030734    -0.030734    -0.030734    0.12538    0.15651    0.15651    0.15651    0.15651    0.15651    0.58886    1.1773        0.084769            0.81076              0.062349              0.87129              0.079756                  1              0.020643              0.40134            -0.35008      -1.0562     -2.7801     -3.5928      -3.5928      -3.5928      -4.1985      -4.1985      -4.1985      -2.9023      0.18425      0.18425      0.18425      0.18425      0.18425      0.90425       0.93829  
    cl_mt_pol_c      1.2669    0.18213     0.14376     0.0054055    6.5783          0             0           1    1.2113e-05       0        0.83825     0.90575     0.97326      0.97326       1.1605       1.1642       1.2056       1.2405       1.2481     1.2609     1.2609     1.4128     1.4128        1.6        1.6     1.6422    1.6932        0.045563            0.67572              0.020221              0.43816              0.020643            0.40134              0.033172                    1           0.0010148      0.00714    0.075953    0.075953      0.15961       0.1799      0.20903      0.36756      0.45418      0.71198      0.71198      0.81325      0.81325      0.96754      0.96754      0.98653       0.99903  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=193    2.6126     0.90519    0.050847       0.017696          0.36254               8.4652                0.12094        -16.051    0.027977

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.336236 seconds.
Elapsed time is 1.391424 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35         p50       p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    _______    _______    _______    ________    _______    ______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -2.3018     14.379     -6.2468      -195.96    5.8841           0    0.35378    0.64622    2.4395e-05    1.0406e-75    -175.92    -61.861    -16.084    -7.7481    -3.8867    -2.2718    -1.2624    -0.11022     1.1136    1.8524     2.1232     2.2071    2.3514    2.4391    2.6411    2.9937    3.3901         206.76                   1               24.779               0.63429                28.75             0.67083               2.3605               0.51281             0.09127      0.53855      1.0302       1.251       1.3771       1.4446       1.4781      1.5022        1.4545       1.3423      1.2492        1.2132       1.1367       1.1037       1.0464       1.0114       1.0013   
    cl_mt_pol_a    -1.4029     2.7168     -1.9366       -15.66    47.581    0.059521    0.60407    0.33641     1.598e-06      7.43e-74    -14.018    -9.1029     -6.503    -5.3005    -4.1875    -3.5731    -2.9587     -2.2941    -1.0915         0     0.7598     0.7598    1.4012    1.4012    2.0426    3.3253    4.6081         24.779             0.63429               7.3811                     1               7.8873             0.97404              0.76392               0.87836            0.010536     0.082198     0.31046     0.51266       0.6833      0.80773      0.93003      1.1074        1.2632       1.2964      1.2339        1.2339       1.1165       1.1165       1.0612       1.0159       1.0033   
    cl_mt_coh      -1.4388     2.9805     -2.0715      -16.019    50.155           0    0.60403    0.39597     2.064e-06    4.4129e-74    -15.253    -9.8307    -7.1347    -5.7867    -4.4694    -3.7954    -3.1214     -2.4167    -1.0688    0.1548    0.92253    0.95323    1.5965    1.6272    2.2705    3.6185    4.9972          28.75             0.67083               7.8873               0.97404               8.8836                   1              0.84522               0.88584            0.011497     0.094335     0.32994     0.54338      0.72122      0.85194      0.97888      1.1615        1.3147       1.3359      1.2997        1.2572       1.2046       1.1256       1.1014       1.0273       1.0035   
    cl_mt_pol_c     1.1173    0.32012     0.28651     0.027977    5.9335           0          0          1    0.00072221    1.0406e-75    0.17951    0.32495     0.5431    0.68854    0.77814    0.86576    0.93816      1.0521     1.1612    1.2339     1.3021     1.3674       1.4    1.4372    1.5309     1.962    2.0598         2.3605             0.51281              0.76392               0.87836              0.84522             0.88584              0.10248                     1          0.00032294    0.0030641    0.020633     0.05053     0.079309        0.118       0.1564      0.2682       0.40067      0.55462      0.6675       0.75283      0.80915      0.86219      0.91761      0.98791        0.999   

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=194    1.1089     0.89194     0.01894        0.75519          0.2984                8.8719                0.12456        -11.175    0.0074759

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.199629 seconds.
Elapsed time is 0.220679 seconds.
                     mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1          p1           p5          p10        p15        p20        p25        p35        p50        p65        p75        p80        p85         p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    ________    _______    ________    __________    ________    _________    _________    _________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.06228     2.5048     -40.219       -5.7165    13.024           0    0.48004     0.51996     0.0029961       0          -5.7165      -5.1344      -4.3369      -3.64    -3.0163     -2.429    -1.9497    -0.9065    0.26161     1.2049     1.7115     2.0276      2.3372     3.0299     3.9023    5.3937    6.7363         6.2742                   1                4.8486               0.58391               8.183             0.88904               0.92124                0.6853              0.275        2.4958        5.6105      7.7726       10.019       12.488       13.923       16.261       17.081       15.178       12.706      11.356         9.404       7.2673        4.655       1.9104        1.0641  
    cl_mt_pol_a     -4.0116     3.3151    -0.82639       -10.903    45.395    0.096244    0.87791    0.025845    0.00023899       0          -10.644      -10.398      -9.9375    -8.8605    -8.2722    -7.3241    -6.6069    -5.1705    -3.2763    -2.1661    -1.0798    -1.0559    -0.50085          0          0    1.2851    4.3483         4.8486             0.58391                 10.99                     1              7.6436             0.62746             -0.045361             -0.025496          0.0063126      0.026216        0.2207     0.24926      0.37628      0.47262      0.56795      0.69354      0.86249      0.95115      0.98792      1.0014          1.01         1.01         1.01       1.0068        1.0009  
    cl_mt_coh       -4.3178     3.6746    -0.85105       -11.143    50.159           0     0.8779      0.1221    0.00020772       0          -11.111       -11.08      -11.016    -9.7992    -9.1431    -7.9265    -7.2704    -5.4614     -3.525    -2.2765    -1.0599     -1.028     -0.4038    0.12758    0.15944    1.4689    4.5901          8.183             0.88904                7.6436               0.62746              13.503                   1                1.2319               0.62467          0.0052784      0.026255       0.22491     0.25356      0.38278      0.47864      0.57723      0.70373      0.87331      0.96003      0.99467      1.0069        1.0135       1.0125       1.0103       1.0067        1.0009  
    cl_mt_pol_c      1.5631    0.53668     0.34333     0.0074759     8.945           0          0           1      0.070926       0        0.0074759    0.0074759    0.0074759     1.1182     1.3256     1.3999      1.462     1.5311     1.6084     1.7152     1.8186     1.8788      1.9655     2.0609     2.1924    3.0547     3.798        0.92124              0.6853             -0.045361             -0.025496              1.2319             0.62467               0.28802                     1         0.00033921    0.00033921    0.00033921     0.02022      0.05975      0.11258      0.16705      0.26694      0.41688      0.55551      0.67505      0.7315       0.78928      0.85811      0.93296      0.98206       0.99861  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=195    2.7858     0.92069    0.027066        0.57106          0.33562               7.9799                0.1443         -19.757    0.0071918

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.327191 seconds.
Elapsed time is 0.525873 seconds.
                    mean       sd       coefofvar       min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10         p15        p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10     fracByP15     fracByP20     fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _________    ______    ________    ________    _______    __________    __________    _______    _______    ________    _________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      1.7663     13.164      7.4528       -3762.3    6.2243           0     0.10794    0.89206    6.8413e-08    1.8969e-21    -14.796    -3.4758    -0.93561    -0.034503    0.79721    0.94324    0.96647    1.8069    2.1853    2.6084    2.8164    3.0122    3.1663    3.3581    3.7417    4.1858    4.7024          173.3                   1                4.168               0.13446               4.2946             0.13456              0.53915               0.11512           -0.064553      -0.09379     -0.13446      -0.14375      -0.12632     -0.082434    -0.070259    0.050525      0.19601      0.46536      0.55228      0.62928      0.69269      0.78554      0.89586      0.97489       0.99752  
    cl_mt_pol_a    2.5525     2.3547      0.9225       -19.275    48.682    0.069836    0.038152    0.89201    2.9328e-09    7.3335e-21    -2.3989    -1.0923           0            0    0.16915    0.16915    0.86219    1.5552    2.2483    3.6344    3.6344    4.3274    5.0205    5.7135    7.0996    9.1787    13.337          4.168             0.13446               5.5444                     1               5.5563             0.97334              0.66491               0.79374          -0.0014601    -0.0090023    -0.013212     -0.013212    -0.0042095    -0.0042095     0.030018    0.090192      0.17701      0.49887      0.49887      0.59836      0.67826      0.74508      0.85318      0.95782       0.99404  
    cl_mt_coh      2.7802     2.4243     0.87199       -19.725    50.185           0    0.038143    0.96186    3.7254e-09     4.242e-21     -2.527    -1.0652     0.14652       0.1847    0.32025    0.35843    0.99388    1.7057    2.4938    3.8411    3.9174    4.5911    5.2647    6.0529    7.4765    9.6119    13.883         4.2946             0.13456               5.5563               0.97334               5.8774                   1              0.69014               0.80018          -0.0014385    -0.0083916     -0.01003    -0.0073687    -0.0010213     0.0090269     0.014001     0.05555      0.19728      0.34098      0.51508      0.55624      0.62296      0.75477       0.8591      0.95967       0.99432  
    cl_mt_pol_c     1.346    0.35576     0.26432     0.0071918     5.242           0           0          1    1.9936e-06    1.8969e-21    0.37603    0.55555      0.6234      0.98192     1.1556     1.1556     1.1744    1.2119    1.2494    1.4369    1.5119    1.5307     1.587    1.9612    2.0175    2.3551    2.4676        0.53915             0.11512              0.66491               0.79374              0.69014             0.80018              0.12656                     1          0.00034596     0.0044168     0.022217      0.067914        0.1559        0.1559       0.2033      0.2972      0.42543      0.57795      0.68811       0.7264      0.77979      0.85524      0.92884      0.99004       0.99873  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=196     4.653     0.95441    0.0065947       0.44275          0.20271               7.8143                0.11433        -6.3786    0.017125

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.408990 seconds.
Elapsed time is 0.565201 seconds.
                    mean       sd       coefofvar       min         max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY        p0_1        p1          p5           p10         p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20     fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    __________    ______    _______    _________    _______    __________    ___________    ________    _______    _________    _________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    _________    _________    _________    _________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.0056    0.52301     0.17401     -7.762e+05     5.614          0    0.0018515    0.99815    3.0368e-54    2.4366e-116    -0.27669     1.5484       2.1523       2.2328     2.6632     2.6836     2.6836     2.8956    3.0795    3.2319     3.363     3.363    3.4014    3.5126    3.5776    3.7129    3.9347         0.27354                  1              0.48893               0.84836              0.46568             0.79773              0.061658              0.58073          -0.00054167    0.0040312     0.029168     0.067106      0.13313       0.21162       0.21162      0.3185      0.45833      0.60654      0.78629      0.78629      0.82234      0.92906      0.95378      0.99017       0.99873  
    cl_mt_pol_a    1.1978     1.1019     0.91996         -6.223    49.672    0.15433      0.11666    0.72901    1.9547e-56    2.4366e-116     -1.6606    -1.0777    -0.047091    -0.045204          0          0          0    0.52148     1.093    1.6645     2.236     2.236     2.236     2.236    2.8076    3.3791    5.0937         0.48893            0.84836               1.2143                     1               1.1761             0.95623               0.11643               0.5205           -0.0020312     -0.01279    -0.029332    -0.031631    -0.031631     -0.031631     -0.031631    0.028807      0.15468      0.35054      0.77976      0.77976      0.77976      0.77976      0.85814      0.97115       0.99886  
    cl_mt_coh      1.3311     1.1161     0.83853        -6.3466    50.146          0     0.046266    0.95373    4.5064e-55    9.0829e-116     -1.6871    -1.0546     0.038798     0.095968    0.11776    0.14634    0.14634    0.67126    1.2466    1.8218    2.3685    2.3971    2.3971    2.3971    2.9724    3.5477     5.245         0.46568            0.79773               1.1761               0.95623               1.2458                   1                0.1377              0.60773           -0.0018953    -0.011496    -0.023931    -0.018658    -0.014699    -0.0050867    -0.0050867    0.063093      0.19046      0.38152        0.558       0.7926       0.7926       0.7926      0.86684       0.9731       0.99677  
    cl_mt_pol_c    1.2844      0.203     0.15805       0.017125    2.9258          0            0          1    3.0368e-54    1.6348e-117     0.76047    0.83098      0.92889       1.1693     1.1769     1.1806      1.212     1.2404    1.2476    1.2552    1.2627    1.4624    1.4662    1.4775    1.7559    1.7635    1.8418        0.061658            0.58073              0.11643                0.5205               0.1377             0.60773               0.04121                    1            0.0014259    0.0081769      0.04408      0.07705      0.14021       0.16796       0.21138     0.32294      0.46776      0.66347      0.70119      0.78308      0.81851      0.86932       0.9614      0.99009       0.99878  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=197    3.2955     0.8726     0.029861        0.61312          0.15536               3.3576                0.14979        -6.611     0.027388

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.267420 seconds.
Elapsed time is 0.630186 seconds.
                     mean        sd       coefofvar      min        max      pYis0      pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35         p50        p65         p75         p80        p85        p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ______    _______    ________    __________    ________    _______    _______    _______    _______    _______    _______    _______    ________    _______    ________    ________    ________    ______    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.58723     5.6001     -9.5366      -1680.2    3.2701         0    0.42652     0.57348    5.1238e-06       0        -31.891    -11.449    -5.5771    -3.4444    -2.1879    -1.6769    -1.1794    -0.47315    0.24257     0.85172      1.1544      1.2697    1.2697     1.5058     1.6503     1.8225    2.0625         31.361                   1               3.2559               0.40553               3.5291              0.3991               0.58892              0.37036            0.14794          0.42     0.90504      1.2527       1.4928       1.6631       1.7719       1.9087        1.925       1.7783       1.6048       1.3762       1.3762        1.254       1.0643       1.0312        1.0018  
    cl_mt_pol_a     -1.6158     1.4337    -0.88727      -6.4498    46.868    0.1281    0.78303    0.088876    4.4156e-07       0        -5.0172    -4.6185    -3.9547    -3.5246    -3.2377    -2.8922    -2.8116     -2.2952    -1.7305    -0.76731    -0.22949           0         0          0    0.31166    0.87257    1.9944         3.2559             0.40553               2.0554                     1               2.2236             0.98227               0.32276              0.79286           0.006249      0.031891     0.16622     0.26908      0.40137      0.49541      0.56488      0.72549      0.89339      0.99527       1.0236       1.0264       1.0264       1.0264       1.0125       1.0068        1.0015  
    cl_mt_coh       -1.6536      1.579    -0.95487       -6.579    50.192         0      0.783       0.217    3.4996e-06       0        -5.3837    -4.8061    -4.2284    -3.6507    -3.5709    -3.0332    -2.9932     -2.4156     -1.798     -0.7225     -0.1049    0.071933    0.1518    0.19173    0.47276     1.0504    2.2457         3.5291              0.3991               2.2236               0.98227               2.4932                   1               0.37074              0.82691           0.004313      0.036435     0.14522     0.28111      0.37783      0.52134      0.58403      0.75376      0.92278       1.0198       1.0432       1.0431       1.0374       1.0337       1.0194        1.009        1.0015  
    cl_mt_pol_c       1.109    0.28394     0.25603     0.027388    5.3846         0          0           1    5.1238e-06       0        0.29401    0.47357     0.6303    0.76215     0.8387    0.88816    0.91499      1.0083     1.0987       1.215      1.2484      1.3232    1.3937     1.4905     1.6861     1.7196    1.9404        0.58892             0.37036              0.32276               0.79286              0.37074             0.82691              0.080624                    1          0.0009845     0.0049821    0.025813    0.055753      0.09082      0.13343      0.17175       0.2576      0.40849      0.56416      0.70814      0.72922      0.79068      0.85152      0.96647      0.98603       0.99997  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=198    3.2662     0.87104      0.051         0.04157          0.26424               7.8239                0.12746        -18.757    0.016105

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.380913 seconds.
Elapsed time is 1.194056 seconds.
                    mean        sd       coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65        p75         p80         p85         p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    _______    _______    __________    ________    ________    _______    _______    _______    _______    _______    _______    _______    ________    _______    ________    ________    ________    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -33.111     277.35     -8.3762      -5103.9    3.3058          0    0.51769    0.48231    1.6365e-05       0         -4369.2       -819    -39.356    -13.248    -7.2732    -4.3396    -3.7576    -1.2833    -0.19512    0.70784      1.0374      1.0987      1.2112     1.3152     1.3912     1.5551    1.7483          76921                   1               273.15               0.41351               355.46             0.48448                 21.35              0.24911             0.16736      0.73969     0.93619     0.97171      0.98944      0.99915       1.0034       1.0111       1.0135       1.0116       1.0096       1.0076       1.0063       1.0041       1.0023       1.0004             1  
    cl_mt_pol_a    -2.5896     2.3817    -0.91972      -18.299    46.906    0.10037    0.85132    0.04831    4.4162e-07       0         -16.014    -9.7911     -6.835    -5.6938    -4.9247     -4.288    -4.1906    -3.0145     -2.3237    -1.1042     -0.4675    -0.45687    -0.45687          0          0    0.84499    1.5125         273.15             0.41351               5.6725                     1               6.0953             0.96742                0.6042              0.82091           0.0069123      0.05279     0.17329     0.29089      0.40663      0.50763      0.56746      0.72577      0.87031       0.9601      0.99584       1.0078       1.0078       1.0078       1.0078       1.0008        1.0002  
    cl_mt_coh      -2.7362     2.6454    -0.96682      -18.725    50.163          0    0.85131    0.14869    1.9411e-06       0         -17.892    -10.876    -7.4007    -6.0303    -5.2959    -4.5943    -4.5615    -3.1911     -2.4568    -1.0863    -0.38474    -0.35195    -0.35195    0.16315    0.16315     1.0185    1.7201         355.46             0.48448               6.0953               0.96742               6.9981                   1               0.71484              0.87443           0.0067715     0.054862     0.17927     0.30108      0.41933      0.52268      0.58385      0.74316      0.88839      0.97497       1.0068       1.0155       1.0155       1.0103       1.0103        1.004        1.0006  
    cl_mt_pol_c     1.0027    0.30903     0.30818     0.016105    5.8089          0          0          1    0.00071481       0        0.077952    0.21799    0.45594    0.59675    0.68769    0.75254    0.81739    0.91403      1.0119     1.1419       1.228       1.228      1.2934     1.3502     1.4413     1.8351    1.8701          21.35             0.24911               0.6042               0.82091              0.71484             0.87443              0.095497                    1          3.5266e-05    0.0016957    0.018564    0.043841     0.076492       0.1118      0.15212      0.23924      0.38473      0.54382      0.72056      0.72056      0.78495      0.85269      0.92168      0.98963       0.99819  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=199    4.5475     0.89473    0.023861        0.69545         0.090268               9.4799                0.10942        -13.074    0.019451

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.418001 seconds.
Elapsed time is 3.997045 seconds.
                     mean        sd       coefofvar        min         max      pYis0      pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65         p75          p80          p85         p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ___________    ______    ______    _______    ________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _________    _________    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.47283     3.0522     -6.4552     -3.3123e+05     2.637         0    0.37384     0.62616    2.7303e-21       0        -26.738    -11.821    -6.0692    -3.7027    -2.3241     -1.326    -1.1475    -0.3284    0.33231      1.0224      1.0652       1.3352       1.3378     1.4105     1.5928     1.6647     1.7764          9.316                   1               3.4698               0.76563               3.7817              0.7603               0.46492              0.65639           0.093647       0.42196      1.1182      1.5661       1.8603       2.0243       2.1546       2.2613        2.207       1.9723       1.7412       1.5286       1.4757       1.2975       1.0765       1.0246          1     
    cl_mt_pol_a     -1.7864     1.4848     -0.8312         -12.755    47.578    0.1075    0.85479    0.037712    5.7058e-24       0         -5.617    -5.4033    -4.3253    -3.8078    -3.6629    -3.0827    -3.0827    -2.5026    -1.9225    -0.77698     -0.7622     -0.18206     -0.18206          0          0    0.43134    0.43134         3.4698             0.76563               2.2047                     1               2.4137             0.99752               0.23854              0.69227          0.0046073      0.052506     0.16553     0.26076      0.38015      0.54518      0.54518      0.70013      0.84841      0.96496      0.99852       1.0091       1.0091       1.0091       1.0091            1          1     
    cl_mt_coh       -1.8372     1.6296    -0.88699         -13.042     50.14         0    0.85478     0.14522    8.3419e-23       0        -5.9085    -5.8545    -4.5942    -3.9776    -3.9236      -3.28      -3.28    -2.6364    -1.9928    -0.73255    -0.70554    -0.061925    -0.061925    0.14006    0.14006    0.58169    0.58169         3.7817              0.7603               2.4137               0.99752               2.6556                   1               0.26418              0.69858          0.0057477      0.054947     0.17188     0.27142      0.39515      0.56488      0.56488      0.72287      0.87185      0.98464       1.0149       1.0191       1.0191       1.0117       1.0117            1          1     
    cl_mt_pol_c      1.1024    0.23206      0.2105        0.019451    4.3176         0          0           1    3.3156e-20       0        0.45775    0.56253    0.71166    0.80222    0.86569     0.9021    0.93673     1.0106     1.1196      1.1979      1.2616       1.2665       1.3187     1.4082     1.5291     1.5394     1.8564        0.46492             0.65639              0.23854               0.69227              0.26418             0.69858              0.053853                    1          0.0015457     0.0045281    0.031927    0.072608      0.11397      0.14449      0.18913      0.27118      0.44886      0.57417      0.68546      0.75045      0.80552      0.86857      0.97284      0.99343          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=200    4.3061     0.93999    0.052869        0.48758          0.27245               9.5337                0.10115        -12.457    0.017348

xxxxx st_model = abz, it_a_n = 100, it_z_n = 25 xxxxx
Elapsed time is 0.941841 seconds.
Elapsed time is 6.014400 seconds.
                    mean       sd       coefofvar       min         max        pYis0        pYls0        pYgr0      pYisMINY     pYisMAXY       p0_1        p1         p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    __________    ______    _________    __________    _______    __________    _________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      4.7024     1.5118      0.3215     -2.004e+05    4.9821            0    0.00062013    0.99938     1.544e-12    0.0012236     0.21047     2.0327    3.6823    4.2443    4.4951     4.642    4.7269    4.8283    4.9012    4.9381    4.9558    4.9608    4.9675    4.9715    4.9751    4.9797    4.9821         2.2855                   1                5.372               0.26944               5.6471             0.26899              0.29557               0.26716          -0.00018299     0.0031257     0.028841    0.071795      0.12022      0.17143      0.21995       0.3214      0.47476      0.63247      0.73968      0.79203      0.84493       0.9015       0.9476      0.99806          1     
    cl_mt_pol_a    29.903     13.188     0.44103        -12.153    47.489    0.0023894     0.0026058      0.995    1.9691e-14     0.043936    -0.32722    0.27492    5.1174    9.3546    13.592    17.224     20.25    25.698    32.356    37.804    41.436    42.647    44.463    45.673    46.884    47.489    47.489          5.372             0.26944               173.92                     1               183.04             0.99945               9.4858               0.98287          -3.6002e-05    1.8235e-06    0.0044547    0.016092     0.037402     0.065184       0.0963      0.17443      0.32086      0.50081      0.65103      0.70689      0.79697      0.86164      0.93022            1          1     
    cl_mt_coh      31.596     13.887     0.43952        -12.425    50.129            0     0.0026078    0.99739    5.5951e-14     0.027758    -0.26712    0.41893    5.4931    9.9787     14.44    18.239     21.45    27.186    34.197    39.932    43.708    45.031    46.894    48.218    49.492    50.129    50.129         5.6471             0.26899               183.04               0.99945               192.85                   1               9.9939               0.98341          -3.3457e-05    4.0442e-05    0.0039918    0.016417     0.037863     0.062383     0.096953      0.17519      0.32165      0.50149      0.62755      0.70733      0.76959      0.86187      0.93034            1          1     
    cl_mt_pol_c    2.8557    0.73181     0.25626       0.017348    5.5836            0             0          1    1.1198e-11    0.0012236     0.73391     1.2195    1.5255    1.7635    1.9824    2.1655    2.3345    2.6225    2.9796    3.2676    3.4456    3.5237    3.6056    3.6837    3.7426     4.435    5.5836        0.29557             0.26716               9.4858               0.98287               9.9939             0.98341              0.53555                     1           0.00026185     0.0036687     0.023534    0.052801     0.085337      0.12184      0.16163      0.24786      0.40129      0.56584      0.67937      0.74501       0.8006      0.87419       0.9292      0.99707          1     

-------------------------
xxxxxx tb_outcomes xxxxxx
                      variablenames    it_pcombi_ctr    fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min      mean        sd       coefofvar       min        max        pYis0         pYls0         pYgr0        pYisMINY     pYisMAXY      p0_1         p1          p5         p10         p15         p20         p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                      _____________    _____________    _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________    _______    _______    _________    _________    ______    __________    __________    __________    __________    _________    _______    ________    ________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val_v1      'cl_mt_val'            1          2.7047     0.89399    0.035565        0.14563         0.086249               4.4774                0.11082        -6.1487     0.024562    -3.2666    0.73536     -0.22512      -6.0446    4.9682             0       0.99999    1.3739e-05     0.0031134            0    -6.0446     -4.6308     -4.6308      -4.097     -3.8754     -3.8754    -3.7584    -3.6029    -3.4116    -3.1582     -2.753    -2.5492    -2.3977    -2.2819    -2.0631    -1.4299    -0.83527         0.54076                  1                0.1751               0.72616              0.20606            0.80492              0.076068               0.64597          0.0057611      0.084789     0.084789     0.14639      0.30205      0.30205       0.3394      0.46889      0.62003      0.76078      0.83871       0.8887       0.9164      0.94287      0.97588      0.99665       0.99982  
    cl_mt_pol_a_v1    'cl_mt_pol_a'          1          2.7047     0.89399    0.035565        0.14563         0.086249               4.4774                0.11082        -6.1487     0.024562    -5.4574    0.32791    -0.060085      -5.9987    46.623    4.6233e-18             1    1.3868e-19      0.011175            0    -5.9987     -5.9987     -5.8757     -5.7577     -5.7577     -5.7577    -5.6443    -5.6443    -5.5352    -5.5352    -5.2211    -5.1183    -5.1183    -5.0195    -4.7807    -4.5037     -3.9879          0.1751            0.72616               0.10752                     1              0.10537            0.92308             0.0020293              0.038646           0.012284      0.012284     0.066154     0.21613      0.21613      0.21613      0.43655      0.43655      0.70125      0.70125      0.80306      0.88388      0.88388      0.95624      0.96225      0.99562       0.99977  
    cl_mt_coh_v1      'cl_mt_coh'            1          2.7047     0.89399    0.035565        0.14563         0.086249               4.4774                0.11082        -6.1487     0.024562    -5.8189    0.34812    -0.059827      -6.1167    50.142             0             1    5.6601e-18      0.014351            0    -6.1167     -6.1167     -6.0892     -6.0617     -6.0617     -6.0617    -6.0343    -6.0343    -6.0068    -6.0068    -5.4888    -5.4613    -5.4613    -5.4339    -4.9433    -4.8609      -4.288         0.20606            0.80492               0.10537               0.92308              0.12119                  1              0.015978               0.28662           0.015085      0.015085     0.082324     0.23217      0.23217      0.23217       0.4548       0.4548      0.70287      0.70287      0.78672      0.86707      0.86707      0.95655      0.96115      0.99567       0.99977  
    cl_mt_pol_c_v1    'cl_mt_pol_c'          1          2.7047     0.89399    0.035565        0.14563         0.086249               4.4774                0.11082        -6.1487     0.024562    0.80712    0.16014       0.1984      0.36756    5.3825             0             0             1     0.0031134            0    0.36756     0.50461     0.50461     0.61363      0.6608      0.6608     0.6608    0.72703    0.77512    0.88322    0.91966    0.94784    0.99484     1.0267     1.0776     1.1382      1.2302        0.076068            0.64597             0.0020293              0.038646             0.015978            0.28662              0.025644                     1          0.0014178      0.036077     0.036077    0.073308      0.20804      0.20804      0.20804      0.28744      0.42605      0.64559      0.70741      0.76182      0.80256      0.86493       0.9432      0.98691       0.99932  
    cl_mt_val_v2      'cl_mt_val'            2          2.5508     0.93744    0.015709        0.51577          0.23385               6.3681                0.13826        -11.024    0.0094745     2.5154     1.6596      0.65975      -883.78    8.1945             0      0.010853       0.98915    3.5568e-08            0    -3.6908    -0.51667      1.0618      1.3108      1.8047      1.9535       1.96     2.4526     2.7594      3.022      3.022     3.2203     3.2526     3.4367     3.4638     4.0181      4.5714          2.7541                  1               0.81172               0.50171              0.78043            0.46451               0.19135               0.41103         -0.0039954    -0.0083803    0.0067316     0.02504     0.074174      0.11206       0.1356      0.30647      0.46707      0.70793      0.70793      0.75414      0.79412      0.91569      0.92449      0.98441       0.99854  
    cl_mt_pol_a_v2    'cl_mt_pol_a'          2          2.5508     0.93744    0.015709        0.51577          0.23385               6.3681                0.13826        -11.024    0.0094745    0.64407    0.97492       1.5137      -10.755    48.614      0.041942       0.23512       0.72294    1.8577e-09            0     -2.639     -1.5169    -0.93214    -0.39491    -0.38508    -0.38508          0    0.18152    0.79459     1.4077     1.4077     1.4077     1.4077     1.4077     2.0207     3.2468       5.086         0.81172            0.50171               0.95046                     1               0.9328            0.94508               0.18135               0.66309         -0.0058318     -0.034729    -0.099311    -0.15704     -0.21089     -0.21089     -0.21089     -0.15861     0.042101      0.67216      0.67216      0.67216      0.67216      0.67216      0.84768      0.94445        0.9912  
    cl_mt_coh_v2      'cl_mt_coh'            2          2.5508     0.93744    0.015709        0.51577          0.23385               6.3681                0.13826        -11.024    0.0094745    0.78973     1.0124        1.282      -10.992    50.177             0       0.23512       0.76488    5.6588e-09            0    -2.7884      -1.543    -0.88405     -0.2976    -0.26135    -0.26135    0.14073     0.3251     0.9478     1.5342     1.5705     1.6067     1.6067     1.6067     2.2294     3.4748      5.3429         0.78043            0.46451                0.9328               0.94508               1.0249                  1               0.19535               0.68787         -0.0050899     -0.029448    -0.080597    -0.11777     -0.14758     -0.14758     -0.14428     -0.10309     0.035899      0.24611      0.42336      0.71206      0.71206      0.71206      0.86805      0.95245       0.99254  
    cl_mt_pol_c_v2    'cl_mt_pol_c'          2          2.5508     0.93744    0.015709        0.51577          0.23385               6.3681                0.13826        -11.024    0.0094745     1.2765    0.28052      0.21976    0.0094745    4.1573             0             0             1    4.6273e-07            0    0.53114     0.68241     0.76787     0.99566      1.0563      1.1685     1.1783     1.2246     1.2342     1.2439     1.2535     1.4368     1.4561      1.862      1.862     1.8858      1.9198         0.19135            0.41103               0.18135               0.66309              0.19535            0.68787              0.078693                     1         0.00044863     0.0052928     0.036215    0.080379      0.10336      0.17182      0.20195      0.36033      0.48044      0.66615      0.69652      0.73697      0.78867      0.93919      0.93919      0.98669       0.99875  
    cl_mt_val_v3      'cl_mt_val'            3          3.2543     0.95863    0.013844        0.79879          0.35909               2.0735                0.12588        -5.0197     0.019555     2.1761     7.6075        3.496      -3214.9    9.0061             0       0.19334       0.80666    2.1533e-17    0.0011111    -85.936     -29.293      -11.11     -5.9987     -1.9098    0.088028     1.4862     2.7889     4.0359     5.4951     6.2682     6.7006     7.1094     7.5684        8.1     8.7405      9.0061          57.874                  1                50.237               0.63788               50.093            0.62733                2.6467               0.65707          -0.040206      -0.19427     -0.54034    -0.72021     -0.79919     -0.81288     -0.78743     -0.69339     -0.43996     -0.11746       0.1589       0.3012      0.45859      0.62587      0.80547      0.96094             1  
    cl_mt_pol_a_v3    'cl_mt_pol_a'          3          3.2543     0.95863    0.013844        0.79879          0.35909               2.0735                0.12588        -5.0197     0.019555     15.316     10.353      0.67594      -4.8973    49.317     0.0017091    4.9555e-15       0.99829    1.2845e-17    0.0042237          0    0.032677      1.1402      3.3552      5.0165      6.6778     8.3391     10.554     12.769     16.645     21.076     22.737     26.059     30.489     36.581     46.548      49.317          50.237            0.63788                107.18                     1               108.29            0.99654                 4.843               0.88352          -5.38e-16    2.9421e-05    0.0034744    0.010844     0.023671     0.043815     0.074612      0.13721      0.25468       0.3916      0.52829      0.58818      0.67385      0.76362      0.86425      0.96959             1  

                        variablenames    it_pcombi_ctr    fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min      mean        sd       coefofvar        min         max        pYis0        pYls0        pYgr0       pYisMINY     pYisMAXY       p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65         p75          p80          p85         p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                        _____________    _____________    _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________    ________    _______    _________    ___________    ______    _________    __________    ________    __________    _________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _________    _________    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_coh_v198      'cl_mt_coh'           198         3.2662     0.87104       0.051        0.04157          0.26424               7.8239                0.12746        -18.757    0.016105     -2.7362     2.6454    -0.96682         -18.725    50.163            0       0.85131     0.14869    1.9411e-06            0     -17.892    -10.876    -7.4007    -6.0303    -5.2959    -4.5943    -4.5615    -3.1911    -2.4568     -1.0863    -0.38474     -0.35195     -0.35195    0.16315    0.16315     1.0185     1.7201         355.46             0.48448               6.0953               0.96742               6.9981                   1               0.71484              0.87443            0.0067715      0.054862      0.17927     0.30108      0.41933      0.52268      0.58385      0.74316      0.88839      0.97497       1.0068       1.0155       1.0155       1.0103       1.0103        1.004        1.0006  
    cl_mt_pol_c_v198    'cl_mt_pol_c'         198         3.2662     0.87104       0.051        0.04157          0.26424               7.8239                0.12746        -18.757    0.016105      1.0027    0.30903     0.30818        0.016105    5.8089            0             0           1    0.00071481            0    0.077952    0.21799    0.45594    0.59675    0.68769    0.75254    0.81739    0.91403     1.0119      1.1419       1.228        1.228       1.2934     1.3502     1.4413     1.8351     1.8701          21.35             0.24911               0.6042               0.82091              0.71484             0.87443              0.095497                    1           3.5266e-05     0.0016957     0.018564    0.043841     0.076492       0.1118      0.15212      0.23924      0.38473      0.54382      0.72056      0.72056      0.78495      0.85269      0.92168      0.98963       0.99819  
    cl_mt_val_v199      'cl_mt_val'           199         4.5475     0.89473    0.023861        0.69545         0.090268               9.4799                0.10942        -13.074    0.019451    -0.47283     3.0522     -6.4552     -3.3123e+05     2.637            0       0.37384     0.62616    2.7303e-21            0     -26.738    -11.821    -6.0692    -3.7027    -2.3241     -1.326    -1.1475    -0.3284    0.33231      1.0224      1.0652       1.3352       1.3378     1.4105     1.5928     1.6647     1.7764          9.316                   1               3.4698               0.76563               3.7817              0.7603               0.46492              0.65639             0.093647       0.42196       1.1182      1.5661       1.8603       2.0243       2.1546       2.2613        2.207       1.9723       1.7412       1.5286       1.4757       1.2975       1.0765       1.0246             1  
    cl_mt_pol_a_v199    'cl_mt_pol_a'         199         4.5475     0.89473    0.023861        0.69545         0.090268               9.4799                0.10942        -13.074    0.019451     -1.7864     1.4848     -0.8312         -12.755    47.578       0.1075       0.85479    0.037712    5.7058e-24            0      -5.617    -5.4033    -4.3253    -3.8078    -3.6629    -3.0827    -3.0827    -2.5026    -1.9225    -0.77698     -0.7622     -0.18206     -0.18206          0          0    0.43134    0.43134         3.4698             0.76563               2.2047                     1               2.4137             0.99752               0.23854              0.69227            0.0046073      0.052506      0.16553     0.26076      0.38015      0.54518      0.54518      0.70013      0.84841      0.96496      0.99852       1.0091       1.0091       1.0091       1.0091            1             1  
    cl_mt_coh_v199      'cl_mt_coh'           199         4.5475     0.89473    0.023861        0.69545         0.090268               9.4799                0.10942        -13.074    0.019451     -1.8372     1.6296    -0.88699         -13.042     50.14            0       0.85478     0.14522    8.3419e-23            0     -5.9085    -5.8545    -4.5942    -3.9776    -3.9236      -3.28      -3.28    -2.6364    -1.9928    -0.73255    -0.70554    -0.061925    -0.061925    0.14006    0.14006    0.58169    0.58169         3.7817              0.7603               2.4137               0.99752               2.6556                   1               0.26418              0.69858            0.0057477      0.054947      0.17188     0.27142      0.39515      0.56488      0.56488      0.72287      0.87185      0.98464       1.0149       1.0191       1.0191       1.0117       1.0117            1             1  
    cl_mt_pol_c_v199    'cl_mt_pol_c'         199         4.5475     0.89473    0.023861        0.69545         0.090268               9.4799                0.10942        -13.074    0.019451      1.1024    0.23206      0.2105        0.019451    4.3176            0             0           1    3.3156e-20            0     0.45775    0.56253    0.71166    0.80222    0.86569     0.9021    0.93673     1.0106     1.1196      1.1979      1.2616       1.2665       1.3187     1.4082     1.5291     1.5394     1.8564        0.46492             0.65639              0.23854               0.69227              0.26418             0.69858              0.053853                    1            0.0015457     0.0045281     0.031927    0.072608      0.11397      0.14449      0.18913      0.27118      0.44886      0.57417      0.68546      0.75045      0.80552      0.86857      0.97284      0.99343             1  
    cl_mt_val_v200      'cl_mt_val'           200         4.3061     0.93999    0.052869        0.48758          0.27245               9.5337                0.10115        -12.457    0.017348      4.7024     1.5118      0.3215      -2.004e+05    4.9821            0    0.00062013     0.99938     1.544e-12    0.0012236     0.21047     2.0327     3.6823     4.2443     4.4951      4.642     4.7269     4.8283     4.9012      4.9381      4.9558       4.9608       4.9675     4.9715     4.9751     4.9797     4.9821         2.2855                   1                5.372               0.26944               5.6471             0.26899               0.29557              0.26716          -0.00018299     0.0031257     0.028841    0.071795      0.12022      0.17143      0.21995       0.3214      0.47476      0.63247      0.73968      0.79203      0.84493       0.9015       0.9476      0.99806             1  
    cl_mt_pol_a_v200    'cl_mt_pol_a'         200         4.3061     0.93999    0.052869        0.48758          0.27245               9.5337                0.10115        -12.457    0.017348      29.903     13.188     0.44103         -12.153    47.489    0.0023894     0.0026058       0.995    1.9691e-14     0.043936    -0.32722    0.27492     5.1174     9.3546     13.592     17.224      20.25     25.698     32.356      37.804      41.436       42.647       44.463     45.673     46.884     47.489     47.489          5.372             0.26944               173.92                     1               183.04             0.99945                9.4858              0.98287          -3.6002e-05    1.8235e-06    0.0044547    0.016092     0.037402     0.065184       0.0963      0.17443      0.32086      0.50081      0.65103      0.70689      0.79697      0.86164      0.93022            1             1  
    cl_mt_coh_v200      'cl_mt_coh'           200         4.3061     0.93999    0.052869        0.48758          0.27245               9.5337                0.10115        -12.457    0.017348      31.596     13.887     0.43952         -12.425    50.129            0     0.0026078     0.99739    5.5951e-14     0.027758    -0.26712    0.41893     5.4931     9.9787      14.44     18.239      21.45     27.186     34.197      39.932      43.708       45.031       46.894     48.218     49.492     50.129     50.129         5.6471             0.26899               183.04               0.99945               192.85                   1                9.9939              0.98341          -3.3457e-05    4.0442e-05    0.0039918    0.016417     0.037863     0.062383     0.096953      0.17519      0.32165      0.50149      0.62755      0.70733      0.76959      0.86187      0.93034            1             1  
    cl_mt_pol_c_v200    'cl_mt_pol_c'         200         4.3061     0.93999    0.052869        0.48758          0.27245               9.5337                0.10115        -12.457    0.017348      2.8557    0.73181     0.25626        0.017348    5.5836            0             0           1    1.1198e-11    0.0012236     0.73391     1.2195     1.5255     1.7635     1.9824     2.1655     2.3345     2.6225     2.9796      3.2676      3.4456       3.5237       3.6056     3.6837     3.7426      4.435     5.5836        0.29557             0.26716               9.4858               0.98287               9.9939             0.98341               0.53555                    1           0.00026185     0.0036687     0.023534    0.052801     0.085337      0.12184      0.16163      0.24786      0.40129      0.56584      0.67937      0.74501       0.8006      0.87419       0.9292      0.99707             1  

Medium Grid Simulation (Limited Graphs)

it_size_type = 2;
ar_it_plot_sets = [3,4, 7,8, 9,10];

% Simulate along parameters
ff_az_test_analyze( ...
    ar_it_plot_sets, bl_simu_cross, it_size_type, cl_st_param_keys, ...
    param_map, support_map, param_tstar_map);

close all;
----------------------------------------
----------------------------------------
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Begin: Show all key and value pairs from container
CONTAINER NAME: SUPPORT_MAP
----------------------------------------
  Map with properties:

        Count: 48
      KeyType: char
    ValueType: any

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----------------------------------------
----------------------------------------
pos = 31 ; key = st_img_name_main ; val = _default
pos = 32 ; key = st_img_path ; val = C:/Users/fan/CodeDynaAsset//m_abz//solve/img/
pos = 33 ; key = st_img_prefix ; val = 
pos = 34 ; key = st_img_suffix ; val = _p9.png
pos = 35 ; key = st_mat_name_main ; val = _default
pos = 36 ; key = st_mat_path ; val = C:/Users/fan/CodeDynaAsset//m_abz//solve/mat/
pos = 37 ; key = st_mat_prefix ; val = 
pos = 38 ; key = st_mat_suffix ; val = _p9
pos = 39 ; key = st_mat_test_name_main ; val = r
pos = 40 ; key = st_mat_test_path ; val = C:/Users/fan/CodeDynaAsset//m_abz//test/ff_az_ds_vecsv/mat/
pos = 41 ; key = st_mat_test_prefix ; val = 
pos = 42 ; key = st_mat_test_suffix ; val = _g124151610111213_cr_t2l18
pos = 43 ; key = st_matimg_path_root ; val = C:/Users/fan/CodeDynaAsset//m_abz/
pos = 44 ; key = st_profile_name_main ; val = _default
pos = 45 ; key = st_profile_path ; val = C:/Users/fan/CodeDynaAsset//m_abz//solve/profile/
pos = 46 ; key = st_profile_prefix ; val = 
pos = 47 ; key = st_profile_suffix ; val = _p9
pos = 48 ; key = st_title_prefix ; val = 
----------------------------------------
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Scalars in Container and Sizes and Basic Statistics
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                                    i     idx    value
                                    __    ___    _____

    bl_display                       1     1        0 
    bl_display_defparam              2     2        0 
    bl_display_dist                  3     3        0 
    bl_display_final                 4     4        0 
    bl_display_final_dist            5     5        1 
    bl_display_final_dist_detail     6     6        0 
    bl_display_funcgrids             7     7        0 
    bl_display_graph_stats           8     8        0 
    bl_display_simu_stats            9     9        1 
    bl_graph                        10    10        1 
    bl_graph_coh_t_coh              11    11        0 
    bl_graph_funcgrids              12    12        0 
    bl_graph_onebyones              13    13        1 
    bl_graph_pol_lvl                14    14        0 
    bl_graph_pol_pct                15    15        0 
    bl_graph_val                    16    16        0 
    bl_img_save                     17    17        0 
    bl_mat                          18    18        0 
    bl_mat_test                     19    19        1 
    bl_post                         20    20        1 
    bl_profile                      21    21        0 
    bl_profile_dist                 22    22        0 
    bl_replacefile                  23    23        0 
    bl_time                         24    24        1 
    bl_timer                        25    25        1 
    it_display_every                26    26       20 
    it_display_final_colmax         27    27       15 
    it_display_final_rowmax         28    28      100 
    it_display_summmat_colmax       29    29        5 
    it_display_summmat_rowmax       30    30        5 

----------------------------------------
----------------------------------------
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Begin: Show all key and value pairs from container
CONTAINER NAME: PARAM_MAP
----------------------------------------
  Map with properties:

        Count: 43
      KeyType: char
    ValueType: any

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----------------------------------------
----------------------------------------
pos = 5 ; key = cl_st_param_keys ; val = fl_crra
pos = 40 ; key = st_analytical_stationary_type ; val = eigenvector
pos = 41 ; key = st_model ; val = abz
pos = 42 ; key = st_z_r_borr_drv_ele_type ; val = unif
pos = 43 ; key = st_z_r_borr_drv_prb_type ; val = poiss
----------------------------------------
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Matrix in Container and Sizes and Basic Statistics
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                         i    idx    rowN    colN     mean      std      min    max
                         _    ___    ____    ____    ______    ______    ___    ___

    ar_param_keys_idx    1     1      1       9      9.3333    5.6125     1     16 

----------------------------------------
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Scalars in Container and Sizes and Basic Statistics
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                               i     idx    value 
                               __    ___    ______

    bl_b_is_principle           1     2          1
    bl_default                  2     3          1
    bl_loglin                   3     4          0
    fl_a_max                    4     6         50
    fl_a_min                    5     7          0
    fl_b_bd                     6     8        -20
    fl_beta                     7     9       0.94
    fl_c_min                    8    10       0.01
    fl_crra                     9    11        1.5
    fl_default_aprime          10    12          0
    fl_loglin_threshold        11    13          1
    fl_nan_replace             12    14     -99999
    fl_r_save                  13    15      0.025
    fl_tol_dist                14    16      1e-05
    fl_tol_pol                 15    17      1e-05
    fl_tol_val                 16    18      1e-05
    fl_w                       17    19       1.28
    fl_z_mu                    18    20          0
    fl_z_r_borr_max            19    21      0.095
    fl_z_r_borr_min            20    22      0.025
    fl_z_r_borr_n              21    23          5
    fl_z_r_borr_poiss_mean     22    24         10
    fl_z_rho                   23    25        0.8
    fl_z_sig                   24    26        0.2
    fl_z_wage_mu               25    27          0
    fl_z_wage_rho              26    28        0.8
    fl_z_wage_sig              27    29        0.2
    it_a_n                     28    30        750
    it_maxiter_dist            29    31       1000
    it_maxiter_val             30    32       1000
    it_size_type               31    33          2
    it_st_simu_type_g_seed     32    34        123
    it_st_simu_type_g_simun    33    35        200
    it_tol_pol_nochange        34    36         25
    it_trans_power_dist        35    37       1000
    it_z_n                     36    38         55
    it_z_wage_n                37    39         11

----------------------------------------
----------------------------------------
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Begin: Show all key and value pairs from container
CONTAINER NAME: PARAM_TSTAR_MAP
----------------------------------------
  Map with properties:

        Count: 19
      KeyType: char
    ValueType: any

xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
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----------------------------------------
----------------------------------------
----------------------------------------
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Matrix in Container and Sizes and Basic Statistics
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                              i     idx    rowN    colN     mean       std        min      max 
                              __    ___    ____    ____    ______    ________    _____    _____

    fl_a_max                   1     1      1       5          65      11.859       50       80
    fl_alpha                   2     2      1       5         0.4    0.079057      0.3      0.5
    fl_b_bd                    3     3      1       2       -12.5      10.607      -20       -5
    fl_beta                    4     4      1       2        0.92    0.070711     0.87     0.97
    fl_c_min                   5     5      1       2      0.0155    0.020506    0.001     0.03
    fl_crra                    6     6      1       2           3      2.8284        1        5
    fl_delta                   7     7      1       5        0.08    0.047434     0.02     0.14
    fl_r_borr                  8     8      1       5       0.125    0.098821        0     0.25
    fl_r_save                  9     9      1       2        0.03    0.042426        0     0.06
    fl_w                      10    10      1       5        1.25     0.11859      1.1      1.4
    fl_z_r_borr_max           11    11      1       2      0.1225    0.038891    0.095     0.15
    fl_z_r_borr_n             12    12      1       6          15      7.4833        5       25
    fl_z_r_borr_poiss_mean    13    13      1       2           6      5.6569        2       10
    fl_z_rho                  14    14      1       5       0.495     0.39133        0     0.99
    fl_z_sig                  15    15      1       5       0.255     0.19369     0.01      0.5
    fl_z_wage_rho             16    16      1       2      0.4925      0.6965        0    0.985
    fl_z_wage_sig             17    17      1       2       0.275      0.3182     0.05      0.5
    it_a_n                    18    18      1       5        1300      948.68      100     2500
    it_z_n                    19    19      1       5          15      7.9057        5       25

---------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxx
  Columns 1 through 4

    'Vary These Param...'    'fl_crra'    'fl_beta'    'fl_r_save'

  Columns 5 through 7

    'fl_z_wage_rho'    'fl_z_wage_sig'    'fl_z_r_borr_pois...'

  Columns 8 through 10

    'fl_z_r_borr_max'    'fl_b_bd'    'fl_c_min'

xxxxxxxxxxxxxxxxxxxxxxxxxxx
---------------------------
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=1     2.7047     0.89399    0.035565        0.14563         0.086249               4.4774                0.11082        -6.1487     0.024562
    j=2     2.5508     0.93744    0.015709        0.51577          0.23385               6.3681                0.13826        -11.024    0.0094745
    j=3     3.2543     0.95863    0.013844        0.79879          0.35909               2.0735                0.12588        -5.0197     0.019555
    j=4      2.027     0.94735    0.030004        0.85106          0.32528               6.9144                 0.1396        -8.7903     0.017845
    j=5     1.9476     0.94967    0.034863        0.14745          0.36688               8.9113                0.13273        -9.2076    0.0014342
    j=6     4.9766     0.96653    0.055882        0.13313          0.48731               9.8214                0.10617         -19.79     0.018495
    j=7     1.7625     0.95118    0.029956        0.61553          0.20893               9.0477               0.099278        -19.078     0.015777
    j=8     4.5086     0.92221    0.015662        0.71917          0.36538               4.1211                0.12825        -17.192    0.0042872
    j=9     1.2957     0.94925    0.010121       0.026784          0.43431               9.3877                0.12174        -13.583     0.020891
    j=10    2.3887     0.92769    0.030878       0.053962         0.079077               9.8331                0.13376        -12.902     0.027815

             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=191     4.164     0.95778     0.024028       0.83168          0.41332               5.8839                0.14511        -8.7089    0.0038807
    j=192    1.4319     0.90038     0.041764       0.20839           0.1553               9.6697                0.12227         -10.72    0.0054055
    j=193    2.6126     0.90519     0.050847      0.017696          0.36254               8.4652                0.12094        -16.051     0.027977
    j=194    1.1089     0.89194      0.01894       0.75519           0.2984               8.8719                0.12456        -11.175    0.0074759
    j=195    2.7858     0.92069     0.027066       0.57106          0.33562               7.9799                 0.1443        -19.757    0.0071918
    j=196     4.653     0.95441    0.0065947       0.44275          0.20271               7.8143                0.11433        -6.3786     0.017125
    j=197    3.2955      0.8726     0.029861       0.61312          0.15536               3.3576                0.14979         -6.611     0.027388
    j=198    3.2662     0.87104        0.051       0.04157          0.26424               7.8239                0.12746        -18.757     0.016105
    j=199    4.5475     0.89473     0.023861       0.69545         0.090268               9.4799                0.10942        -13.074     0.019451
    j=200    4.3061     0.93999     0.052869       0.48758          0.27245               9.5337                0.10115        -12.457     0.017348

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=1    2.7047     0.89399    0.035565        0.14563         0.086249               4.4774                0.11082        -6.1487    0.024562

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.844950 seconds.
Elapsed time is 11.871874 seconds.
                    mean         sd       coefofvar      min       max        pYis0       pYls0      pYgr0        pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ________    _________    _______    ______    __________    _____    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -2.4293     0.57046     -0.23483    -5.6058    4.9722             0      1       7.778e-07    0.00013441       0        -4.4041     -3.812     -3.401    -3.1494    -3.0272    -2.8876    -2.8171    -2.6207    -2.4173    -2.2089    -2.0564    -1.9535    -1.8469    -1.7138    -1.5083    -1.1096    -0.70755         0.32543                  1               0.12068              0.84479               0.12855            0.78904              0.042603              0.95332          0.0047888      0.017149    0.076591     0.14972      0.20746      0.27361      0.32815      0.43849      0.59937       0.7391      0.82626      0.86593       0.9049      0.94146       0.9743      0.99616       0.99976  
    cl_mt_pol_a    -5.3005     0.25042    -0.047246    -5.9255    46.471    1.4036e-27      1       7.843e-28    8.0266e-06       0         -5.779    -5.6874    -5.6171    -5.5754    -5.5352     -5.517    -5.4765    -5.4375    -5.3325    -5.2649    -5.1619     -5.125    -5.0622    -4.9552    -4.8174    -4.5216     -4.1837         0.12068            0.84479              0.062713                    1              0.066944            0.93602              0.014016              0.71445          0.0021154      0.021679    0.072344      0.1218      0.20646       0.2187       0.2811      0.37214      0.56417      0.66943      0.77966      0.82243      0.86267      0.91864      0.95986      0.99246       0.99941  
    cl_mt_coh      -5.6495     0.28559    -0.050553    -6.1167    50.142             0      1      8.8719e-27     0.0015848       0        -6.1167    -6.0617    -6.0343    -5.9867    -5.9317    -5.9116    -5.8567    -5.7889    -5.7066    -5.5839    -5.4814    -5.4338    -5.3587    -5.2562     -5.106    -4.7856     -4.4304         0.12855            0.78904              0.066944              0.93602              0.081564                  1              0.015443              0.69024          0.0017158      0.026408    0.053828     0.11223      0.18994      0.21229      0.29678      0.37407      0.52458      0.67604      0.79055      0.82035      0.86805      0.92075       0.9614      0.99234       0.99927  
    cl_mt_pol_c    0.81967    0.078339     0.095574    0.36817    5.1991             0      0               1    0.00013441       0        0.47642    0.58544    0.67917    0.73006    0.74504    0.75912    0.77633     0.7948    0.82807    0.85568     0.8731    0.88218    0.89494    0.91083    0.92992    0.96811      1.0104        0.042603            0.95332              0.014016              0.71445              0.015443            0.69024              0.006137                    1          0.0013442     0.0072252    0.038003    0.083059      0.12816      0.17631      0.21935       0.3152      0.46406      0.61777      0.72496      0.77782      0.83239      0.88585      0.94211      0.98804       0.99874  

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=2    2.5508     0.93744    0.015709        0.51577          0.23385               6.3681                0.13826        -11.024    0.0094745

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 21.878044 seconds.
Elapsed time is 7.784652 seconds.
                    mean        sd       coefofvar       min        max       pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1         p1         p5         p10         p15         p20          p25          p35          p50        p65        p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    ________    _______    __________    ________    _______    ________    _______    ________    ________    ________    _________    __________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.7467     1.0777     0.39236       -883.31    8.2265           0    0.011572    0.98843    3.4622e-09       0          -3.11    -0.13384     1.2481        1.74      2.0272      2.2119       2.3929        2.6061     2.8864     3.1243     3.3007    3.3981    3.5001    3.6451    3.8577    4.2226     4.606         1.1614                   1              0.76535               0.74394              0.73925             0.68532               0.16513              0.75752          -0.0025675     -0.00575    0.005482    0.033405     0.067668      0.10736      0.15144      0.23909      0.39953       0.55681     0.67195      0.73216      0.79492      0.85763      0.92683      0.98402       0.99829  
    cl_mt_pol_a    0.33392    0.95461      2.8588       -10.596    48.825    0.041369     0.35015    0.60848    4.0282e-12       0        -3.2345     -1.9444    -1.0843     -0.7259    -0.51088    -0.31135     -0.22418    -0.0091612     0.2307    0.55198    0.79295    1.0339    1.2749    1.5158    1.9978    3.0419    4.4074        0.76535             0.74394              0.91129                     1              0.91911             0.96193               0.18146              0.93979           -0.012145    -0.077588    -0.25187    -0.37956     -0.46953     -0.52913     -0.56687     -0.59315      -0.5305      -0.35863    -0.17164     0.012591      0.19354      0.34898      0.60208      0.89077       0.98586  
    cl_mt_coh      0.46868     1.0009      2.1356       -10.992    50.177           0      0.2707     0.7293    5.0435e-10       0        -3.4865     -2.0362    -1.0572    -0.64929    -0.40454    -0.23228    -0.078208       0.14073    0.38415    0.73762    0.98237    1.1546    1.3994    1.7166    2.2061    3.2667    4.6536        0.73925             0.68532              0.91911               0.96193               1.0018                   1               0.17341              0.85653          -0.0090056    -0.057384    -0.18383    -0.27064     -0.32581     -0.35673     -0.37117     -0.35861     -0.27995     -0.088594    0.075292         0.19      0.32917      0.49983      0.69746      0.91822       0.98953  
    cl_mt_pol_c     1.2656    0.20227     0.15983     0.0094745    3.9681           0           0          1    9.8913e-08       0        0.67579      0.8268    0.94051     0.99757      1.0367      1.0763       1.1131        1.1884     1.2912     1.3779      1.406    1.4645    1.4779    1.5065    1.5755    1.6802    1.7916        0.16513             0.75752              0.18146               0.93979              0.17341             0.85653              0.040913                    1           0.0004745    0.0060184    0.035046    0.072759      0.11363      0.15613      0.19817      0.28809      0.43411       0.59594     0.70425      0.75923      0.81495      0.87486      0.93499      0.98629       0.99855  

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=3    3.2543     0.95863    0.013844        0.79879          0.35909               2.0735                0.12588        -5.0197    0.019555

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 30.525143 seconds.
Elapsed time is 12.275281 seconds.
                    mean       sd       coefofvar      min        max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15         p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    ________    _______    __________    __________    _______    _______    _______    _______    _________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.1707     6.6795      2.1066      -3167.1    9.1724            0     0.15047    0.84953    1.3888e-07    2.9897e-05    -42.555     -13.35    -4.1918     -1.446    -0.031279    0.98602     1.741    2.9194    4.2156    5.2877    5.9701    6.3246    6.7041    7.1304    7.6739    8.4438    8.9662         44.615                   1               26.035               0.47456               25.889             0.46514               1.6233               0.57903            -0.028324     -0.086742      -0.17773     -0.21944     -0.23002    -0.22179     -0.20023     -0.12479     0.044653      0.27007      0.44735      0.54419      0.64625      0.75518      0.87174      0.97264       0.99715  
    cl_mt_pol_a    9.7675     8.2135      0.8409      -4.8973    49.317    0.0031927    0.037634    0.95917    9.2945e-09    0.00030514    -2.4332    -1.0939    0.27254     1.2157       2.0863     2.8844    3.6825     5.206    7.8179    11.083    13.912    15.726    17.975    21.022    26.028    36.476    47.286         26.035             0.47456               67.462                     1               68.193             0.99636               3.2517               0.94323          -0.00029474    -0.0017491    -0.0028246    0.0012413    0.0098951    0.023143     0.040206     0.084218      0.18544      0.33088       0.4578      0.53313      0.61864      0.71677      0.83486      0.95774       0.99503  
    cl_mt_coh      10.001     8.3329     0.83319      -4.9877    50.161            0    0.034614    0.96539    5.3505e-08    3.1501e-05    -2.5281    -1.0892    0.34059     1.3291       2.2118     2.9886    3.7977    5.4159    8.0227      11.3    14.169    16.008    18.288     21.41    26.517    37.118    48.069         25.889             0.46514               68.193               0.99636               69.437                   1               3.2266               0.92255          -0.00030376    -0.0017363    -0.0025584      0.00182      0.01073    0.023665     0.040738     0.087213      0.18702      0.33119      0.45785       0.5333      0.61863      0.71741      0.83574      0.95809       0.99507  
    cl_mt_pol_c    1.4216    0.41972     0.29525     0.019555    7.0256            0           0          1    5.0591e-07    2.9897e-05    0.34217    0.53565    0.74553    0.90871      0.99934      1.087    1.1053    1.2692      1.39    1.5773    1.6986    1.7582    1.8411    1.9589    2.1446    2.4821    2.9314         1.6233             0.57903               3.2517               0.94323               3.2266             0.92255              0.17617                     1           0.00019904     0.0031872      0.022077     0.051842     0.085594     0.12185      0.16147      0.24442      0.38454      0.53989      0.65437      0.71477      0.77804      0.84497       0.9169      0.98087       0.99749  

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=4     2.027     0.94735    0.030004        0.85106          0.32528               6.9144                0.1396         -8.7903    0.017845

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 28.691535 seconds.
Elapsed time is 12.146304 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15         p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.6229     5.6048       1.547       -71.66    13.229           0    0.19054    0.80946    5.8927e-06    6.6361e-05    -45.142    -14.587    -5.5282    -2.5856    -0.90503    0.21561    1.1603    2.6736    4.5119    6.1399    7.2431    7.8423    8.4904    9.2563    10.264    11.749     12.79         31.414                   1               33.944               0.72534               34.338             0.71176               3.0225               0.84201             -0.01533     -0.072062      -0.16482      -0.21842        -0.241     -0.24531    -0.23548     -0.18105     -0.031018     0.18911      0.37309      0.47767      0.58998      0.71175      0.84618      0.96624       0.99643  
    cl_mt_pol_a     8.483     8.3494     0.98425      -8.5759    48.544    0.005257    0.04792    0.94682    3.6574e-07    0.00052561    -5.2996    -1.3684          0    0.54631      1.0805     1.6909    2.3014    3.6749    6.1167    9.2453    12.221    14.129    16.571    19.928    25.575     37.25    47.628         33.944             0.72534               69.712                     1               71.654               0.997               5.0235               0.93943           -0.0007754    -0.0034528    -0.0055351    -0.0036574    0.00083254    0.0094548    0.020862     0.056566       0.14431     0.27758      0.40485      0.48116      0.57192      0.67778       0.8099      0.95085       0.99431  
    cl_mt_coh      8.8913     8.6077      0.9681      -8.7583    50.179           0    0.04085    0.95915    6.8829e-07    0.00027518    -5.7821    -1.3807    0.14202    0.70472      1.2916     1.9203    2.5491    3.9639    6.4423    9.7014     12.73    14.732    17.173    20.674    26.484     38.51    49.236         34.338             0.71176               71.654                 0.997               74.093                   1               5.0627               0.91835          -0.00081108    -0.0035059    -0.0050329    -0.0026093     0.0029843     0.012367    0.024385     0.061224       0.14853     0.28364      0.40881      0.48636      0.57428      0.68028       0.8114      0.95121       0.99439  
    cl_mt_pol_c    1.5365    0.64045     0.41682     0.017845    8.1177           0          0          1    0.00014694    6.6361e-05    0.32123    0.39995    0.58813    0.77981     0.89889    0.99695    1.0917    1.2424    1.4762    1.6934    1.9182    2.0209    2.1733    2.3719    2.7088    3.3359    4.2268         3.0225             0.84201               5.0235               0.93943               5.0627             0.91835              0.41018                     1            0.0001736     0.0023106      0.015735      0.038153      0.065683     0.097248     0.13064      0.20737       0.33877     0.49271       0.6102      0.67434      0.74264      0.81691      0.89903      0.97557        0.9966  

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=5    1.9476     0.94967    0.034863        0.14745          0.36688               8.9113                0.13273        -9.2076    0.0014342

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 25.191393 seconds.
Elapsed time is 13.931342 seconds.
                    mean       sd       coefofvar       min        max       pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10        p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _________    ______    ________    _________    _______    __________    __________    _______    _______    ________    _________    ______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      4.5482    0.85405     0.18778       -517.51    13.924           0    0.0001563    0.99984    3.9116e-13    1.3827e-39      1.196     2.4207      3.1616       3.5063    3.7169     3.8781      4.014     4.2238    4.5487    4.8549    5.0975    5.2468    5.4183    5.6315    5.9444    6.5488     7.229         0.7294                   1               1.0779               0.97139               1.0405             0.90082              0.14679               0.98418          0.00011973    0.0042343      0.02986     0.066554      0.10627      0.15211       0.19447      0.28203     0.42941      0.58251      0.69155      0.74973      0.80655      0.86825      0.93059      0.98495       0.99838  
    cl_mt_pol_a    1.2466     1.2993      1.0423       -8.9058    48.316    0.022481       0.1369    0.84062    6.6005e-17    1.1258e-37    -1.8127    -1.0009     -0.4419     -0.16239         0    0.12821    0.35767    0.58713    1.0461     1.505    1.9639    2.2699    2.5758    2.9583    3.6466    5.1764    7.0121         1.0779             0.97139               1.6881                     1               1.6569             0.94289              0.21389               0.94263          -0.0017257    -0.011763    -0.032905    -0.044443    -0.046064    -0.042578     -0.025048    0.0095762     0.11361      0.25638      0.40529      0.49757      0.58918      0.68552      0.81694      0.95614       0.99407  
    cl_mt_coh      1.4374     1.3525     0.94094       -9.1756     50.17           0      0.10916    0.89084    1.0876e-14    8.8446e-38    -1.8691    -0.9639    -0.33066    -0.014045    0.1699    0.30257    0.47109     0.7775     1.218    1.7274    2.2023      2.45     2.801    3.2313    3.9437    5.4578    7.4265         1.0405             0.90082               1.6569               0.94289               1.8292                   1               0.2072               0.87722          -0.0015603    -0.010233    -0.026399    -0.031796    -0.027618    -0.019921    -0.0061124     0.044042     0.14068      0.29615      0.44088      0.50981      0.60462       0.7074      0.83049      0.95606       0.99457  
    cl_mt_pol_c    1.3192    0.17464     0.13239     0.0014342     5.314           0            0          1    6.8905e-12    1.3827e-39    0.79124    0.89574     0.99441       1.0736    1.1344     1.1807     1.2047     1.2735    1.3331    1.3976    1.4329    1.4683    1.4955    1.5278    1.5823    1.6814       1.8        0.14679             0.98418              0.21389               0.94263               0.2072             0.87722               0.0305                     1          0.00057847    0.0064481     0.035634     0.074828      0.11893      0.16229       0.20982      0.30023     0.44801      0.60572      0.71189      0.76538       0.8222       0.8788      0.93855      0.98685       0.99861  

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=6    4.9766     0.96653    0.055882        0.13313          0.48731               9.8214                0.10617        -19.79     0.018495

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 36.813947 seconds.
Elapsed time is 33.467130 seconds.
                    mean       sd       coefofvar        min         max        pYis0         pYls0       pYgr0     pYisMINY      pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    __________    __________    _____    __________    __________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      7.4731    0.15202    0.020342     -1.9575e+06    7.4769             0    5.6396e-09      1      6.6523e-18    0.00051176    7.4219     7.465    7.4687    7.4702    7.4711    7.4717    7.4722     7.473    7.4738    7.4746     7.475    7.4752    7.4755    7.4758    7.4762    7.4766    7.4769         0.023109                  1            0.0076317              0.03277             0.0078153            0.031641            0.00086225             0.015637         0.00098052      0.01006     0.05062       0.101      0.15173      0.20234      0.25377      0.35144        0.504       0.6519      0.75228       0.8024      0.85283      0.90219      0.95076      0.99105       0.99904  
    cl_mt_pol_a    45.649      1.532     0.03356         -19.307    47.354    6.9195e-09    1.1525e-07      1      5.0559e-20      0.088075    31.272    41.522    43.201    43.819    44.349    44.703    44.968     45.41    45.852    46.382    46.647    46.824    47.089    47.177    47.354    47.354    47.354        0.0076317            0.03277                2.347                    1                2.3571              0.9469               0.35438              0.63772         0.00054834    0.0084451    0.050707    0.093494      0.14919      0.20055      0.25022      0.35295      0.48978      0.64957      0.74463      0.79498      0.88286      0.89705            1            1             1  
    cl_mt_coh      48.322     1.6248    0.033625         -19.758    50.136             0    1.0075e-07      1      2.4342e-19      0.056462    32.942    43.978    45.699    46.404    46.938    47.311    47.591    48.057     48.55     49.11    49.389    49.576    49.778    49.949    50.136    50.136    50.136        0.0078153           0.031641               2.3571               0.9469                2.6401                   1               0.32901              0.55822          0.0005422    0.0085415    0.045862    0.093647      0.14222      0.19212      0.23962      0.33975      0.48993       0.6497      0.74475      0.79509      0.84479      0.89709            1            1             1  
    cl_mt_pol_c    3.8294    0.36273    0.094725        0.018495    7.5897             0             0      1      7.0726e-16    0.00051176    2.7777    3.3579    3.4927    3.5697    3.5964    3.6167    3.6389    3.6784    3.7815     3.821    3.9201    3.9391    4.0037     4.062    4.4065    5.3865    7.0299       0.00086225           0.015637              0.35438              0.63772               0.32901             0.55822               0.13158                    1         0.00063451    0.0082888    0.044176    0.092035      0.13909       0.1844      0.23239      0.32845      0.47783      0.62746      0.72405      0.77955      0.82814      0.88005      0.93713      0.98654       0.99814  

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=7    1.7625     0.95118    0.029956        0.61553          0.20893               9.0477               0.099278        -19.078    0.015777

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 25.740716 seconds.
Elapsed time is 11.896412 seconds.
                    mean        sd       coefofvar      min        max       pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1        p1          p5         p10         p15          p20         p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _________    _______    __________    __________    ________    _______    ________    ________    ________    _________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       4.4199     1.1084     0.25078      -26.879    15.331           0    0.0016611    0.99834     7.307e-10    4.0642e-48    -0.46914     1.4217      2.5543      3.0683       3.359       3.5957      3.769     4.0505     4.4568     4.836    5.1347    5.3066    5.5078     5.762    6.1699    6.8862    7.6947         1.2286                   1               1.2944               0.92593               1.2493              0.8597               0.22026              0.97667          -0.00035064    0.0014047      0.02095     0.05327     0.089966      0.13152      0.17871      0.25992       0.41029     0.56454      0.67401       0.7336      0.79428      0.85813      0.92617       0.9837       0.99821  
    cl_mt_pol_a    0.78506     1.2612      1.6065      -18.612    48.546    0.024657      0.24462    0.73072    2.6749e-10    1.7319e-47     -2.8211     -1.645    -0.83306    -0.55288    -0.30085     -0.13284          0    0.12722    0.57554    1.0239    1.3825    1.6515    2.0102    2.4585    3.1758    4.7001    6.6727         1.2944             0.92593               1.5907                     1               1.6195             0.97941               0.23592               0.9194           -0.0045029    -0.029589    -0.087323    -0.13153     -0.15863     -0.17134     -0.17306     -0.16379     -0.071488    0.069861      0.21739      0.31066      0.44178      0.57258      0.74948      0.93095       0.99098  
    cl_mt_coh      0.91562      1.311      1.4319      -19.046    50.127           0      0.21726    0.78274    2.5992e-10     1.794e-47     -2.9741    -1.6812    -0.80528     -0.4807    -0.20365    -0.018947    0.10331     0.2581    0.67231    1.1578     1.551    1.8281    2.1975    2.6592    3.3742     4.968    6.9996         1.2493              0.8597               1.6195               0.97941               1.7188                   1               0.22977               0.8614           -0.0040055    -0.026244    -0.075037    -0.10987     -0.12819     -0.13276     -0.12987     -0.10947      -0.02875     0.11786      0.27807      0.36633      0.48902      0.61025      0.76286      0.93773        0.9919  
    cl_mt_pol_c     1.2959    0.20346       0.157     0.015777    4.1878           0            0          1    1.1466e-07    4.0642e-48     0.74473    0.85442     0.95597      1.0144      1.0578       1.1035      1.139     1.2405     1.3333    1.3764    1.4579    1.4763    1.4963    1.5445     1.614    1.7413    1.8717        0.22026             0.97667              0.23592                0.9194              0.22977              0.8614              0.041394                    1           0.00054526    0.0062464     0.035044    0.073261      0.11359      0.15485      0.19802      0.29583       0.43633     0.59413      0.70161      0.75939       0.8175      0.87387      0.93513      0.98636       0.99853  

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=8    4.5086     0.92221    0.015662        0.71917          0.36538               4.1211                0.12825        -17.192    0.0042872

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 26.454410 seconds.
Elapsed time is 10.057847 seconds.
                    mean        sd       coefofvar       min         max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10        p15         p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    __________    ______    _________    ________    _______    __________    __________    _______    _______    _________    _______    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -5.2235      13931     -2666.9     -5.788e+07    3.5635            0     0.19115    0.80885    2.3108e-10    7.7618e-09    -54.706    -12.369      -3.3735    -1.3383    -0.45056    0.10437    0.53061    1.1052    1.7035    2.1493    2.4086    2.5399    2.6745    2.8174      2.99    3.2202    3.3765       1.9406e+08                  1              103.97              0.0016991              124.39            0.0019989              8.7673              0.0017673              1.1761        1.2138        1.2605         1.282       1.2902      1.2917       1.2884       1.2726       1.2315       1.1762       1.1325       1.1089       1.0838       1.0576       1.0299       1.0063        1.0007  
    cl_mt_pol_a      5.022     4.3925     0.87464        -16.772    49.229    0.0035587    0.058923    0.93752    1.1847e-11     7.498e-08    -2.2598    -1.1729     -0.11539    0.49678       0.939     1.3812     1.8234    2.6194    4.0345    5.7149    7.2185    8.1913    9.3411    10.933    13.586    19.247    26.588           103.97          0.0016991              19.294                      1              19.446              0.99105              1.4736                0.94208         -0.00052043    -0.0033228    -0.0076472    -0.0051121    0.0018706    0.014011     0.030564     0.073449      0.17581      0.32037       0.4526      0.52719      0.61494      0.71229      0.83291      0.95561       0.99422  
    cl_mt_coh       5.2245     4.4671     0.85503         -17.16    50.164            0    0.050434    0.94957    6.2555e-11    2.4273e-08    -2.3617    -1.1702    -0.026157    0.57889      1.0848      1.534     1.9738    2.8246    4.2288    5.9593    7.4296    8.4177    9.5617    11.235    13.897    19.703    27.135           124.39          0.0019989              19.446                0.99105              19.955                    1              1.4436                0.90745         -0.00052622    -0.0032668    -0.0068672    -0.0038946    0.0043892    0.017035     0.033237      0.08017      0.18099      0.32626      0.45433      0.52902      0.61527      0.71498      0.83324      0.95614       0.99426  
    cl_mt_pol_c     1.3582    0.35611      0.2622      0.0042872    6.1319            0           0          1    1.6426e-08    7.7618e-09    0.39904     0.5911      0.77808    0.90225      1.0004     1.0694     1.1138    1.2147    1.3442    1.4756    1.5835    1.6514    1.7176    1.8203    1.9622    2.2513    2.5895           8.7673          0.0017673              1.4736                0.94208              1.4436              0.90745             0.12682                      1          0.00024493     0.0037228      0.024521      0.056552     0.091319     0.12944      0.17053      0.25523      0.39822      0.55277      0.66594      0.72552      0.78662      0.85178      0.92117      0.98233       0.99801  

xxxxx Shift to: xxxxx
           fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
           _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=9    1.2957     0.94925    0.010121       0.026784          0.43431               9.3877                0.12174        -13.583    0.020891

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.968920 seconds.
Elapsed time is 5.811185 seconds.
                     mean         sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY        p0_1        p1         p5         p10         p15         p20         p25          p35         p50        p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    ________    ______    ________    ________    _______    __________    ___________    ________    _______    _______    ________    ________    ________    ________    _________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         3.9033     1.3204     0.33828      -3.4903    17.176           0    0.026786    0.97321    1.9073e-05    2.5484e-167     -3.4646    -2.2401     1.7445      2.7942      3.1557      3.3841      3.5443       3.7932     4.1148     4.3846     4.6101      4.742    4.8969     5.094    5.3953    5.9712    6.6194          1.7436                  1                2.1216              0.90077               2.4007             0.93633              0.097254              0.30478          -0.0017571    -0.0077183    -0.0061337    0.024918     0.063726      0.10668      0.15112      0.24428       0.4016      0.56011      0.67389      0.73499      0.79711      0.85945      0.92665      0.98416       0.99828  
    cl_mt_pol_a    -0.020575     1.7837     -86.694      -13.252    49.499    0.063365     0.37362    0.56301    1.1377e-05    2.5484e-167     -12.376    -9.5326    -2.1063    -0.96956    -0.66645    -0.44878    -0.29389    -0.061539    0.18559    0.43805    0.69051    0.94297    1.1113    1.4479    1.8686    2.7943    4.0566          2.1216            0.90077                3.1817                    1               2.9037             0.83837             0.0081081              0.01881              1.1037        5.4518        14.872      18.323       20.257        21.49       22.494       23.388       22.797       20.981       18.077       15.416       13.139       10.035       6.6506       2.6467        1.2203  
    cl_mt_coh       0.072188     1.9417      26.898      -13.551    50.156           0     0.32704    0.67296    9.9654e-06    3.6419e-165     -13.458    -10.313    -2.2068    -0.93177    -0.59175     -0.3677    -0.19769     0.057324    0.28138    0.59831    0.85332     1.0464    1.2474    1.5564    2.0355    2.9784    4.2535          2.4007            0.93633                2.9037              0.83837               3.7703                   1               0.08023              0.17098            -0.35763       -1.7131       -4.5946       -5.59      -6.1022      -6.3967      -6.6088      -6.7023      -6.3594       -5.417      -4.3876      -3.7899       -2.975       -2.031     -0.82095      0.50745       0.93479  
    cl_mt_pol_c       1.2911    0.24166     0.18717     0.020891    4.7794           0           0          1     0.0047159    2.5484e-167    0.020891     0.9658     1.0027      1.0236      1.0445      1.0639      1.0984        1.162      1.286     1.3675     1.4335     1.4999    1.5236    1.5959    1.6844    1.8672    2.6749        0.097254            0.30478             0.0081081              0.01881              0.08023             0.17098              0.058398                    1          7.6306e-05     0.0046162      0.037389    0.074443      0.11403       0.1549      0.19738      0.28882      0.42882      0.58294      0.69333      0.74935      0.80815      0.86654      0.92945      0.98352       0.99779  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=10    2.3887     0.92769    0.030878       0.053962         0.079077               9.8331                0.13376        -12.902    0.027815

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.655246 seconds.
Elapsed time is 10.161472 seconds.
                     mean          sd       coefofvar      min        max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5         p10          p15          p20          p25         p35        p50        p65         p75         p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    ________    _________    ________    ______    _______    __________    _______    __________    ________    ________    ________    ________    ________    _________    _________    _________    _______    _______    ________    ________    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         2.8443     0.10384    0.036508      -100.84    8.0368          0    6.4067e-05    0.99994    2.4423e-11       0          2.5053      2.6246      2.6995      2.7364        2.761       2.7746         2.79     2.8124     2.8474      2.8825      2.9031     2.9168     2.9292     2.9528     2.9766     3.0378     3.0897        0.010783                  1              0.009886              0.92647             0.0084792            0.71344             0.0050044              0.80392          0.00071705      0.01094     0.047864     0.096364      0.14646      0.19894      0.2424      0.35244      0.49905      0.66966      0.77043      0.81474      0.84881      0.90768      0.95435      0.98985       0.99892  
    cl_mt_pol_a    0.0035476     0.10276      28.965      -11.497    47.294    0.27881       0.31373    0.40746    4.2935e-12       0        -0.35358    -0.21973    -0.13175    -0.12543    -0.054837    -0.053489    -0.052207          0          0    0.023114    0.023114    0.10364    0.10364    0.10364    0.18417     0.2647    0.34523        0.009886            0.92647              0.010559                    1             0.0086532            0.73575             0.0048327              0.78452            -0.28273     -0.97062      -3.3394      -6.1492      -6.4899       -7.467     -8.8264      -8.8264      -8.8264      -7.6108      -7.6108      -3.2978      -3.2978      -3.2978     -0.37842      0.59359       0.91019  
    cl_mt_coh        0.15551     0.11445       0.736      -12.065    50.171          0      0.077079    0.92292    6.3854e-12       0        -0.28965    -0.13703     -0.0406    0.029006     0.042417      0.07722      0.11202    0.12543    0.17121     0.17121     0.19504    0.24325    0.27806    0.27806    0.36107    0.44409    0.52711       0.0084792            0.71344             0.0086532              0.73575                0.0131                  1             0.0042018              0.61241          -0.0053837    -0.015795    -0.033469    -0.023456    -0.019472    0.0057863     0.10482       0.1168      0.42794      0.42794      0.58074      0.65689      0.82773      0.82773      0.95117      0.98664        0.9972  
    cl_mt_pol_c       1.2773    0.059947    0.046933     0.027815    4.3657          0             0          1    3.9358e-09       0          1.1239      1.1553      1.1847      1.2062       1.2124       1.2167       1.2216     1.2405     1.2759      1.3004      1.3208     1.3295     1.3412     1.3596     1.3677     1.4088     1.4292       0.0050044            0.80392             0.0048327              0.78452             0.0042018            0.61241             0.0035937                    1           0.0012327    0.0091923     0.045766     0.093605      0.14889      0.20753     0.23725      0.33679      0.49045      0.63631      0.73798      0.78791        0.859      0.91692      0.94955      0.99607       0.99936  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=11    2.2404     0.9208     0.018428        0.10107          0.35991               3.5138                0.13422        -9.6902    0.0028504

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 21.948545 seconds.
Elapsed time is 9.949219 seconds.
                     mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65         p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.3941     1.7163      1.2311       -1154.4    7.7716           0    0.13393    0.86607    1.0285e-08       0        -10.746    -4.6555    -1.5123    -0.4175    0.16397    0.57321    0.87813     1.3353      1.8085      2.1739      2.405     2.5126     2.6453     2.7873    2.9847    3.3451       3.7         2.9455                   1               2.1746               0.88554               2.2677             0.85236                0.3014              0.83119           -0.011163    -0.052791    -0.12816    -0.16057     -0.16448      -0.1508     -0.12446     -0.043496     0.12699       0.3427      0.50526      0.59454      0.68933      0.78307      0.88551      0.97537       0.99728  
    cl_mt_pol_a    -0.98723     1.4308     -1.4493        -9.376    48.782    0.019022    0.74754    0.23344     3.414e-11       0        -6.5732     -5.132    -3.6357    -2.9146    -2.4225    -2.0802    -1.7892    -1.3287    -0.79103    -0.31945          0    0.12293      0.358    0.59307    1.0632    1.8468    2.9437         2.1746             0.88554               2.0472                     1               2.1232             0.95724               0.29424              0.97337           0.0070502     0.059697     0.23242     0.39676      0.53318      0.64306      0.74477       0.90029      1.0572       1.1418        1.157       1.1532       1.1372       1.1154       1.0733       1.0237        1.0033  
    cl_mt_coh      -0.96991     1.5502     -1.5983       -9.6582    50.172           0    0.71728    0.28272    6.6581e-09       0        -7.0795    -5.5185    -3.8526    -3.0546    -2.5309    -2.1669    -1.8477    -1.3339     -0.7404    -0.21675    0.10245    0.26204    0.46649    0.74084    1.1748    2.0526    3.1447         2.2677             0.85236               2.1232               0.95724               2.4031                   1               0.30077              0.91834           0.0078056     0.064556     0.25324     0.42871      0.57685      0.69296      0.79626       0.95862      1.1152       1.1902       1.1946       1.1848       1.1659       1.1346       1.0873       1.0253        1.0037  
    cl_mt_pol_c      1.1747    0.21128     0.17986     0.0028504    4.7615           0          0          1    1.4502e-07       0        0.46321    0.67431    0.83214    0.91461    0.97011     1.0068     1.0376     1.0908       1.167      1.2394     1.3191     1.3617     1.4139     1.4552    1.5357     1.668    1.7897         0.3014             0.83119              0.29424               0.97337              0.30077             0.91834              0.044638                    1          0.00032175     0.004958    0.031336    0.068523      0.10913      0.15125       0.1946       0.28548     0.42939      0.58381      0.69136      0.74904      0.80768       0.8685      0.93214      0.98535       0.99848  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=12    1.5132     0.9645     0.042975        0.82905         0.073454               2.1138                0.13108        -15.54     0.011342

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 41.424304 seconds.
Elapsed time is 30.796400 seconds.
                    mean       sd       coefofvar      min        max        pYis0         pYls0       pYgr0     pYisMINY     pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    __________    __________    _____    __________    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       25.27    0.16977    0.0067183      -12.61    25.705             0    1.0763e-29      1      5.8888e-39    0.0039778    24.657    24.837    24.977    25.049    25.094    25.136    25.158    25.217    25.296    25.364    25.377    25.377     25.46     25.46    25.544    25.627    25.705        0.028822                  1              0.037791              0.72786              0.036097            0.65722              0.026429              0.94346          0.00098543      0.01043    0.049479     0.10252      0.14941      0.19815      0.24884      0.40258      0.62023      0.66019      0.80864      0.80864      0.92676      0.92676      0.97923      0.99588          1     
    cl_mt_pol_a    47.781    0.30583    0.0064007     -13.998     47.94    2.0366e-14    2.3529e-14      1      6.2656e-38      0.55757    45.878    46.703    47.197    47.445     47.61     47.61    47.692    47.857     47.94     47.94     47.94     47.94     47.94     47.94     47.94     47.94     47.94        0.037791            0.72786              0.093533                    1              0.096886            0.97922               0.02814              0.55763           0.0010319     0.011455    0.054928     0.11462      0.20914      0.20914      0.26069      0.44057            1            1            1            1            1            1            1            1          1     
    cl_mt_coh       49.93    0.32352    0.0064795     -14.316    50.168             0    1.6216e-14      1      4.7698e-38     0.059814    47.915    48.776    49.326     49.55    49.704     49.79     49.86     49.98    50.048    50.066      50.1      50.1    50.134    50.134    50.168    50.168    50.168        0.036097            0.65722              0.096886              0.97922               0.10466                  1              0.027724              0.51936          0.00095445    0.0098096    0.049893    0.099068      0.15147      0.20914      0.25262      0.36301      0.49992      0.65232      0.82625      0.82625       0.9399       0.9399            1            1          1     
    cl_mt_pol_c    3.3332      0.165     0.049504    0.011342    3.9409             0             0      1      3.2801e-37    0.0039778    2.9916    3.0448     3.115    3.1296    3.2074     3.218    3.2223    3.2322    3.3283    3.3463    3.4323    3.4323    3.5448    3.5448    3.6666    3.7983    3.9409        0.026429            0.94346               0.02814              0.55763              0.027724            0.51936              0.027227                    1          0.00088208    0.0092303    0.047008    0.099518      0.14176      0.19029      0.23844      0.40473      0.60163      0.64265      0.80102      0.80102      0.92089      0.92089      0.97681      0.99525          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=13    3.1694     0.96916    0.022137        0.26175          0.17886               3.0968                0.14975        -6.2952    0.019235

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 39.781680 seconds.
Elapsed time is 22.545869 seconds.
                    mean        sd       coefofvar      min        max       pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1         p1          p5          p10         p15         p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ________    _________    ________    ______    ________    __________    _______    __________    __________    ________    ________    _________    ________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      6.3537     0.39715    0.062507      -2426.8    12.776           0    1.2217e-10          1     2.308e-19    5.6826e-57       5.023      5.4431       5.7307      5.8693      5.9594       6.03     6.0885     6.1947     6.3425    6.4834     6.602    6.6763      6.76    6.8673    7.0412    7.3328    7.6624         0.15773                  1               0.32427              0.97836               0.31352            0.92141              0.031399               0.9434          0.00077719     0.0083935      0.043921     0.089651      0.14366     0.18514        0.236      0.33073      0.47702      0.62805      0.72995      0.78319      0.83859      0.89005      0.94347      0.98826       0.99879  
    cl_mt_pol_a    0.9567     0.83455     0.87232      -5.9214    48.917    0.019745      0.079593    0.90066    7.9848e-21    2.5161e-55     -0.8277    -0.41446     -0.11384    0.026161    0.099791    0.24705    0.32068    0.54158     0.8361    1.1306    1.4251    1.5724    1.7933    2.0878    2.5296    3.4132    4.5176         0.32427            0.97836               0.69648                    1               0.69009            0.96515              0.061563              0.88026          -0.0010949    -0.0062872     -0.016288    -0.017622    -0.013783    0.002146     0.013215     0.065542      0.18354       0.3324      0.47504      0.53827       0.6271      0.72535      0.83863      0.96119       0.99544  
    cl_mt_coh      1.1058     0.85676     0.77481      -6.2632    50.192           0      0.052842    0.94716    4.7172e-19    7.8832e-56    -0.79989    -0.34833    -0.011941     0.14316     0.25376    0.36436    0.47496    0.70075    0.97103    1.3028    1.5685    1.7544    1.9802    2.2812    2.7374    3.6359    4.7295         0.31352            0.92141               0.69009              0.96515               0.73404                  1              0.059771              0.83247          -0.0008824    -0.0048911    -0.0097089    -0.005955    0.0040008    0.017729     0.036814     0.093752      0.20756      0.36036      0.48493      0.56006       0.6452      0.73934      0.85105      0.96306       0.99539  
    cl_mt_pol_c    1.3002    0.083803    0.064452     0.019235    3.2757           0             0          1    3.1966e-19    5.6826e-57      1.0013      1.0623       1.1283      1.1846      1.2091     1.2536     1.2637     1.2745     1.2959     1.352    1.3651    1.3717    1.3807    1.3896    1.4078    1.4734    1.5122        0.031399             0.9434              0.061563              0.88026              0.059771            0.83247             0.0070229                    1          0.00075726     0.0079748      0.042341     0.087866      0.13368     0.18054      0.23495      0.33506      0.47978      0.62941      0.73607      0.78927      0.83765      0.89239      0.94459      0.98855       0.99886  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=14    4.0532     0.95904    0.043714       0.092066          0.41888               9.8588                0.12429        -11.171    0.0098905

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 33.960169 seconds.
Elapsed time is 57.797675 seconds.
                    mean       sd       coefofvar       min         max        pYis0         pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1        p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    __________    ______    __________    __________    _______    __________    __________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      7.4119     0.5623    0.075865     -4.327e+05    7.8035             0    5.8003e-06    0.99999      8.41e-16    2.4893e-05     4.0083    5.1908    6.2533    6.7403    7.0071    7.1863    7.3126    7.4854    7.6344    7.7135     7.745    7.7567    7.7665    7.7753    7.7846    7.7947    7.8008        0.31618                   1               5.7629                 0.848               6.0086             0.84691              0.25935               0.83796           0.00046928     0.0062929     0.037824    0.082025      0.12829      0.17644      0.22513      0.32528      0.47827      0.63377      0.73824      0.79041      0.84279      0.89547      0.94797       0.9897       0.99895  
    cl_mt_pol_a     31.39     12.086     0.38502        -10.898    47.906    3.4508e-05    0.00040389    0.99956    7.8573e-20      0.004803    0.58026    3.5577    8.8857    13.038    16.486    19.463    22.284    27.299    34.037    39.365    42.029    43.126    44.145    45.085    46.182    47.514    47.906         5.7629               0.848               146.07                     1               152.34             0.99902               6.6056               0.99297          -3.9069e-07    0.00068607    0.0091588    0.026753     0.050704     0.079123      0.11309      0.19132      0.33952      0.51737      0.64664      0.71258      0.78228      0.85345      0.92683      0.98589             1  
    cl_mt_coh      32.896     12.617     0.38355        -11.139    50.159             0    0.00033231    0.99967    1.8114e-17     0.0030827    0.73295    3.8723    9.4015    13.768    17.302    20.473    23.336    28.651    35.652    41.163    43.994    45.171    46.234    47.215     48.36    49.718    50.159         6.0086             0.84691               152.34               0.99902                159.2                   1               6.8858               0.99147           2.3923e-06      0.000729    0.0092128    0.027132     0.050641     0.079793      0.11284      0.19226      0.33914      0.51497      0.64447       0.7132      0.78279      0.85382      0.92705      0.98497             1  
    cl_mt_pol_c    2.6418    0.55043     0.20835      0.0098905    6.2238             0             0          1    2.9686e-14    2.4893e-05      1.179    1.3892    1.6409    1.8293    1.9783    2.1102    2.2316    2.4527    2.7456    2.9768     3.095    3.1446    3.1935    3.2636    3.3548    3.5128    4.3213        0.25935             0.83796               6.6056               0.99297               6.8858             0.99147              0.30297                     1           0.00041905      0.004892     0.028139    0.061118     0.097302      0.13591      0.17689      0.26568      0.41351      0.57635      0.69185      0.75051      0.81047      0.87174      0.93448       0.9858       0.99819  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=15    4.4156     0.95731    0.0073516       0.30447          0.38126               9.0312                0.12786        -18.144    0.015466

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 28.224836 seconds.
Elapsed time is 11.939302 seconds.
                    mean       sd      coefofvar        min         max       pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10         p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ___________    ______    ________    _________    _______    __________    __________    _______    _______    ________    _________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.4073    86.475      25.379     -4.4763e+05    6.3492           0    0.0066613    0.99334    5.5188e-11    4.5776e-32    -3.8216    0.51197      2.1008       2.5663     2.8149     2.9693     3.1057     3.3204    3.5561    3.7859    3.9399    4.0237    4.1294    4.2465    4.4093    4.6824    4.9571         7477.9                    1              1.5928               0.010265              1.6212             0.010297              0.16091              0.011017          -0.009577    -0.011197    0.0078313      0.04289     0.084158      0.12598       0.16987     0.26521      0.41863      0.57905      0.69037      0.74891      0.80976      0.87114      0.93362      0.98601       0.99852  
    cl_mt_pol_a    1.8597    1.7944     0.96491         -17.702    49.635    0.016695      0.11532    0.86798      3.19e-13    1.7855e-30     -2.679    -1.4528    -0.50969    -0.096391    0.16585    0.34673    0.61804    0.97979    1.6128    2.3363     2.879    3.2407    3.6929    4.2355    5.1399    7.1295    9.5713         1.5928             0.010265                3.22                      1              3.1473              0.96333              0.28299               0.93371         -0.0017173    -0.010688    -0.029371    -0.037153    -0.035256    -0.027699     -0.010936    0.029604      0.14113       0.3048      0.43165      0.51331      0.60763        0.709      0.82878      0.95746       0.99455  
    cl_mt_coh       2.013    1.8207     0.90448         -18.112    50.164           0     0.098271    0.90173    3.4243e-12    1.1656e-30    -2.8326     -1.466      -0.431      0.02451    0.29782    0.51294    0.72041     1.1507    1.7555    2.4514    3.0638    3.4282    3.8508    4.4303    5.3414    7.3456    9.8054         1.6212             0.010297              3.1473                0.96333               3.315                    1               0.2716               0.88321          -0.001691    -0.010267    -0.026555    -0.030832    -0.026476    -0.013917    -0.0019427    0.050283      0.15381      0.30748      0.45348      0.53302      0.61395      0.72217      0.83706      0.95971       0.99485  
    cl_mt_pol_c    1.2869    0.1689     0.13125        0.015466    4.2821           0            0          1    6.6068e-09    4.5776e-32    0.69642    0.85141     0.96624       1.0654       1.11     1.1808      1.188     1.2321    1.3015    1.3756    1.4006     1.429    1.4508    1.4847    1.5387    1.6227     1.708        0.16091             0.011017             0.28299                0.93371              0.2716              0.88321             0.028527                     1         0.00048966    0.0061023     0.035142     0.074914      0.11687      0.16272       0.20665     0.30433      0.44955      0.60584      0.71351       0.7677      0.82226      0.88091      0.93897      0.98704       0.99864  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=16    4.7371     0.95605    0.015001        0.86055          0.49894               6.3187                0.12747        -9.3781    0.0089255

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 37.649254 seconds.
Elapsed time is 6.682953 seconds.
                    mean        sd      coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20         p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ___________    ______    __________    __________    _______    __________    _________    _______    _______    _______    _______    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -7.2351    5934.2      -820.2     -1.2202e+07    5.6251             0       0.21973    0.78027    1.2579e-09    0.0025474    -443.91    -81.636     -18.79    -7.3835    -3.0039    -0.63691    0.83986    2.6032    3.9733    4.7292    5.0641       5.2    5.3215    5.4348    5.5199    5.6004    5.6251       3.5215e+07                  1               320.7              0.0040963              330.86             0.004162              16.161              0.0022601            0.91197        1.1103       1.3121      1.3941       1.4279       1.4398       1.4388       1.4136       1.3439        1.253       1.1852       1.1498       1.1133       1.0763       1.0313       1.0031          1     
    cl_mt_pol_a     27.806    13.193     0.47446         -9.1494    49.261    1.8056e-05    5.5107e-05    0.99993      3.04e-11     0.050518    0.92768     3.1958     7.1062     10.156     12.659      14.927     17.039    21.106    27.284    33.932    38.859    41.518    44.334    47.149    49.261    49.261    49.261            320.7          0.0040963              174.06                      1              176.21              0.99704               9.806                0.61682         2.1209e-05    0.00078526    0.0087026    0.024667     0.045084     0.070159     0.098652      0.16693      0.29849      0.46398      0.59419      0.66587      0.74341      0.82515            1            1          1     
    cl_mt_coh       28.351    13.396     0.47251         -9.3461    50.163             0    2.9213e-05    0.99997    8.5184e-11     0.024708     1.1048     3.4069     7.3104     10.406     12.979      15.249     17.425    21.585    27.824    34.525    39.572    42.285    45.129     48.02    50.065    50.163    50.163           330.86           0.004162              176.21                0.99704              179.45                    1              9.7638                0.60486         2.6646e-05     0.0008408    0.0087069    0.024539      0.04532     0.070123      0.09896      0.16801      0.29868        0.463      0.59403      0.66563      0.74301      0.82566      0.91479            1          1     
    cl_mt_pol_c     1.6868     1.205     0.71435       0.0089255     15.09             0             0          1    5.2674e-08    0.0025474    0.30636    0.46653    0.69468    0.88995    0.98693      1.0587     1.1674    1.3168    1.5022    1.7534    1.9112    1.9735    2.1021    2.2511    3.0197    8.7123     15.09           16.161          0.0022601               9.806                0.61682              9.7638              0.60486               1.452                      1         0.00013869     0.0023273     0.017033    0.040785     0.068082     0.098772      0.13175      0.20485      0.33036      0.47431      0.58156       0.6393      0.69956       0.7637      0.83594      0.97293          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=17    4.4046     0.88534    0.013048        0.51105          0.12474               7.5388                0.10799        -17.978    0.028375

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 23.352559 seconds.
Elapsed time is 25.436155 seconds.
                    mean        sd       coefofvar      min        max        pYis0        pYls0       pYgr0        pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95         p99        p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    __________    _______    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    _______    _________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -139.63     1677.7     -12.015       -54334    2.5117             0    0.97256      0.027439    1.7096e-06       0         -31141    -1355.1    -138.91    -62.328    -41.156    -30.711    -24.691    -16.955    -10.713    -6.5667    -4.4977    -3.5036    -2.5476    -1.6138    -0.59202    0.71839       1.4453       2.8148e+06                 1                735.2               0.23852               973.13             0.28802                65.816              0.19457             0.30524      0.77474     0.88114     0.91354        0.932      0.94461      0.95416      0.96879      0.98342      0.99248      0.99642      0.99787      0.99892      0.99967       1.0001       1.0001             1  
    cl_mt_pol_a    -6.6157     1.8372     -0.2777      -17.362    47.652    0.00037394    0.99923    0.00040042    1.0748e-09       0        -14.832    -11.059    -9.4437     -8.762    -8.3441    -8.0238    -7.7589    -7.2856    -6.7114    -6.0352    -5.5021    -5.1677     -4.757    -4.2507      -3.564    -1.9449    -0.070247            735.2           0.23852               3.3752                     1               3.6576              0.9886               0.36227              0.97798            0.002384     0.019516    0.080317     0.15392      0.21512       0.2747      0.33608      0.45692      0.60827      0.75264       0.8388      0.87993      0.91696      0.95277      0.98065      0.99841             1  
    cl_mt_coh      -7.1204     2.0138    -0.28283      -17.946    50.138             0    0.99899     0.0010061    2.5747e-07       0        -16.113    -12.024    -10.233    -9.4791    -9.0247    -8.6612    -8.3885    -7.8698    -7.2071    -6.4801     -5.897    -5.5712    -5.1168    -4.5716     -3.7536    -1.9892     0.010198           973.13           0.28802               3.6576                0.9886               4.0555                   1               0.39483              0.97239           0.0024273     0.019345      0.0815     0.15248      0.21511      0.27926      0.33598       0.4509      0.61392      0.75697      0.84072      0.88038       0.9194      0.95267        0.982      0.99855             1  
    cl_mt_pol_c    0.65732    0.20162     0.30674     0.028375    4.3053             0          0             1    0.00020099       0         0.1119    0.18932    0.33526    0.40556    0.45217    0.48822    0.52008    0.57907    0.65471    0.72776    0.78836    0.82244    0.85964    0.90995     0.99427     1.1726       1.3645           65.816           0.19457              0.36227               0.97798              0.39483             0.97239              0.040652                    1          0.00013287    0.0022875    0.019232    0.047872     0.080698       0.1168      0.15497      0.23977      0.38005      0.53717      0.65179      0.71348       0.7771      0.84408      0.91611      0.98077       0.99785  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=18    2.7668     0.88619     0.04274        0.59244          0.42412               5.7481                0.12692        -5.7654    0.014962

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.257958 seconds.
Elapsed time is 6.913709 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20         p25          p35         p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    _______    ________    ________    _________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.24867     6.6731      26.836      -949.13    4.6041           0    0.27837    0.72163     2.816e-06    5.6377e-17    -49.944    -12.821    -4.6041    -2.4318    -1.3672    -0.71164    -0.22696      0.45714     1.1503    1.6914    2.0366    2.2159    2.4062    2.6388    2.9309    3.3782    3.7433         44.531                   1               6.0058               0.34769               6.1744             0.33838               1.1505               0.40041            -0.49366      -1.2595     -2.4173     -3.0901      -3.4617      -3.6672      -3.7588      -3.6998      -3.1969      -2.3395      -1.5975      -1.1664      -0.7047     -0.19503      0.35822      0.85816       0.98465  
    cl_mt_pol_a     1.0236     2.5885      2.5288      -5.6248    47.951    0.014331    0.37522    0.61045    4.8182e-09    5.2209e-16    -4.2561     -3.396    -2.4366    -1.8083    -1.3763     -1.0144    -0.69943     -0.15794    0.54814    1.4776    2.2641     2.836    3.4795     4.409    5.9104    9.2708    13.632         6.0058             0.34769               6.7003                     1               6.9186              0.9775               1.0744               0.96399           -0.004466    -0.037626    -0.14709    -0.25439     -0.32954     -0.38958     -0.42854     -0.46882     -0.43852     -0.28448     -0.10657     0.024225      0.17785      0.37106      0.61316      0.89359       0.98518  
    cl_mt_coh       1.1733     2.7344      2.3305      -5.7334    50.162           0    0.35994    0.64006    1.5433e-07    2.3877e-16    -4.5592      -3.59    -2.5463    -1.8753    -1.3861    -0.98069    -0.64054    -0.044115    0.73403    1.7032    2.5233    3.0871    3.7674    4.7273    6.3255    9.7642    14.377         6.1744             0.33838               6.9186                0.9775               7.4767                   1               1.0678               0.90699          -0.0043601    -0.036159    -0.13785    -0.23069     -0.30012     -0.35188     -0.38401     -0.41129     -0.36614     -0.20795     -0.03506     0.083235      0.22882      0.41043       0.6427      0.89977       0.98642  
    cl_mt_pol_c     1.2952    0.43056     0.33242     0.014962    7.4283           0          0          1    1.5629e-05    5.6377e-17    0.21105    0.40723    0.63383    0.76411     0.8511     0.91505     0.98288       1.0945     1.2873    1.4378    1.5718    1.6509    1.7467    1.8671     2.032    2.4055    2.8322         1.1505             0.40041               1.0744               0.96399               1.0678             0.90699              0.18538                     1          0.00012801    0.0025285    0.019507    0.046955     0.078269      0.11244      0.14901      0.22986      0.36781      0.52414      0.64079      0.70476      0.76918      0.83837      0.91302      0.98007       0.99771  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=19    3.9577     0.87059    0.049529        0.58614          0.32951               5.6662                0.12155        -14.608    0.024574

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.537546 seconds.
Elapsed time is 10.098744 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25         p35         p50         p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    _______    _______    ________    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       -5.7865     182.36     -31.515       -19480    2.5818           0    0.34701    0.65299    5.2373e-07    7.2868e-29    -814.18    -43.969    -8.9389    -4.3502    -2.4781     -1.444    -0.79894    0.016706     0.71988     1.1609    1.3914    1.5024     1.619    1.7426    1.8959    2.1078    2.2637          33255                    1              52.602               0.11646               62.913             0.12943               6.4285               0.096862            0.67447       0.8947      1.0175      1.0709       1.0991       1.1155        1.125        1.131       1.1205       1.0955       1.0734        1.061       1.0476       1.0331       1.0175       1.0037        1.0004  
    cl_mt_pol_a    -0.33578     2.4769     -7.3766      -14.252     47.64    0.011536    0.56773    0.42074    1.0938e-08    6.5648e-28    -8.7463    -5.9128    -4.1813    -3.3942    -2.8094      -2.32     -1.9349     -1.2418    -0.39463    0.48357     1.142    1.5534    2.0472    2.7879    3.8578    6.3267    9.3718         52.602              0.11646              6.1352                     1                6.504             0.98509              0.88185                0.97826           0.030651      0.21307     0.80174      1.3561       1.8074       2.2171       2.5249       2.9958       3.3401       3.3068       3.0735       2.8762       2.6104       2.2455       1.7902       1.2168        1.0313  
    cl_mt_coh      -0.27988     2.6656      -9.524      -14.576    50.156           0    0.54908    0.45092    7.6316e-08    2.9943e-28    -9.5291    -6.3641    -4.4948    -3.6001    -2.9646    -2.4464     -2.0145     -1.2371    -0.28701    0.57673    1.2923    1.7551    2.2733    3.0198    4.2044    6.7093    9.9915         62.913              0.12943               6.504               0.98509               7.1052                   1              0.90958                0.93762           0.039663      0.27848      1.0214      1.7367       2.3326       2.8163       3.1981       3.7883       4.1762       4.0905       3.7588       3.4758       3.1191       2.6599       2.0159       1.2914        1.0397  
    cl_mt_pol_c      1.2075    0.36394     0.30139     0.024574    6.3389           0          0          1    2.5425e-05    7.2868e-29    0.19237    0.39924    0.60889    0.75358    0.83377    0.89979     0.95381      1.0552      1.1923     1.3506    1.4492    1.5287    1.5808    1.6835    1.8237    2.0678     2.382         6.4285             0.096862             0.88185               0.97826              0.90958             0.93762              0.13245                      1         0.00012631    0.0025549    0.020097    0.048606     0.081427      0.11738      0.15583      0.23925      0.37966      0.53674      0.65311      0.71517      0.77895      0.84656      0.91897      0.98184       0.99797  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=20    1.7446     0.94032    0.0052814       0.60769          0.17501               8.8274                0.12812        -17.338    0.017696

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.082471 seconds.
Elapsed time is 5.299073 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1        p1          p5         p10         p15         p20          p25          p35         p50        p65        p75        p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75     fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    _______    __________    _______    __________    ________    ________    _______    ________    ________    ________    ________    _________    _________    _______    _______    _______    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    _________    ________    _________    _________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        3.2906    0.68418     0.20792       -23.38     11.87          0    0.00081461    0.99919    2.5326e-09       0        0.093944     1.3215       2.094      2.4565      2.6494      2.7818       2.9273        3.085     3.3232     3.5808     3.7528     3.8463     3.9449     4.0866     4.3081    4.6854    5.0827        0.46811                   1              0.30058               0.91043               0.27011             0.7778               0.13563              0.95172          -0.00017538    0.0024929    0.025233    0.061185      0.10156      0.14337      0.18252      0.28406      0.42168      0.59419        0.70171     0.75747      0.81307      0.87043      0.93491      0.98536       0.99845  
    cl_mt_pol_a    0.063689    0.48255      7.5767      -16.915    47.767    0.13073       0.38993    0.47934    1.3019e-09       0         -1.9267    -1.2443    -0.68568    -0.44628    -0.29338    -0.20688     -0.13005    -0.047276          0    0.12605    0.30515    0.30515    0.48425    0.66336    0.93201    1.4693    2.2753        0.30058             0.91043              0.23286                     1                0.2321            0.94761               0.08898               0.8853            -0.036119     -0.24648    -0.86801     -1.3277      -1.5638      -1.8399      -1.9028      -2.0502      -2.0502      -1.8627        -1.3229     -1.3229     -0.83931     -0.43012      0.13305      0.70812       0.96289  
    cl_mt_coh       0.19625    0.50758      2.5864      -17.306    50.164          0       0.26033    0.73967    1.2556e-09       0         -1.9929    -1.2397    -0.60954    -0.33946    -0.19241    -0.07836    -0.012366     0.097994    0.16399     0.2907    0.43775    0.47075     0.6178    0.79785     1.0679    1.6411    2.4513        0.27011              0.7778               0.2321               0.94761               0.25764                  1              0.081077              0.76689            -0.012439    -0.081522      -0.273    -0.39705      -0.4503     -0.48109     -0.49553     -0.47248     -0.34644     -0.17644     -0.0039967    0.097338      0.23754       0.4222      0.64875      0.89768       0.98728  
    cl_mt_pol_c      1.2663    0.20829     0.16449     0.017696    4.6502          0             0          1    5.1383e-07       0          0.7725     0.8805     0.96229      1.0011      1.0318      1.0641        1.087       1.1418     1.2737     1.3397     1.4261      1.446     1.5176     1.5389     1.6099    1.7237     1.859        0.13563             0.95172              0.08898                0.8853              0.081077            0.76689              0.043383                    1           0.00058714    0.0068665    0.037135    0.076127      0.12063      0.15629        0.199      0.28851      0.43553      0.58834        0.70313      0.7565      0.81199      0.87931       0.9337      0.98658       0.99852  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=21    3.8027     0.95501    0.035255        0.65819          0.30987               9.2423                0.11439        -6.2815    0.0037819

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 36.537172 seconds.
Elapsed time is 23.672802 seconds.
                    mean       sd       coefofvar        min         max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    _________    _________    _______    __________    __________    _______    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      5.3602      9.458      1.7645     -2.1951e+06    7.5985            0    0.0059355    0.99406    4.0222e-12    9.4646e-07    -4.1774      0.8636    2.8541    3.6396    4.1013    4.4383    4.7104    5.1424    5.6393    6.0662    6.3353    6.4708    6.6169    6.7823    6.9925    7.2777    7.4744         89.454                   1                8.429               0.12197               8.6345              0.1206              0.45383                0.1344           -0.0018118     -0.0026195     0.013601      0.04421    0.080606      0.12099      0.16301      0.25587      0.40666      0.57007        0.686      0.74554      0.80673      0.86907      0.93326      0.98627        0.9986  
    cl_mt_pol_a    10.526     7.3069     0.69421         -5.9976    48.297    0.0011991     0.014607    0.98419    1.2011e-14    2.4933e-05    -1.7222    -0.30274    1.2004    2.2906    3.3081    4.1803    4.9798    6.6514    9.1952    12.175    14.719    16.173     17.99    20.461    24.458    32.526    41.611          8.429             0.12197               53.391                     1               55.187             0.99774               2.5534               0.97878          -0.00021115    -0.00086449    0.0013819    0.0095693    0.023467     0.042183     0.062489      0.11805      0.23332      0.38285      0.51235        0.584      0.66479      0.75485      0.86029      0.96557       0.99589  
    cl_mt_coh      11.035     7.5698       0.686         -6.2495    50.146            0     0.012499     0.9875    1.8428e-14    1.5594e-05     -1.771    -0.19095    1.3605    2.5178    3.5712    4.4169    5.3018    7.0323    9.6372    12.751    15.356    16.889     18.77    21.346    25.513    33.819    43.195         8.6345              0.1206               55.187               0.99774               57.302                   1               2.6196               0.96927           -0.0002203    -0.00078852    0.0017299     0.010598    0.024934     0.042497     0.064632      0.12068      0.23409      0.38571      0.51249      0.58619      0.66662      0.75642       0.8616      0.96576       0.99586  
    cl_mt_pol_c    1.6573    0.35703     0.21543       0.0037819    5.7305            0            0          1    1.0273e-11    9.4646e-07    0.67213     0.87271    1.1183    1.2371    1.2959    1.3636    1.4199    1.4968    1.6372    1.7688    1.8709    1.9369    2.0265    2.1245    2.2853    2.6043    2.9707        0.45383              0.1344               2.5534               0.97878               2.6196             0.96927              0.12747                     1           0.00035899      0.0047161     0.029727     0.065645     0.10357      0.14342      0.18556      0.27413      0.41576      0.57011      0.67972      0.73686      0.79642      0.85885      0.92541      0.98327       0.99813  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=22    4.3631     0.9632     0.030746       0.011445          0.13045               6.7117                0.10512        -17.477    0.0051577

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 43.906801 seconds.
Elapsed time is 36.877310 seconds.
                    mean         sd       coefofvar        min         max       pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1         p1          p5          p10         p15        p20        p25        p35        p50        p65       p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ________    _________    ___________    ______    ________    __________    _______    __________    __________    ________    ________    _________    ________    _______    _______    _______    _______    _______    _______    ______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       4.6833     0.16357    0.034927     -1.4669e+07    7.8277           0    3.2238e-17          1    2.2304e-25    2.0127e-88      4.1698      4.3182       4.4117       4.479     4.5137     4.5468      4.578     4.6152     4.6932     4.7484    4.7976     4.8227    4.8489    4.8838    4.9481    5.0776    5.2276        0.026757                  1              0.078567              0.98968              0.076844            0.93585             0.0075969              0.87211           0.00090332      0.009418     0.046564      0.09865       0.14309     0.19602      0.24557      0.34176      0.49374      0.64942      0.74503      0.79618      0.84899      0.89448      0.94737      0.98906       0.99887  
    cl_mt_pol_a    0.62542     0.48532       0.776         -16.724    48.509    0.029109      0.058197    0.91269    1.0719e-27     4.203e-86    -0.48593    -0.22755    -0.060171    0.023006    0.11053    0.19804    0.28556    0.37308    0.63564    0.81068    0.8982    0.98572    1.0732    1.2483    1.5108    1.9484    2.5611        0.078567            0.98968               0.23554                    1               0.23066            0.94679              0.021269              0.82293            -0.001085    -0.0061854    -0.014057    -0.012488    -0.0031056    0.016052     0.043068     0.079295       0.2518      0.42482      0.50891      0.60081      0.66781      0.77516      0.88149      0.96867       0.99524  
    cl_mt_coh      0.76032     0.50198     0.66023         -17.445    50.135           0      0.033969    0.96603    4.5702e-26    2.7659e-86    -0.43427      -0.138      0.06806     0.13456    0.22284    0.31305    0.37762    0.51911    0.73846    0.94452    1.0604     1.1506    1.2408    1.3956    1.6406    2.1429    2.7744        0.076844            0.93585               0.23066              0.94679               0.25199                  1              0.021114              0.78982          -0.00080693    -0.0038694     -0.00361     0.004007      0.015724    0.036278     0.055344      0.12224      0.24315      0.41744      0.54712      0.63381      0.69653      0.77205      0.87135        0.972       0.99571  
    cl_mt_pol_c     1.2989    0.053254    0.040999       0.0051577    3.3681           0             0          1    2.5678e-23    2.0127e-88      1.1327      1.1553       1.1971      1.2459     1.2688     1.2723     1.2773     1.2831     1.2911     1.3096     1.323     1.3338    1.3563    1.3814    1.3921     1.411    1.4429       0.0075969            0.87211              0.021269              0.82293              0.021114            0.78982              0.002836                    1            0.0009896     0.0088326     0.050248     0.092113       0.14053     0.19285      0.24102      0.34906      0.48759      0.64045       0.7394       0.7906      0.84268       0.8949      0.94693      0.98928       0.99895  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=23    2.4682     0.89633    0.0092362       0.13176          0.28296               7.9962                0.12862        -19.003    0.0033453

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.230888 seconds.
Elapsed time is 14.124788 seconds.
                    mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35         p50        p65        p75         p80         p85          p90         p95         p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    _______    ________    __________    ________    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    ________    ________    ________    _________    ________    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -1.2692     27.489     -21.659       -2934.5    5.4671           0    0.42377     0.57623    1.1255e-07       0        -88.646    -16.671    -6.8907    -4.2006    -2.8564    -1.9662    -1.3599    -0.47049    0.39268     1.0032      1.3367      1.4983       1.655       1.8139      1.9934     2.2687    2.5315         755.64                   1               10.993               0.22528               12.791               0.236                1.2641               0.1876             0.42879      0.63248     0.94755      1.1581       1.2939       1.3872       1.4521       1.5216       1.5221       1.4381       1.3446         1.29       1.2268       1.1599       1.0842       1.0181         1.002  
    cl_mt_pol_a    -2.1781     1.7751    -0.81497        -18.54    47.623    0.012153     0.9169    0.070944    2.4146e-10       0        -9.0346    -6.9473     -5.476    -4.6586    -4.0988    -3.6778    -3.2691     -2.6767    -1.8796    -1.2257    -0.81701    -0.58523    -0.35074     -0.16311    0.091811    0.73165    1.4629         10.993             0.22528               3.1508                     1               3.4385             0.98244               0.42671              0.98068           0.0049689     0.037647     0.15269     0.27073      0.36446      0.45527      0.53599       0.6696      0.83208      0.93517      0.98015      0.99471       1.0055       1.0115       1.0114       1.0042        1.0006  
    cl_mt_coh      -2.2814     1.9718    -0.86428       -18.971    50.165           0    0.90289    0.097108    1.2376e-08       0        -9.9234    -7.6171    -5.9566    -5.0673    -4.4215     -3.894     -3.525     -2.8201    -1.9567    -1.2187    -0.75746    -0.51387    -0.29621    -0.019456     0.25729    0.89582    1.6079         12.791               0.236               3.4385               0.98244               3.8879                   1               0.46369              0.95935           0.0051877     0.038343      0.1561     0.27443      0.37818      0.47839      0.55072      0.68823       0.8496      0.95176      0.99348       1.0059       1.0142       1.0172       1.0142       1.0052        1.0008  
    cl_mt_pol_c     1.0321    0.24513      0.2375     0.0033453    5.2697           0          0           1    1.5747e-05       0        0.17429    0.40451    0.59994    0.71073    0.77838    0.83189    0.87894     0.95676     1.0491     1.1332      1.1943      1.2271      1.2673        1.318      1.4524      1.596    1.7085         1.2641              0.1876              0.42671               0.98068              0.46369             0.95935              0.060089                    1          0.00012231    0.0029651    0.023248    0.055316     0.092152      0.13051      0.17257       0.2615      0.40788      0.56596      0.67939      0.73925      0.79858      0.86017      0.92865      0.98506       0.99846  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=24    1.3887     0.96751    0.007836        0.61367          0.35398               4.4798                0.14496        -9.8879    0.014896

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.252956 seconds.
Elapsed time is 6.359824 seconds.
                    mean       sd      coefofvar      min        max       pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10         p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35     fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ________    ______    ________    _________    _______    __________    __________    _______    _______    ________    _________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      6.1538    1.9513     0.31709      -7.7134    21.751           0    0.0033926    0.99661    1.1502e-06    9.6232e-22    -2.2442     1.3499        3.05       3.7895     4.2939     4.6113     4.9408     5.4148    6.1137    6.8471    7.4165    7.7295    8.1139    8.6272    9.3886    10.812    12.384         3.8077                   1               3.7114               0.91015               3.4682             0.83921              0.57812               0.97618          -0.00064525    -7.5843e-05     0.015822     0.044553     0.077166      0.11303     0.15244        0.23611      0.3777      0.53796      0.65253      0.71311      0.77687      0.84381      0.91679      0.98129        0.9979  
    cl_mt_pol_a    1.7626    2.0897      1.1856      -9.6467    49.611    0.021226      0.13981    0.83896    2.4356e-06    7.6722e-21    -3.2416    -1.2914    -0.47966     -0.17482          0    0.11916    0.27804    0.59581    1.2313    2.0258    2.7407    3.1379    3.7735    4.5679    5.9184    8.7783    12.512         3.7114             0.91015                4.367                     1               4.3118             0.97423              0.56691               0.89386           -0.0030152      -0.012039    -0.030012    -0.038731    -0.040278    -0.038076    -0.03186     -0.0066896    0.076546      0.21923      0.35231      0.42256      0.53102      0.64326      0.78899      0.94217       0.99215  
    cl_mt_coh      1.9129    2.1179      1.1071      -9.8559    50.186           0      0.11045    0.88955    2.5191e-06    2.8872e-21    -3.4574    -1.2924    -0.41165    -0.049713    0.14551    0.26725    0.42738    0.78603    1.3882    2.1471     2.871    3.3481    3.9085    4.7508    6.0703    8.9942    12.761         3.4682             0.83921               4.3118               0.97423               4.4854                   1               0.5342               0.83109           -0.0030119      -0.011561    -0.026885    -0.031886    -0.030221    -0.024469    -0.01575       0.017363     0.10173      0.23693      0.36993         0.45       0.5431      0.65772      0.79459      0.94481       0.99255  
    cl_mt_pol_c    1.2884    0.3035     0.23556     0.014896    4.8141           0            0          1    0.00011122    9.6232e-22    0.58485    0.64516     0.76582      0.84695    0.92112     1.0415     1.0783     1.1902    1.2967     1.422    1.5016    1.5354    1.5995    1.6761    1.7764    1.9652    2.1903        0.57812             0.97618              0.56691               0.89386               0.5342             0.83109              0.09211                     1           0.00039827      0.0047285     0.026867     0.058232     0.096688      0.13526     0.17244         0.2616     0.40634      0.56599      0.67692      0.73626      0.79688      0.86052      0.92686      0.98407       0.99826  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=25    2.8355     0.93278     0.03448        0.93177          0.41326               5.223                 0.12647        -16.169    0.027403

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 27.913094 seconds.
Elapsed time is 8.591130 seconds.
                    mean        sd      coefofvar      min        max        pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY       p0_1        p1          p5         p10        p15        p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10     fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    _________    ________    _______    __________    _________    ________    _______    ________    _______    _______    _______    _______    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -10.534    48.795     -4.6323      -516.03    7.4959            0     0.35646    0.64354    3.2814e-05    0.0041269      -448.8    -282.69     -70.634    -27.545    -14.757     -8.426    -4.6878    -0.20688    3.1999    5.0649    5.9158    6.2672    6.5869    6.8764    7.1491     7.401    7.4959         2380.9                   1               343.84               0.46907               361.51             0.47594               25.169               0.26147              0.04509       0.35282      0.88788        1.0942        1.1913       1.2444      1.2748       1.2956       1.2716       1.2117       1.1594       1.1305       1.0999       1.0672       1.0347        1.004          1     
    cl_mt_pol_a     19.166    15.023     0.78381      -15.774    48.333    0.0019715    0.058724     0.9393    5.6155e-06     0.048985      -14.29    -7.8354    -0.39289     1.7293      3.696     5.4063      7.202      10.623    16.352     23.62    29.948    33.882    38.329    43.374    48.162    48.333    48.333         343.84             0.46907               225.68                     1               233.28             0.99755               21.391               0.72178          -0.00077493    -0.0057211    -0.011666    -0.0098204    -0.0026914    0.0096952    0.026073     0.072324      0.17764      0.33191      0.47074      0.55527      0.64849       0.7542       0.8757            1          1     
    cl_mt_coh       19.951    15.567     0.78025      -16.137    50.162            0     0.05623    0.94377    1.1803e-05     0.020361     -15.597    -8.4876     -0.3257     1.8858     3.9854     5.6896     7.5798      11.142    17.013    24.597    31.143    35.147     39.78    45.031     49.92    50.162    50.162         361.51             0.47594               233.28               0.99755               242.32                   1               21.772               0.70899           -0.0008054    -0.0060086    -0.012014    -0.0099863    -0.0024188    0.0096437     0.02637     0.072933      0.17796      0.33363      0.47234      0.55526       0.6489      0.75516      0.87467            1          1     
    cl_mt_pol_c     1.9544    1.9727      1.0094     0.027403    19.932            0           0          1     0.0013508    0.0041269    0.027403    0.28683     0.35147    0.51872    0.62651    0.76426    0.88897      1.1428    1.5202    2.0107     2.423    2.7053    2.9915    3.4129    4.0683    10.893    19.932         25.169             0.26147               21.391               0.72178               21.772             0.70899               3.8917                     1            1.894e-05     0.0012297    0.0078359      0.018521      0.033155     0.051254     0.07228      0.12395       0.2256      0.36057      0.47319      0.53834      0.61078      0.69208      0.78825      0.95107          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=26    4.9911     0.9522     0.027332        0.39076          0.29903               5.1148                0.10457        -8.9621    0.0020917

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 32.127260 seconds.
Elapsed time is 18.053415 seconds.
                    mean       sd       coefofvar        min         max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10         p15         p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    _________    _________    _______    __________    __________    _______    _______    ________    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.2335     564.75      174.66     -1.2389e+10    5.1497            0    0.0080645    0.99194     4.123e-16    1.2141e-21    -4.0579    0.29789      1.9393      2.4423      2.6905     2.8432     2.9731    3.1572    3.3806     3.576    3.7106    3.7832    3.8635    3.9634    4.0995    4.3105     4.518       3.1895e+05                  1              1.5131              0.0011781              1.5233             0.001148              0.12129             0.0013037         -0.0026426    -0.0051153     0.012209     0.046594     0.086991      0.12935      0.17657      0.27059     0.42093       0.5836      0.69712      0.75435      0.81252      0.87251      0.93495      0.98649       0.99859  
    cl_mt_pol_a    2.2115     2.2742      1.0284         -8.5771     48.67    0.0074492      0.13883    0.85372    2.8396e-18    5.0097e-20    -3.7529    -2.2306    -0.95767    -0.33502    0.023441    0.33036    0.63728    1.1744    1.9417    2.7857    3.4763    3.9366    4.4737     5.241     6.392    8.6938    11.916           1.5131          0.0011781              5.1721                      1              5.2644              0.98522              0.35832               0.95644         -0.0019141     -0.013202    -0.039337    -0.053573    -0.056057    -0.051021    -0.037865    0.0068744     0.11432      0.26244      0.40664      0.49731      0.58891      0.69644      0.82336        0.956       0.99425  
    cl_mt_coh      2.3755     2.3495     0.98908         -8.9301    50.134            0      0.12604    0.87396    2.2589e-17    2.2326e-20     -3.941    -2.3111     -0.9432    -0.25922     0.13385    0.47324    0.76308    1.2894    2.0522    2.9957    3.7051    4.1526    4.7044    5.4927    6.7005    9.0398    12.351           1.5233           0.001148              5.2644                0.98522              5.5203                    1              0.35979               0.92959         -0.0019214      -0.01278    -0.037389    -0.049065    -0.049732    -0.042349    -0.029274     0.013948     0.11877      0.27807      0.42064      0.50408      0.59463       0.7007      0.82849      0.95651        0.9943  
    cl_mt_pol_c    1.3348    0.16473     0.12341       0.0020917    4.5429            0            0          1     1.631e-15    1.2141e-21    0.74986    0.91158      1.0456      1.1136      1.1555     1.2228     1.2409    1.2667    1.3582    1.3872    1.4608    1.4908     1.509      1.53     1.567     1.704    1.7923          0.12129          0.0013037             0.35832                0.95644             0.35979              0.92959             0.027137                     1         0.00051786     0.0063187     0.036043     0.076652      0.11929       0.1635       0.2112      0.30428     0.45496      0.60753      0.71459      0.76764      0.82354      0.88089      0.93875      0.98699       0.99864  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=27    2.9373     0.9631     0.056875        0.7467           0.10138                7.69                 0.14054        -5.3759    0.015891

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 28.618899 seconds.
Elapsed time is 18.901932 seconds.
                    mean        sd       coefofvar      min       max        pYis0         pYls0       pYgr0     pYisMINY     pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ________    _________    _______    ______    __________    __________    _____    __________    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      13.009    0.014372    0.0011048    -49.011    13.046             0    2.2622e-22      1       4.559e-29    0.0037394    12.958    12.972    12.984     12.99    12.995    12.996        13    13.003     13.01    13.016    13.018    13.018    13.025    13.025    13.032    13.039    13.046       0.00020656                 1              0.001952              0.71776             0.0017795             0.6071             0.0025778              0.94334           0.0010257     0.010223    0.051495      0.1122      0.16608       0.2122      0.26166      0.39288      0.61939      0.65262      0.81261      0.81261      0.92982      0.92982      0.98064       0.9962          1     
    cl_mt_pol_a    47.218     0.18922    0.0040074    -4.9559    47.309    5.7191e-17    1.7679e-16      1      1.0821e-30      0.63594    46.048    46.469    46.889    47.029    47.099    47.169    47.169    47.239    47.309    47.309    47.309    47.309    47.309    47.309    47.309    47.309    47.309         0.001952           0.71776              0.035805                    1              0.036929            0.95695              0.019013              0.52848          0.00096059     0.010495    0.059151     0.14723      0.19748      0.26257      0.26257      0.36283            1            1            1            1            1            1            1            1          1     
    cl_mt_coh       50.06     0.20394     0.004074    -5.3439     50.18             0    7.6587e-17      1      4.8715e-30      0.35671    48.847    49.292    49.699     49.81    49.884    49.958    50.032    50.106    50.143     50.18     50.18     50.18     50.18     50.18     50.18     50.18     50.18        0.0017795            0.6071              0.036929              0.95695              0.041593                  1              0.018031                0.465           0.0010083     0.010641    0.050114    0.099929      0.14894      0.19969      0.26596      0.38413      0.64244            1            1            1            1            1            1            1          1     
    cl_mt_pol_c    3.9654     0.19013     0.047947    0.13795    4.6881             0             0      1       4.559e-29    0.0037394      3.58    3.6813    3.7098    3.7278    3.8098    3.8138    3.8366    3.8446    3.9551    4.0021    4.0762    4.0762    4.2088    4.2088    4.3542    4.5135    4.6881        0.0025778           0.94334              0.019013              0.52848              0.018031              0.465               0.03615                    1          0.00091834    0.0092858    0.050037      0.1017      0.15969      0.19506       0.2499      0.37291       0.6135      0.63518      0.80513      0.80513      0.92385      0.92385      0.97797      0.99553          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=28    3.9213     0.88887    0.043174        0.21062         0.092066               7.9741                0.10796        -9.1931    0.016243

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.739989 seconds.
Elapsed time is 26.853407 seconds.
                    mean         sd       coefofvar      min        max        pYis0       pYls0      pYgr0        pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ________    _________    ________    ______    __________    _____    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -13.186      6.9483     -0.52693     -1068.8     3.023             0      1      1.6418e-06    5.8129e-06       0        -50.627    -31.708    -24.443    -21.321    -19.028    -17.688    -16.403    -14.377    -12.093    -10.089    -8.6834    -7.9681    -7.1927    -6.3501     -5.197    -3.3679    -1.7773         48.278                   1                3.6853              0.80184                4.0016            0.78734               0.54866              0.86456           0.0061692     0.031753     0.11955     0.20484      0.27893      0.34979      0.41501      0.53025      0.68021       0.8063      0.87675      0.90824      0.93697       0.9626      0.98475      0.99801        0.9999  
    cl_mt_pol_a    -7.1419     0.66148     -0.09262     -8.6601    46.869    6.2979e-15      1      4.8184e-15    1.5457e-07       0         -8.337    -8.2259     -8.083    -7.9402    -7.8038    -7.7277    -7.6545    -7.5046     -7.226    -6.9403     -6.726    -6.5831    -6.4403     -6.226    -5.9403    -5.2975    -4.5118         3.6853             0.80184               0.43756                    1               0.47725            0.98635              0.055582                 0.92           0.0013095     0.015765    0.059346     0.12884      0.17161      0.22293      0.28798      0.38276      0.54615      0.69909      0.78741      0.83652      0.87769      0.92589      0.96359      0.99354       0.99941  
    cl_mt_coh      -7.7013     0.73147    -0.094979     -9.1611    50.138             0      1      4.0509e-14    4.3184e-06       0        -9.0549    -8.9232    -8.7384    -8.5801    -8.4484    -8.3427    -8.2636    -8.0527    -7.7888    -7.4727    -7.2348    -7.0766    -6.9183    -6.7074    -6.3643    -5.6787    -4.7816         4.0016             0.78734               0.47725              0.98635               0.53504                  1              0.061082              0.91429           0.0016846     0.012239    0.063573     0.12759      0.17847       0.2392      0.28165      0.39288      0.55607      0.68681      0.79329      0.84138      0.88096      0.92043      0.96495      0.99317       0.99947  
    cl_mt_pol_c    0.59827    0.091334      0.15266    0.064762    4.8216             0      0               1    5.8129e-06       0        0.27887    0.38874    0.44023    0.49691     0.5123     0.5249    0.53604    0.55918     0.5971    0.63242    0.65797    0.67127    0.68903    0.71443     0.7538    0.81891    0.89594        0.54866             0.86456              0.055582                 0.92              0.061082            0.91429              0.008342                    1          0.00043951    0.0059324    0.033805    0.073697      0.11586      0.15958      0.20503      0.29934      0.44013      0.59397      0.70163      0.75776      0.81478      0.87266      0.93365      0.98578       0.99845  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=29    1.1541     0.91416    0.054356        0.76499          0.28832               3.6749                0.1419         -5.9318    0.016235

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 16.438864 seconds.
Elapsed time is 6.686701 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1         p1         p5         p10        p15        p20        p25         p35        p50         p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    _______    __________    __________    ________    ________    _______    _______    _______    _______    ________    _______    ________    _______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.1568     2.7454      2.3734      -6.1523    16.142           0    0.32737    0.67263    0.00045035    3.8019e-27     -5.7875     -4.9042    -3.7125    -2.6104    -1.8539    -1.2184    -0.67658    0.18231      1.2696     2.3045     3.0632     3.5148    3.9748    4.6219    5.5372    7.2186    8.8629         7.5373                   1               5.8294                 0.852               6.4071             0.86669               1.0401               0.89677           -0.010276      -0.06685    -0.19422    -0.33107     -0.42521     -0.49092     -0.53152     -0.55144     -0.45206     -0.22235      0.01069       0.1564      0.31448      0.50031      0.71682      0.93131        0.9919  
    cl_mt_pol_a    -0.75124     2.4922     -3.3174      -5.7871    47.422    0.036273    0.64242    0.32131     0.0014226    1.1034e-26     -5.7871     -5.4749    -4.8017    -4.0662    -3.3822    -2.8372     -2.3134    -1.5276    -0.62687          0    0.40226    0.82778    1.3951    2.1753    3.5227    6.7141    10.898         5.8294               0.852               6.2108                     1               6.2272             0.92795              0.79061               0.75091            0.010959       0.10245     0.35548     0.64902      0.90052       1.1032       1.2727       1.5304       1.7388       1.7982       1.7772       1.7335       1.6541       1.5424       1.3632       1.1136        1.0161  
    cl_mt_coh      -0.72286     2.6927     -3.7251      -5.8998    50.182           0    0.61549    0.38451     0.0013074    3.9982e-27     -5.8998     -5.8249     -5.152    -4.3668    -3.6191    -2.9834     -2.4227    -1.5627    -0.55332    0.10682    0.56835    0.97963    1.5778    2.4004    3.8585    7.2607    11.598         6.4071             0.86669               6.2272               0.92795               7.2507                   1              0.94862               0.83389            0.010671       0.12078     0.39708     0.72647      0.99721        1.228       1.4092       1.6861        1.897       1.9393       1.8988       1.8451       1.7556       1.6196       1.4093       1.1257        1.0182  
    cl_mt_pol_c      1.2997    0.42247     0.32505     0.016235    6.9867           0          0          1      0.023529    3.8019e-27    0.016235    0.016235    0.91772          1     1.0261     1.0451      1.0639     1.1006      1.1719     1.3312     1.5111     1.6161    1.7271    1.8699    2.1056    2.5406    3.0245         1.0401             0.89677              0.79061               0.75091              0.94862             0.83389              0.17848                     1          0.00029392    0.00029392    0.016386    0.053852     0.093039      0.13268      0.17341      0.25634      0.38739      0.53107       0.6401      0.70028      0.76556      0.83387      0.90911      0.97886       0.99753  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=30    2.3135     0.94312    0.019291       0.038461          0.4374                3.0874                0.10121        -8.9873    0.0069803

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 23.385839 seconds.
Elapsed time is 9.612038 seconds.
                     mean        sd       coefofvar       min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10        p15        p20        p25        p35        p50         p65        p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15     fracByP20     fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    ________    ________    _______    __________    __________    _______    _______    ________    _______    _______    _______    _______    _______    ________    _______    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        2.4853     1.6231     0.65309       -513.36    9.9584           0    0.071363    0.92864    1.7871e-08    3.0112e-58    -7.4452    -3.3135    -0.57445    0.51673     1.1281      1.561     1.8781     2.3554      2.8691     3.2639     3.5164     3.6606     3.8104     4.003    4.2661    4.7414    5.2455         2.6345                   1               2.7167               0.94389               2.7598             0.90833               0.29365              0.90589          -0.0040254    -0.020811    -0.046162    -0.045318    -0.028204    -0.00088601    0.033951       0.1198      0.27766      0.46447      0.60094      0.67289      0.74767      0.82715       0.9091      0.98013       0.99786  
    cl_mt_pol_a    -0.71159     1.7733      -2.492       -8.7681    49.054    0.017273     0.63407    0.34866    5.7755e-11     6.226e-56    -6.8708    -5.4866     -3.9211    -3.0387    -2.5039    -2.0744    -1.7464    -1.2059    -0.57038          0    0.38956    0.69903    0.93113     1.318    2.0143    3.2522    4.8769         2.7167             0.94389               3.1445                     1               3.1677             0.95428               0.34756              0.98139            0.010164     0.087905      0.34222      0.58844      0.77856         0.9438      1.0736       1.2794       1.4603       1.5151       1.4863       1.4363       1.3907       1.3101       1.1858       1.0549        1.0076  
    cl_mt_coh       -0.6888     1.8719     -2.7177       -8.9553     50.13           0     0.61938    0.38062    1.3428e-08    1.3497e-56    -7.2748    -5.7822     -4.0716    -3.1741    -2.5733    -2.1489     -1.779    -1.2026    -0.49856    0.10516    0.52662     0.7689     1.0786    1.4729    2.1095    3.4258    5.0818         2.7598             0.90833               3.1677               0.95428               3.5042                   1               0.34765              0.92989            0.011161     0.095545      0.37547      0.63425      0.84697         1.0116      1.1536        1.368       1.5489        1.589       1.5446       1.4968       1.4305       1.3391       1.2114       1.0601        1.0083  
    cl_mt_pol_c      1.2117    0.19972     0.16482     0.0069803    5.2603           0           0          1     1.269e-07    3.0112e-58    0.55816     0.7489     0.89431    0.96423     1.0126     1.0478     1.0763     1.1293      1.1963     1.2801     1.3572     1.4059      1.428    1.4727    1.5447    1.6603     1.784        0.29365             0.90589              0.34756               0.98139              0.34765             0.92989              0.039887                    1          0.00039567    0.0054961     0.033295     0.071768      0.11267         0.1556     0.19934      0.29017       0.4342      0.58748      0.69655      0.75567      0.81221       0.8717      0.93425      0.98611       0.99849  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=31    4.6587     0.87708    0.051724        0.89727          0.34437               6.2932                0.12698        -6.3162    0.0096609

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 21.764899 seconds.
Elapsed time is 10.111869 seconds.
                    mean       sd      coefofvar        min         max        pYis0         pYls0       pYgr0      pYisMINY     pYisMAXY       p0_1         p1         p5         p10       p15         p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ___________    ______    __________    _________    _______    __________    _________    _________    _______    _______    _______    ______    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -10.87    4560.8     -419.59     -6.4416e+06    2.2176             0      0.20163    0.79837    1.2907e-08    0.0010365       -474.1    -61.169    -10.813     -3.466    -1.145    -0.018277    0.6292    1.3444    1.8137    2.0297    2.1119    2.1418    2.1662    2.1862    2.2028    2.2145    2.2176       2.0801e+07                  1              214.14              0.0043669              230.07             0.004461              23.954              0.0044635              0.8826        0.9994       1.0874      1.1165       1.1264       1.1289       1.1274        1.118       1.0957        1.069         1.05       1.0402       1.0303       1.0202       1.0102       1.0016          1     
    cl_mt_pol_a    14.885    10.752     0.72233         -6.1621    47.541    0.00025476    0.0014419     0.9983    1.4292e-10    0.0079501     -0.12936    0.72356       2.37      3.587    4.7324       5.7346    6.7368    8.7412    12.177    16.544     20.41    22.987     26.28    30.718    37.662    47.183    47.541           214.14          0.0043669               115.6                      1               121.3              0.99771              11.878                0.93889         -2.9645e-05    0.00024069    0.0051822     0.01474     0.029387     0.047282     0.067294      0.11928      0.22466      0.36952      0.49117      0.56394      0.64738       0.7419      0.85495      0.96837          1     
    cl_mt_coh      15.798    11.308     0.71578         -6.2842    50.163             0    0.0010545    0.99895    3.0287e-10    0.0038797    -0.012584    0.89088     2.5899     3.9351    5.0744       6.1285    7.2478    9.3559     12.97    17.497    21.628    24.338    27.736    32.437    39.773    49.753    50.163           230.07           0.004461               121.3                0.99771              127.87                    1              12.261                0.92146         -2.1766e-05    0.00029928    0.0050333    0.015517     0.029598     0.047389     0.068938      0.12131      0.22705      0.36962      0.49342      0.56601      0.64773      0.74259       0.8558      0.96831          1     
    cl_mt_pol_c    2.0563    1.1767     0.57224       0.0096609      11.9             0            0          1    1.4166e-07    0.0010365      0.22294    0.42666     0.6661    0.85194    0.9759        1.103    1.2392    1.4498    1.8152    2.2559    2.6238    2.8583     3.168    3.5629     4.195    5.7311      11.9           23.954          0.0044635              11.878                0.93889              12.261              0.92146              1.3846                      1          9.5416e-05     0.0016242      0.01269     0.03124     0.053819     0.079618      0.10821       0.1737      0.29287      0.44056      0.55827      0.62472      0.69767       0.7787       0.8722      0.96324          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=32    2.6127     0.95223    0.0087831       0.61984          0.2461                8.6267                0.14397        -18.41     0.010371

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 22.214047 seconds.
Elapsed time is 8.054915 seconds.
                    mean       sd       coefofvar      min        max       pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10         p15         p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    _________    _______    __________    __________    _______    _______    ________    _________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.5814     1.7196     0.48014       -980.1    9.8647           0    0.0084095    0.99159    2.0741e-09    1.9995e-68    -2.9935    0.18724      1.7227       2.3268      2.6386     2.8805     3.0343     3.3141     3.6929     4.034    4.2934    4.4315    4.5924    4.8023    5.1016    5.6333    6.1708         2.9569                   1               1.3038               0.55917               1.2355             0.51986               0.23889              0.61474          -0.0023058    -0.0040692    0.0095067     0.039764     0.074921      0.11372      0.15253       0.2465     0.38898      0.55153      0.67134      0.72719       0.7897      0.85602      0.92459      0.98375       0.99825  
    cl_mt_pol_a    1.0921      1.356      1.2416      -17.961    49.565    0.033674      0.15752    0.80881    1.0379e-10    4.3479e-68    -2.3667    -1.3027    -0.53081     -0.18832    -0.10347    0.06398    0.15464    0.42662    0.78926    1.3332    1.6959    2.0585    2.4212    2.8745    3.6904     5.413    7.5888         1.3038             0.55917               1.8386                     1               1.8269             0.97486               0.27563              0.89951          -0.0026803     -0.016493    -0.046565    -0.063806    -0.069217    -0.067459    -0.060475    -0.028151    0.055821      0.20422      0.32407      0.42353       0.5271      0.63984      0.78489      0.94234       0.99238  
    cl_mt_coh      1.2564     1.3821         1.1      -18.378    50.184           0      0.12175    0.87825     3.045e-10    8.4444e-68    -2.4949    -1.3059    -0.46751    -0.063616    0.065912    0.21075    0.34028    0.53851    0.95772    1.4912     1.895    2.2228    2.6267     3.084    3.9071    5.6448    7.8397         1.2355             0.51986               1.8269               0.97486               1.9102                   1               0.26027              0.83331          -0.0026612      -0.01484     -0.03915    -0.049068    -0.048107    -0.041032    -0.024411    0.0033981    0.093922      0.24047      0.37523      0.45601      0.56701      0.67177      0.80515       0.9482       0.99319  
    cl_mt_pol_c     1.281    0.22599     0.17642     0.010371    3.5512           0            0          1    2.9199e-07    1.9995e-68    0.62601    0.76687     0.88827      0.95791      1.0075     1.0978     1.1128     1.2099     1.2936     1.389    1.4177    1.4884    1.5134    1.5221    1.6183    1.7281    1.9036        0.23889             0.61474              0.27563               0.89951              0.26027             0.83331              0.051071                    1          0.00044385     0.0055207     0.032798     0.068209       0.1103      0.14995      0.19279      0.28217     0.43039        0.587      0.69811      0.75433      0.81459      0.87161      0.93447      0.98593        0.9985  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=33    4.9418     0.93987    0.021199        0.45894         0.073138               9.9106                0.13857        -11.924    0.0030864

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 22.718344 seconds.
Elapsed time is 10.888940 seconds.
                     mean         sd       coefofvar        min         max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5          p10          p15          p20         p25        p35        p50         p65        p75        p80        p85        p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    ________    _________    ___________    ______    _______    __________    _______    __________    ________    ________    ________    _________    ________    _________    _________    _______    _______    ________    _______    _______    _______    _______    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        2.5613      2948.7      1151.2     -1.9972e+09    4.1298          0    9.3058e-05    0.99991    9.0943e-15       0          2.1103      2.2954       2.4056      2.4531       2.4818       2.5002     2.5207     2.5479       2.581     2.6104     2.6313     2.6491     2.6598     2.6787     2.7074     2.7633    2.8232       8.6948e+06                   1            0.080359             0.00014307             0.10148           0.00016988            0.015643             7.636e-05         -0.0023622    0.0055146     0.042552     0.090222      0.14511     0.19272      0.26103      0.33727      0.50335      0.65924      0.75425      0.80899      0.85089      0.89815      0.94733      0.98999       0.99898  
    cl_mt_pol_a    0.078842     0.19048       2.416         -10.851    48.477    0.16986       0.22944     0.6007    3.0424e-18       0        -0.62798    -0.34644     -0.19271    -0.12017    -0.048842    -0.047624          0          0    0.027785    0.10867    0.18955    0.18955    0.27043    0.35132     0.4322    0.59397    0.9175         0.080359          0.00014307            0.036284                      1            0.035668              0.92435            0.010913               0.82461          -0.015629    -0.063955     -0.23284     -0.33593      -0.3593    -0.39407     -0.39407     -0.39407     -0.33844     -0.13547      0.14212      0.14212      0.38999      0.59507      0.77249      0.91241       0.99055  
    cl_mt_coh       0.23746     0.20257     0.85309         -11.751    50.177          0      0.074263    0.92574    5.9718e-16       0        -0.53763    -0.24358    -0.042044    0.040554     0.086808      0.12315    0.13306    0.17738     0.20575    0.28835    0.37094    0.37094    0.45354     0.4998    0.61874    0.78393    1.1143          0.10148          0.00016988            0.035668                0.92435            0.041036                    1            0.010225               0.72651         -0.0054275    -0.017964    -0.041933    -0.034872    -0.023421    0.015206     0.022165       0.1595      0.24934      0.41781      0.58945      0.58945      0.72186       0.7542      0.90356      0.96442       0.99636  
    cl_mt_pol_c      1.2784    0.069474    0.054346       0.0030864    3.2032          0             0          1    6.5016e-13       0          1.0726      1.1256       1.1607      1.1841       1.2032       1.2141     1.2213     1.2424      1.2795     1.3123     1.3328     1.3424     1.3441     1.3621      1.393     1.4171     1.437         0.015643           7.636e-05            0.010913                0.82461            0.010225              0.72651           0.0048267                     1          0.0008291    0.0092383     0.045426      0.09038      0.14421      0.2184       0.2432      0.32973      0.49732      0.63258      0.74138      0.81761      0.84478      0.90617      0.94508      0.99213       0.99925  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=34    1.4609     0.90323    0.040033        0.23725          0.33694               4.3658                0.13948        -8.9581    0.025075

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 16.853087 seconds.
Elapsed time is 6.128490 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65         p75         p80         p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    ________    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.27032     2.3242       8.598      -7.9258    10.843           0    0.32859    0.67141    8.8284e-05       0         -7.8441    -7.3525    -4.8999    -3.1284    -2.0143    -1.2386    -0.6534    0.14249     0.9572      1.5624      1.9104      2.0794     2.2567       2.47     2.7503    3.2597    3.7953         5.4018                   1               4.3474               0.90894               5.1067             0.96819               0.4802               0.85768           -0.040704       -0.3008     -1.1686     -1.8989      -2.3662      -2.6632      -2.8382      -2.9242      -2.6028       -1.894      -1.2495     -0.88123     -0.48046     -0.048062      0.4353      0.87143       0.98528  
    cl_mt_pol_a    -1.9262     2.0579     -1.0684      -8.7396    47.014    0.025352    0.84552    0.12913    0.00022285       0         -8.5022    -7.8616    -6.2706    -4.9421    -4.0907    -3.4705    -2.9607    -2.2458    -1.4653    -0.80597    -0.40101    -0.19312          0    0.17798    0.55692    1.3906    2.4516         4.3474             0.90894                4.235                     1               4.2752             0.91543              0.37209               0.75058           0.0061741      0.057164     0.18926     0.33447      0.44941      0.54703      0.63298      0.76915      0.90824      0.99641       1.0272       1.0349       1.0374        1.0352      1.0259       1.0086        1.0013  
    cl_mt_coh      -1.9994     2.2694     -1.1351      -8.9261    50.179           0    0.82029    0.17971     0.0002699       0         -8.8895    -8.7796    -6.8035    -5.3426    -4.3967    -3.6929    -3.1778    -2.3529    -1.4803    -0.73985    -0.30356    -0.10373    0.10527    0.29037    0.72111    1.5515     2.655         5.1067             0.96819               4.2752               0.91543               5.1501                   1              0.46483               0.85027           0.0064441       0.05228     0.19797     0.34799      0.46861      0.57069      0.65567      0.79421        0.934       1.0182       1.0437       1.0483       1.0478        1.0429        1.03       1.0101        1.0015  
    cl_mt_pol_c     1.1382    0.24089     0.21165     0.025075     6.392           0          0          1     0.0085721       0        0.025075    0.52263    0.85561    0.88618    0.91327    0.94154    0.97331     1.0363     1.1226      1.2064      1.2603      1.3082     1.3578     1.4553     1.5565    1.7415    1.9256         0.4802             0.85768              0.37209               0.75058              0.46483             0.85027              0.05803                     1          0.00018885    0.00091955    0.029567    0.067891      0.10762      0.14821      0.19023      0.27913      0.42104      0.57475      0.68306      0.73997      0.79777       0.86165     0.92646      0.98401       0.99825  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=35    3.5746     0.96599    0.026555        0.56908           0.164                7.7554                0.11774        -19.567    0.021202

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 37.784045 seconds.
Elapsed time is 28.911143 seconds.
                    mean       sd       coefofvar      min        max       pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5          p10        p15        p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5      fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    __________    _______    __________    __________    _______    ________    _________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       5.793    0.69369     0.11975      -7905.7    10.485           0    1.0812e-05    0.99999    4.4169e-17    4.1746e-22     3.0343      4.0808       4.7032     4.9299     5.1101     5.2256     5.3373     5.528    5.7894    6.0563     6.266    6.3858    6.5188     6.681    6.9106    7.3486    7.8543          0.4812                  1               1.1973               0.95006               1.1966             0.92318              0.081152              0.96961           0.00043045     0.0063981      0.038297       0.079073      0.12448     0.16794       0.2146      0.30749      0.45374      0.60626      0.71355      0.76806      0.82296      0.87957      0.93809      0.98706       0.99861  
    cl_mt_pol_a    2.2192     1.8168     0.81868      -18.899    48.707    0.010213      0.050592     0.9392     8.182e-19    1.0988e-20    -1.3172    -0.58252    -0.072599    0.19198    0.46301     0.6437    0.82439    1.1858    1.9085    2.6313    3.2637    3.7154    4.1671    4.7092    5.6126    7.6002    10.401          1.1973            0.95006               3.3007                     1               3.3676             0.99203               0.19855               0.9058          -0.00081449    -0.0041081    -0.0084489     -0.0062511    0.0033811    0.015044     0.031521     0.079191      0.19638      0.34511      0.47357      0.55857      0.64015      0.73619      0.85374      0.96128       0.99488  
    cl_mt_coh        2.41     1.8685     0.77531       -19.34    50.151           0      0.039923    0.96008    9.0225e-18    6.6781e-21    -1.3216    -0.51657     0.069565    0.34779    0.59634    0.81151    0.99699     1.368    2.0802    2.8222    3.5011    3.9054    4.4285    4.9849    5.8827    7.9527    10.828          1.1966            0.92318               3.3676               0.99203               3.4913                   1               0.19945              0.88473          -0.00076633    -0.0036269    -0.0057923    -0.00077606    0.0086312    0.024894     0.043055     0.093647       0.2033      0.35149      0.48858      0.55781       0.6515      0.74494      0.85227      0.96269       0.99505  
    cl_mt_pol_c    1.3385    0.12065    0.090142     0.021202    3.5743           0             0          1     5.637e-15    4.1746e-22    0.91485      1.0154       1.1124       1.18     1.2223     1.2401     1.2709    1.2997    1.3534    1.3894    1.4141    1.4264    1.4456    1.4693     1.534    1.6021    1.6908        0.081152            0.96961              0.19855                0.9058              0.19945             0.88473              0.014557                    1           0.00067647     0.0073211      0.039941       0.084588      0.13241     0.17418       0.2236       0.3173      0.46572      0.61985      0.72478      0.77705      0.83205      0.88673      0.94125      0.98778       0.99871  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=36    1.9346     0.9472     0.024906        0.2678           0.20918               9.184                 0.1083         -6.0267    0.002904

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.137180 seconds.
Elapsed time is 6.392078 seconds.
                    mean        sd       coefofvar      min        max       pYis0        pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1         p1          p5         p10         p15          p20          p25         p35        p50        p65        p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    __________    _______    __________    ________    _______    ________    ________    ________    ________    _________    _________    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       3.9811    0.45419     0.11409      -19.763    12.776           0    1.8213e-06          1    2.5711e-14       0         2.1077      2.7627      3.2107      3.4122      3.5356       3.6314       3.7099      3.843     3.9992     4.1558     4.2799     4.3419      4.431     4.5333    4.6935    4.9908    5.3304        0.20629                   1                0.2383              0.97294               0.21637            0.84428               0.05849              0.97325          0.00045919    0.0063791    0.037038    0.080276      0.12417      0.16767      0.21497      0.31095      0.45754      0.60956      0.72222      0.77144      0.82777       0.8817      0.94115      0.98721       0.99865  
    cl_mt_pol_a    0.20732    0.53927      2.6011      -5.8066    48.493    0.059123       0.33144    0.60944    8.6736e-17       0         -1.518    -0.97732    -0.58277    -0.43665    -0.30149     -0.16951     -0.10063          0    0.11247    0.33172    0.47788    0.62405    0.69713    0.91637    1.1356    1.7934    2.4511         0.2383             0.97294               0.29081                    1               0.27822            0.91433              0.067391              0.94445          -0.0097573      -0.0652    -0.20016    -0.32206      -0.4104     -0.46575     -0.49959     -0.52124     -0.47258     -0.28267     -0.10613     0.089423      0.19109      0.43008      0.63778      0.91842       0.98797  
    cl_mt_coh      0.32975    0.56426      1.7112      -5.9947    50.139           0       0.24483    0.75517    7.1527e-15       0        -1.5438    -0.94454    -0.50019    -0.34532    -0.19552    -0.072368    0.0025336    0.11197    0.25389     0.4786     0.6284    0.75155    0.85311     1.0778    1.3025    1.9233    2.6508        0.21637             0.84428               0.27822              0.91433               0.31839                  1              0.061754              0.82712          -0.0062805    -0.040857    -0.11994    -0.18426     -0.22446      -0.2432     -0.24762     -0.22663     -0.13406     0.048628      0.19431       0.3036      0.42332      0.59966      0.74856      0.93279       0.99193  
    cl_mt_pol_c     1.2775    0.13232     0.10358     0.062465    3.9388           0             0          1    2.5711e-14       0        0.93239     0.99485      1.0546      1.0946      1.1341       1.1537       1.1683     1.2149      1.278     1.3352     1.3626     1.4102     1.4165     1.4406    1.4987    1.5401    1.6304        0.05849             0.97325              0.067391              0.94445              0.061754            0.82712              0.017508                    1          0.00071007    0.0076278    0.039938    0.083152       0.1268      0.17389      0.21976      0.31354      0.45651      0.61359      0.72074      0.77385      0.82949       0.8881      0.94161      0.98779       0.99874  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=37    3.4716     0.92021    0.043332        0.81475          0.41884               5.3366                0.11995        -17.734    0.021648

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 22.111708 seconds.
Elapsed time is 7.841564 seconds.
                    mean        sd       coefofvar      min        max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5         p10        p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5      fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    __________    ________    _______    __________    __________    _______    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.66565     54.502      81.878      -5286.8    4.9034             0      0.1394     0.8606    3.1756e-07    0.00023765    -251.35      -21.73    -4.6349    -1.2591    0.24439    1.1598    1.7923     2.634    3.4135    3.9341    4.2073     4.331    4.4522    4.5722    4.7007    4.8354    4.8915         2970.5                   1                55.94               0.10028               59.625              0.1024                4.545               0.10151              -1.7996       -2.5342        -3.1019      -3.3008     -3.3327       -3.277      -3.1651      -2.8289      -2.1388      -1.3062       -0.695     -0.37595     -0.045034     0.29305      0.64087      0.92699       0.99539  
    cl_mt_pol_a      13.65     10.235      0.7498      -17.302    47.923    0.00079582    0.020738    0.97847    4.7392e-08     0.0024466    -4.5961    -0.87673     1.1419     2.5306     3.7457    4.7872    5.9155    7.9986     11.47    15.636    19.282    21.538    24.402    28.221     34.21    44.625    47.923          55.94             0.10028               104.75                     1               108.99             0.99684               8.0725               0.96008          -0.00056734    -0.0017901    -0.00066221    0.0061469     0.01817     0.033242     0.053924      0.10448      0.21218      0.36013      0.48667      0.56032       0.64418     0.73938       0.8529      0.96601             1  
    cl_mt_coh       14.374     10.683     0.74323      -17.702    50.154             0    0.019391    0.98061    7.6806e-08     0.0010386    -4.9033    -0.82836     1.3146     2.7932     4.0008    5.1482     6.295    8.4981     12.09    16.437     20.24    22.625    25.613    29.598    35.846    46.712    50.154         59.625              0.1024               108.99               0.99684               114.12                   1               8.2689                0.9422          -0.00058429    -0.0017792    -0.00042852    0.0066352    0.018429     0.034654      0.05476      0.10563      0.21317       0.3607      0.48746      0.56234       0.64593     0.74077      0.85375        0.966             1  
    cl_mt_pol_c     1.8785    0.82151     0.43733     0.021648    10.529             0           0          1     1.832e-05    0.00023765    0.24354     0.48274       0.76    0.93812     1.0851    1.2028    1.2922     1.489    1.7525    2.0566    2.3163    2.5018     2.724    2.9461    3.3631    4.0867    7.2848          4.545             0.10151               8.0725               0.96008               8.2689              0.9422              0.67489                     1           0.00010606     0.0019741       0.016015     0.039204    0.066751     0.096498      0.13017      0.20409      0.33365      0.48656      0.60388      0.66835       0.73721     0.81206      0.89563      0.97354       0.99554  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=38    1.4315     0.95633    0.023571        0.94822          0.12905               9.015                 0.11159        -14.167    0.02607 

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 23.645935 seconds.
Elapsed time is 10.054108 seconds.
                    mean        sd       coefofvar      min       max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25          p35         p50         p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    _______    _______    ________    _________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.9264     5.8041      1.9834     -13.291    21.642           0    0.28428    0.71572    0.00061852    1.0355e-09    -12.454    -10.291     -7.393    -5.1483     -3.615    -2.2271     -1.2116      0.88204      3.2196     5.5764    6.9744    7.9846    8.7536    10.287    12.047    15.073    17.352         33.687                   1               22.469               0.81945               24.414             0.84007               1.9404               0.67714           -0.010547     -0.039806    -0.15887    -0.26432     -0.33879     -0.38865     -0.41663       -0.406     -0.27673     -0.036054     0.14063      0.27845       0.4134      0.57651      0.76373      0.94501       0.99388  
    cl_mt_pol_a    0.26067     4.7242      18.124     -13.822    48.849    0.081432    0.37304    0.54553    4.0818e-05    1.4804e-09    -13.262    -12.745    -8.9636    -5.3365    -2.8669    -1.4006    -0.56269    -0.011521    0.071298    0.65797    1.5799    2.3342    3.3399    5.0161     8.117    15.325    23.873         22.469             0.81945               22.318                     1               21.704             0.91752               1.0875               0.46625            -0.10883      -0.94316     -2.1623     -3.5169      -4.2798      -4.6872      -4.8616      -4.9312      -4.9161       -4.7265     -4.2826      -3.9166      -3.3921      -2.6096      -1.3983      0.26746       0.89797  
    cl_mt_coh      0.29768     5.0071      16.821     -14.135    50.143           0    0.30659    0.69341    4.2611e-05     9.416e-10     -14.08    -14.025    -9.7353    -5.7311    -3.0414    -1.4141    -0.49818      0.11513     0.21581    0.81631    1.7322    2.5043    3.5614    5.2771    8.4512    15.829    24.579         24.414             0.84007               21.704               0.91752               25.071                   1               1.4633               0.59191            -0.10213      -0.90022     -2.0572     -3.3398      -4.0555      -4.4273      -4.5742      -4.5937      -4.5166       -4.2848     -3.8709      -3.5187      -3.0031      -2.2803      -1.1729      0.33822       0.90787  
    cl_mt_pol_c     1.4439    0.49373     0.34193     0.02607     5.059           0          0          1      0.019068    1.0355e-09    0.02607    0.02607     0.9037    0.91893    0.97797     1.0676       1.146       1.2225      1.3915      1.508      1.72    1.7893    1.8888    2.1096    2.3877    2.9078    3.4101         1.9404             0.67714               1.0875               0.46625               1.4633             0.59191              0.24377                     1          0.00034427    0.00034427    0.027416    0.051113     0.085123      0.12151      0.15777      0.23822      0.38494       0.52424     0.63676      0.69675      0.76083      0.83139      0.90689      0.97833       0.99754  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=39     4.519     0.93831    0.016347        0.18745          0.25634               6.3912                0.1435         -7.4532    0.023262

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.099783 seconds.
Elapsed time is 8.655777 seconds.
                    mean        sd       coefofvar        min         max       pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1        p1          p5         p10         p15          p20          p25         p35        p50        p65        p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    ________    _________    _______    __________    ___________    _______    _______    ________    ________    ________    _________    _________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.4538    0.50487     0.20575     -1.5896e+05    4.4453           0    0.0018442    0.99816    6.6123e-13    7.8602e-124    -0.5759     1.0762      1.7882      2.0243      2.1524       2.2375        2.295     2.3964     2.5216     2.6179     2.6935    2.7343    2.7815    2.8435    2.9203     3.066    3.2106         0.25489                  1               0.2892               0.70808               0.27905            0.65568              0.047743              0.72219          -0.00082314     0.001489      0.02708    0.066387      0.10929      0.15441       0.1996      0.29611        0.4501     0.60507      0.71169      0.76654      0.82284      0.88114      0.93908      0.98729       0.99871  
    cl_mt_pol_a    0.46317    0.80898      1.7466         -6.9944    49.196    0.034303      0.27128    0.69442    1.9651e-15    1.1644e-122     -2.347    -1.3816    -0.74128    -0.42758    -0.27109     -0.14038    -0.069574    0.14844    0.37516    0.67746    0.90418    1.0553     1.282    1.5088    1.8866     2.718    3.7004          0.2892            0.70808              0.65445                     1               0.63621            0.93293               0.10055              0.94927           -0.0060669    -0.039792     -0.12504    -0.18545     -0.22697     -0.24726     -0.25652     -0.23556        -0.153     0.02394      0.19744      0.29606      0.43655      0.57048      0.76165      0.94031       0.99208  
    cl_mt_coh      0.61341    0.84297      1.3742         -7.4212    50.184           0      0.20979    0.79021    3.0503e-14    2.6268e-122    -2.4685    -1.3932    -0.66397    -0.35577    -0.12631    -0.010611      0.10412    0.29663    0.52802    0.87221     1.1026    1.2563    1.4488    1.7171    2.0632    2.9081    3.9067         0.27905            0.65568              0.63621               0.93293                0.7106                  1              0.095713              0.86712            -0.004827    -0.030792    -0.093214    -0.13161     -0.15241     -0.15704     -0.15224     -0.11633     -0.021749     0.16821       0.3254      0.41235      0.51198      0.64779      0.79172      0.94728       0.99315  
    cl_mt_pol_c     1.2755    0.13094     0.10266        0.023262    3.5085           0            0          1    2.7233e-12    7.8602e-124    0.85117    0.96067      1.0504      1.0899      1.1145       1.1493       1.2005     1.2322     1.2971     1.3227     1.3823    1.3888    1.4041    1.4131    1.4765    1.5109    1.5998        0.047743            0.72219              0.10055               0.94927              0.095713            0.86712              0.017145                    1           0.00063078    0.0072042     0.039313      0.0812      0.12537      0.17061      0.21556      0.30993       0.46161      0.6173       0.7211      0.77476      0.82921      0.88727      0.94114      0.98791       0.99876  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=40    4.4029     0.87544    0.031388        0.44551          0.24263               3.0132               0.097808        -17.926    0.029398

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 21.363280 seconds.
Elapsed time is 14.994737 seconds.
                    mean        sd       coefofvar      min        max        pYis0        pYls0       pYgr0        pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95         p99       p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    __________    _______    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    _______    ________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -66.506     787.03     -11.834       -47891    2.3331             0    0.96731      0.032694    2.5145e-06       0        -9542.5    -758.98    -120.73    -57.393    -37.761    -27.596    -21.376    -14.259    -8.6046    -5.2104    -3.5056    -2.7382    -1.9827     -1.209    -0.35512    0.67016      1.3323       6.1941e+05                 1               280.18               0.16705               371.53             0.20679                30.875              0.17741             0.30761      0.62258     0.78199     0.84379       0.8789      0.90299      0.92106      0.94736      0.97251      0.98778       0.9943      0.99664      0.99841      0.99961       1.0002       1.0001             1  
    cl_mt_pol_a    -8.4019      2.131    -0.25363      -17.489     47.95    0.00010558    0.99965    0.00024651    1.6865e-08       0        -15.434    -13.408    -11.755    -11.035    -10.548     -10.13    -9.7908    -9.2149     -8.445    -7.6545    -7.0642    -6.7076     -6.258    -5.6809     -4.8225    -3.0617    -0.79061           280.18           0.16705               4.5412                     1                4.801             0.98689               0.46233              0.98114           0.0019171     0.017142    0.077437     0.14534      0.20924      0.27109      0.32994      0.44212       0.6026      0.74405      0.83177      0.87266      0.91254      0.94659      0.97808      0.99759       0.99998  
    cl_mt_coh      -8.8877     2.2829    -0.25686      -17.894    50.125             0    0.99961    0.00038839    1.8209e-06       0        -16.441    -14.259    -12.489    -11.716    -11.174    -10.741    -10.378    -9.7651    -8.9245    -8.1073    -7.4483    -7.0641    -6.6101    -5.9744      -5.043    -3.1826    -0.75165           371.53           0.20679                4.801               0.98689               5.2116                   1               0.48485              0.96047           0.0019267     0.017222    0.077983     0.14485      0.20882      0.27338      0.33193      0.44474      0.60458      0.74563      0.83412      0.87358      0.91148      0.94735      0.97813      0.99759       0.99999  
    cl_mt_pol_c    0.70814    0.22113     0.31226     0.029398    4.8287             0          0             1    9.3988e-05       0        0.12357    0.22202    0.34537    0.42866    0.48808    0.52374    0.55273    0.61911    0.69972     0.7891    0.85509    0.89529     0.9448      0.994      1.0648     1.2515      1.4645           30.875           0.17741              0.46233               0.98114              0.48485             0.96047              0.048897                    1          0.00014172    0.0024864    0.019121    0.046739     0.079459      0.11506       0.1529      0.23539       0.3758      0.53342      0.64948      0.71138      0.77587      0.84439      0.91637      0.98105       0.99785  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=41    3.4304     0.92741    0.028623        0.48886          0.19559               4.3843                0.13415        -14.303    0.023529

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 21.958512 seconds.
Elapsed time is 8.072064 seconds.
                     mean         sd       coefofvar      min        max       pYis0      pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15         p20         p25         p35        p50        p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    ________    ______    _______    ________    _______    __________    ________    _______    _______    _______    _______    ________    ________    ________    ________    ______    _______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val          2.035     6.6505      3.2681      -3729.6    5.3186          0    0.028755    0.97125    8.8604e-09       0        -8.1247    -1.3863    0.57462     1.1711      1.4798      1.6734      1.8309      2.0494    2.2675     2.4601     2.5854     2.6442    2.7225      2.82    2.9524    3.1913     3.423         44.229                   1               1.1802               0.16844               1.2622             0.16808               0.17089              0.14965           -0.020661    -0.033892    -0.035266    -0.012626    0.019962      0.05932      0.10218      0.19895      0.35657      0.53764      0.66045      0.71899      0.78851      0.85723      0.92505      0.98427       0.99834  
    cl_mt_pol_a    -0.022031     1.0535      -47.82       -13.87    48.525    0.04515      0.4673    0.48755    2.8913e-11       0        -5.0469    -3.0585    -1.8158    -1.2721    -0.96148    -0.72848    -0.55935    -0.27609         0    0.30258     0.5533    0.72045    0.8876    1.2219    1.6398    2.4755    3.6456         1.1802             0.16844               1.1099                     1               1.1612              0.9761               0.17322              0.95754             0.27551       1.7742       5.9549       9.4943      11.925       13.805       15.279       17.114       17.951       16.731       14.807       13.146       11.278       8.5638       5.6302       2.3467        1.1626  
    cl_mt_coh       0.080057     1.1292      14.105      -14.271    50.172          0     0.42888    0.57112    4.3613e-09       0        -5.4837    -3.2485    -1.8731    -1.2713    -0.92744    -0.66954    -0.46268    -0.20478    0.1552    0.46414    0.74086    0.91279    1.0847    1.3587    1.8235    2.7181    3.8518         1.2622             0.16808               1.1612                0.9761               1.2751                   1               0.17493              0.90218           -0.082048     -0.52256      -1.7182      -2.7182     -3.3706      -3.8654       -4.243      -4.6187      -4.6254      -4.0597      -3.2913      -2.7295       -2.127      -1.4395     -0.44313      0.60774       0.94731  
    cl_mt_pol_c         1.25    0.17171     0.13737     0.023529    3.9453          0           0          1    5.8454e-07       0        0.62623     0.8352    0.97314     1.0342      1.0713      1.0969      1.1232      1.1783    1.2511     1.3447     1.3615     1.3902    1.4517    1.4684       1.5    1.6004    1.7103        0.17089             0.14965              0.17322               0.95754              0.17493             0.90218              0.029485                    1          0.00041686    0.0059582     0.035681     0.076154     0.11832      0.16128      0.20768      0.29848      0.45798      0.60214       0.7109      0.76574      0.82159      0.87872      0.93858      0.98697       0.99865  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=42     1.767     0.93637    0.019944        0.63721         0.067942               9.9508                0.10953        -14.09     0.017947

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 16.816727 seconds.
Elapsed time is 6.013459 seconds.
                     mean          sd       coefofvar      min        max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5           p10          p15          p20          p25         p35        p50       p65       p75       p80        p85         p90         p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    ________    _________    ________    ______    _______    __________    _______    __________    ________    ________    ________    _________    _________    _________    _________    _________    _______    _______    ______    ______    ______    ________    ________    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         3.4314      0.2231    0.065016      -24.262    11.704          0    3.9659e-06          1    3.4558e-12       0          2.6104      2.8341       3.0545       3.1355       3.2023       3.2322       3.3155     3.3431     3.4529     3.537    3.5602    3.5877      3.6649      3.6911     3.7681     3.9353     4.0709        0.049773                  1               0.01708              0.83606              0.014489            0.64636              0.021957              0.95742          0.00077525    0.0081015    0.042891    0.091504       0.13895      0.18294      0.24543     0.35016      0.57083      0.62738      0.75581      0.78276      0.87893      0.90361      0.94673      0.99238       0.99931  
    cl_mt_pol_a    -0.017797    0.091567     -5.1451      -13.747     47.09    0.51857       0.32534    0.15608    1.1789e-12       0        -0.50755    -0.34344     -0.18899     -0.11393    -0.036634    -0.035211    -0.034541          0          0         0         0         0    0.046432    0.046432    0.13044    0.21445    0.38246         0.01708            0.83606             0.0083846                    1             0.0082333            0.89491             0.0068104              0.72353            0.036189      0.27606      1.0471      1.2287        1.5221       1.6522       1.8588      1.8588       1.8588       1.8588       1.8588       1.8588       1.6234       1.6234       1.2873       1.1328        1.0087  
    cl_mt_coh        0.10674     0.10047     0.94134      -14.058     50.14          0       0.10218    0.89782    1.2483e-12       0        -0.43927    -0.24085    -0.069488    -0.010856     0.020726     0.074826       0.0861    0.10188    0.11315    0.1402    0.1402    0.1402      0.1402     0.18756    0.24619    0.35892    0.53029        0.014489            0.64636             0.0082333              0.89491              0.010095                  1             0.0062456               0.6047          -0.0056432    -0.035992    -0.10162     -0.1063     -0.098592    -0.055659    -0.022848     0.08559      0.22957      0.67784      0.67784      0.67784      0.67784      0.81547      0.85155      0.96889       0.99813  
    cl_mt_pol_c        1.277      0.1028    0.080497     0.017947     4.579          0             0          1    7.3824e-10       0          1.0333      1.0882       1.1261       1.1437       1.1769       1.1851       1.2054     1.2091     1.2748    1.3441    1.3441    1.3614      1.4171       1.418     1.4476     1.4967      1.581        0.021957            0.95742             0.0068104              0.72353             0.0062456             0.6047              0.010567                    1          0.00089421    0.0093066    0.043751    0.093714       0.13585      0.17932      0.25313      0.3546      0.56854      0.74545      0.74545      0.77741      0.87794      0.90005      0.96691      0.98956       0.99891  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=43    2.3059     0.90292     0.05784        0.34648          0.39517               9.1477               0.098351        -15.989    0.011492

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 21.096149 seconds.
Elapsed time is 13.688666 seconds.
                    mean        sd       coefofvar      min        max        pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65        p75         p80         p85         p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _________    _______    _______    __________    __________    _______    _______    _______    _______    _______    _______    _______    _______    ________    _______    ________    _______    _________    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -4.2663     16.248     -3.8084      -259.06    6.7902            0    0.55976    0.44024     9.663e-06     4.494e-35    -213.39    -75.396    -19.555    -10.852    -7.3413    -5.3517    -3.9953    -2.2012    -0.51175    0.66337      1.3226       1.64       1.9562     2.2987    2.7219    3.3993    4.0108         263.99                   1               30.597               0.59511               34.696              0.6218               3.1568               0.55377            0.057375      0.31435     0.64075     0.80896      0.91257      0.98618       1.0407       1.1112       1.1564      1.1528        1.1293      1.1119        1.0906        1.066      1.0367        1.0086         1.001  
    cl_mt_pol_a     -3.264     3.1644    -0.96949      -15.599    47.266    0.0042565    0.85422    0.14152    7.8005e-08    1.2841e-33    -14.233    -11.619    -8.6939    -7.4088    -6.5311    -5.8827    -5.3204    -4.3489     -3.0715    -1.8666    -0.99979    -0.5815    -0.019577    0.56379    1.4812    3.4827    5.9012         30.597             0.59511               10.013                     1               10.673             0.98212               1.0922               0.98379           0.0044854     0.039442     0.16185     0.28427       0.3885      0.48608      0.57234      0.71765      0.88622      1.0006        1.0434      1.0552        1.0598       1.0554      1.0409        1.0133        1.0021  
    cl_mt_coh      -3.4444     3.4342    -0.99706      -15.957    50.126            0    0.84461    0.15539    5.8211e-07    7.9696e-34    -15.293    -12.511    -9.3583    -7.9233    -7.0233    -6.2706    -5.6531    -4.5944     -3.2064    -1.9243    -0.97737    -0.5128     0.078945    0.69882    1.6927    3.7865    6.3684         34.696              0.6218               10.673               0.98212               11.794                   1               1.1628               0.96509           0.0045653     0.041241     0.16357     0.29316      0.39597       0.4929      0.58016      0.72788      0.89733      1.0103        1.0513      1.0618         1.065       1.0597      1.0426        1.0141        1.0021  
    cl_mt_pol_c    0.99422    0.35085     0.35289     0.011492    6.8686            0          0          1    0.00056295     4.494e-35    0.14397    0.23044    0.40124    0.53479    0.62277    0.68973    0.75357    0.85976     0.99056     1.1321      1.2324     1.2866       1.3501      1.456    1.5901    1.8037    2.0459         3.1568             0.55377               1.0922               0.98379               1.1628             0.96509              0.12309                     1          5.6533e-05    0.0018508    0.014897    0.038918     0.068251      0.10103      0.13752      0.21895      0.35878      0.5193       0.63799      0.7014       0.76672      0.83785      0.9139       0.98084       0.99784  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=44    3.1748     0.90854    0.017568        0.30155          0.17971               8.0635                0.10824        -7.7482    0.023661

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.107222 seconds.
Elapsed time is 23.991942 seconds.
                     mean        sd       coefofvar      min        max        pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35         p50         p65        p75        p80        p85         p90          p95         p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    _________    _______    ________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _________    _______    _______    _______    ________    ________    _________    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.76348     2.6733     -3.5015      -1577.9    4.6166            0    0.51529     0.48471    7.5283e-08       0        -15.264    -9.3751    -5.8494    -4.2119    -3.2512    -2.5219    -1.9639    -1.0698    -0.085499    0.70578     1.1707     1.3686       1.557       1.753       1.9626     2.2029     2.4093         7.1466                   1                4.074               0.89073               4.4033             0.87872               0.46746              0.89762            0.026706      0.15724     0.53033     0.85582       1.1003       1.2849       1.4337       1.6283       1.7344       1.6704       1.5464       1.4636       1.3672       1.2596       1.1382         1.03         1.003  
    cl_mt_pol_a      -2.852     1.7109    -0.59989      -7.3333    47.771    0.0046451    0.96824    0.027115    1.6216e-09       0        -6.7444    -6.3233    -5.6679    -5.1802    -4.8319    -4.4836    -4.2049    -3.6464       -2.849    -2.0454    -1.4456    -1.1398    -0.86111    -0.58246     -0.16763    0.35195    0.88305          4.074             0.89073               2.9273                     1               3.1829             0.99248               0.32796              0.98396           0.0024038     0.023063     0.10902      0.2072      0.29021      0.37746      0.44744      0.58518      0.75436      0.88398      0.94317      0.96767      0.98428      0.99577       1.0023       1.0016        1.0003  
    cl_mt_coh       -3.0027     1.8745    -0.62426      -7.7162    50.139            0    0.95616    0.043839     2.039e-08       0        -7.3009    -6.8137    -6.0683    -5.5518    -5.1392    -4.7798    -4.4443    -3.8533      -2.9775    -2.1282      -1.46    -1.1246    -0.81577    -0.50696    -0.070375    0.47005     1.0371         4.4033             0.87872               3.1829               0.99248               3.5136                   1               0.35376              0.96877           0.0025556     0.023519     0.10887      0.2087      0.30356      0.38145       0.4632      0.59349       0.7706      0.89228      0.95086      0.97423      0.98951      0.99952       1.0042       1.0022        1.0003  
    cl_mt_pol_c      1.0066    0.19481     0.19353     0.023661    4.4413            0          0           1    7.5283e-08       0         0.4153    0.57154     0.6884    0.75068    0.79761    0.83677     0.8675    0.92775       1.0091     1.0927     1.1428     1.1712      1.2068      1.2595       1.3155     1.4515     1.5471        0.46746             0.89762              0.32796               0.98396              0.35376             0.96877              0.037951                    1          0.00036727    0.0050462    0.030393    0.066502      0.10486      0.14652      0.18796      0.27734       0.4215      0.57904      0.68909      0.74695      0.80588      0.86828      0.93104      0.98558       0.99843  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=45    3.8271     0.92365    0.019984        0.25529          0.46735               9.4772                0.11783        -15.898    0.020374

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 22.752004 seconds.
Elapsed time is 8.643046 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15         p20         p25         p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    ________    ________    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.3193      34.35      26.036       -21336     4.412           0    0.09887    0.90113    6.0618e-09    1.0957e-28    -26.158    -6.2228    -1.2426    0.010395     0.59878     0.97341      1.2275     1.5713     1.9243    2.2109    2.4006    2.4917    2.6038    2.7367    2.9082    3.1924    3.4495         1179.9                    1              4.4585               0.064433              4.7692             0.066086              0.54259              0.063763           -0.13741     -0.21164     -0.2968    -0.31605     -0.30309      -0.2727     -0.23089     -0.12281     0.079572       0.31148     0.48973      0.57992      0.67604      0.77872      0.88325      0.97498       0.99734  
    cl_mt_pol_a    0.95655     2.0144      2.1059       -15.51     49.02    0.017572    0.31004    0.67239    3.3824e-11    5.1696e-27    -5.1587    -3.5036     -2.085     -1.3757    -0.92194    -0.58755    -0.27808    0.13344    0.73805    1.5154      2.12    2.4655    2.8974     3.502    4.5384    6.6114    9.2889         4.4585             0.064433              4.0579                      1              4.0541              0.95796              0.48685                0.9756         -0.0062627    -0.045675    -0.15817    -0.24668     -0.30328     -0.34433     -0.36606     -0.37147     -0.29794      -0.10583     0.07925      0.18754      0.32537      0.48902      0.70829      0.92179       0.98975  
    cl_mt_coh       1.0818     2.1009       1.942      -15.866    50.151           0    0.28541    0.71459    3.5245e-10    3.3061e-27    -5.5573    -3.7656    -2.1798     -1.3869    -0.88806    -0.50596    -0.18327    0.25722    0.90362    1.6955    2.2835    2.6656    3.1061    3.7228    4.7503    6.8943    9.5957         4.7692             0.066086              4.0541                0.95796              4.4138                    1               0.4796               0.92151         -0.0059303    -0.042959     -0.1473    -0.22817     -0.27746     -0.31096      -0.3259     -0.32067     -0.23315     -0.059363     0.12279       0.2425      0.37292      0.52665      0.72031      0.92826       0.99022  
    cl_mt_pol_c     1.2691    0.24773     0.19519     0.020374    5.8206           0          0          1    5.0975e-07    1.0957e-28    0.44284    0.67164    0.85477      0.9425       1.007      1.0534      1.0911     1.1834      1.274    1.3698     1.445    1.4734    1.5331    1.5711    1.6658    1.8032    1.9562        0.54259             0.063763             0.48685                 0.9756              0.4796              0.92151             0.061369                     1         0.00028971    0.0045346    0.029209    0.065078      0.10342      0.14394      0.18601      0.27813      0.42248       0.58126     0.69106      0.75005      0.80721      0.86849       0.9314      0.98523       0.99841  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=46    3.0752     0.87103    0.054402        0.40309          0.48996               5.3765                0.13268        -6.9542    0.021443

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.126768 seconds.
Elapsed time is 7.227482 seconds.
                     mean        sd       coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20         p25         p35        p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    _______    _______    _______    __________    __________    _______    _______    _______    _______    _______    ________    ________    ________    ______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.16429     9.4551     -57.552      -1398.6    3.5905          0    0.30335    0.69665    1.7779e-06    1.4307e-21    -65.754    -14.771    -4.9448    -2.6234    -1.5305    -0.85718    -0.37951     0.27724    0.9105     1.3742    1.6516    1.7949    1.9415    2.1128     2.335    2.6628    2.9312         89.398                   1               6.0758               0.27498               6.4547             0.27199               1.1297               0.30649              1.0909       2.4986      4.4325      5.5214       6.1319       6.4883       6.6736       6.6885       6.1202       5.0512       4.1382       3.6282       3.0625       2.4391       1.7679       1.1691        1.0182  
    cl_mt_pol_a     0.25559     2.3369       9.143      -6.7846     47.42    0.01319    0.49168    0.49513    9.6464e-09    3.1029e-20    -5.1312    -4.1499    -3.1215    -2.5018     -2.039     -1.6755     -1.3312    -0.76175         0    0.84261    1.5647     1.998    2.5035    3.2979    4.4533    7.1252    10.519         6.0758             0.27498               5.4609                     1               5.6696             0.96661              0.89609               0.98366           -0.022105     -0.18084    -0.74378     -1.2915      -1.7371      -2.0959      -2.3936      -2.7992      -2.9971      -2.7366      -2.2542      -1.9176      -1.5075     -0.90011     -0.19397      0.67124       0.95357  
    cl_mt_coh       0.36809       2.51      6.8188      -6.9222     50.17          0    0.47115    0.52885    1.4711e-07    1.3344e-20    -5.5661    -4.4584    -3.3163     -2.631    -2.1325     -1.7173     -1.3366    -0.69298    0.1518     1.0238    1.7508    2.2421    2.8095     3.571    4.8654    7.6482    11.261         6.4547             0.27199               5.6696               0.96661                  6.3                   1              0.90554               0.92546           -0.016782     -0.13649     -0.5565    -0.95094      -1.2746      -1.5318      -1.7459      -2.0202      -2.1157      -1.8793      -1.5029      -1.2292     -0.89015      -0.4605      0.10838      0.75081       0.96571  
    cl_mt_pol_c      1.2545    0.38983     0.31076     0.021443    8.0844          0          0          1    1.8275e-05    1.4307e-21    0.22258    0.42512     0.6378    0.76597    0.85331     0.92117     0.98029      1.0868    1.2316     1.3969    1.5142      1.59     1.654    1.7644    1.9116    2.2139    2.5916         1.1297             0.30649              0.89609               0.98366              0.90554             0.92546              0.15197                     1          0.00013905    0.0026743    0.020525    0.049007     0.081203      0.11667      0.15472      0.23699      0.37555      0.53308      0.64879      0.71095      0.77536      0.84359      0.91628      0.98101       0.99783  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=47    4.8092     0.90175    0.031284        0.33874          0.28142               9.1564                0.10002        -5.2765    0.023787

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 18.798972 seconds.
Elapsed time is 10.455490 seconds.
                     mean        sd       coefofvar        min         max        pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15         p20        p25        p35        p50          p65         p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50     fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ___________    ______    _________    _______    _______    __________    __________    _______    _______    _______    ________    ________    _______    _______    _______    ________    _________    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       0.76253     11.599      15.211     -4.0175e+05    2.6467            0    0.16202    0.83798    7.8551e-10     2.035e-89    -11.921    -4.3697    -1.5436    -0.58915    -0.10709    0.24009    0.47936     0.8183      1.1535        1.402     1.5284     1.5959     1.6669    1.7378    1.8365    1.9868     2.118         134.54                    1              1.5582               0.092412              1.6114             0.089099              0.22636              0.097903           -0.02947     -0.10415    -0.23409    -0.29985     -0.32122      -0.3162     -0.29169     -0.20595     -0.0083507     0.24536      0.43561      0.53854      0.64945      0.75767      0.87399      0.97354        0.9972  
    cl_mt_pol_a    -0.76396     1.4537     -1.9028         -5.0036    48.483    0.0092673    0.69431    0.29642    2.6821e-12    3.8807e-88    -4.3332    -3.8562    -3.1844     -2.7142     -2.3649    -2.0424    -1.7736    -1.3034    -0.71089     -0.16414     0.1862    0.40117     0.6878    1.0461    1.6193    2.7659     4.199         1.5582             0.092412              2.1132                      1              2.2067              0.97361              0.28514               0.98406          0.0061743     0.057228     0.23995     0.43316      0.59287      0.75054      0.87528        1.078         1.2665      1.3522         1.35       1.3281       1.2901       1.2319       1.1456       1.0414        1.0057  
    cl_mt_coh      -0.73284     1.5592     -2.1275         -5.2445    50.128            0     0.6631     0.3369    7.4512e-11    3.4283e-88    -4.6312    -4.1139    -3.3749     -2.8576     -2.4382    -2.1186     -1.823    -1.3057    -0.66464    -0.073451    0.32005    0.54175    0.83735    1.2068     1.798    2.9564    4.4344         1.6114             0.089099              2.2067                0.97361               2.431                    1              0.29158                0.9382           0.007767     0.061563     0.26095     0.47199       0.6589      0.81643       0.9534       1.1682         1.3595      1.4338       1.4156        1.384       1.3351       1.2646        1.164       1.0486        1.0067  
    cl_mt_pol_c      1.1954    0.19933     0.16674        0.023787    4.5154            0          0          1    7.8551e-10     2.035e-89     0.5157    0.70322    0.85776     0.94503     0.99511     1.0314     1.0633     1.1166      1.1929       1.2802     1.3231     1.3873     1.4059    1.4597    1.5098    1.6209    1.7406        0.22636             0.097903             0.28514                0.98406             0.29158               0.9382             0.039731                     1         0.00038952    0.0054056    0.032344    0.070433      0.11098       0.1537      0.19719      0.28848        0.43513      0.5902      0.69794      0.75375      0.81491      0.87215      0.93451      0.98618       0.99853  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=48    3.7163     0.92845    0.016126        0.24333          0.11845               4.0527                0.13569        -12.691    0.023641

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.187863 seconds.
Elapsed time is 11.400637 seconds.
                     mean          sd       coefofvar      min        max       pYis0        pYls0       pYgr0      pYisMINY     pYisMAXY      p0_1        p1          p5         p10         p15         p20         p25         p35          p50         p65        p75         p80         p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    ________    _________    ________    ______    ________    _________    _______    __________    ________    ________    _______    ________    ________    ________    ________    ________    ________    _________    _______    ________    ________    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         2.3207     0.91551      0.3945      -9627.9    4.8228           0    0.0012197    0.99878    2.7544e-11       0        -0.50096     1.6431       1.965       2.076      2.1385      2.1851      2.2246      2.2842       2.3631     2.4298      2.4764      2.4925     2.5214     2.5488     2.5898      2.676     2.7597         0.83816                  1               0.11301              0.34359               0.11673            0.32418              0.021027              0.26854          -0.0025312    0.0026385    0.034609      0.0793        0.124      0.17097      0.21928      0.31602      0.46816      0.62721      0.74382      0.79307      0.83994      0.89077      0.94385      0.98958       0.99885  
    cl_mt_pol_a     -0.17047     0.35927     -2.1075      -11.897    48.134    0.088437      0.64982    0.26174    4.1214e-13       0         -2.9834    -1.1486      -0.713    -0.56171    -0.47423    -0.41043    -0.34336    -0.25915     -0.11063          0    0.047344    0.047344    0.12983    0.21231    0.29479    0.54223    0.87216         0.11301            0.34359               0.12907                    1               0.13207            0.93461              0.027401              0.89177            0.026215      0.10709     0.32961     0.51679      0.68713      0.81174      0.91329        1.089       1.2531        1.304       1.2824       1.2824       1.2313       1.1769       1.1313       1.0335         1.003  
    cl_mt_coh      -0.062293     0.39332      -6.314      -12.659    50.174           0      0.52109    0.47891    2.1133e-11       0         -3.2499    -1.1546    -0.68717    -0.48413    -0.40031     -0.3165    -0.26811    -0.14888    -0.016675    0.10284     0.17368     0.19934    0.27018    0.33154    0.47323    0.68924    0.98907         0.11673            0.32418               0.13207              0.93461                0.1547                  1              0.027486               0.8171            0.077972      0.30342     0.84455      1.3654       1.6648       2.0085       2.2142       2.5481       2.7166       2.5757       2.3246       2.2275       1.9859        1.804       1.4434       1.1305        1.0159  
    cl_mt_pol_c        1.258    0.085526    0.067988     0.023641     3.698           0            0          1     1.641e-09       0         0.88819     1.0775      1.1222      1.1452      1.1623      1.1806       1.205      1.2305       1.2551     1.2795      1.3195      1.3409     1.3561     1.3697     1.3903     1.4474     1.4821        0.021027            0.26854              0.027401              0.89177              0.027486             0.8171             0.0073146                    1          0.00059782    0.0081736    0.043281    0.088644      0.13503      0.18123      0.22825      0.32737      0.47379      0.62937      0.74132      0.78106      0.83575      0.88917      0.94477      0.98836         0.999  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=49    3.6098     0.91349    0.054515        0.77962          0.49172               3.2659                0.10023        -15.875    0.013195

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 23.133759 seconds.
Elapsed time is 7.247638 seconds.
                     mean        sd       coefofvar      min        max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5      fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    __________    ________    _______    __________    __________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.18765        173     -921.93       -30834     4.337             0    0.091108    0.90889    1.6924e-07    0.00033805     -228.8    -18.083    -2.4819    0.30604    1.4371    2.0956     2.527    3.0854     3.562    3.8561    4.0039    4.0687    4.1301    4.1891    4.2499    4.3098    4.3309          29931                    1              89.636               0.046866              97.356             0.048252              7.3565               0.043831              13.145        15.482         16.923        17.14      16.889       16.411       15.793       14.274       11.598       8.6382       6.5393       5.4662       4.3743       3.2659       2.1417       1.2295        1.0194  
    cl_mt_pol_a      16.378     11.055     0.67499      -15.488    47.415    0.00047034     0.02233     0.9772    3.4943e-08     0.0055433    -4.9155    -1.3015     1.6486     3.5695    5.0727     6.576    7.9123    10.418     14.51    19.187    23.112    25.618    28.541    32.382    38.061    46.162    47.415         89.636             0.046866              122.22                      1              128.49              0.99661              10.272                0.95777         -0.00044176    -0.0017773    -0.00060765    0.0074084    0.020573     0.039012     0.062069      0.11675      0.23278      0.38571      0.51369      0.58896      0.67135      0.76283       0.8702      0.97167             1  
    cl_mt_coh        17.373     11.662      0.6713      -15.843    50.128             0    0.021262    0.97874    8.3347e-08     0.0013061    -5.2269    -1.3037     1.7945     3.8683    5.4776    7.0387    8.3997     11.13    15.381    20.337      24.5    27.118    30.201    34.292    40.241    48.759    50.128         97.356             0.048252              128.49                0.99661              136.01                    1              10.651                0.94141         -0.00044374    -0.0017533    -0.00053051    0.0077208    0.021209     0.039459     0.061581      0.11817      0.23253      0.38609      0.51469      0.58918      0.67147      0.76374      0.87018      0.97138             1  
    cl_mt_pol_c      2.1824    0.97014     0.44453     0.013195    12.321             0           0          1    7.5208e-06    0.00033805    0.24509    0.53929    0.85689     1.0671    1.2422    1.3836    1.4989    1.7371     2.062    2.4226    2.7361     2.929    3.1339     3.438    3.8576    4.7276    8.6631         7.3565             0.043831              10.272                0.95777              10.651              0.94141             0.94116                      1          8.3819e-05     0.0018537       0.015289     0.037932     0.06458     0.094665      0.12765      0.20116      0.33134      0.48502      0.60319      0.66797      0.73746      0.81266      0.89572      0.97221       0.99712  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=50     3.719     0.90286    0.0075327       0.14531          0.3438                8.5943                0.10635        -12.486    0.021244

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.031382 seconds.
Elapsed time is 12.489191 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35         p50        p65        p75         p80          p85         p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    ________    ________    _________    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -1.2816     26.467     -20.652       -12995    3.5906           0    0.43797    0.56203    4.3872e-08       0        -86.601    -20.475     -7.697    -4.5881    -3.1004    -2.2113    -1.5339    -0.58341    0.33166    0.96067      1.2906      1.4421       1.5851     1.7336     1.8926     2.127     2.333         700.49                   1               8.7263               0.17062               9.5448             0.17134                1.0758              0.16953             0.24472      0.48702     0.85162      1.0803        1.229       1.3322       1.4031       1.4824       1.4929       1.4146       1.3272       1.2737        1.214       1.1482       1.0788       1.0173        1.0018  
    cl_mt_pol_a    -2.2759     1.9324    -0.84906      -12.182    49.212    0.010672     0.8812    0.10813     7.301e-12       0        -8.4204     -6.982    -5.6228     -4.882    -4.4147    -3.9617    -3.5841     -2.9801    -2.1495    -1.3189    -0.80518    -0.50699     -0.18981    0.12706    0.54162    1.5366    2.6974         8.7263             0.17062               3.7341                     1               3.9768             0.97775               0.45894              0.99056           0.0039402     0.034166     0.14529     0.25799      0.36023      0.45551      0.54218       0.6831      0.84872      0.96576       1.0086       1.0231       1.0313       1.0319       1.0249       1.0083        1.0013  
    cl_mt_coh      -2.3762     2.1048    -0.88578      -12.454    50.136           0     0.8647     0.1353    1.4128e-09       0        -9.1181    -7.5049    -6.0272    -5.2493    -4.6646    -4.2469    -3.8292     -3.1609     -2.242    -1.3231    -0.76434    -0.45622    -0.096037    0.21208    0.68184    1.6583    2.8278         9.5448             0.17134               3.9768               0.97775               4.4303                   1               0.48534              0.96172           0.0041072     0.036425     0.14817     0.26579      0.37708      0.46456      0.55271      0.69565      0.86252       0.9789       1.0189       1.0317       1.0377       1.0364       1.0265       1.0091        1.0014  
    cl_mt_pol_c     1.0579    0.23976     0.22663     0.021244    4.2007           0          0          1    1.3726e-06       0        0.30801    0.48469    0.65089    0.73823      0.806    0.85969    0.89984       0.973     1.0661     1.1532      1.2241      1.2564       1.2904     1.3724     1.4591    1.5866    1.7039         1.0758             0.16953              0.45894               0.99056              0.48534             0.96172              0.057485                    1          0.00023126    0.0038608    0.026086    0.059042     0.096317      0.13527      0.17698      0.26514      0.40987       0.5672      0.67967      0.73914      0.79855      0.86255      0.92793      0.98448       0.99836  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=51    3.2768     0.92419    0.035932        0.95167          0.48307               8.1947                0.10618        -11.146    0.021782

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 27.360704 seconds.
Elapsed time is 11.148565 seconds.
                    mean        sd      coefofvar      min        max        pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY       p0_1        p1          p5         p10        p15        p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    _________    ________    _______    __________    _________    ________    _______    ________    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -89.534    339.27     -3.7893      -3334.5    5.5737            0     0.48317    0.51683    4.7263e-05    0.0062397     -3068.5    -2042.1     -516.13    -146.15    -64.202    -34.812    -20.007    -6.8477    0.50695    3.3875    4.3758    4.7195     4.996     5.243    5.4236    5.5175    5.5737       1.1511e+05                 1               2083.9               0.39362               2197.9             0.40035               166.08               0.14367             0.035398       0.28727       0.75435        0.9086       0.96266      0.98906      1.0039       1.0178       1.0221       1.0185       1.0141       1.0116       1.0089        1.006       1.0018       1.0004          1     
    cl_mt_pol_a      19.56    15.605     0.79781      -10.874    48.266    0.0020815    0.064291    0.93363    1.0924e-06     0.072672     -10.076    -6.3175    -0.62863     1.5506     3.5233     5.1805     6.7587     10.231     16.149    24.119    31.379    35.719    40.532    45.741    48.266    48.266    48.266           2083.9           0.39362               243.51                     1               251.98              0.9979               30.373               0.57123          -0.00074336    -0.0042075    -0.0097506    -0.0084964    -0.0019203    0.0096567    0.024429     0.068806      0.16791      0.32105      0.46319       0.5484       0.6448      0.75735            1            1          1     
    cl_mt_coh       20.377    16.181     0.79412      -11.114    50.136            0    0.061759    0.93824    4.3184e-06     0.042359      -11.01    -6.8374    -0.57269     1.7422     3.7858     5.4506     7.1412     10.708     16.865    25.122     32.59    37.112    42.125     47.52     50.11    50.136    50.136           2197.9           0.40035               251.98                0.9979               261.84                   1               31.054               0.56324          -0.00075334    -0.0043515    -0.0099319    -0.0083972    -0.0015684    0.0097453    0.025252     0.069209      0.16946      0.32269      0.46334      0.54872      0.64587      0.75811      0.89578            1          1     
    cl_mt_pol_c     1.9959    3.4073      1.7072     0.021782    34.453            0           0          1      0.001802    0.0062397    0.021782     0.1642     0.21173    0.29679    0.38674    0.51098    0.60532    0.83451     1.2256    1.7366    2.1865    2.5088    2.8585    3.4622    6.6896    14.467    34.453           166.08           0.14367               30.373               0.57123               31.054             0.56324                11.61                     1           1.9667e-05    0.00064975     0.0044648      0.010601      0.019337     0.030567    0.044519     0.080445      0.15668      0.26713      0.36511      0.42389      0.49094       0.5682      0.74961      0.88557          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=52    3.3997     0.91205     0.0127          0.072           0.15634               8.2941                0.1176         -18.958    0.029111

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.589906 seconds.
Elapsed time is 22.049927 seconds.
                     mean        sd       coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20         p25         p35         p50         p65         p75          p80         p85        p90         p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    _______    _______    _______    __________    ________    _______    _______    _______    _______    _______    ________    ________    ________    ________    ________    ________    _________    _______    ________    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         1.638     2.5781       1.574      -2018.8    4.3911          0    0.02271    0.97729    1.3412e-09       0        -11.205    -1.3414    0.72294      1.135     1.3349      1.4652      1.5557      1.6926      1.8346      1.9422      2.0072        2.045     2.0782      2.1134     2.1746     2.2655     2.3614          6.6465                  1               0.69579              0.35501               0.76167            0.35245              0.085904              0.29509            -0.01563    -0.036125    -0.032681    -0.0031641    0.036323     0.077683      0.12492      0.22583      0.38491      0.56097      0.68626      0.74229      0.80373      0.87208      0.93929      0.98716       0.99867  
    cl_mt_pol_a    -0.58462    0.76021     -1.3004      -16.694    47.865    0.04256    0.82133    0.13611    7.9803e-13       0        -6.3075     -3.494    -1.8862    -1.4039    -1.1627     -1.0019    -0.84117    -0.62593    -0.43923    -0.20225    -0.11767    -0.037286          0    0.047566      0.225    0.49114    0.75728         0.69579            0.35501               0.57793                    1               0.62176             0.9757              0.079328              0.92412            0.012396     0.082196      0.25241       0.40415     0.51324      0.59842      0.69193      0.79916      0.93094       1.0145       1.0422       1.0451       1.0451       1.0415       1.0232       1.0061        1.0011  
    cl_mt_coh      -0.51489    0.83824      -1.628      -17.169    50.151          0    0.73588    0.26412    2.2393e-10       0        -6.8386    -3.7543    -1.9575    -1.4184    -1.1489    -0.96924    -0.78956     -0.5793    -0.34035    -0.10046    0.019013     0.091263    0.15053      0.1987    0.34875    0.58864    0.91743         0.76167            0.35245               0.62176               0.9757               0.70265                  1              0.083041              0.87732             0.01516      0.10049      0.30364       0.47883     0.60349      0.69799      0.79945      0.91063       1.0376       1.1006       1.1059       1.1026       1.0856       1.0717       1.0464        1.014        1.0014  
    cl_mt_pol_c      1.2162    0.11292    0.092844     0.029111     4.166          0          0          1    1.9904e-07       0        0.58905    0.87971     1.0391     1.0902     1.1193      1.1382      1.1564       1.181      1.2138      1.2501      1.2849        1.302     1.3308      1.3544     1.3949      1.451     1.5048        0.085904            0.29509              0.079328              0.92412              0.083041            0.87732              0.012751                    1          0.00041347    0.0062166     0.038782      0.082915     0.12824      0.17475      0.22468      0.31816      0.46567       0.6204      0.72294      0.77795      0.83089      0.88782      0.94201      0.99017       0.99886  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=53    2.9372     0.90982    0.034962        0.79717          0.33528               5.017                 0.13141        -8.562     0.0069553

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.043055 seconds.
Elapsed time is 6.373814 seconds.
                    mean        sd       coefofvar       min        max        pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10         p15        p20         p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    _________    _______    _______    __________    __________    _______    _______    ________    _________    _______    ________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.29265     29.409      100.49       -7817.2    5.3165            0    0.26113    0.73887    2.7797e-07    1.0776e-07    -88.381    -17.952     -5.7683      -2.9229    -1.5931    -0.72473    -0.11809    0.7863    1.7648    2.5217    2.9985    3.2373    3.4906    3.7722    4.1202    4.5986     4.934         864.88                   1               15.161               0.11118               15.659              0.1107               2.1841               0.13781             -1.3577       -2.3432      -3.6442      -4.3601      -4.7233      -4.9227       -4.9897     -4.8655      -4.1943      -3.0968      -2.1506      -1.6155      -1.0427     -0.42444      0.24675      0.83799        0.9829  
    cl_mt_pol_a      4.136     4.6371      1.1211       -8.3531    48.311    0.0079272    0.12718    0.86489    2.4876e-09    5.5867e-07    -3.4979    -2.0593     -0.8249     -0.23252    0.12404     0.50228     0.88051     1.637     2.923    4.5872    6.1758    7.1592    8.4452    10.261    13.362    20.095    28.794         15.161             0.11118               21.503                     1               22.152             0.99322                2.344               0.93797          -0.0010425    -0.0066177    -0.019449    -0.025349    -0.025567    -0.021182     -0.011554    0.020142      0.10073      0.23207      0.36488      0.44233      0.53529      0.64802      0.79109      0.94281        0.9923  
    cl_mt_coh       4.4104     4.8098      1.0906         -8.53    50.168            0    0.11389    0.88611    1.8202e-08    2.2405e-07    -3.7303    -2.1305    -0.78931    -0.094876    0.27272     0.65399      1.0114    1.7841    3.1355    4.9158    6.5258    7.5777    8.9086    10.788     13.94    20.931    29.935         15.659              0.1107               22.152               0.99322               23.135                   1               2.3428               0.90382          -0.0010524    -0.0066383    -0.018563    -0.023135    -0.022007      -0.0165    -0.0070584     0.02459      0.10751      0.24405      0.37313      0.45268      0.54439      0.65533      0.79326       0.9437       0.99243  
    cl_mt_pol_c     1.4198    0.53893     0.37957     0.0069553    7.4333            0          0          1    3.5318e-06    1.0776e-07    0.21185    0.42348     0.62237      0.74751    0.86598     0.96014      1.0303    1.1696    1.3577    1.5847    1.7326    1.8497    1.9809    2.1343    2.4116    2.9136    3.5601         2.1841             0.13781                2.344               0.93797               2.3428             0.90382              0.29045                     1           0.0001146     0.0023134     0.017661     0.041985      0.07151      0.10332       0.13973     0.21639      0.35117       0.5067      0.62343      0.68644      0.75342      0.82544      0.90465      0.97758       0.99735  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=54    4.1437     0.94459    0.053251        0.13417          0.11491               8.9296                0.14659        -8.2429    0.0092814

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 28.004998 seconds.
Elapsed time is 61.746723 seconds.
                    mean        sd       coefofvar        min         max       pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1         p1           p5         p10         p15        p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ________    _________    ___________    ______    ________    __________    _______    __________    __________    ________    _________    ________    ________    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       3.384     0.22889    0.067638     -7.7952e+05     5.657           0    1.3423e-13          1    1.8092e-34    6.7432e-47      2.7296       2.9036      3.0262      3.0864     3.1361     3.1846     3.2255     3.2939     3.3829    3.4696    3.5323    3.5691    3.6134    3.6744    3.7711    3.9428    4.2075        0.052391                  1               0.16685              0.98648               0.17186            0.96254              0.013871              0.93581           0.00085944     0.0083476      0.044853      0.089284      0.13666     0.18519      0.22935      0.33231      0.47547      0.62865      0.73146      0.78245      0.83416      0.88808      0.94309      0.98834       0.99871  
    cl_mt_pol_a    1.0182     0.73895     0.72572         -7.5861    47.472    0.018715      0.031055    0.95023    2.7279e-38    9.1721e-45    -0.40894     -0.19437    0.010189    0.084118    0.23197    0.37983    0.45376    0.67554    0.97126     1.193    1.4148    1.5627    1.7105    2.0062    2.3759    3.1152    4.5198         0.16685            0.98648               0.54604                    1               0.56633            0.98248              0.043299              0.90485          -0.00058432    -0.0028267    -0.0043587    -0.0018593    0.0099906    0.032079     0.047296      0.11332       0.2457      0.38176      0.52167      0.59797      0.66518      0.77434      0.86858      0.96605       0.99468  
    cl_mt_coh      1.2395     0.78006     0.62932         -8.2109    50.188           0      0.011283    0.98872    3.3085e-36    6.1491e-45    -0.30773    -0.035228     0.18763     0.27623    0.43196    0.54878    0.66556    0.89915     1.1717    1.4442    1.6778    1.8335    1.9893    2.2618      2.69    3.4687    4.9481         0.17186            0.96254               0.56633              0.98248               0.60849                  1              0.044519              0.88133          -0.00038632    -0.0012391     0.0034941      0.011779     0.030384    0.048461     0.076252      0.14855      0.25991      0.41904       0.5542      0.62699      0.69059      0.77863       0.8801      0.96927       0.99517  
    cl_mt_pol_c    1.3342    0.064757    0.048534       0.0092814     4.328           0             0          1    3.8486e-34    6.7432e-47      1.1256       1.1646      1.2115       1.272      1.282     1.2899     1.2973     1.3096     1.3269    1.3505    1.3727    1.3859    1.4042    1.4198    1.4426    1.4956    1.5701        0.013871            0.93581              0.043299              0.90485              0.044519            0.88133             0.0041934                    1           0.00090536     0.0091148      0.044369       0.09335      0.14231     0.19039      0.24055      0.33787      0.48592      0.63646      0.73909      0.78636      0.83829      0.89247      0.94478      0.98858       0.99879  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=55    1.7492     0.87032    0.018293        0.75398          0.36474               8.3165                0.13778        -18.579    0.016072

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 12.756532 seconds.
Elapsed time is 4.973160 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50        p65         p75          p80         p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    ________    ________    _________    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -4.2777     7.4651     -1.7451      -29.196    7.0633           0    0.64352    0.35648    0.00018403       0         -28.527     -27.734     -21.45     -15.99    -12.065    -9.2093    -7.0193     -4.079    -1.5051    0.070147     0.93689       1.3518      1.759     2.2881    2.9331    3.9185    4.7439         55.728                   1               28.506               0.79343               37.767             0.94447               2.7019               0.71277            0.019549      0.083286     0.29629     0.51339       0.6761      0.79959      0.89373       1.0208       1.1142       1.1379       1.1255       1.1133      1.0945        1.0705       1.0409         1.01       1.0011   
    cl_mt_pol_a    -3.9217     4.8128     -1.2272      -18.126    47.751    0.039036    0.80139    0.15957    3.8334e-05       0         -17.181     -16.329    -13.992    -11.456    -9.4798    -7.9488    -6.6595    -4.6449    -2.6146     -1.1273    -0.45474    -0.051835    0.12215    0.66237    1.8328     4.714    8.7656         28.506             0.79343               23.163                     1               22.284             0.86438               1.6464                0.6737           0.0079488      0.080725     0.19818     0.35916      0.49446      0.60436      0.69668      0.84054      0.97429       1.0441        1.063       1.0659      1.0656        1.0606       1.0451       1.0166       1.0026   
    cl_mt_coh      -4.2684     5.3566     -1.2549      -18.547    50.176           0     0.7899     0.2101    5.5293e-05       0         -18.475     -18.403    -15.469    -12.699    -10.518    -8.7564     -7.309     -5.053    -2.7609     -1.1106    -0.34104      0.10418    0.26466    0.85084    1.9705    4.9766    9.1023         37.767             0.94447               22.284               0.86438               28.693                   1               2.0723               0.76186            0.010511      0.080941     0.20423     0.36554      0.50242      0.61399      0.70784      0.85214      0.98534       1.0519       1.0678       1.0689       1.067        1.0602       1.0448       1.0159       1.0025   
    cl_mt_pol_c     1.1481    0.50779     0.44227     0.016072    8.0017           0          0          1        0.0211       0        0.016072    0.016072    0.64744    0.71405    0.74876    0.78317    0.82042    0.90278     1.0359      1.1863      1.3188         1.43     1.6131     1.8464    2.2023    2.8533    3.5564         2.7019             0.71277               1.6464                0.6737               2.0723             0.76186              0.25785                     1          0.00029535    0.00029535    0.014283    0.044185     0.076065      0.10953       0.1443      0.21933      0.34597      0.49082      0.59995      0.65957      0.7273       0.80159      0.88885      0.97241       0.9967   

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=56    1.6283     0.9324     0.059292        0.9556           0.13778               2.0497                0.14052        -18.552    0.023207

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 24.146629 seconds.
Elapsed time is 15.394910 seconds.
                    mean       sd       coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1         p1         p5         p10        p15        p20        p25        p35         p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _______    _______    _______    __________    __________    ________    ________    _______    _______    _______    _______    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      1.6584      7.638      4.6055       -20.29    15.441          0    0.38562    0.61438    0.00040792    0.00022893     -19.492      -17.02    -12.608    -9.5351     -7.128    -5.2418    -3.6126    -0.81531     2.8565    5.9174     7.809    8.7663    9.7622    10.848    12.175    13.948    15.101         58.338                   1               75.578               0.84987               82.253             0.86891               5.2309               0.79509          -0.019527       -0.1106    -0.45615     -0.7883      -1.0377      -1.2229      -1.3561      -1.4888      -1.3962     -0.99736     -0.58452     -0.33444     -0.055388     0.25485      0.60071      0.91271       0.99406  
    cl_mt_pol_a    3.1936     11.643      3.6457      -18.099    47.201    0.02052    0.46145    0.51803     0.0014778     0.0010828     -18.099     -17.134    -13.556    -10.231    -7.5875    -5.4983    -3.8632      -1.558     0.2228    4.9812     9.134    11.816    15.104    19.343    26.091    38.809    47.201         75.578             0.84987               135.56                     1               141.65             0.98167               8.7902               0.87649          -0.008375     -0.056849     -0.2458     -0.4306     -0.56939     -0.67129     -0.74393     -0.82592     -0.84974     -0.73396     -0.51487     -0.34829      -0.14022     0.13005      0.47936      0.86619             1  
    cl_mt_coh      3.4458     12.394      3.5967       -18.52     50.18          0     0.4554     0.5446     0.0020444    0.00010902      -18.52     -18.446    -14.505    -10.913    -8.0718    -5.8161    -4.0394     -1.5649    0.39662    5.4195    9.8362    12.623    16.142    20.596    27.727    41.216    50.032         82.253             0.86891               141.65               0.98167                153.6                   1               9.5837               0.89773          -0.010988     -0.056453    -0.24506    -0.42735     -0.56413     -0.66415     -0.73534     -0.81401     -0.83303     -0.71504     -0.49539     -0.33334       -0.1256     0.13992      0.48408      0.86759       0.98611  
    cl_mt_pol_c    1.7069    0.86136     0.50463     0.023207    7.3249          0          0          1      0.015579    0.00022893    0.023207    0.023207     1.0555     1.0798     1.0975     1.1117      1.127      1.1597     1.3586    1.7382    2.0988    2.2988    2.5428    2.9291    3.5031    4.6124    6.0241         5.2309             0.79509               8.7902               0.87649               9.5837             0.89773              0.74195                     1          0.0002118     0.0002118    0.019952    0.051272     0.083229      0.11562      0.14833      0.21545      0.32318      0.45851      0.56927      0.63378       0.70452     0.78454      0.87764      0.96973       0.99618  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=57    2.9834     0.90354     0.00231        0.55853          0.37203               6.4735                0.13316        -8.5263    0.019716

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.891182 seconds.
Elapsed time is 5.437996 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20           p25          p35         p50         p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90     fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    _______    ________    ___________    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    __________    _________    _________    ___________

    cl_mt_val      0.26048     7.6223      29.262      -1214.7    4.6508           0    0.25055    0.74945    6.2585e-07       0        -52.898    -12.219    -3.9248    -1.9344     -0.998    -0.43019    -7.3771e-05     0.57806      1.1399     1.5677    1.8381    1.9786    2.1321    2.3155     2.566    2.9634     3.311         58.099                   1               4.6777               0.33511               4.8401             0.33148              0.87074               0.33835            -0.55684      -1.2825     -2.2719     -2.7981      -3.0715      -3.2047      -3.2445      -3.1316      -2.6263      -1.8309      -1.1874     -0.82281     -0.43142     -0.0016321      0.46493     0.88067       0.98694  
    cl_mt_pol_a    0.22262     1.8313      8.2259      -8.3183    49.807    0.023601      0.452    0.52439    3.3951e-09       0        -5.3838    -3.9338    -2.6152    -1.9313    -1.4834     -1.1297       -0.84676    -0.42234    0.080365    0.70487    1.1733    1.4855    1.8758    2.5003    3.4371    5.5448     8.277         4.6777             0.33511               3.3536                     1               3.3989             0.96889              0.59561               0.96332           -0.027269     -0.20889    -0.77332     -1.2765      -1.6533      -1.9504      -2.1689      -2.4569      -2.5515      -2.2553      -1.8924        -1.57      -1.2099        -0.6755    -0.050876     0.70404       0.95895  
    cl_mt_coh       0.3056     1.9156      6.2684      -8.4943     50.17           0    0.42851    0.57149    5.0494e-08       0         -5.852    -4.2089    -2.7569    -2.0091     -1.505     -1.1138       -0.80079    -0.33133     0.21638    0.84233    1.3464    1.6594    2.0506    2.6419    3.6155    5.7025    8.4666         4.8401             0.33148               3.3989               0.96889               3.6696                   1               0.5768               0.89181           -0.021691     -0.16793    -0.60077    -0.98373      -1.2674      -1.4839      -1.6387      -1.8221      -1.8331      -1.5649      -1.2265      -0.9679     -0.68264       -0.29318      0.21095     0.77426       0.96963  
    cl_mt_pol_c     1.2187    0.33763     0.27705     0.019716    4.6225           0          0          1    9.4556e-06       0        0.26658    0.49053    0.68997    0.79775    0.87155     0.91847        0.96275      1.0703      1.1951     1.3539    1.4597    1.5124    1.5882    1.6679    1.7531     1.992    2.2543        0.87074             0.33835              0.59561               0.96332               0.5768             0.89181              0.11399                     1          0.00017417    0.0031829    0.023441    0.054212     0.088305      0.12591      0.16374      0.24786      0.38669      0.54555      0.66052      0.72415      0.78561        0.85117      0.92161     0.98266       0.99808  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=58    4.5314     0.91929    0.051497        0.94994          0.19339               6.1761                0.13889        -9.9197    0.022703

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 27.422962 seconds.
Elapsed time is 6.981696 seconds.
                     mean        sd      coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY       p0_1        p1         p5         p10        p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    ______    _________    ___________    ______    __________    __________    _______    __________    _________    ________    _______    _______    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.67441    390.33     -578.78     -1.8137e+05     3.496             0      0.098983    0.90102    7.6514e-08    0.0030585     -230.85    -33.234    -4.1265    0.044345    1.4554    2.1385    2.5244    2.9454    3.2316    3.3658    3.4185    3.4391    3.4557    3.4702    3.4829    3.4931     3.496       1.5236e+05                  1              90.306               0.018124              96.251             0.018365              8.1435               0.017166              3.2085        4.1788       4.8823      4.9958       4.9312       4.7949       4.6208       4.2118       3.5215       2.7854       2.2825       2.0288       1.7729       1.5156       1.2192       1.0263          1     
    cl_mt_pol_a      22.042    12.765     0.57913         -9.6778    47.551    0.00016103    0.00070612    0.99913      1.37e-09     0.032396    0.012838     1.3841     4.1267      6.3361    8.3168    9.9929    11.745    14.945    20.125    26.144    31.172    34.295    37.724     41.99    46.408    47.551    47.551           90.306           0.018124              162.96                      1               171.3              0.99944              14.219                 0.9165         -1.6089e-05    0.00032673    0.0057191    0.017507     0.034797     0.055019     0.080381      0.14039      0.26036      0.41645      0.54818      0.62101      0.70373      0.79379      0.89398            1          1     
    cl_mt_coh         23.33    13.427      0.5755         -9.8877    50.178             0    0.00052139    0.99948    2.0629e-09     0.015579     0.17778     1.5603     4.4806      6.8401      8.85    10.685    12.491    15.892    21.303    27.675    32.882    36.239    39.771    44.294    48.947    50.178    50.178           96.251           0.018365               171.3                0.99944              180.28                    1              14.802                0.90708         -1.0925e-05    0.00035877    0.0058676    0.018064      0.03492      0.05598     0.080853       0.1417       0.2608      0.41803      0.54772      0.62204       0.7031      0.79349      0.89297            1          1     
    cl_mt_pol_c      2.4192    1.2154     0.50239        0.022703    8.9034             0             0          1    8.8201e-07    0.0030585     0.31285    0.51746    0.86629      1.0741    1.2462    1.3874    1.5387    1.8257    2.2235    2.6965    3.0798    3.3314    3.5876    3.9541    4.5632     6.901    8.9034           8.1435           0.017166              14.219                 0.9165              14.802              0.90708              1.4772                      1          9.7826e-05     0.0017418     0.013512    0.033603     0.057653     0.085038      0.11551      0.18507      0.31018      0.46244      0.58167      0.64773      0.71903      0.79691      0.88505      0.98608          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=59    2.5617     0.94981    0.042393        0.10815          0.34194               2.0038                0.11361        -12.066    0.018242

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 35.380510 seconds.
Elapsed time is 24.071957 seconds.
                    mean        sd       coefofvar      min        max        pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5         p10        p15        p20         p25         p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _________    _______    _______    __________    __________    _______    ________    _______    _______    _______    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       4.0759     1.2975     0.31834      -328.58    10.873            0    0.01181    0.98819    7.8839e-10    4.1513e-25    -4.4958    -0.27439     1.8712     2.6081     3.0053      3.2884      3.5054     3.8384     4.2291    4.6144    4.8847    5.0384    5.2127    5.4237    5.7567    6.4197    7.1573         1.6836                   1               2.5662               0.94515               2.6351             0.92424               0.20287              0.94654          -0.0017262    -0.0051112    0.0060527    0.034355     0.068736       0.1077      0.14924      0.24296      0.38834      0.55126       0.66754     0.72885      0.79104       0.8566      0.92524       0.9835        0.9982  
    cl_mt_pol_a    0.88091     2.0925      2.3754      -11.772    47.967    0.0055004    0.32687    0.66763    9.3229e-12     5.987e-23    -6.5883     -4.2229    -2.3605    -1.5524    -1.0744    -0.71612    -0.41203    0.12579     0.7626    1.5586    2.1158    2.5138    2.9119    3.4691    4.3447    6.5735    9.5188         2.5662             0.94515               4.3786                     1                4.503             0.97936                0.3388              0.98021           -0.008457     -0.059623     -0.19717    -0.30578     -0.37888     -0.42969     -0.46095     -0.47381     -0.39337     -0.19186     0.0027849     0.14678      0.28688      0.47489      0.67665      0.91373       0.98845  
    cl_mt_coh      0.99413     2.1973      2.2103      -12.034    50.145            0    0.31205    0.68795    1.7742e-09    6.2061e-24    -6.9424     -4.3985    -2.4092    -1.5773    -1.0532    -0.66664    -0.33474    0.19148    0.85529    1.6851    2.2942    2.6808     3.124    3.6765    4.6459    6.9409    9.9848         2.6351             0.92424                4.503               0.97936               4.8281                   1               0.34717              0.95654          -0.0078897     -0.055691     -0.18226    -0.27972     -0.34659     -0.38799     -0.41325     -0.41866      -0.3391     -0.14675       0.04878     0.17588       0.3199      0.48915      0.69658      0.91775       0.98873  
    cl_mt_pol_c     1.3098    0.16518     0.12611     0.018242    5.4141            0          0          1    1.2484e-08    4.1513e-25     0.7406     0.91837     1.0336     1.0924     1.1392      1.1755      1.1972     1.2377     1.3371    1.3718    1.4087    1.4349    1.4705    1.5314    1.5786    1.6731      1.82        0.20287             0.94654               0.3388               0.98021              0.34717             0.95654              0.027284                    1          0.00051556     0.0064344     0.036598    0.077347      0.11998      0.16441      0.20956      0.30606      0.45244      0.60527       0.71131     0.76636       0.8216       0.8795      0.93791      0.98689        0.9986  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=60    2.0111     0.87435    0.043604        0.24527          0.26299               5.7286                0.12035        -16.58     0.0066818

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.529659 seconds.
Elapsed time is 15.502878 seconds.
                    mean        sd       coefofvar       min        max        pYis0       pYls0       pYgr0       pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85         p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    _________    _______    _________    __________    ________    _________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -16.054     25.718     -1.6019       -153.99    6.1774            0    0.88697      0.11303    6.3409e-05       0          -153.92    -130.07    -73.245    -42.488    -28.815    -21.488    -16.848    -11.516     -7.032    -4.0614    -2.3691    -1.5351    -0.66999    0.24225     1.1382     1.8439     2.2292         661.42                   1               53.171               0.63495               71.241             0.77351               5.8114                0.6509            0.021796      0.091638     0.33587     0.50968      0.61768      0.69527      0.75481       0.8411      0.92591      0.97707      0.99701       1.0031       1.0065       1.0071        1.005       1.0013        1.0001  
    cl_mt_pol_a    -7.1489     3.2561    -0.45546       -16.175     46.12    0.0071061    0.98864    0.0042494    8.6053e-07       0           -15.29    -14.481    -12.685    -11.305    -10.429    -9.7933    -9.2371    -8.3827    -7.2509    -6.0592    -5.0838      -4.42     -3.5963    -2.5944    -1.2923          0    0.48908         53.171             0.63495               10.602                     1                10.83             0.92882               1.0401               0.92018           0.0024449      0.021769    0.097274     0.18105       0.2572      0.32727      0.39628      0.51874      0.68365      0.82342      0.89928      0.93286      0.96145      0.98281      0.99659       1.0002        1.0001  
    cl_mt_coh      -7.7337     3.5811    -0.46305       -16.548    50.154            0    0.98616     0.013836     3.096e-05       0          -16.456    -15.802    -13.844    -12.331    -11.352     -10.64    -10.047    -9.0987    -7.8805    -6.5454    -5.4493    -4.7652     -3.8751    -2.7179    -1.2938    0.12353    0.60343         71.241             0.77351                10.83               0.92882               12.825                   1               1.2061               0.97013           0.0036024      0.022543    0.097336     0.18277      0.25904      0.33064      0.39679      0.52067       0.6851      0.82564      0.90208      0.93477      0.96274      0.98448      0.99734       1.0003        1.0001  
    cl_mt_pol_c    0.66415    0.34716     0.52271     0.0066818    6.6702            0          0            1     0.0063374       0        0.0066818    0.15774    0.21186    0.25266    0.29573    0.34309    0.38848     0.4764    0.61026    0.75124    0.87905    0.96026      1.0583     1.1839     1.3465     1.5082     1.7026         5.8114              0.6509               1.0401               0.92018               1.2061             0.97013              0.12052                     1          6.3759e-05    0.00082607    0.012196    0.029678     0.050287     0.074388      0.10207      0.16767      0.29065      0.44373      0.56572       0.6347      0.71061      0.79509      0.89028      0.97594       0.99735  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=61    4.9663     0.96542    0.010214        0.76599          0.42993               7.2516                0.12669        -5.0761    0.016874

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 31.081546 seconds.
Elapsed time is 7.500692 seconds.
                    mean       sd      coefofvar        min         max        pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ___________    ______    _________    __________    _______    __________    __________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.6599    77.496      21.174     -2.7098e+06    6.7662            0       0.09101    0.90899    3.2071e-11    0.00024765    -43.388    -11.998    -2.3865    0.34134    1.6599    2.4932    3.1101    3.9694     4.823    5.4402    5.7884    5.9555    6.1228    6.2951    6.4873    6.6846    6.7533         6005.7                    1              28.196               0.03344               28.099             0.032983              1.1214               0.036384           -0.029692     -0.078908     -0.13884    -0.14971     -0.13527     -0.10648     -0.067796    0.029557      0.21057       0.4217      0.57492      0.65538      0.73764      0.82255      0.90974      0.98194       0.99882  
    cl_mt_pol_a    18.781     10.88     0.57933         -4.9523    49.494    7.403e-05    0.00054834    0.99938    8.2368e-14     0.0046739    0.15019     1.6079     4.0861      6.054    7.5846    9.0424    10.354    12.978    16.987    21.652    25.515     27.92    30.763    34.553    40.019    48.037    49.494         28.196              0.03344              118.38                     1               119.24              0.99691              3.9143                 0.9046         -6.9327e-06    0.00051187    0.0070506    0.021164      0.03907     0.061613      0.087476     0.15068      0.26975      0.42384      0.54775      0.61886      0.69628      0.78389      0.88201      0.97397             1  
    cl_mt_coh      19.123    10.993     0.57486         -5.0441    50.162            0    0.00041097    0.99959    4.3516e-13     0.0025281    0.31389     1.7865       4.29     6.2455    7.8243    9.2969    10.622    13.216     17.29    22.003    25.938    28.367    31.239    35.035    40.558     48.69    50.162         28.099             0.032983              119.24               0.99691               120.85                    1              3.8909                0.88997          2.6079e-07    0.00058395    0.0073655    0.021339      0.03985     0.062578      0.088604     0.15039      0.26996      0.42368      0.54901      0.61998      0.69723      0.78375      0.88178      0.97408             1  
    cl_mt_pol_c    1.4818    0.3977     0.26839        0.016874    8.0183            0             0          1    2.2208e-10    0.00024765    0.48822    0.69206    0.93752     1.0387    1.1283    1.1674    1.2351    1.3363    1.4568    1.5899    1.6982    1.7816    1.8306    1.9315    2.0632    2.3211    5.5351         1.1214             0.036384              3.9143                0.9046               3.8909              0.88997             0.15816                      1          0.00027743      0.004156     0.026561    0.059678     0.095883      0.13461       0.17554     0.26211      0.40352      0.55835      0.66985       0.7286      0.78928      0.85282      0.91998      0.97828       0.99813  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=62    2.8917     0.8817     0.016755        0.58294          0.13736               3.3681                0.1062         -18.359    0.010343

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 21.014686 seconds.
Elapsed time is 13.061796 seconds.
                    mean        sd       coefofvar      min        max        pYis0       pYls0       pYgr0        pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _________    _______    __________    __________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -60.349     205.91      -3.412      -3010.1    4.0794            0    0.97741      0.022594     2.067e-05       0         -3009.9    -1034.3    -201.68    -91.523    -57.936    -43.006    -34.316    -24.497    -16.789    -11.781    -9.1183    -7.7469    -6.3531    -4.7936    -2.4733     1.1757     1.8674          42399                   1               163.66               0.34457               236.31             0.46081               18.146               0.37241           0.053977       0.29252     0.58579     0.69575      0.75575      0.79691      0.82865      0.87644      0.92675      0.96198      0.97927      0.98618      0.99203      0.99668      0.99978       1.0003             1  
    cl_mt_pol_a    -10.314     2.3066    -0.22363      -17.733    46.749    0.0012374    0.99866    9.9231e-05    1.5159e-07       0         -16.864    -15.685    -13.799    -12.879    -12.341    -11.938    -11.581    -11.054    -10.401    -9.7676    -9.2531    -8.9118    -8.5004    -7.9465    -6.6394    -1.8911          0         163.66             0.34457               5.3205                     1               5.5432             0.96496               0.5161                0.9455          0.0016813      0.016088    0.072858     0.13812      0.20017      0.25709      0.31381      0.42646       0.5794       0.7297      0.81834      0.86462      0.90527      0.94507      0.98071      0.99914             1  
    cl_mt_coh      -11.006     2.4905    -0.22629      -18.327    50.136            0    0.99857      0.001434    1.8623e-05       0         -18.067    -16.813    -14.777    -13.797    -13.197     -12.74    -12.374    -11.813    -11.095    -10.416    -9.8415    -9.5019     -9.045    -8.4447    -7.0344    -1.9426    0.08397         236.31             0.46081               5.5432               0.96496               6.2023                   1              0.56722               0.96246          0.0017609      0.016113    0.073629     0.13875      0.20077      0.25973      0.31757      0.42497      0.58261      0.72854      0.82247      0.86418      0.90689      0.94542      0.98116      0.99922             1  
    cl_mt_pol_c    0.51119    0.23664     0.46293     0.010343    5.3451            0          0             1     0.0012044       0        0.010343    0.10582    0.17568    0.23922    0.28561    0.32105    0.35244    0.40807    0.48578    0.57786    0.63366    0.66458    0.71152    0.78171    0.90847     1.3671     1.5632         18.146             0.37241               0.5161                0.9455              0.56722             0.96246                0.056                     1          2.437e-05     0.0015603    0.012854    0.033175     0.058998     0.088754      0.12197       0.1961      0.32803      0.48368       0.6014      0.66446       0.7317      0.80448       0.8861      0.97135       0.99687  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=63    2.8698     0.87713    0.054765       0.020597          0.06182               6.5957                0.11712        -6.0712    0.010035

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.194966 seconds.
Elapsed time is 9.857498 seconds.
                    mean        sd       coefofvar      min       max        pYis0       pYls0      pYgr0        pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    __________    _____    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -3.3198    0.51405     -0.15484    -5.5226    4.0913             0      1      2.4218e-15    0.00029999       0         -5.108    -4.4994    -4.1512    -3.9916    -3.8551    -3.7703    -3.6627    -3.5154      -3.32    -3.1202    -2.9679    -2.8872    -2.7881    -2.6643    -2.4773    -2.1289     -1.772         0.26424                  1              0.060341              0.74199              0.070411             0.7254              0.032073              0.93781            0.002398    0.024314    0.071102     0.13027      0.20226      0.24517      0.30761       0.4189      0.56629       0.7077      0.80292      0.84495      0.88639      0.92814      0.96595      0.99412       0.99951  
    cl_mt_pol_a    -5.3184     0.1582    -0.029746    -5.7769    45.769    3.2334e-73      1      1.8056e-74    1.9456e-05       0          -5.65    -5.5985    -5.5285    -5.4806    -5.4585    -5.4347    -5.4347    -5.4121    -5.3436    -5.3005    -5.2334    -5.2066    -5.1663    -5.0992    -5.0321    -4.8308    -4.6295        0.060341            0.74199              0.025028                    1              0.027375            0.91637             0.0060717              0.57686           0.0026408    0.014097    0.068802     0.14199      0.17059      0.32118      0.32118      0.37198      0.56547      0.66987      0.78342      0.81773      0.86653      0.92488      0.95613      0.99306       0.99931  
    cl_mt_coh      -5.7221    0.18883       -0.033    -6.0392     50.15             0      1      3.0409e-69      0.001052       0        -6.0392    -5.9803    -5.9508    -5.9213    -5.9213    -5.8758    -5.8758    -5.8464    -5.7714    -5.6964    -5.6215     -5.576    -5.5465    -5.4716    -5.3511    -5.1717    -4.9468        0.070411             0.7254              0.027375              0.91637              0.035656                  1              0.007685              0.61173           0.0011103    0.032314    0.085837     0.17957      0.17957      0.26314      0.26314      0.36289      0.52222       0.6694      0.77312       0.8143      0.86254      0.91496      0.95889      0.99246       0.99916  
    cl_mt_pol_c    0.74814    0.06653     0.088927     0.4247    5.7836             0      0               1    0.00029999       0        0.46481    0.54964     0.6246    0.66943    0.68687    0.69956    0.71528    0.73167     0.7545    0.77583    0.79398     0.8029    0.81312    0.82541    0.84593    0.87994    0.91652        0.032073            0.93781             0.0060717              0.57686              0.007685            0.61173             0.0044263                    1          0.00093709    0.012317    0.041895    0.088678      0.12932      0.17467      0.22286       0.3329      0.46707      0.62519      0.72549      0.77869      0.83323      0.88675      0.94428      0.98799       0.99876  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=64    1.3099     0.96117    0.017172        0.29807          0.24598               6.155                 0.14063        -14.856    0.0065132

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 18.012196 seconds.
Elapsed time is 6.281743 seconds.
                    mean        sd       coefofvar       min        max       pYis0        pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5         p10         p15         p20        p25         p35        p50        p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20     fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    __________    _______    __________    ________    ________    ________    ________    ________    ________    _______    ________    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       5.9499    0.58341    0.098054       -7.0322    20.989           0    6.5401e-11          1    4.7883e-16       0          4.1622      4.6386      5.0321      5.2225      5.3771     5.4717      5.5775     5.7116     5.9206     6.1427     6.3152     6.4261    6.5473    6.7058    6.9488    7.4323    7.9748         0.34036                  1               0.33643              0.96397               0.29127            0.81321              0.091674              0.96916          0.00066259     0.0074735     0.040988     0.083701      0.13027       0.18106      0.22264        0.316     0.47212      0.61506       0.7216      0.77546      0.82948      0.88343      0.93976      0.98758       0.99864  
    cl_mt_pol_a    0.48506    0.59821      1.2333       -14.494    48.815    0.074515       0.16137    0.76411    1.0456e-15       0        -0.85083    -0.49461    -0.25402    -0.10464    -0.02665          0    0.056116    0.14136    0.31184    0.56757     0.8233    0.90854     1.079    1.3348    1.6757    2.3577    3.2953         0.33643            0.96397               0.35786                    1               0.33235            0.90494              0.086982               0.8968          -0.0020911     -0.013695    -0.044817    -0.059993    -0.065791       -0.0663    -0.058868    -0.037903    0.037951      0.18189      0.37393      0.43786      0.53213      0.67327      0.81676      0.94759       0.99303  
    cl_mt_coh      0.64093    0.61393     0.95788       -14.824     50.18           0      0.093401     0.9066    9.6303e-16       0        -0.80339    -0.40686    -0.10974    0.026672       0.106    0.15038     0.20008    0.32379    0.49721    0.75733    0.94344     1.1042    1.2533    1.4637    1.7978    2.5782    3.5319         0.29127            0.81321               0.33235              0.90494               0.37691                  1              0.076871              0.77225          -0.0015184    -0.0090406     -0.02482    -0.026485    -0.021349    -0.0098752     0.009041     0.054586     0.14511      0.29141      0.42662      0.52586      0.59029      0.69586      0.82368      0.95786       0.99447  
    cl_mt_pol_c     1.2853    0.16214     0.12615     0.0065132     3.865           0             0          1    1.1817e-13       0         0.83936     0.90494      1.0023      1.0455      1.0725     1.1385      1.1936     1.2395     1.3268      1.364     1.4208     1.4319    1.4467    1.4654    1.5378     1.583    1.6813        0.091674            0.96916              0.086982               0.8968              0.076871            0.77225              0.026288                    1           0.0006593     0.0075008     0.037072     0.076806      0.11774       0.16491      0.20607      0.31174      0.4575        0.622      0.71425      0.76903      0.82695      0.88182      0.94186      0.98731       0.99867  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=65    1.5321     0.91252    0.057005        0.86731          0.48435               2.2252                0.10689        -5.0422    0.01508 

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.271981 seconds.
Elapsed time is 7.766811 seconds.
                     mean        sd      coefofvar      min       max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    ______    _________    _______    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.012935    7.7181      596.68     -25.002    13.181           0    0.43063    0.56937    0.00028469    0.00063426    -23.954     -21.12     -14.94    -10.987    -8.5339    -6.6416    -4.8582    -2.0016    1.4505    4.2402    5.9916    6.8748    7.8321    8.9078    10.245    12.026    13.088          59.57                   1                64.26                0.7775               67.045             0.76703               8.2016               0.78012              -2.4761       -18.531      -71.948      -120.98       -158.7      -187.93     -209.95      -236.06        -238.1     -204.62      -165.01      -140.31      -111.83      -79.543      -42.725      -8.6502      -0.016506 
    cl_mt_pol_a      6.6183    10.708       1.618     -4.9192    47.303    0.012635    0.33399    0.65337     0.0011624     0.0043987    -4.9192    -4.6612    -3.9079    -3.0927    -2.3831    -1.6967    -1.0715    0.10292    3.0965    7.1343    10.963    13.539     16.95    21.754     29.83    44.171    47.303          64.26              0.7775               114.67                     1               120.63             0.99471               13.547               0.92877          -0.00086401    -0.0077016    -0.033429    -0.059633     -0.08037    -0.095742    -0.10614      -0.1132     -0.077966     0.03554      0.17015      0.26283      0.37793        0.523      0.71368       0.9304              1 
    cl_mt_coh         7.079    11.325      1.5998     -5.0102    50.137           0    0.33046    0.66954     0.0014368    0.00052523    -5.0102    -4.9316     -4.096     -3.218    -2.4347    -1.7412    -1.0578      0.167    3.3574    7.6465    11.699    14.421    18.001    23.078    31.614    46.747    50.111         67.045             0.76703               120.63               0.99471               128.26                   1                13.95               0.90433           -0.0010169    -0.0077622    -0.032577    -0.058276    -0.078239    -0.092782    -0.10262     -0.10847     -0.072284    0.041641      0.17646      0.26868      0.38237      0.52643      0.71587      0.93059        0.99628 
    cl_mt_pol_c      1.7054    1.3621     0.79874     0.01508    16.838           0          0          1      0.010012    0.00063426    0.01508    0.01508     0.4533    0.52857    0.60921    0.67976    0.76245    0.95505    1.3245    1.7973    2.2335    2.5112    2.8777    3.3894    4.2607    6.1654    11.539         8.2016             0.78012               13.547               0.92877                13.95             0.90433               1.8554                     1           8.8531e-05    8.8531e-05    0.0089266     0.023259     0.040129     0.059004    0.080297      0.13029        0.2301     0.36631       0.4835      0.55285      0.63167      0.72319      0.83393      0.94991        0.99068 

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=66    3.6952     0.91351    0.031826       0.073635         0.084263               8.9422                0.13439        -17.847    0.018683

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 18.138280 seconds.
Elapsed time is 17.527438 seconds.
                     mean          sd       coefofvar      min        max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1         p1          p5         p10         p15          p20          p25          p35         p50         p65         p75          p80         p85         p90         p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    ________    _________    ________    ______    _______    __________    _______    __________    ________    _______    ________    ________    ________    ________    _________    _________    _________    ________    _______    _________    _________    ________    ________    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         2.0014     0.88807     0.44373       -16908    4.1228          0    0.00062925    0.99937    4.0973e-12       0        0.76568      1.7067      1.8291      1.8838      1.9132       1.9384       1.9556       1.9844      2.0161     2.0499       2.0763        2.077       2.103      2.1103     2.1342     2.1816     2.2299         0.78867                  1              0.034643              0.20345               0.03643            0.19111             0.0074971               0.1403          -0.0011772    0.0061721    0.045332    0.091559      0.13558      0.19213      0.24365      0.34829      0.48193      0.65074       0.76637     0.78975      0.85711      0.90509       0.9522      0.98903       0.99916  
    cl_mt_pol_a    -0.082249     0.19174     -2.3312      -11.361     47.49    0.15144       0.56084    0.28772    1.9583e-15       0         -1.685    -0.58498    -0.37399    -0.29164    -0.22369      -0.2183     -0.14855     -0.14497    -0.07163          0    0.0018752    0.0018752    0.082501    0.082501    0.16313    0.24375      0.405        0.034643            0.20345              0.036765                    1              0.036798            0.89408             0.0092499              0.80174            0.036287      0.11862      0.3334     0.63398      0.72701      0.86468      0.98288       1.1205       1.2992       1.2992        1.2967      1.2967       1.2041       1.2041       1.0933       1.0289        1.0029  
    cl_mt_coh       0.059167     0.21465      3.6278      -12.195    50.172          0       0.27526    0.72474     5.398e-13       0        -1.7745    -0.49157    -0.27701    -0.15881    -0.11062    -0.075617    -0.027431    0.0075749    0.090766    0.13895      0.17202      0.17396     0.22214     0.25715    0.34034    0.42353    0.58992         0.03643            0.19111              0.036798              0.89408              0.046073                  1             0.0093047              0.72043           -0.054738     -0.16131    -0.39514    -0.65986     -0.72382     -0.79567     -0.82804     -0.81785     -0.56218     -0.35256     -0.078368     0.12135      0.24342      0.49341      0.79509       0.9419       0.99463  
    cl_mt_pol_c       1.2679    0.060171    0.047458     0.018683    4.1882          0             0          1    4.6433e-10       0         1.0156      1.1431      1.1803       1.194      1.2027       1.2161       1.2259       1.2425      1.2604     1.2839       1.3214       1.3289      1.3398      1.3443     1.3586     1.4068     1.4217       0.0074971             0.1403             0.0092499              0.80174             0.0093047            0.72043             0.0036206                    1          0.00068368    0.0093774    0.046115    0.093654      0.14021      0.18927      0.24134      0.33623      0.48554      0.63774       0.73639     0.79443      0.86037      0.90413      0.94697      0.98908       0.99925  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=67    2.8273     0.96881    0.055038        0.51876          0.44988               4.3105                0.11559        -15.957    0.024891

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 30.834736 seconds.
Elapsed time is 17.051330 seconds.
                    mean        sd       coefofvar      min        max        pYis0         pYls0       pYgr0     pYisMINY     pYisMAXY     p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ________    _________    ________    ______    __________    __________    _____    __________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      15.955    0.075652    0.0047414     -462.38    16.069             0    6.1153e-08      1      8.4651e-13    0.002068    15.422    15.785    15.855    15.884    15.901    15.915    15.925    15.942    15.963    15.983    15.994    16.003     16.01    16.022     16.03    16.056    16.069       0.0057232                  1              0.10307               0.89516              0.10094             0.82663              0.024777              0.59392          0.00092561    0.0097965    0.049617     0.10043      0.14924       0.1993      0.24894       0.3488      0.49876       0.6543      0.76154      0.80071      0.86934      0.89959      0.94978       0.9966          1     
    cl_mt_pol_a    45.912      1.5221     0.033152     -15.568    47.392    1.4714e-08    3.8108e-07      1      1.7958e-13     0.14827    34.019    41.541    43.296    44.049     44.55    44.884    45.219    45.637    46.305    46.723    47.057    47.225    47.308    47.392    47.392    47.392    47.392         0.10307            0.89516               2.3167                     1               2.3779             0.96784               0.49927              0.59483          0.00059825    0.0087403    0.049661     0.10025       0.1502      0.19392      0.25047      0.34462      0.51377      0.64702      0.76683      0.83076      0.84695            1            1            1          1     
    cl_mt_coh      48.551      1.6142     0.033247     -15.925    50.148             0    3.7762e-07      1      5.4024e-13    0.050371    35.629    43.947     45.74    46.533    47.063    47.475    47.797    48.267    48.915    49.443    49.766    49.914     50.06     50.09    50.148    50.148    50.148         0.10094            0.82663               2.3779               0.96784               2.6056                   1               0.46699              0.52463          0.00058566    0.0086329    0.045619    0.093458      0.14231      0.19034      0.24075       0.3386      0.48961      0.64759      0.75285      0.79855      0.85059      0.89972            1            1          1     
    cl_mt_pol_c    3.8051     0.55145      0.14492    0.024891    7.9873             0             0      1      5.9343e-11    0.002068    2.7218    3.1685    3.3022    3.3968    3.4293     3.464    3.4987    3.5853    3.6665    3.7783    3.8849    3.9522    4.1296    4.3417    4.6944    6.4883    7.9873        0.024777            0.59392              0.49927               0.59483              0.46699             0.52463                0.3041                    1          0.00062001    0.0080976    0.042301    0.086423      0.13108      0.17692      0.22217      0.31829      0.46005      0.60718      0.71992      0.75866      0.84524      0.86928        0.931      0.98189          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=68    3.5004     0.96751    0.0025621       0.60953          0.36349               7.3942                0.13732        -12.488    0.016533

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 25.012229 seconds.
Elapsed time is 9.753410 seconds.
                    mean       sd       coefofvar      min        max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5         p10        p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    ________    _______    __________    __________    _______    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      4.3846     5.2315      1.1932       -11396    9.9622            0    0.021788    0.97821    5.3407e-10    1.7031e-13    -10.675     -1.6547       1.403     2.3493     2.8817     3.285    3.5661    4.0505    4.6513    5.1904    5.5661    5.7749    6.0115    6.2927    6.6862    7.3498    7.9835         27.369                   1               4.9538               0.29263               4.7755             0.28077               0.41208              0.34316            -0.006498     -0.014637     -0.010879      0.011488      0.042038     0.07856      0.11701      0.20353       0.3541      0.52086      0.64442      0.70872      0.77636      0.84593      0.91917      0.98264       0.99814  
    cl_mt_pol_a    3.8096     3.2359     0.84942      -12.183    49.872    0.0073035    0.055496     0.9372    5.2237e-12      2.23e-12    -2.2959     -1.0156    -0.10909     0.3762    0.70951    1.0428    1.4594    2.0427     3.126    4.4592    5.5425    6.2091    7.0423    8.2089    10.042    13.875    18.958         4.9538             0.29263               10.471                     1               10.375             0.98614               0.67981              0.91524          -0.00074084    -0.0042472    -0.0087807    -0.0058542    0.00065098    0.012951     0.032383     0.074605      0.18016      0.33694      0.46175      0.53816      0.62125      0.72437      0.83949       0.9578       0.99466  
    cl_mt_coh      3.9693     3.2511     0.81907      -12.456    50.176            0    0.046547    0.95345     2.418e-11    1.2314e-12    -2.4069    -0.98673    0.051694    0.48105    0.88709    1.2213    1.5671    2.2237    3.3098    4.5745    5.6965    6.3648    7.2361    8.3698    10.208    14.086    19.146         4.7755             0.28077               10.375               0.98614                10.57                   1                0.6539              0.87623          -0.00075689    -0.0041571    -0.0074473    -0.0038144     0.0056241    0.019426     0.035696      0.08449      0.19197      0.33836      0.46679      0.54303      0.62979      0.72678      0.84126      0.95899        0.9947  
    cl_mt_pol_c    1.2874    0.22954      0.1783     0.016533    4.6689            0           0          1    2.2904e-08    1.7031e-13    0.52153     0.70088     0.85597    0.99706      1.065    1.1246    1.1509    1.2131    1.2998    1.3857    1.4403    1.4759    1.5177    1.5641    1.6378    1.7741    1.9131        0.41208             0.34316              0.67981               0.91524               0.6539             0.87623              0.052687                    1           0.00035723     0.0048482      0.029501      0.066346       0.10726     0.14903      0.19326      0.28406      0.43077      0.58677      0.69635      0.75302      0.81117      0.87103      0.93311      0.98576       0.99848  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=69    3.0313     0.9492     0.029685        0.8321           0.16739               8.1804                0.14368        -18.198    0.020115

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 25.891477 seconds.
Elapsed time is 13.307612 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5          p10        p15        p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    ________    _______    __________    __________    _______    ________    _________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.7202     1.9406     0.52162      -1375.7    8.6911           0    0.032177    0.96782    4.3006e-10     3.404e-12     -6.829     -1.7836      0.65324     1.5937     2.0251     2.4929     2.7734    3.3017    3.9516    4.5205    4.9424    5.1649    5.4166    5.7106     6.121    6.7675    7.3356         3.7658                   1                4.661               0.72978               4.6654              0.7085               0.50108              0.88024           -0.0032052     -0.011011     -0.013169     0.0024199      0.027404     0.057863    0.094547      0.17519      0.32174      0.49257      0.62074       0.6875      0.75878       0.8336       0.9128      0.98125       0.99799  
    cl_mt_pol_a    3.3691     3.2913     0.97691      -17.754    48.559    0.014794    0.058421    0.92678    1.9083e-11    2.3372e-11    -1.7805    -0.72277    -0.048777    0.12432    0.38995    0.56704    0.92123    1.4525     2.515    3.8432    4.9058    5.7027    6.6767    7.8277    9.8643    14.203     19.87          4.661             0.72978               10.832                     1                11.13             0.99653               0.86243              0.89326          -0.00065784    -0.0035475    -0.0069355    -0.0062646    -0.0010543    0.0048676    0.019678     0.050785      0.14601      0.28483      0.41095      0.48987      0.58224      0.68531      0.81294      0.95145        0.9937  
    cl_mt_coh      3.6301     3.3933     0.93476      -18.166    50.184           0    0.037155    0.96284    3.4832e-11    1.3961e-11     -1.823    -0.67577     0.091598    0.31192    0.54747    0.76779     1.0945    1.6795    2.6977    4.1032    5.2353    6.0179    7.0208     8.244    10.341    14.771    20.568         4.6654              0.7085                11.13               0.99653               11.515                   1                0.8645              0.86848           -0.0006694     -0.003255    -0.0050119    -0.0020019     0.0041344     0.013054    0.026912     0.063655      0.15431      0.29483       0.4259      0.49857      0.58935      0.69471      0.81887      0.95229       0.99373  
    cl_mt_pol_c    1.3793    0.29335     0.21268     0.020115    4.4545           0           0          1    2.6522e-08     3.404e-12    0.56842     0.72019      0.88422     1.0118     1.0941     1.1351     1.1806    1.2668    1.3925    1.4706    1.5832     1.617    1.6663    1.7619    1.8627    2.0747    2.3298        0.50108             0.88024              0.86243               0.89326               0.8645             0.86848              0.086053                    1           0.00036841     0.0048623      0.028145       0.06199      0.099857      0.14347     0.18266      0.27465      0.41626      0.57308      0.68296      0.74274       0.8006      0.86282       0.9279      0.98414       0.99825  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=70    3.6477     0.87841    0.010073        0.70499         0.062191               7.3504                0.11457        -17.434    0.01411 

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.692518 seconds.
Elapsed time is 21.172469 seconds.
                    mean        sd       coefofvar      min       max        pYis0        pYls0       pYgr0        pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    __________    _______    __________    __________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -74.564     687.67     -9.2226      -29962    2.9798             0    0.99591     0.0040919    2.5151e-06       0          -10665    -657.11    -131.67      -73.8    -53.265    -42.406    -36.585    -27.962    -19.627    -14.161    -11.204     -9.789    -8.2946    -6.7434    -4.8023    -1.8558      1.2568       4.7289e+05                 1               158.92               0.18777               225.86             0.24154               21.501               0.19931              0.2491      0.53343      0.6703      0.7345      0.77729       0.8104      0.83654      0.87828      0.92596      0.95914      0.97606        0.983      0.98905      0.99415      0.99804      0.99996             1  
    cl_mt_pol_a    -7.8133     1.2307    -0.15752     -13.618    46.856    0.00015945    0.99983    7.2923e-06    3.0045e-09       0         -12.242     -10.59    -9.6622    -9.2289    -8.9662    -8.7554    -8.5795    -8.2701    -7.8835    -7.4194     -7.098    -6.8781    -6.6461    -6.3367    -5.8727    -4.5725    -0.70528           158.92           0.18777               1.5147                     1               1.6578             0.99057              0.18521               0.95927           0.0016225     0.015255    0.068865     0.12992      0.18973      0.24387      0.30994       0.4187      0.56201      0.71346       0.8045      0.85162      0.89342      0.93329      0.96851      0.99626       0.99996  
    cl_mt_coh      -8.4652     1.3598    -0.16063     -14.444    50.147             0    0.99977    0.00022623    2.9464e-07       0         -13.381    -11.571    -10.536    -10.048    -9.7606     -9.502    -9.3296    -8.9848    -8.4963    -8.0366    -7.6918    -7.4332    -7.1746    -6.8585    -6.3127    -4.9333     -0.6523           225.86           0.24154               1.6578               0.99057                1.849                   1              0.20376               0.95522           0.0016311     0.014868    0.066698     0.12705        0.186      0.25318      0.30368      0.41122      0.56752      0.71652      0.80148      0.85368      0.89476       0.9298      0.96929      0.99632       0.99997  
    cl_mt_pol_c    0.50187    0.15687     0.31258     0.01411    4.8029             0          0             1    0.00012777       0        0.076192    0.15086    0.25444    0.30931    0.34523    0.37237    0.39792    0.44326    0.49703    0.55693    0.59874    0.62417    0.65404    0.69373    0.75151    0.90075      1.3097           21.501           0.19931              0.18521               0.95927              0.20376             0.95522              0.02461                     1          0.00011648    0.0023013    0.019478    0.047622      0.08071      0.11656      0.15453      0.24005      0.38027        0.537      0.65244      0.71348      0.77594      0.84343      0.91494      0.97864       0.99729  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=71     2.567     0.95691    0.014053        0.52432          0.21353               5.388                 0.14541        -16.242    0.0044309

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.244595 seconds.
Elapsed time is 6.882257 seconds.
                    mean        sd       coefofvar       min        max       pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1         p1          p5          p10         p15         p20        p25         p35        p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    __________    _______    __________    ___________    _______    ________    ________    _________    ________    _______    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        4.415     2.2968     0.52023       -3106.7    11.146           0    0.00020642    0.99979    7.1628e-10    2.3146e-123      1.202      2.4831      3.2628       3.5714      3.7672     3.8946      4.0113      4.207     4.4484      4.686    4.8773    4.9863    5.0937    5.2575    5.4764    5.8928    6.3483         5.2753                   1              0.63467               0.28888              0.59874               0.266               0.11671               0.3018          -0.00044622    0.0038927     0.030795     0.071099       0.1157      0.15555      0.20269      0.29371     0.44555      0.59647      0.70494      0.76279      0.81606      0.87475       0.9353      0.98624       0.99855  
    cl_mt_pol_a    0.76733    0.95655      1.2466       -15.846    49.307    0.040982       0.17573    0.78329     8.297e-12    2.3146e-123    -1.6548    -0.90542      -0.429     -0.19079    -0.10846          0    0.052148    0.31414    0.57614    0.92546    1.2748    1.4495    1.7114    2.0608    2.5848    3.7201    5.2047        0.63467             0.28888              0.91498                     1              0.90495             0.96535               0.14444              0.89683           -0.0028539    -0.017206      -0.0481    -0.068074    -0.076031    -0.077027     -0.07452    -0.034463    0.050991       0.1866      0.34244      0.42065      0.52799      0.65086      0.79539      0.94456       0.99319  
    cl_mt_coh      0.92312    0.98003      1.0616        -16.21    50.186           0        0.1263     0.8737    2.8115e-10    1.0667e-122    -1.7093    -0.86223    -0.33087    -0.065198    0.061893    0.15045     0.23901    0.41613    0.73183     1.1246    1.4403    1.6289    1.8946    2.2373    2.7687    3.9585    5.4254        0.59874               0.266              0.90495               0.96535              0.96045                   1               0.13571              0.82247           -0.0024063    -0.014263    -0.036372    -0.046456    -0.045687     -0.03927    -0.027108    0.0079296     0.10878      0.26082      0.38849      0.46967      0.56644      0.67905      0.81064        0.952       0.99374  
    cl_mt_pol_c      1.285    0.16837     0.13103     0.0044309    3.3219           0             0          1     8.147e-08    2.3146e-123    0.79424     0.88284     0.97986       1.0348      1.0932     1.1464      1.1708     1.2447     1.3254     1.3597    1.4226    1.4336    1.4467    1.4716    1.5381    1.6353    1.7126        0.11671              0.3018              0.14444               0.89683              0.13571             0.82247              0.028348                    1           0.00059849    0.0066696     0.036166     0.075957      0.11636      0.16005      0.20523      0.30501     0.44951      0.60875      0.71335      0.76736       0.8238      0.87992       0.9386      0.98712       0.99865  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=72    4.6473     0.87202    0.0051235       0.67389          0.2725                5.7556                0.14426        -5.4206    0.023526

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.818326 seconds.
Elapsed time is 5.163106 seconds.
                     mean        sd       coefofvar        min         max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15         p20         p25          p35         p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ___________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    ________    ________    ________    _________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.02408      67.92     -2820.7     -2.3846e+05    2.1104           0    0.23601    0.76399    1.7794e-08       0        -47.931    -10.798     -3.135    -1.4056    -0.67116    -0.22204    0.068703      0.44833    0.82426    1.0765    1.2228    1.2968    1.3739    1.4606    1.5677    1.7205    1.8331         4613.2                    1              3.0527               0.028133              3.1498             0.028122              0.69752              0.033835             8.2115       15.389      24.425      28.862       30.898       31.802       31.931       30.737       26.528       20.558        15.855      13.282       10.521       7.5449       4.4372       1.7363        1.0766  
    cl_mt_pol_a     0.65799     1.5976       2.428         -5.1439    49.229    0.023182    0.35122    0.62559    4.0392e-11       0        -3.1185    -2.4019    -1.6063    -1.1409    -0.80852     -0.5575    -0.34314    -0.010441     0.4304    0.9464    1.4624    1.7573    2.1995    2.7155    3.6001    5.5904    8.0967         3.0527             0.028133              2.5524                      1              2.5753              0.97752              0.45492               0.93816         -0.0051198    -0.042046    -0.16028    -0.26182     -0.33659     -0.38588     -0.41966     -0.44518     -0.39094     -0.24252     -0.052753    0.062071      0.23556      0.40551      0.63502       0.8985       0.98619  
    cl_mt_coh       0.78082      1.649      2.1119         -5.3886    50.185           0     0.3094     0.6906    5.8383e-10       0        -3.3118    -2.5328    -1.6437     -1.125    -0.75456    -0.46043    -0.23592      0.13454    0.57686    1.1359    1.6164    1.9509    2.3214    2.8759    3.8032    5.8037    8.3228         3.1498             0.028122              2.5753                0.97752              2.7192                    1              0.43653               0.87217         -0.0046716    -0.036972    -0.14128    -0.22773     -0.28832     -0.32485     -0.34719     -0.35133     -0.28547     -0.11498      0.051619     0.17393      0.30207      0.46797      0.68417      0.91317       0.98827  
    cl_mt_pol_c      1.2508    0.30352     0.24266        0.023526    4.3754           0          0          1    4.6814e-08       0        0.38958    0.57612    0.76237    0.86495     0.92857     0.97161      1.0307       1.1141     1.2654    1.3668    1.4884    1.4979    1.5724    1.6486    1.7363    1.9529    2.1585        0.69752             0.033835             0.45492                0.93816             0.43653              0.87217             0.092125                     1         0.00026229     0.003945    0.026037    0.059119     0.094819      0.13318      0.17264      0.25851      0.40192      0.55931       0.67302     0.73332      0.79514      0.85834       0.9257      0.98382       0.99822  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=73    2.6394     0.94719    0.004284        0.7814           0.19317               5.0802                0.09875        -9.4151    0.024704

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.426095 seconds.
Elapsed time is 6.549253 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10         p15        p20         p25         p35         p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    ________    _______    __________    ________    _______    _______    _______    ________    _______    ________    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.3669      2.469     1.0431       -262.16    8.9024           0    0.098491    0.90151    3.2069e-07       0        -18.077    -5.9828    -1.4163    0.038681     0.7849      1.2873      1.6458      2.2213     2.8134     3.3386    3.7107    3.9011    4.1185    4.3765    4.7532    5.3789    5.9522         6.0957                   1               3.3536               0.76446               3.3269              0.7346               0.56241              0.79476            -0.01302    -0.048216    -0.098395    -0.11061     -0.10119     -0.078699    -0.047788     0.04042       0.1969      0.39252      0.54257      0.62584      0.70918       0.79638     0.89295      0.97634       0.99745  
    cl_mt_pol_a    0.38124     1.7768     4.6606        -9.108    49.391    0.031031     0.39654    0.57243    1.2239e-09       0        -6.0387     -4.083    -2.3919     -1.5831    -1.0869    -0.77427     -0.5444    -0.18294    0.19532    0.74897    1.2235    1.5399    1.9354    2.5681    3.5172    5.6527    8.3419         3.3536             0.76446                3.157                     1               3.2251             0.98954               0.46519              0.91345           -0.017556     -0.13136     -0.45113    -0.70354     -0.88016       -1.0015      -1.0887     -1.1701      -1.1524     -0.94669     -0.70861     -0.53197     -0.30522     0.0013465     0.37681      0.82646       0.97698  
    cl_mt_coh      0.45297     1.8343     4.0495       -9.3831    50.126           0     0.36361    0.63639    2.1554e-08       0        -6.4205    -4.3081    -2.4725     -1.5838     -1.075    -0.73366    -0.47176     -0.0746    0.32256    0.85498    1.3316    1.6729    2.0701    2.6583    3.6437    5.7798    8.4569         3.3269              0.7346               3.2251               0.98954               3.3647                   1               0.45416              0.86382           -0.015751     -0.11598     -0.39665    -0.62459     -0.76473       -0.8635     -0.93109    -0.98279     -0.93233     -0.74209     -0.51473      -0.3399     -0.13707       0.11258     0.45353      0.84804       0.97928  
    cl_mt_pol_c     1.2484    0.28662     0.2296      0.024704    3.6874           0           0          1    1.6038e-06       0        0.44371    0.65112    0.81159     0.88165    0.93364     0.97693      1.0351      1.0983     1.2503     1.3863    1.4639    1.5284    1.5526    1.6163    1.7206    1.9015    2.0757        0.56241             0.79476              0.46519               0.91345              0.45416             0.86382              0.082151                    1          0.00029682    0.0044928     0.028517    0.062636      0.09908       0.13729      0.17978     0.26396      0.40687      0.56928      0.67663      0.73599      0.79718       0.86078     0.92705      0.98423        0.9983  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=74    4.4575     0.92177    0.046739        0.33762          0.20082               2.8079                0.12287        -17.558    0.025007

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 27.981596 seconds.
Elapsed time is 19.045695 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20         p25        p35        p50        p65          p75         p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    _______    ________    _______    _______    _______    ________    _________    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        0.334     63.682      190.66       -99988    3.6576           0    0.21809    0.78191    1.1304e-09    1.5833e-90    -44.323    -11.749    -3.9978    -1.8989    -0.8367    -0.17675    0.27734    0.86803     1.4184       1.778        1.959     2.0407      2.125       2.22     2.338     2.527    2.7137         4055.4                    1              6.6353               0.052755              7.2331             0.053379              0.62198              0.051285           -0.66321      -1.1829     -1.9557     -2.3733      -2.5699      -2.6415      -2.6322      -2.4527      -1.9278      -1.2047     -0.64431     -0.34241     -0.027415     0.29236       0.6374      0.92306       0.99189  
    cl_mt_pol_a    -1.6196     1.9751     -1.2195      -17.042    47.767    0.012492      0.785    0.20251    7.8602e-12    3.7154e-89    -8.7193    -6.9195    -5.2956    -4.4237    -3.8128     -3.2498    -2.8288    -2.1363    -1.2953    -0.59541     -0.19323    0.05157    0.31043    0.65557     1.087    2.0361    3.2441         6.6353             0.052755              3.9009                      1              4.1699              0.99221              0.36997               0.98358          0.0058653     0.048048     0.19576     0.34414      0.47025      0.57841      0.67527      0.82932      0.98683       1.0709       1.0938        1.095        1.0886       1.073       1.0488       1.0139        1.0021  
    cl_mt_coh       -1.651     2.1279     -1.2889      -17.526    50.157           0    0.77004    0.22996    1.7458e-09    9.1994e-90    -9.3348    -7.3755    -5.6318    -4.6696    -3.9747     -3.4051    -2.9535    -2.2273    -1.2965    -0.51493    -0.091016    0.14862     0.3919    0.75317    1.2601    2.1983    3.4904         7.2331             0.053379              4.1699                0.99221              4.5278                    1              0.39263                0.9689          0.0062579      0.05054     0.20442        0.36      0.49083      0.60342       0.6984      0.85256       1.0142       1.0945       1.1118       1.1104        1.1025      1.0845       1.0551       1.0165        1.0024  
    cl_mt_pol_c      1.145    0.19045     0.16633     0.025007     4.604           0          0          1    8.1763e-08    1.5833e-90    0.46028    0.64157    0.80377    0.89373    0.94969     0.98922      1.025     1.0888     1.1608      1.2219       1.2832      1.317     1.3507     1.3749    1.4189    1.5244    1.6009        0.62198             0.051285             0.36997                0.98358             0.39263               0.9689             0.036269                     1         0.00034582    0.0049435    0.030816    0.068002      0.10846      0.15069      0.19482      0.28747      0.43478       0.5908      0.70279      0.75654       0.81648     0.87458      0.93556      0.98651       0.99858  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=75    1.1308     0.88883    0.059567        0.73228          0.1372                5.5864                0.13822        -16.655    0.018371

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.418701 seconds.
Elapsed time is 14.302652 seconds.
                    mean        sd       coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5         p10         p15         p20         p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    _______    _______    __________    ________    ________    ________    ________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.6676     1.8734      1.1234      -1.9469    13.263          0    0.23464    0.76536    0.00051538       0         -1.8789     -1.7212     -1.5422     -1.3409    -0.60874    -0.33762    0.19488    0.87124     1.9223     2.7871     3.3127     3.5573     3.7934     4.0133     4.1902     4.4893     4.8467         3.5097                   1                3.358                0.37143              9.9683             0.99123               1.0193                0.63869         -0.0029184     -0.025345     -0.073597      -0.10247    -0.12321     -0.13739     -0.14053     -0.10896     0.018825      0.23112      0.41422      0.51687       0.6275       0.7469      0.86988      0.97426       0.99783  
    cl_mt_pol_a    -6.6267     4.8258    -0.72823      -16.185    44.248    0.11472    0.88528          0     0.0016565       0         -16.185     -15.338     -14.947     -14.575     -12.307     -11.916    -10.295    -8.7872    -5.9715    -3.6374    -2.4519     -1.552    -1.2311          0          0          0          0          3.358             0.37143               23.288                      1              9.7366             0.37586                -1.83               -0.44516          0.0040458      0.063862       0.14619       0.26066     0.32808       0.4257      0.50418      0.64852      0.81438        0.923      0.96944      0.98481      0.99536            1            1            1             1  
    cl_mt_coh      -7.2286      5.368     -0.7426      -16.557    50.177          0    0.88523    0.11477     0.0012624       0         -16.557     -16.485     -16.449     -16.413     -13.564     -13.208    -11.285    -9.6468    -6.5309    -3.8602    -2.5974    -1.5819    -1.2786    0.10446    0.17692    0.17692    0.17692         9.9683             0.99123               9.7366                0.37586              28.815                   1               2.8915                0.63232          0.0028915       0.06393        0.1474       0.26371     0.33405       0.4227      0.50903      0.65407      0.82006      0.92932      0.97378      0.98849      0.99713       1.0019            1            1             1  
    cl_mt_pol_c     2.2945    0.85186     0.37127     0.018371    8.0446          0          0          1       0.11472       0        0.018371    0.018371    0.018371    0.018371      2.1225      2.3197     2.4245     2.5208     2.5878     2.6296     2.6647     2.6965     2.7275     2.7815     2.8965     3.3511     3.8656         1.0193             0.63869                -1.83               -0.44516              2.8915             0.63232              0.72567                      1         0.00091858    0.00091858    0.00091858    0.00091858      0.0311     0.079026       0.1306      0.23886      0.40586      0.57906      0.69226      0.75112      0.80941      0.86969      0.93109      0.98437       0.99832  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=76    4.9131     0.93376    0.0069926       0.11275          0.48903               9.6347                0.10647        -16.403    0.0036518

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 24.954029 seconds.
Elapsed time is 8.545044 seconds.
                    mean          sd        coefofvar        min         max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10        p15         p20          p25         p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65     fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    __________    _________    ___________    ______    ________    ________    _______    __________    __________    _______    _______    ________    _______    ________    ________    _________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -52.234    1.6415e+05     -3142.5     -8.8251e+08    3.7319           0    0.056062    0.94394    1.1892e-10     2.245e-34    -15.416    -3.5168    -0.15502    0.70273      1.1048      1.3486        1.532     1.7681     2.0165    2.2163    2.3453    2.4128    2.4852    2.5741    2.6932    2.8807    3.0499       2.6944e+10                  1               664.7              0.0022044              848.07             0.002736               65.967             0.0020368             1.0331       1.0342      1.0351      1.0348       1.0339       1.0327       1.0313       1.0281       1.0226         1.0165      1.0121       1.0099       1.0076       1.0052       1.0027       1.0006        1.0001  
    cl_mt_pol_a      1.036        1.8369      1.7731         -16.003    49.653    0.015027     0.27395    0.71103    2.4066e-13    2.6956e-32    -4.3944    -3.0055     -1.7302    -1.1049    -0.70372    -0.38998      -0.1421    0.28465    0.90175    1.5188     2.136    2.4004    2.8412    3.3702    4.3399     6.103    8.4833            664.7          0.0022044              3.3744                      1              3.2737              0.94375              0.35125               0.96909         -0.0046323    -0.035208    -0.12084    -0.18942     -0.23341     -0.25653     -0.27022     -0.25834     -0.16527     -0.0042971     0.19613      0.27732       0.4121      0.55841      0.75323      0.93183       0.99145  
    cl_mt_coh       1.1425        1.8884      1.6529         -16.371    50.136           0     0.25855    0.74145    3.3081e-12    1.7383e-32    -4.6372    -3.1541     -1.7598    -1.0862    -0.64237    -0.31334    -0.020951    0.39685     1.0183    1.6658    2.2611    2.5535    2.9974      3.53    4.4804     6.282    8.6528           848.07           0.002736              3.2737                0.94375              3.5659                    1              0.33904               0.90993         -0.0048131    -0.033814    -0.11453    -0.17706     -0.21504     -0.23308      -0.2405     -0.22366     -0.12944       0.044948     0.21956      0.31818      0.44698      0.58585       0.7592      0.93663       0.99164  
    cl_mt_pol_c     1.2629       0.19731     0.15624       0.0036518    5.2968           0           0          1      9.68e-09     2.245e-34    0.57684    0.76961     0.91904    0.99774       1.054      1.0926       1.1282     1.1999     1.2746     1.349    1.4107     1.435    1.4501    1.5118    1.5482     1.653    1.7897           65.967          0.0020368             0.35125                0.96909             0.33904              0.90993             0.038932                     1          0.0004068    0.0054364    0.032988    0.070961      0.11164      0.15471      0.20045      0.29169      0.43761        0.59692     0.70285      0.76017      0.81717      0.87579      0.93565      0.98644       0.99855  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save     fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    __________    _____________    _____________    ______________________    _______________    _______    _________

    j=77    4.4935     0.9543     0.00052601       0.98467          0.33353               4.648                 0.14799        -10.729    0.0070297

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 48.496541 seconds.
Elapsed time is 19.928257 seconds.
                      mean            sd        coefofvar        min         max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY       p0_1            p1             p5             p10            p15            p20            p25          p35        p50        p65        p75        p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ___________    __________    _________    ___________    ______    ________    _______    ________    __________    ________    ___________    ___________    ___________    ___________    ___________    ___________    ___________    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -9.2445e+05    2.3562e+06     -2.5487     -1.3192e+07     3.178           0    0.95597    0.044031    0.00022216    0.011839    -1.2817e+07    -1.0941e+07    -6.9452e+06    -4.0541e+06    -1.2061e+06    -3.9248e+05    -1.5623e+05     -21308    -2449.5    -328.81    -86.175    -41.877    -13.568    -3.6034    -3.4334     3.178     3.178       5.5516e+12                 1             2.0214e+07             0.46204             2.0643e+07           0.47041              1.14e+06              0.11157              0.02394       0.12937      0.50737       0.7961      0.93708      0.98127      0.99173      0.9984       0.9998      0.99997      0.99999            1            1            1            1         1             1     
    cl_mt_pol_a         18.969        18.568     0.97883         -10.467    49.974    0.015195      0.125     0.85981    2.0056e-05     0.13758        -9.5757        -7.3502        -2.3442         -0.374       0.069241        0.96184         2.9905     6.3174     13.053     24.007     35.124     41.778     48.513     49.974     49.974    49.974    49.974       2.0214e+07           0.46204                 344.77                   1                 345.52           0.99911                34.059              0.42299          -0.00055087    -0.0044903    -0.013804    -0.016868    -0.016994    -0.015676    -0.010237    0.016031     0.089103      0.23169      0.38621      0.48618      0.60565            1            1         1             1     
    cl_mt_coh           19.093        18.625     0.97549         -10.697    50.189           0    0.11449     0.88551    2.2881e-05    0.050836        -10.539        -8.0225        -2.4599       -0.26778        0.21935         1.1518         3.1028     6.4708      13.17      24.17     35.251     41.989     48.728     50.111     50.189    50.189    50.189       2.0643e+07           0.47041                 345.52             0.99911                 346.88                 1                34.062              0.42173          -0.00066774     -0.004934    -0.014884    -0.017858    -0.017634    -0.015906    -0.010386    0.015741     0.089901      0.23303      0.38669      0.48778      0.60688      0.75145            1         1             1     
    cl_mt_pol_c         1.2997        4.3365      3.3366       0.0070297    36.082           0          0           1     0.0040345    0.011839      0.0070297       0.028572        0.03741       0.064883       0.085413       0.094263        0.11633    0.12305    0.28558    0.45778    0.62912    0.79624     1.0984     1.7103     3.6599    36.082    36.082         1.14e+06           0.11157                 34.059             0.42299                 34.062           0.42173                18.805                    1           2.1821e-05     0.0001504    0.0013689    0.0031614    0.0061602     0.009616     0.013565    0.022757     0.045885     0.086266      0.12835      0.15646      0.19107      0.23738      0.39264         1             1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=78    2.6312     0.89035    0.046293        0.46103          0.35411               3.4701                0.10359        -13.816    0.02298 

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 18.598583 seconds.
Elapsed time is 9.958863 seconds.
                    mean        sd       coefofvar      min       max        pYis0       pYls0      pYgr0       pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75         p80         p85        p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    _________    _______    ________    __________    __________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    ________    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -7.4459     17.308     -2.3245     -286.85    5.0775            0    0.79675     0.20325    2.9259e-05    1.2488e-54    -217.68    -78.851    -27.933    -17.317     -12.66    -9.9137    -8.0197    -5.5075    -3.1126    -1.4049    -0.44192    0.026492    0.51001     1.0251      1.6249    2.3922    2.9831         299.56                   1               26.245               0.54041               30.288             0.57991               3.2983               0.58773             0.03726       0.1827     0.41671     0.56237      0.66216      0.73685      0.79694      0.88605      0.97134       1.0161       1.0285       1.0298        1.028       1.0229       1.0141       1.0036        1.0004  
    cl_mt_pol_a    -5.7022      2.806    -0.49209     -13.479    47.788    0.0021889    0.97034    0.027471    3.7188e-06    1.7844e-53    -12.581    -11.539    -10.016    -9.1951    -8.5766    -8.1128    -7.7089    -6.9532    -5.8986    -4.7886     -3.8522     -3.3437    -2.7013    -1.9193    -0.74431    1.2278    3.5925         26.245             0.54041               7.8735                     1               8.2902             0.97907              0.89149               0.97986           0.0024508     0.021372    0.096243     0.18128       0.2592      0.33083      0.40075      0.52831       0.6973      0.83766      0.91464      0.94508      0.97195      0.99202        1.004       1.0038        1.0008  
    cl_mt_coh      -6.0352     3.0176    -0.50001     -13.784    50.133            0    0.96892    0.031082     2.609e-05    4.6603e-54    -13.503    -12.319    -10.688    -9.7843    -9.1619    -8.6401    -8.1884    -7.3703    -6.2261    -5.0317     -4.0582      -3.496    -2.8135    -1.9604    -0.71563    1.3418    3.8663         30.288             0.57991               8.2902               0.97907               9.1062                   1              0.93835               0.95903             0.00234     0.021822    0.097129     0.18157      0.26128      0.33401      0.40292      0.53155      0.70265      0.84064      0.91602      0.94748      0.97359      0.99334       1.0047        1.004        1.0008  
    cl_mt_pol_c    0.86036    0.32424     0.37686     0.02298    6.1158            0          0           1    0.00079102    1.2488e-54    0.10909    0.22523    0.35185    0.43915    0.52589     0.5753    0.62663     0.7149    0.84362     0.9751      1.0747      1.1333     1.2032     1.2883       1.411    1.6921     1.977         3.2983             0.58773              0.89149               0.97986              0.93835             0.95903              0.10513                     1          4.6527e-05    0.0020563    0.015984    0.038874     0.067485     0.099474      0.13434       0.2126      0.34878      0.50752      0.62582      0.69023      0.75785      0.83003      0.90838      0.97895       0.99761  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=79    3.6211     0.93386    0.053843        0.9196           0.39469               8.1998                0.11163        -11.72     0.02779 

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 25.318577 seconds.
Elapsed time is 10.136220 seconds.
                    mean       sd      coefofvar      min       max        pYis0        pYls0       pYgr0      pYisMINY     pYisMAXY       p0_1        p1          p5        p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    _______    ______    _________    _________    _______    __________    _________    ________    _______    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.7639    52.853      19.123     -5013.3    5.6612            0     0.051588    0.94841    5.5594e-07    0.0041786     -267.16    -19.405    -0.17447    2.6784    3.7229    4.2539    4.5827    4.9692     5.262    5.4232     5.497    5.5287    5.5617    5.5936    5.6246    5.6468    5.6612         2793.5                    1              76.348               0.11494               80.952             0.11558               6.3629               0.066548            -0.43119      -0.60856     -0.68411    -0.65581     -0.59682     -0.52403     -0.44419      -0.2705     0.008171      0.29828      0.49606      0.59568      0.69627      0.79678      0.89826      0.98948          1     
    cl_mt_pol_a    30.577    12.568     0.41101     -11.434    47.445    5.476e-05    0.0013173    0.99863     1.792e-08     0.078646    -0.44791     3.5207      8.6883    12.525    15.657    18.319    20.824    25.287    31.708    37.737    41.965    43.922    45.723    47.132    47.445    47.445    47.445         76.348              0.11494              157.94                     1                166.3             0.99858               16.302                0.71705         -9.8926e-05    0.00054887    0.0090623    0.026729     0.050388     0.078092      0.11038      0.18501      0.32637      0.49532      0.62743      0.69672      0.77161      0.84746            1            1          1     
    cl_mt_coh       32.34    13.252     0.40976     -11.688    50.143            0    0.0012344    0.99877    3.3658e-08      0.04584    -0.35503     3.8254       9.299    13.341    16.587     19.42    22.033    26.792    33.475    39.911    44.339     46.43    48.328    49.813    50.115    50.143    50.143         80.952              0.11558               166.3               0.99858                175.6                   1               16.926                0.70607         -0.00010036    0.00056157    0.0092598     0.02684     0.050125     0.078119      0.11005       0.1858      0.32525      0.49604      0.62608      0.69724      0.77203      0.84797      0.92893            1          1     
    cl_mt_pol_c    2.9162     1.809     0.62034     0.02779    17.154            0            0          1    1.7743e-05    0.0041786     0.24717    0.56924      1.0208    1.3194     1.525    1.7392    1.9036    2.2422    2.6621    3.1071     3.408    3.6281    3.9045    4.3578      5.59    10.544    17.154         6.3629             0.066548              16.302               0.71705               16.926             0.70607               3.2726                      1          6.9136e-05      0.001451     0.012826    0.032777     0.057219     0.085358      0.11657      0.18743      0.31344      0.46143      0.57275      0.63319      0.69726      0.76615      0.84941      0.97267          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=80    1.7517     0.91214    0.058346        0.24206          0.17456               2.616                 0.13071        -17.664    0.0088346

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.160974 seconds.
Elapsed time is 24.476175 seconds.
                    mean        sd       coefofvar       min        max        pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50        p65        p75         p80         p85        p90        p95         p99        p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    _________    _______    ________    __________    ________    _________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    ________    ________    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -6.2342     8.1154     -1.3018       -42.965    10.141            0    0.81358     0.18642    3.4154e-05       0          -42.903    -37.071    -23.848    -16.411    -12.701    -10.387    -8.7347    -6.4238    -3.9923    -2.0936    -0.83105    -0.20391    0.48507     1.2282      1.9993      2.6301     2.9937          65.86                   1               22.753               0.84219               26.697             0.91229                1.9016              0.84952           0.0085489     0.064894     0.25455     0.41184      0.52781       0.6194      0.69586       0.8163      0.94001       1.0125       1.0361       1.0402        1.039       1.0322       1.0192       1.0044        1.0005  
    cl_mt_pol_a    -6.5253      3.329    -0.51017        -16.12    46.655    0.0062976    0.98725    0.006457    2.1721e-05       0          -15.546    -14.558    -12.332    -10.827    -9.9598    -9.2647    -8.6945    -7.7951    -6.5066    -5.2634     -4.1907     -3.6072    -2.8581     -1.963    -0.91268           0    0.43779         22.753             0.84219               11.083                     1               11.485             0.95675               0.85255              0.92848           0.0025884     0.023121     0.10469     0.19332      0.27259      0.34583      0.41592      0.54083      0.70529      0.84093      0.91424      0.94336      0.96815      0.98659      0.99749       1.0003        1.0001  
    cl_mt_coh      -6.9563     3.6059    -0.51836       -16.491    50.167            0    0.98532     0.01468    0.00027679       0          -16.457    -15.644    -13.256    -11.642    -10.643      -9.91    -9.3088    -8.3305    -6.9414    -5.5735     -4.4386     -3.7735    -2.9731    -2.0161    -0.88125    0.099652    0.59681         26.697             0.91229               11.485               0.95675               13.002                   1               0.96922              0.97451           0.0023692     0.023416     0.10604     0.19497      0.27623      0.34862      0.41924      0.54491      0.70901      0.84524      0.91579      0.94532      0.96977      0.98796      0.99822       1.0004        1.0001  
    cl_mt_pol_c    0.80372    0.27582     0.34318     0.0088346    5.5044            0          0           1     0.0040103       0        0.0088346    0.34693    0.40282    0.44907      0.499    0.54692    0.59018    0.67305    0.77614    0.90178     0.99264      1.0537      1.124     1.2059      1.3006      1.4066     1.5089         1.9016             0.84952              0.85255               0.92848              0.96922             0.97451              0.076077                    1          4.4082e-05    0.0023539    0.021296    0.047766     0.077366      0.10979      0.14529      0.22403      0.35955      0.51599      0.63357      0.69716      0.76477      0.83714      0.91499      0.98207       0.99811  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=81    3.8392     0.94181    0.041947        0.15755          0.38036               8.0936                0.10773        -15.416    0.01168 

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 29.174947 seconds.
Elapsed time is 20.179752 seconds.
                    mean       sd      coefofvar        min         max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10          p15         p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25     fracByP35     fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ___________    ______    ________    ________    _______    __________    __________    _______    _______    ________    ________    _________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.1749    4.1383      1.3035     -1.0809e+05    5.8668           0    0.009168    0.99083     4.277e-12    7.6902e-23    -4.3555    0.10998      1.7431      2.2365       2.4992     2.6827     2.8266     3.0353    3.3078    3.5487    3.7186    3.8213    3.9321    4.0647    4.2535    4.5598    4.8565         17.126                   1               1.6949               0.19008                1.729             0.18503               0.15599              0.20212          -0.0029707    -0.0060692     0.009192     0.041371     0.078579      0.12102      0.16315        0.25607     0.40806      0.56808      0.68193      0.74235      0.80268       0.8651      0.93076      0.98523       0.99846  
    cl_mt_pol_a      1.98    2.1546      1.0882          -15.04    47.987    0.012824     0.15325    0.83393    4.2148e-15     8.472e-21    -4.0484    -2.3115    -0.96935     -0.4167    -0.021946    0.22847    0.48027    0.98388    1.7393    2.4947    3.1662    3.5858    4.0894    4.8449     5.936    8.2022     11.14         1.6949             0.19008               4.6423                     1               4.7474             0.97581               0.38835              0.96648          -0.0025028     -0.015625    -0.046569    -0.062635    -0.067655    -0.064585    -0.055457      -0.013271    0.094454      0.24721      0.38772      0.47212      0.56951      0.68739      0.81877      0.95274       0.99387  
    cl_mt_coh      2.1795     2.258       1.036         -15.384    50.138           0     0.14055    0.85945    1.8983e-13    5.3234e-21    -4.3466    -2.3881    -0.93588    -0.32369     0.087109    0.37595    0.63831     1.1366    1.8972    2.7372    3.4369    3.8742    4.3989    5.1595    6.3229    8.6842    11.745          1.729             0.18503               4.7474               0.97581               5.0985                   1               0.39485              0.93766          -0.0023961     -0.014977    -0.043357    -0.056535    -0.058823    -0.052782    -0.041575    -0.00046366     0.10254      0.26752        0.406      0.48865      0.58366      0.69138      0.82538      0.95456        0.9941  
    cl_mt_pol_c    1.3572    0.1865     0.13742         0.01168    5.7801           0           0          1    2.4935e-10    7.6902e-23    0.72416    0.90276      1.0293      1.1073       1.1703     1.2046     1.2324     1.3079     1.359    1.4351    1.4821    1.5116     1.545    1.5858    1.6388    1.7768    1.9419        0.15599             0.20212              0.38835               0.96648              0.39485             0.93766              0.034781                    1          0.00048112     0.0061291     0.035019     0.075038      0.11641      0.16143      0.20557        0.30028     0.44638      0.60087      0.70811      0.76403      0.81945      0.87826      0.93645      0.98644       0.99853  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=82    2.1772     0.91467    0.037047        0.35886          0.28334               6.5466               0.097242        -16.187    0.024882

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 22.147391 seconds.
Elapsed time is 14.006668 seconds.
                    mean        sd      coefofvar      min        max        pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65        p75        p80        p85         p90         p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    _________    _______    ________    __________    ________    ________    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    _______    ________    ________    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -3.1724    8.2393     -2.5972      -62.979    7.8418            0    0.57388     0.42612     1.906e-05       0         -62.768    -43.031    -18.025    -10.464    -7.2154    -5.3313    -4.0379    -2.3097    -0.63782    0.58885     1.2651     1.5722       1.883      2.1921      2.567    3.0836    3.5857         67.886                   1               21.276                0.8246               24.008             0.85967                1.8214              0.77539            0.022239      0.16474      0.5077     0.72172      0.85853      0.95639       1.0293        1.127       1.1942        1.194       1.1643       1.1421       1.1144       1.0827       1.0446       1.0104        1.0012  
    cl_mt_pol_a      -4.03    3.1316    -0.77707      -15.792    47.958    0.0057518    0.93087    0.063373    2.1687e-06       0         -14.755    -13.139    -9.9138    -8.2758    -7.2525    -6.5267    -5.8816    -4.9139     -3.6236    -2.4139    -1.6344    -1.2244    -0.80107    -0.32801    0.17632    1.2002    2.4801         21.276              0.8246               9.8068                     1               10.365             0.97651               0.85491              0.95755           0.0037451      0.03516     0.14703     0.25944      0.35568      0.43892      0.52049      0.65297       0.8116      0.92278      0.97151      0.98934       1.0025       1.0089       1.0099       1.0043        1.0007  
    cl_mt_coh      -4.2604    3.3895    -0.79559      -16.155    50.124            0     0.9254      0.0746    7.6196e-06       0         -16.062    -14.139    -10.599    -8.8529    -7.7448    -6.9485    -6.2637    -5.2019     -3.8515    -2.5242    -1.6625      -1.22     -0.7545    -0.26983     0.2842    1.3691    2.6964         24.008             0.85967               10.365               0.97651               11.489                   1               0.92897              0.96132           0.0043791     0.035424     0.14909     0.26236      0.36221       0.4471      0.52401      0.65734      0.81677      0.92885      0.97675      0.99362       1.0057       1.0112       1.0112       1.0045        1.0007  
    cl_mt_pol_c    0.96564    0.2851     0.29524     0.024882    5.0769            0          0           1     0.0015459       0        0.024882    0.36995    0.46982    0.57609    0.65103    0.71384    0.76499    0.85998     0.98412     1.0879     1.1655     1.2058       1.247      1.3296     1.4092    1.6155    1.7614         1.8214             0.77539              0.85491               0.95755              0.92897             0.96132              0.081281                    1          3.9833e-05    0.0030676    0.020542    0.047598     0.079756      0.11494      0.15337      0.23773      0.38085      0.54235       0.6588      0.71995      0.78325      0.85016      0.92132      0.98295       0.99812  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=83    4.3029     0.9629     0.056382        0.24615          0.12426               7.1154                0.1153         -9.4395    0.0050058

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 32.835265 seconds.
Elapsed time is 27.649796 seconds.
                    mean         sd        coefofvar         min         max        pYis0         pYls0       pYgr0     pYisMINY     pYisMAXY     p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    __________    __________    ___________    ______    __________    __________    _____    __________    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      8.0718    0.00099583    0.00012337    -1.2008e+07     8.074             0    3.7801e-25      1      1.5498e-36    0.001724    8.0678    8.0692    8.0702    8.0706    8.0708    8.0711    8.0712    8.0715    8.0719    8.0722    8.0723    8.0726    8.0727    8.0728     8.073    8.0735     8.074       9.9168e-07                 1             0.0002035               0.9624             0.00017892           0.79025             8.8775e-05             0.80357           0.0010713     0.010226    0.051569     0.10626      0.15784      0.21663      0.26655      0.35018      0.53325      0.65005      0.75612      0.80308      0.88535      0.90729      0.95826      0.99058          1     
    cl_mt_pol_a    47.138       0.21233     0.0045045        -8.7441    47.331    4.7083e-23    2.7648e-22      1      1.8178e-38     0.29114    46.128    46.504    46.805     46.88    46.955    46.955     47.03    47.106    47.181    47.256    47.331    47.331    47.331    47.331    47.331    47.331    47.331        0.0002035            0.9624              0.045086                    1               0.042024           0.87049               0.015713             0.66704           0.0011928     0.011981    0.074781     0.11589      0.21084      0.21084      0.30177      0.43022      0.57642      0.70766            1            1            1            1            1            1          1     
    cl_mt_coh      49.924       0.22736     0.0045542        -9.4075    50.148             0    1.9959e-22      1      7.0206e-38     0.15525    48.847    49.266    49.534    49.671    49.721     49.75    49.801     49.88     49.96    50.061     50.09    50.119    50.148    50.148    50.148    50.148    50.148       0.00017892           0.79025              0.042024              0.87049               0.051693                 1               0.013981             0.55431           0.0010182    0.0099272    0.052028      0.1198       0.1607      0.21458      0.25396      0.36247      0.49912      0.64951      0.75644      0.84405            1            1            1            1          1     
    cl_mt_pol_c    3.9376       0.11094      0.028174      0.0050058    4.5332             0             0      1      1.9415e-36    0.001724    3.7159    3.7928    3.8098    3.8152    3.8274    3.8457    3.8677    3.9022    3.9191    3.9379    3.9557      3.99    4.0394    4.0695     4.149    4.3157    4.5332       8.8775e-05           0.80357              0.015713              0.66704               0.013981           0.55431               0.012307                   1          0.00095369    0.0096754    0.051056    0.097772       0.1459       0.2104      0.24448      0.34572      0.51644      0.68274      0.74113      0.80824      0.88463       0.9011      0.95483      0.98977          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=84     2.794     0.91229    0.0013215       0.78616          0.19238               3.0009                0.14416        -8.7018    0.026298

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 18.079696 seconds.
Elapsed time is 7.047868 seconds.
                     mean        sd      coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20         p25         p35         p50          p65         p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    ______    _________    ________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    _______    ________    ________    ________    ________    _________    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       0.21787    5.2196      23.957      -380.67    5.4555           0    0.27937    0.72063    3.0794e-06       0        -51.824     -14.23    -5.0843    -2.6534    -1.5164    -0.77797    -0.24987      0.4826      1.2265       1.7541     2.0746     2.2552      2.428    2.6343    2.9081     3.351    3.7103         27.245                   1               4.8677                0.5719               5.1054             0.56214              0.95414               0.53716            -0.47898      -1.4234    -2.8858      -3.7307      -4.1982      -4.4559      -4.5719      -4.5054       -3.898      -2.8564      -1.9756      -1.4798     -0.92788     -0.34599      0.27815      0.84066       0.98276  
    cl_mt_pol_a    -0.60873    1.6307     -2.6788       -8.413    48.445    0.028187    0.61506    0.35676    5.0511e-08       0        -6.4642    -4.9761    -3.5833    -2.7473    -2.2453     -1.8513      -1.511    -0.97762    -0.40344    0.0092559    0.32276    0.55788      0.793    1.1849    1.8903    3.3794    5.4171         4.8677              0.5719                2.659                     1               2.8078             0.98958              0.51238               0.92335            0.011613     0.092674    0.36559      0.62271      0.83443      0.99817       1.1424       1.3426       1.5026       1.5407       1.5099       1.4615       1.4208       1.3411       1.2194       1.0697        1.0093  
    cl_mt_coh      -0.57424      1.74     -3.0301      -8.6698    50.185           0    0.59059    0.40941    1.1625e-06       0        -6.9859    -5.2997    -3.8064     -2.905    -2.3534     -1.9229     -1.5327    -0.94304    -0.31299      0.15566    0.43144    0.62875    0.90231    1.2947    1.9988    3.5324    5.5303         5.1054             0.56214               2.8078               0.98958               3.0276                   1              0.51555               0.87067            0.013124      0.10661    0.41361      0.70557      0.93471       1.1144       1.2671       1.4829       1.6371       1.6494       1.5987       1.5528       1.4861        1.392       1.2529       1.0763        1.0107  
    cl_mt_pol_c      1.1918    0.3403     0.28553     0.026298    4.6477           0          0          1    2.3399e-05       0        0.26035    0.47103     0.6787    0.77662    0.85431     0.91018     0.95461      1.0337      1.1574       1.2942      1.452     1.5101     1.5452    1.6584    1.7812    2.0196     2.235        0.95414             0.53716              0.51238               0.92335              0.51555             0.87067              0.11581                     1          0.00017666    0.0031851     0.0232     0.054076      0.08835      0.12533       0.1645      0.24811      0.38604      0.54224      0.65492      0.71522      0.78109      0.84782      0.91944      0.98275       0.99809  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=85    1.7178     0.93119    0.011333        0.94429          0.32517               5.5118                0.10554        -5.0293    0.010381

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.930844 seconds.
Elapsed time is 7.308532 seconds.
                    mean        sd      coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY     pYisMAXY       p0_1        p1         p5         p10        p15        p20         p25         p35         p50        p65        p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65     fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    _______    _______    _______    __________    _________    ________    _______    _______    _______    _______    ________    ________    ________    _______    ________    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -9.1419    16.108     -1.762       -68.635    13.429          0    0.65901    0.34099    0.00044021    0.0018278     -65.169     -56.32    -43.009    -33.173    -26.692      -21.61     -17.116     -11.178    -5.1419    -0.22547    3.0234    4.2751    5.8281     7.654    9.7325    12.485    13.429         259.48                   1               98.445                 0.624               99.533             0.62185               14.484               0.64882            0.013119      0.066362      0.28121       0.4875      0.64987      0.78131      0.88819       1.0442       1.1702        1.2083      1.1933       1.1733       1.1458       1.1089       1.0618       1.0142          1     
    cl_mt_pol_a     5.0677     9.794     1.9326       -4.9066     49.44    0.01767    0.32389    0.65844    7.9006e-05    0.0053482     -4.7211    -4.5491    -3.1517    -2.0968    -1.3801     -0.8226    -0.43118    0.046448     1.4286      3.8291    6.7389    8.9212    12.122    17.141    26.816    46.603     49.44         98.445               0.624               95.922                     1               96.912             0.99584                12.24               0.90179          -0.0018424    -0.0091345    -0.039169    -0.064553    -0.081222     -0.09225    -0.098037     -0.10089    -0.079617    -0.0067059    0.096392      0.17193      0.27573      0.41821      0.62719      0.90423          1     
    cl_mt_coh       5.2006    9.9364     1.9106       -4.9973    50.135          0    0.30526    0.69474    0.00011116    0.0023359     -4.9457     -4.747    -3.3492    -2.1721    -1.3666    -0.77432    -0.35869     0.18207     1.5063      4.0076    6.9246    9.1574    12.369    17.419    27.255    47.214    50.135         99.533             0.62185               96.912               0.99584               98.733                   1               12.074               0.87682          -0.0022983    -0.0094628    -0.039934    -0.066375    -0.082879    -0.093416     -0.09842    -0.099151    -0.076457     0.0002421     0.10266      0.17954      0.28206      0.42283      0.63154        0.905          1     
    cl_mt_pol_c     1.3453    1.3859     1.0301      0.010381    14.294          0          0          1     0.0091712    0.0018278    0.010381    0.20603    0.30926    0.33721    0.36123     0.39472     0.43786     0.60396    0.87636      1.3126    1.7415    1.9993    2.3664    2.9017      3.88    6.5379    14.294         14.484             0.64882                12.24               0.90179               12.074             0.87682               1.9206                     1          7.0771e-05    0.00018274     0.008678      0.02071     0.033673     0.047699     0.063211       0.1007      0.18307       0.30621     0.41927      0.48804      0.56821       0.6659      0.78925       0.9308          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=86    3.2554     0.96899    0.019496        0.88307          0.33104               2.6175                0.11244         -8.74     0.018686

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 37.994178 seconds.
Elapsed time is 5.628591 seconds.
                    mean       sd       coefofvar      min        max        pYis0         pYls0       pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5         p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    __________    _________    _______    __________    _________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      6.6037     17.407      2.6359      -3574.9    12.242             0     0.097162    0.90284    1.8438e-07    0.0017559    -83.488    -21.712    -4.8105    0.17674    2.7431    4.3864    5.5772    7.2751    8.9355     10.09    10.715    10.999    11.276    11.543    11.853    12.132    12.242         302.99                   1               73.514               0.30686               74.324             0.30416               3.5395               0.26071            -0.040794      -0.089826     -0.15269    -0.16742     -0.15542     -0.12811     -0.090227    0.0082184     0.19403      0.41023      0.56777      0.65001      0.73438        0.821      0.90948      0.98158          1     
    cl_mt_pol_a    24.883     13.763     0.55312      -8.5268    49.044    0.00040601    0.0046983     0.9949    2.4898e-08     0.031736    -1.3621    0.67045     3.8286     6.6786    9.1435    11.377    13.534    17.771    24.087    30.865    36.026    38.876     41.88    45.115    48.351    49.044    49.044         73.514             0.30686               189.42                     1               192.94             0.99859               8.6198               0.80302          -0.00010328    -8.6658e-05    0.0038758    0.014689     0.030875     0.051323      0.076778      0.14007     0.26606      0.43036      0.56518      0.64109      0.72167      0.80777      0.90301            1          1     
    cl_mt_coh      25.452     14.038     0.55157       -8.708    50.144             0    0.0043459    0.99565    1.0141e-07    0.0051763    -1.3994    0.74891     3.9912     6.8688    9.3592    11.665    13.858    18.177    24.616    31.583    36.816    39.694    42.762    46.134    49.359    50.116    50.144         74.324             0.30416               192.94               0.99859               197.08                   1               8.6629                0.7912          -0.00010583    -7.6229e-05     0.003959    0.014702      0.03074     0.051392      0.076624      0.13971      0.2654       0.4309      0.56489      0.63984      0.72073      0.80824      0.90205       0.9898          1     
    cl_mt_pol_c    1.7557    0.77994     0.44423     0.018686    9.0157             0            0          1    2.6088e-06    0.0017559    0.30068    0.53785    0.83516     1.0006    1.1294    1.2024    1.3072    1.4721     1.685    1.9046    2.0801    2.1553    2.2859    2.4405    2.7385    4.4127    9.0157         3.5395             0.26071               8.6198               0.80302               8.6629              0.7912               0.6083                     1           0.00013925      0.0024571     0.018816    0.044959     0.075068      0.10813        0.1443      0.22299     0.35737      0.51009      0.62273      0.68302      0.74586      0.81246      0.88504      0.96604          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=87    3.0523     0.92635    0.038737        0.12827          0.28583               7.4515                0.10667        -19.393    0.0056244

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 23.686004 seconds.
Elapsed time is 9.989658 seconds.
                     mean        sd       coefofvar       min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10        p15        p20        p25        p35         p50         p65        p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    ________    ________    _______    __________    __________    _______    _______    ________    _______    _______    _______    _______    ________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         1.851     28.919      15.623        -20196     6.105           0    0.055988    0.94401    3.3676e-09    4.0784e-97    -12.147    -2.9053    -0.14916    0.71319     1.1461     1.4344     1.6458      1.9497      2.2477     2.4748     2.6254     2.7038     2.7913    2.8996    3.0452    3.3022    3.5774         836.28                    1               2.559               0.067032              2.8593              0.0694               0.27787              0.056251          -0.051789    -0.076773    -0.099952    -0.090522    -0.064896    -0.029093    0.013398      0.11005      0.28123      0.47337      0.61234      0.68899       0.7589      0.83543      0.91527      0.98184       0.99805  
    cl_mt_pol_a    -0.42116     1.3201     -3.1345        -18.92    48.135    0.028461     0.59437    0.37717    9.5646e-12     2.104e-95    -6.7507    -4.3627      -2.822    -2.0993    -1.6802    -1.3449    -1.0934    -0.68689    -0.25507     0.0855    0.35344    0.62137        0.8    1.0679    1.4252    2.3183      3.39          2.559             0.067032              1.7427                      1              1.8212             0.96835               0.21998               0.97555           0.018446       0.1317      0.45597      0.74764      0.97051       1.1614       1.308        1.508       1.6698       1.6842       1.6252       1.5314        1.459       1.3586       1.2337       1.0614        1.0087  
    cl_mt_coh      -0.35697     1.4247     -3.9911       -19.361    50.137           0     0.54851    0.45149    4.6322e-10    2.3448e-95    -7.2892    -4.6916      -2.955    -2.1867    -1.7229    -1.3518    -1.0735    -0.63573    -0.14574    0.22535    0.50366    0.70358    0.91525    1.2197    1.6169    2.5446    3.6579         2.8593               0.0694              1.8212                0.96835              2.0298                   1               0.22665               0.93135           0.023935      0.16588      0.57195      0.93044       1.2005       1.4302       1.602       1.8275       1.9845       1.9545       1.8497       1.7625       1.6474       1.4948       1.3029       1.0782         1.011  
    cl_mt_pol_c      1.2245    0.17082     0.13949     0.0056244    4.7768           0           0          1    3.7676e-07    4.0784e-97    0.55526    0.77884     0.94054     1.0113     1.0563     1.0918     1.1186      1.1636      1.2167     1.3074     1.3435       1.38     1.4003    1.4457    1.4881    1.5844    1.6689        0.27787             0.056251             0.21998                0.97555             0.22665             0.93135              0.029178                     1         0.00037122    0.0056245     0.034324     0.074524      0.11716      0.16208     0.20628      0.30023      0.44489      0.59856      0.71057      0.76438      0.82197      0.87852      0.93741      0.98679       0.99868  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=88    4.8692     0.92916    0.010837        0.15291          0.43535               2.4353                0.1448         -16.387    0.012751

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 24.557745 seconds.
Elapsed time is 7.844017 seconds.
                    mean       sd       coefofvar        min         max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10        p15        p20         p25          p35         p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85     fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    ________    ________    _______    __________    __________    _______    _______    ________    _______    _______    ________    ________    _________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    __________    _________    _________    _________    ___________

    cl_mt_val      1.2308     826.62      671.6      -5.5248e+06    3.5505           0    0.071573    0.92843    9.6242e-11    1.5474e-41    -17.186    -4.1335    -0.53027    0.44315    0.90213      1.1859      1.3805        1.643     1.8903     2.0827    2.2029    2.2711    2.3436    2.4249    2.5335    2.7117    2.8736       6.833e+05                   1              5.3177              0.0036481              6.1909            0.0040838               0.5665             0.0034862           -0.26269     -0.31559    -0.37052    -0.36903     -0.34091     -0.29806     -0.24582     -0.12151     0.095188      0.33857      0.51279      0.60612         0.6972     0.79446      0.89301      0.97766       0.99764  
    cl_mt_pol_a    0.4788     1.7634      3.683          -15.987    49.464    0.019525     0.37629    0.60419    1.1474e-11    1.3311e-39    -5.2253    -3.7127      -2.393    -1.6882    -1.2314    -0.87015    -0.57465     -0.13388    0.47091    0.99772    1.5245    1.7879    2.2269    2.6659    3.4562    5.1244    7.1438          5.3177           0.0036481              3.1097                      1              3.0812              0.95276              0.33905               0.97806           -0.01219    -0.093379     -0.3364    -0.54526     -0.69679     -0.80678     -0.87995     -0.95215     -0.88809     -0.68008     -0.40074      -0.2348     -0.0053005     0.21708      0.54368      0.88279        0.9841  
    cl_mt_coh      0.5622     1.8339      3.262          -16.355    50.185           0     0.35386    0.64614    1.5628e-10    1.9734e-40    -5.5776    -3.9417     -2.4833    -1.7229    -1.2287    -0.83536    -0.51868    -0.036581    0.54635     1.1555    1.6618    1.9543    2.3477    2.8539    3.6144    5.2502    7.3299          6.1909           0.0040838              3.0812                0.95276              3.3632                    1              0.33395               0.92632          -0.011341    -0.083694    -0.30218    -0.48549     -0.61469     -0.70595     -0.76564     -0.81082     -0.74092     -0.51858     -0.26876     -0.10541       0.078285     0.31396       0.5893       0.8905        0.9856  
    cl_mt_pol_c    1.2514    0.19658     0.1571         0.012751    4.8809           0           0          1     7.096e-09    1.5474e-41    0.57521    0.75577     0.92148    0.99734     1.0487      1.0857      1.1124        1.159     1.2508     1.3452     1.392      1.44    1.4483    1.4898    1.5513    1.6575    1.7696          0.5665           0.0034862             0.33905                0.97806             0.33395              0.92632             0.038645                     1         0.00040488    0.0054158    0.032855    0.071313      0.11228       0.1552      0.19894      0.28976      0.43986      0.59779      0.70174      0.75971        0.81673     0.87433      0.93622      0.98645       0.99861  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=89    4.4165     0.93992    0.053055        0.31382          0.37782               2.817                 0.12204        -10.892    0.012773

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 29.686004 seconds.
Elapsed time is 28.620938 seconds.
                    mean       sd       coefofvar        min         max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    _________    _________    _______    __________    __________    _______    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.6442     10.804      2.9648     -8.6357e+05    4.8237            0    0.0082963     0.9917    6.8564e-12    1.2446e-09    -5.1272     0.2875      2.1198     2.6565    2.9597    3.1744    3.3377     3.582    3.8489    4.0768    4.2336    4.3162       4.4    4.4875    4.5827    4.6845     4.747         116.74                    1              4.2502               0.066405              4.4493             0.065928             0.28416               0.071726          -0.0032836    -0.0060314      0.010611      0.044409     0.082944     0.12472      0.17011      0.26492      0.41878      0.58068      0.69474      0.75365      0.81327      0.87408      0.93632      0.98712       0.99869  
    cl_mt_pol_a     7.373     5.9238     0.80345         -10.627    47.481    0.0017063     0.056058    0.94224    3.2617e-14    8.7383e-08    -4.2729    -2.1358    -0.20771    0.86575    1.7161    2.4892    3.1849    4.4218    6.1998    8.3644    10.452    11.843    13.544    15.786    19.187    24.908    30.938         4.2502             0.066405              35.092                      1              36.874              0.99654              2.1557                0.99244         -0.00066801    -0.0041879     -0.009353    -0.0064902    0.0029563    0.017585     0.037021     0.089245      0.19613      0.34444        0.471      0.54732       0.6318      0.72871      0.84696      0.96311       0.99547  
    cl_mt_coh      7.8729     6.2462     0.79338          -10.86    50.156            0     0.053472    0.94653    3.0426e-12    1.6382e-08    -4.5299    -2.2001    -0.10286     1.0368     1.882     2.696     3.448    4.7505    6.6539    8.9022      11.1    12.546    14.357    16.768     20.33    26.323    32.735         4.4493             0.065928              36.874                0.99654              39.015                    1              2.2586                0.98614         -0.00066277    -0.0041076    -0.0088025    -0.0053798    0.0038171    0.018436      0.03842     0.090563      0.19904      0.34559      0.47196      0.54695      0.63232      0.73055      0.84758      0.96293       0.99552  
    cl_mt_pol_c    1.6767    0.36668     0.21869        0.012773    6.4125            0            0          1    9.6515e-11    1.2446e-09    0.73914    0.95156      1.1513       1.24    1.3379    1.3812    1.4189    1.5001    1.6273    1.7762    1.8869    1.9606     2.051    2.1739    2.3534    2.7014    3.0615        0.28416             0.071726              2.1557                0.99244              2.2586              0.98614             0.13445                      1           0.0003884     0.0051052      0.030711      0.066844      0.10542     0.14594      0.18801      0.27571      0.41606      0.56725      0.67654      0.73368      0.79344      0.85636      0.92382      0.98301        0.9981  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=90    1.6019     0.95353    0.042626        0.34872          0.46418               6.7446               0.097071        -13.205    0.010358

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 29.771466 seconds.
Elapsed time is 19.346028 seconds.
                    mean       sd       coefofvar      min        max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10        p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    _________    _______    __________    __________    _______    _______    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      7.2434     2.4821     0.34267      -21.117    18.822            0    0.0033881    0.99661     3.632e-08    6.3219e-10     -2.115     1.5425      3.4149     4.2217     4.7581    5.1815    5.5627    6.2223    7.1566    8.1337    8.8902     9.329    9.8305    10.472    11.406    13.129    14.942         6.1609                   1               11.243               0.96577               11.533             0.94868               0.75093              0.99179          -0.00066969    -7.9508e-05     0.015064       0.04167      0.072897      0.10805     0.14427      0.22609      0.36545      0.52271      0.64028      0.70365      0.76888      0.83925      0.91406      0.98079       0.99787  
    cl_mt_pol_a    5.3918     4.6899     0.86982      -12.883    47.956    0.0049504     0.070778    0.92427    1.7717e-08    3.4713e-08     -3.937    -1.7927    -0.33478    0.38292    0.95023    1.4365    1.9228    2.8953    4.4351    6.2991      7.92    8.8926    10.108    11.729    14.323    19.915     27.29         11.243             0.96577               21.995                     1               22.769             0.99123                1.3917              0.97278          -0.00094577     -0.0051654    -0.011843      -0.01112    -0.0045042    0.0065372     0.02227      0.06651      0.16957      0.31976      0.45358      0.52817       0.6158      0.71882       0.8358      0.95705       0.99447  
    cl_mt_coh      5.7307     4.8977     0.85464      -13.173    50.124            0     0.064969    0.93503    2.1686e-08    1.8087e-08     -4.147    -1.8425    -0.26006    0.47737     1.0689     1.622     2.129     3.143    4.7484    6.6919    8.3588    9.3959    10.663     12.33    15.057    20.926    28.577         11.533             0.94868               22.769               0.99123               23.988                   1                1.4288              0.95637          -0.00094345     -0.0050582    -0.011111    -0.0098682    -0.0030499    0.0097744    0.026125     0.071337      0.17523      0.32538        0.455      0.53265      0.61959      0.71929      0.83749      0.95761       0.99451  
    cl_mt_pol_c    1.5113    0.30504     0.20184     0.010358    7.0302            0            0          1    3.4187e-06    6.3219e-10    0.66805    0.83797      1.0051      1.136     1.2145    1.2604    1.3136    1.3981    1.5011     1.615    1.7023    1.7486    1.8059       1.9    2.0278    2.3023    2.6407        0.75093             0.99179               1.3917               0.97278               1.4288             0.95637              0.093051                    1           0.00040574      0.0050681     0.029853      0.065376       0.10461      0.14551     0.18852      0.27872      0.42113       0.5758      0.68597      0.74288      0.80125      0.86241      0.92743       0.9838       0.99816  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=91    3.3541     0.93553    0.014555        0.39296          0.30977               9.2948                 0.15          -15.115    0.006903

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.091379 seconds.
Elapsed time is 5.741734 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5         p10         p15         p20         p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    ________    _______    __________    __________    _______    ________    ________    ________    ________    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.3833     28.393      11.913       -51908    5.9552           0    0.019721    0.98028    5.7385e-10    9.9149e-66    -5.2434    -0.77866     0.91634      1.4867      1.7562      1.9538     2.1008     2.3075      2.553     2.783    2.9475    3.0289    3.1304    3.2521     3.424    3.7227     4.018         806.16                    1              1.1921               0.034047              1.2358             0.034047              0.19357              0.033888          -0.014091    -0.021596    -0.015582    0.011052     0.044769     0.085377      0.12718       0.22165      0.37427     0.54222      0.66295      0.72307      0.78994      0.85574      0.92533      0.98414        0.9983  
    cl_mt_pol_a    0.80965     1.2332      1.5232      -14.747    49.283    0.022503     0.23047    0.74703    7.0628e-13    9.9474e-65    -3.0001      -1.789     -0.9563    -0.51614    -0.27502    -0.12362          0    0.28889    0.63211    1.0611    1.4901    1.7476     2.005     2.434    3.0346    4.4075    6.1235         1.1921             0.034047              1.5208                      1               1.507              0.95586              0.23501               0.94723         -0.0044137    -0.030251    -0.091097    -0.13589     -0.16263     -0.17221     -0.17356      -0.14767    -0.065021    0.093994      0.26022      0.36395       0.4698       0.6024      0.76446      0.93896       0.99191  
    cl_mt_coh      0.97686     1.2784      1.3087      -15.083    50.192           0     0.18525    0.81475    3.0553e-11    1.2617e-64    -3.2111     -1.8653    -0.90774    -0.42543    -0.12427    0.049833    0.18394     0.4451     0.8333    1.2686    1.7038     1.925    2.2261    2.6614    3.2708    4.6636    6.4047         1.2358             0.034047               1.507                0.95586              1.6344                    1               0.2244               0.87248         -0.0039204    -0.026283    -0.076771    -0.10982      -0.1247     -0.12517     -0.11935     -0.085704     0.018957     0.17819      0.33609      0.41263      0.52902      0.64906      0.79352      0.94705       0.99304  
    cl_mt_pol_c     1.2754    0.20118     0.15773     0.006903    4.0342           0           0          1    6.6499e-08    9.9149e-66     0.6284     0.79506     0.93146      1.0029      1.0436      1.0904     1.1523     1.2116     1.3036    1.3828    1.4087    1.4476    1.4923     1.512    1.5918    1.7014    1.8263        0.19357             0.033888             0.23501                0.94723              0.2244              0.87248             0.040474                     1         0.00043897     0.005675     0.033557    0.071718      0.11318       0.1546      0.19809       0.29043      0.43791     0.59318      0.70458      0.75831      0.81883      0.87512       0.9362      0.98639       0.99855  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=92    3.6841     0.92505    0.036618        0.53905          0.2834                7.755                 0.10896        -8.2161    0.013021

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 18.686381 seconds.
Elapsed time is 8.302725 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10        p15        p20         p25         p35         p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    ________    _______    __________    __________    _______    _______    ________    _______    _______    ________    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.7784     6.7554      3.7985       -42819    4.7891           0    0.083439    0.91656    2.6284e-09    1.4132e-28    -15.706    -4.7205    -0.83293    0.27613    0.83984      1.2048       1.449      1.8099     2.1835    2.4862    2.6777    2.7884    2.9053    3.0433    3.2333    3.5425    3.8207         45.636                   1               2.7134               0.19594               2.7794             0.19055                0.3497              0.21157           -0.018952    -0.057515    -0.10524    -0.11055     -0.093796    -0.064547    -0.026997    0.065654      0.23915       0.4328       0.57601     0.65488      0.73345      0.81622      0.90402      0.97958       0.99781  
    cl_mt_pol_a    0.86618       2.05      2.3667      -7.8639    48.234    0.011082     0.33427    0.65465    1.2323e-12    1.6924e-27    -4.9525    -3.6888     -2.2581    -1.5428     -1.042    -0.67138    -0.39066    0.032558    0.70828     1.384    1.9846    2.4351    2.8856    3.4862    4.5373    6.6396    9.4175         2.7134             0.19594               4.2024                     1               4.3556             0.98401               0.48546              0.96785          -0.0061553    -0.048949    -0.18155    -0.28677      -0.36202     -0.41484     -0.44447    -0.46053     -0.38812     -0.21526     -0.024034     0.11822      0.26977      0.44358      0.67176       0.9099       0.98859  
    cl_mt_coh      0.99827     2.1592       2.163      -8.1841    50.139           0     0.31244    0.68756    3.4379e-11    1.0558e-27    -5.2748    -3.9008     -2.3442    -1.5418    -1.0211    -0.60784    -0.29375     0.14635    0.81995    1.5741    2.1968    2.6369    3.1039    3.7534    4.8161    7.0222    9.8481         2.7794             0.19055               4.3556               0.98401               4.6624                   1               0.49055               0.9285          -0.0060678    -0.045266    -0.16597    -0.26032       -0.3252     -0.36505     -0.39062    -0.39473     -0.32066     -0.13561      0.048329     0.16928      0.31131      0.48755      0.69174      0.91773       0.98907  
    cl_mt_pol_c     1.2892    0.24468     0.18979     0.013021    5.0786           0           0          1    1.2685e-08    1.4132e-28    0.50627    0.71968     0.88027    0.97472     1.0307      1.0698      1.1013      1.2111     1.3155    1.3776    1.4664    1.4895    1.5353    1.6047    1.6597    1.8173    1.9987         0.3497             0.21157              0.48546               0.96785              0.49055              0.9285              0.059869                    1          0.00032844     0.004783    0.030159    0.066242       0.10575      0.14645      0.18815     0.28119      0.42455      0.58043       0.69164     0.74901      0.80763      0.86974      0.93182      0.98526       0.99841  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=93    2.8888     0.9308     0.0088744       0.88364          0.47432               6.9584                0.12779        -5.1484    0.0086728

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.440211 seconds.
Elapsed time is 6.423304 seconds.
                    mean        sd      coefofvar       min        max        pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1       fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    _________    ______    _________    ________    _______    __________    _________    _______    ________    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -10.547    72.858     -6.9081       -4329.1    6.5257            0     0.55259    0.44741    2.5009e-06    0.0015243    -824.22     -126.67     -42.91    -25.755    -17.729     -13.03    -9.6403    -5.1956    -1.0485    1.6617    3.1148    3.7717    4.4026    5.0335    5.6978    6.3139    6.5257         5308.3                   1               164.89               0.19144               165.46             0.19039               14.171               0.17339               0.1748        0.39213       0.64956        0.804     0.90473      0.97682       1.0302       1.0984       1.1406       1.1352       1.1123       1.0959       1.0766       1.0543       1.0288       1.0061          1     
    cl_mt_pol_a     12.628    11.822     0.93619       -5.0229     49.56    0.0023436    0.015338    0.98232    7.0735e-08     0.011512    -2.0155    -0.19385    0.59705      1.474     2.2048     3.0087     3.8125     5.5664     8.7819    13.386    17.844     20.84    24.786     30.34    39.183     49.56     49.56         164.89             0.19144               139.75                     1               140.39              0.9956               10.893               0.82143          -0.00023366    -0.00073029    9.3455e-05    0.0046116    0.011778     0.022497     0.036067     0.072802      0.15678      0.28805      0.41028       0.4858      0.57564      0.68369      0.81998            1          1     
    cl_mt_coh       12.883    11.928     0.92585       -5.1164    50.164            0    0.012173    0.98783    1.3282e-07     0.006047    -2.0686    -0.11087    0.76592     1.5849     2.3879      3.166     3.9771     5.7794     9.0234    13.635    18.133    21.189     25.17    30.773    39.694    50.098    50.164         165.46             0.19039               140.39                0.9956               142.28                   1               10.687               0.79868          -0.00024474    -0.00068091    0.00058173    0.0051903    0.013259     0.023751     0.037676     0.075815      0.16051      0.29068      0.41298      0.48924      0.57866      0.68608      0.82143      0.96293          1     
    cl_mt_pol_c     1.3953    1.1218     0.80397     0.0086728     15.62            0           0          1    4.2001e-05    0.0015243    0.10316     0.18408    0.36881    0.48047    0.58828    0.67174    0.75455    0.92016     1.1755    1.4996    1.7694    1.9462    2.1526     2.444    2.9494    4.9405     15.62         14.171             0.17339               10.893               0.82143               10.687             0.79868               1.2584                     1           6.0145e-05      0.0010622     0.0093425     0.024676    0.043626     0.066316     0.091725      0.15177      0.26344      0.40561      0.52154      0.58737      0.66064      0.74286      0.83867       0.9456          1     

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=94    2.7898     0.96798    0.056494        0.11759          0.39731               7.3667                0.14267        -18.419    0.0035372

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 26.732277 seconds.
Elapsed time is 15.119450 seconds.
                    mean        sd       coefofvar       min        max        pYis0         pYls0       pYgr0     pYisMINY     pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ________    _________    _________    ______    __________    __________    _____    __________    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      15.895    0.024667    0.0015519       -13629    15.948             0    3.8317e-12      1      2.9476e-16    0.0007145    15.797    15.834    15.855    15.866    15.872    15.877    15.882    15.889    15.897    15.905     15.91    15.914    15.917    15.921    15.928    15.936    15.947       0.00060845                 1              0.016017              0.94035              0.014221            0.78653             0.0055984              0.71383          0.00099523      0.01001    0.050053     0.10119      0.14993      0.20037      0.25317      0.35603      0.50104      0.65263      0.75059      0.82555      0.85884      0.91187      0.96255      0.98998       0.99914  
    cl_mt_pol_a    46.507     0.69052     0.014848       -17.97    47.326    1.7569e-12    2.7296e-11      1      4.8144e-18      0.13323    43.517    44.556    45.248    45.595    45.768    45.941    46.114    46.287    46.634    46.893    47.067    47.153     47.24    47.326    47.326    47.326    47.326         0.016017           0.94035               0.47682                    1               0.43786            0.86509               0.14711              0.67003          0.00096772    0.0094868    0.051277     0.10842      0.14923      0.19816      0.26474      0.34851      0.52182      0.68841      0.78094       0.8317      0.86442            1            1            1             1  
    cl_mt_coh      49.292     0.73299      0.01487      -18.387    50.183             0    2.6948e-11      1      4.5215e-17     0.072703    46.066    47.256    47.987    48.316    48.536    48.719    48.902    49.085    49.413    49.688    49.833    49.962     50.07    50.145    50.183    50.183    50.183         0.014221           0.78653               0.43786              0.86509               0.53727                  1               0.12132              0.52056          0.00090005    0.0096391    0.051785    0.099904      0.15015      0.19924      0.26602      0.35023      0.49892      0.65174      0.74749      0.80417      0.85162      0.92598            1            1             1  
    cl_mt_pol_c    3.9068     0.31795     0.081383    0.0035372    6.5897             0             0      1      4.1403e-14    0.0007145    3.4031     3.528    3.5875    3.6713     3.688    3.7055    3.7205    3.7941    3.8361    3.9149    3.9745    4.0209    4.0764    4.1728    4.5795    5.1137    6.4068        0.0055984           0.71383               0.14711              0.67003               0.12132            0.52056               0.10109                    1          0.00084294    0.0089438    0.045366    0.095197      0.14215      0.18934      0.24213      0.33313      0.48094      0.63616      0.72659      0.77901      0.83632      0.89422      0.95413      0.98541       0.99855  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=95    2.4671     0.8936     0.057847        0.27678          0.41111               2.1008               0.097662        -15.936    0.022237

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.114382 seconds.
Elapsed time is 9.460830 seconds.
                    mean        sd       coefofvar      min        max        pYis0       pYls0       pYgr0       pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90         p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _________    _______    _________    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -10.211     14.021     -1.3732      -178.79    5.7276            0    0.94583     0.054174    5.2934e-05    8.5575e-46     -178.71    -68.524    -31.398    -21.658    -17.082    -14.224    -12.189    -9.4138     -6.613    -4.4764    -3.1773    -2.5114    -1.8108    -0.99402    0.11377     1.7935     2.5762          196.6                   1                19.64               0.54992               24.024               0.634                 2.683              0.69099            0.018131      0.10211     0.27255     0.39838      0.49199      0.56783      0.63253      0.73721      0.85344       0.9342      0.97164      0.98557      0.99615       1.0031       1.0054       1.0021        1.0003  
    cl_mt_pol_a    -9.7555     2.5471     -0.2611      -15.547    47.266    0.0015893     0.9967    0.0017136    1.2337e-05     3.497e-44     -14.945    -14.273    -13.311     -12.69    -12.231    -11.859    -11.527    -10.925    -10.108    -9.1376    -8.3932    -7.9249    -7.3316     -6.5174    -5.0519    -1.5339    0.51799          19.64             0.54992               6.4878                     1               6.5706             0.95452               0.67456              0.95637            0.001621      0.01521     0.07139      0.1377      0.20257      0.26553      0.32484      0.43832      0.59961      0.74781      0.83791      0.87965      0.91937      0.95408      0.98442      0.99956        1.0001  
    cl_mt_coh      -10.255     2.7026    -0.26353      -15.904    50.125            0    0.99663    0.0033693    0.00011829    3.7286e-45     -15.811    -15.087     -14.03    -13.366    -12.884    -12.485    -12.132    -11.492    -10.592    -9.5989    -8.8056    -8.2999    -7.6829     -6.8246    -5.2796     -1.554    0.58481         24.024               0.634               6.5706               0.95452               7.3038                   1               0.71446              0.95467           0.0015529     0.015768     0.07268     0.13883      0.20286      0.26451      0.32433      0.43899      0.60389      0.75166      0.83896      0.88089      0.91949      0.95455      0.98476      0.99963        1.0001  
    cl_mt_pol_c    0.72725    0.27692     0.38077     0.022237    6.9397            0          0            1     0.0015025    8.5575e-46    0.022237    0.20106    0.31654    0.39205    0.44687    0.49629    0.53524    0.59273    0.71595    0.81286     0.8894    0.94324     1.0024      1.0846     1.2102     1.5282     1.7445          2.683             0.69099              0.67456               0.95637              0.71446             0.95467              0.076683                    1          4.5943e-05    0.0020648    0.016964    0.041611     0.070352      0.10318      0.13835      0.21638      0.35138      0.50688       0.6238       0.6865      0.75341      0.82498      0.90383      0.97752       0.99749  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=96     1.837     0.96668    0.033936        0.23994          0.31043               4.0395                0.14196        -9.7514    0.01053 

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 36.948999 seconds.
Elapsed time is 14.469129 seconds.
                    mean       sd       coefofvar      min       max        pYis0         pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _______    ______    __________    __________    _______    __________    __________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      13.982     4.0366     0.28869     -46.989    21.413             0    5.1123e-09          1    4.7964e-17    2.5757e-06      5.7046     6.6622    7.8368    8.6428    9.2727     9.888    10.503    11.738    13.848    16.188     17.62    18.267    18.886    19.502    20.169    20.858    21.165         16.294                   1                50.73                0.9824               52.439             0.98156               1.8092               0.98638           0.00038792     0.0045157     0.025673    0.055292     0.087048      0.12148      0.15783      0.23757      0.37423      0.53521       0.6562      0.72054      0.78685      0.85546      0.92652      0.98503        0.9985  
    cl_mt_pol_a    18.171     12.793       0.704     -9.5136    48.359    0.00052773     0.0027374    0.99673     1.128e-18    0.00024904    -0.29241    0.53516    2.2349     3.471    4.6299    5.7888     7.025    9.8063    15.214    22.786    28.426    31.362    34.375     37.62    41.483    45.809    47.818          50.73              0.9824               163.65                     1               169.22             0.99949               5.7967               0.99725          -3.1743e-05    9.0074e-05    0.0035404    0.011262     0.022998     0.037127     0.054551      0.10189      0.20281      0.35845      0.49806      0.58076      0.67111      0.77012      0.87975      0.97438       0.99739  
    cl_mt_coh      18.935     13.235     0.69895     -9.7194    50.182             0      0.001865    0.99813    3.8246e-17    7.8608e-05     -0.1811     0.6976    2.4125    3.7705    4.8939    6.1295    7.4127    10.241    15.843    23.703    29.577    32.613    35.728    39.083    43.035    47.546    49.623         52.439             0.98156               169.22               0.99949               175.16                   1               5.9931               0.99657          -2.6178e-05    0.00014432    0.0036129    0.011988     0.023301     0.037983     0.055706      0.10227      0.20374      0.35951          0.5      0.58252      0.67263      0.77139      0.87935      0.97459       0.99746  
    cl_mt_pol_c    1.9085    0.45438     0.23808     0.01053     4.811             0             0          1    1.3368e-15    2.5757e-06     0.97251     1.1752    1.3035    1.3731    1.4386     1.483     1.526    1.6246    1.8179    2.0796    2.2733    2.3718    2.4752    2.5853    2.7142    2.8709    3.0807         1.8092             0.98638               5.7967               0.99725               5.9931             0.99657              0.20646                     1           0.00049416     0.0058339     0.032423    0.067682      0.10454      0.14262      0.18224      0.26472      0.39944      0.55219      0.66621      0.72712      0.79068      0.85688      0.92615      0.98446       0.99831  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=97    1.0287     0.93398    0.0066458       0.53109          0.4273                8.2374                0.10207        -13.065    0.02442 

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 12.977999 seconds.
Elapsed time is 3.833152 seconds.
                    mean        sd      coefofvar      min       max       pYis0      pYls0       pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35       p50        p65        p75        p80        p85         p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    _______    ______    _______    _______    _________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ______    _______    _______    _______    ________    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        5.149    1.5569     0.30237      2.2178    18.547          0          0            1    0.00067661       0         2.2963     2.3845     2.5934      2.854     3.2572      3.584     3.8359     4.4713    5.2654     5.9999     6.4791     6.6567      6.8365     7.0511     7.3349     8.1031     9.035         2.4239                   1               1.9727                0.31225              6.6301             0.96247              0.89415                0.56328         0.0014864     0.0054935     0.030556     0.063746     0.079179      0.1129      0.14861      0.22913      0.37071      0.53508       0.6609      0.72007      0.78592      0.85705      0.92487      0.98703       0.99822  
    cl_mt_pol_a     -5.329    4.0578    -0.76146     -12.747    47.744    0.14556    0.84767    0.0067717    0.00041396       0        -12.511    -12.285    -12.066    -11.855    -10.224    -9.2631    -8.8716    -6.8826    -4.817    -2.9044    -1.8333     -1.243           0          0          0          0    1.8456         1.9727             0.31225               16.466                      1              5.0272                0.28              -2.3495               -0.56787         0.0094167      0.042482      0.13605      0.32899      0.33611     0.42969      0.51545      0.66422      0.83155      0.93754      0.97901      0.99461       1.0012       1.0012       1.0012       1.0012        1.0004  
    cl_mt_coh      -5.6965    4.4245    -0.77671     -13.033    50.131          0    0.84744      0.15256    0.00044604       0        -13.009    -12.984    -12.959    -12.935    -10.961    -10.008    -9.5622    -7.3948    -5.178    -3.0702    -1.8898    -1.2153    0.056662    0.10599    0.13065    0.13065    1.9639         6.6301             0.96247               5.0272                   0.28              19.577                   1               2.6749                0.59295         0.0094109      0.043903      0.13843      0.33273      0.33995     0.43298      0.52213      0.66869       0.8357      0.94322      0.98356      0.99852       1.0042       1.0033       1.0013       1.0013        1.0004  
    cl_mt_pol_c     2.4536    1.0196     0.41555     0.02442    7.3517          0          0            1       0.13821       0        0.02442    0.02442    0.02442    0.02442     2.0754     2.5426     2.6637     2.7166    2.7619     2.8127     2.8703       2.92      3.0024     3.1298     3.4133     4.0266    4.5457        0.89415             0.56328              -2.3495               -0.56787              2.6749             0.59295               1.0396                      1         0.0013756     0.0013756    0.0013756    0.0013756    0.0099022    0.058598      0.11899      0.22254      0.39053      0.55928      0.67515      0.73397      0.79437      0.85669      0.92289      0.98279       0.99838  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=98    1.4886     0.92811    0.035943        0.55054          0.11269               9.4496                0.11605        -18.979    0.015736

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 14.841408 seconds.
Elapsed time is 4.579084 seconds.
                     mean         sd       coefofvar      min        max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1         p1          p5         p10         p15          p20          p25          p35         p50        p65         p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    ________    ______    _______    __________    _______    __________    ________    _______    ________    ________    ________    ________    _________    _________    _________    _______    ________    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         3.0529    0.37389     0.12247      -11.004    13.178          0    6.8827e-07          1    9.9316e-12       0         1.5549      2.0556       2.394      2.5532      2.6945         2.77       2.8395       2.9571     3.0913      3.2171     3.3012     3.3643     3.4175     3.5201     3.6113     3.8492     4.1135         0.13979                  1               0.08925               0.9346              0.079883            0.77329              0.046848              0.95221          0.00045375    0.0061478     0.03565    0.076522      0.12476       0.1675       0.2143      0.32433      0.45413      0.61767      0.71913       0.7705      0.83663      0.89795      0.93842      0.98797       0.99879  
    cl_mt_pol_a    -0.040475    0.25541     -6.3104      -15.981    46.809    0.15532        0.4659    0.37877    5.1663e-12       0        -1.1596    -0.77789    -0.52348    -0.36444    -0.28493     -0.20541     -0.12852    -0.047345          0    0.035699    0.12136    0.12136    0.20703    0.20703    0.29269    0.63536    0.97802         0.08925             0.9346              0.065235                    1              0.065764            0.93192              0.029168              0.86787            0.040082      0.24793     0.92272      1.5106        1.851       2.1672       2.3228       2.5531       2.6548       2.5446       2.2695       2.2695       1.8624       1.8624       1.6086       1.1502        1.0173  
    cl_mt_coh       0.084888    0.27629      3.2548      -16.349    50.149          0       0.26295    0.73705    4.5992e-12       0        -1.1456    -0.73105    -0.43568    -0.25819    -0.16945    -0.080702    -0.021095     0.067649    0.11941     0.15639      0.216    0.27427    0.33388    0.36302    0.45176    0.80674     1.1617        0.079883            0.77329              0.065764              0.93192              0.076338                  1              0.027005              0.74278           -0.019103     -0.11375    -0.39826    -0.61419     -0.71789     -0.78688     -0.80073     -0.75771     -0.58402     -0.33584      -0.1404       0.1172      0.22937       0.4438      0.62451      0.91409       0.99051  
    cl_mt_pol_c       1.2713    0.13159     0.10351     0.015736    5.1155          0             0          1    2.3946e-09       0        0.96222      1.0132      1.0971      1.1248      1.1399       1.1498       1.1554       1.1779      1.268      1.3392     1.3696     1.3793     1.4066      1.456     1.5015     1.5597      1.655        0.046848            0.95221              0.029168              0.86787              0.027005            0.74278              0.017315                    1          0.00079952      0.00842    0.042319    0.085404      0.12944      0.17524      0.22091      0.31172      0.49504      0.62287      0.72293      0.77955      0.83527      0.88101      0.94821      0.98765       0.99873  

xxxxx Shift to: xxxxx
            fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
            _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=99    4.6667     0.88105    0.010059        0.93662          0.29078               7.8971                0.10991        -7.1239    0.015397

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 18.868389 seconds.
Elapsed time is 6.595802 seconds.
                    mean        sd      coefofvar        min         max        pYis0        pYls0       pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5         p10        p15        p20        p25        p35        p50         p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1       fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ___________    ______    _________    _________    _______    __________    _________    _______    _________    _______    _______    _______    _______    _______    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -247.87     10348     -41.746     -1.2095e+06     2.269            0      0.55313    0.44687    1.6511e-06    0.0021392     -22906      -1004.1    -157.63    -61.129    -32.238    -19.252    -12.354    -5.2273    -0.81982    0.98433    1.5986    1.8103    1.9745    2.1015    2.1983    2.2603     2.269       1.0707e+08                  1              3685.4               0.031595              3880.3             0.032932              319.82               0.029888             0.77376        0.90217       0.96174      0.98067     0.98964      0.99467       0.9978       1.0011       1.0027       1.0026        1.002       1.0017       1.0013       1.0009       1.0005       1.0001          1     
    cl_mt_pol_a     11.845    11.273     0.95166         -6.9501    49.502    0.0016733     0.013032    0.98529    1.1822e-08     0.011731    -1.6708    -0.088257     0.6591     1.4908     2.1713     2.9274     3.6834     5.2712      8.1443     12.303     16.31    19.108    22.812    28.181    37.254    49.502    49.502           3685.4           0.031595              127.07                      1              128.09              0.99786              10.472                0.89831         -0.00025738    -0.00059639    0.00059447    0.0057029    0.013016     0.024587     0.038454     0.076828      0.16011      0.28896      0.40757      0.48221      0.57005       0.6765      0.81272            1          1     
    cl_mt_coh       12.091    11.387     0.94175         -7.0919    50.141            0    0.0086838    0.99132    2.1321e-08    0.0066903    -1.7138     0.042727    0.80642     1.6193     2.3338     3.0703      3.856     5.4598      8.3669      12.54    16.615     19.44    23.182    28.605    37.742    50.114    50.141           3880.3           0.032932              128.09                0.99786              129.66                    1              10.365                0.88018         -0.00026447    -0.00053394     0.0010732    0.0062532      0.0144     0.025603     0.039736     0.077986       0.1636      0.29138      0.41111      0.48548      0.57295      0.67882       0.8136      0.97226          1     
    cl_mt_pol_c     1.4019    1.0341     0.73769        0.015397    10.729            0            0          1    1.7729e-05    0.0021392    0.10763      0.18997    0.35817     0.4826    0.57037    0.63573    0.71894     0.8908      1.1586     1.5074    1.7973    1.9912    2.2454    2.5763    3.1608     4.654    10.729           319.82           0.029888              10.472                0.89831              10.365              0.88018              1.0694                      1          6.3723e-05      0.0011186     0.0095321     0.024861     0.04321     0.065139     0.089827      0.14819      0.25721      0.39809      0.51389      0.58097      0.65613      0.74159       0.8432      0.94777          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=100    3.1232      0.896     0.039808        0.98344          0.38622               8.2339                0.1407         -14.448    0.018131

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 21.275048 seconds.
Elapsed time is 16.658001 seconds.
                    mean       sd      coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50        p65        p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ________    ______    _______    _______    _______    __________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -601.1    743.15     -1.2363      -2782.3     4.492          0    0.78339    0.21661    0.00055843    0.011288     -2780.1     -2759.2    -2234.5    -1806.4    -1459.8      -1175    -960.35    -655.04    -310.69    -25.911    -2.7668     1.089    3.1425    3.9739    4.3156     4.492     4.492       5.5227e+05                 1               6871.8               0.59543               7704.4             0.63606               886.86               0.22779           0.0095262      0.047809      0.21227      0.38069      0.5163      0.62562      0.71428      0.84608      0.97074      0.99921       1.0012       1.0012        1.001       1.0007       1.0004         1             1     
    cl_mt_pol_a    6.0023     15.53      2.5873      -14.096    48.086    0.04583    0.49743    0.45674    1.0251e-05    0.037321     -13.342     -12.666    -9.9466     -7.493    -5.6331    -4.1306    -2.9221    -1.3359          0     4.0862     9.3893    14.195    21.321    32.425    47.837    48.086    48.086           6871.8           0.59543               241.17                     1               250.69              0.9904               50.192               0.61692          -0.0044241     -0.039223    -0.097247     -0.16988    -0.22437     -0.26574       -0.295     -0.32907     -0.34468     -0.30829      -0.2017     -0.10444     0.041182      0.26208      0.67068         1             1     
    cl_mt_coh       6.226    16.299      2.6179      -14.416     50.18          0    0.49045    0.50955    5.4657e-05    0.021813     -14.342     -14.268    -10.994    -8.2366    -6.1688    -4.4826    -3.1532    -1.3438    0.10605     4.3919     9.9432    14.941     22.35    33.896    49.922     50.18     50.18           7704.4           0.63606               250.69                0.9904               265.66                   1               52.214               0.61148          -0.0054339     -0.041106     -0.10526     -0.18304    -0.23925     -0.28226     -0.31306     -0.34771     -0.36074     -0.32114       -0.211     -0.11222     0.035041      0.25774      0.66922         1             1     
    cl_mt_pol_c     1.676     5.239      3.1258     0.018131    44.935          0          0          1      0.023356    0.011288    0.018131    0.018131    0.16033    0.17135    0.18198    0.19033     0.1996    0.21379    0.25836    0.53131     1.0108    1.4107    2.1512    3.3141    5.2382    44.935    44.935           886.86           0.22779               50.192               0.61692               52.214             0.61148               27.447                     1          0.00025267    0.00025267    0.0026807    0.0075277    0.012782      0.01833     0.024368     0.036645     0.059948     0.088918      0.13302      0.16827      0.22079      0.30095      0.43605         1             1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=101    4.8709     0.90525    0.049004        0.39359          0.17431               5.0741                0.10799        -7.2512    0.017764

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 18.715494 seconds.
Elapsed time is 18.008260 seconds.
                     mean        sd       coefofvar        min         max        pYis0       pYls0      pYgr0       pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20        p25        p35         p50        p65        p75       p80        p85         p90         p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ___________    ______    _________    _______    ________    __________    ___________    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    _______    ______    ________    ________    ________    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.44169     27.592     -62.468     -1.5417e+06    2.7127            0    0.44049     0.55951    3.0919e-10    3.0073e-207    -19.297    -9.2313     -4.794    -3.1521    -2.2606    -1.6539    -1.1673    -0.46756    0.25459    0.78792     1.0905    1.2312      1.3731      1.5098      1.6709    1.8619    2.0177          761.3                    1              3.1797               0.071469              3.3942             0.070201              0.37309              0.075231           0.075433      0.32135    0.89574        1.337       1.6379       1.8572       2.0162       2.1917       2.2182       2.0368       1.8218       1.6922       1.5423       1.3813       1.2021       1.0434       1.0046   
    cl_mt_pol_a     -2.5907     1.6125     -0.6224         -6.8504    47.664    0.0013287    0.93956    0.059112    1.1195e-11    3.1312e-206    -6.1766    -5.7542    -5.1485    -4.7179     -4.403    -4.0796    -3.7888     -3.2978    -2.6366     -1.919    -1.3896    -1.108    -0.77071    -0.40401    0.092005    0.8946    1.9161         3.1797             0.071469                 2.6                      1              2.8011              0.99137              0.28527               0.98431          0.0026617     0.023992     0.1087      0.20282      0.29269      0.37113      0.44766      0.59265      0.75905      0.89058      0.95599      0.97898      0.99745       1.0086       1.0116       1.0051       1.0008   
    cl_mt_coh       -2.7059     1.7523    -0.64758         -7.2192    50.138            0    0.93048    0.069519    2.3185e-10    2.4701e-206    -6.6304    -6.1446    -5.5057     -5.023    -4.6638    -4.3576    -4.0514     -3.5157    -2.7503    -1.9849    -1.3991    -1.093    -0.73684    -0.32759     0.20819    1.0767    2.1217         3.3942             0.070201              2.8011                0.99137              3.0706                    1              0.30437               0.96638          0.0025255     0.024483    0.10943      0.20781      0.29988      0.37867      0.45761      0.59663      0.77248      0.90221      0.96378      0.98601        1.003       1.0127       1.0138       1.0055       1.0009   
    cl_mt_pol_c      1.0525    0.17974     0.17077        0.017764     4.555            0          0           1    3.0919e-10    3.0073e-207    0.49935    0.63958    0.75874    0.82206    0.86951     0.9019    0.92774     0.97692     1.0515     1.1242     1.1755    1.2082      1.2425      1.2886      1.3434    1.4642    1.5661        0.37309             0.075231             0.28527                0.98431             0.30437              0.96638             0.032306                     1         0.00045242    0.0054952    0.03254     0.070564      0.11089      0.15295      0.19673      0.28762      0.43238      0.58728      0.69564       0.7532      0.81078      0.87029      0.93269      0.98595       0.9985   

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=102    1.8131     0.95061    0.043218        0.66096          0.18232               9.7722                0.10472        -19.895    0.024177

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 27.244124 seconds.
Elapsed time is 19.260342 seconds.
                    mean       sd       coefofvar      min        max       pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5         p10        p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15     fracByP20     fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    __________    _______    __________    __________    _______    ________    ________    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      5.2957     1.3537     0.25562      -21.379    15.902           0    0.00048896    0.99951     6.081e-10    6.5148e-19     0.5697      2.1731      3.1858     3.6759     3.9515     4.1975     4.3897     4.7454    5.2365    5.7661    6.1859    6.4208    6.7019    7.0521    7.5813    8.6315    9.8205         1.8325                   1               2.6862               0.94463               2.7143             0.91312              0.26662               0.98554          -5.4772e-05     0.0028025     0.024293     0.057824      0.093045       0.13499       0.17514     0.25874      0.39991      0.55527      0.66748      0.72735      0.78986      0.85381       0.9225      0.98283       0.99807  
    cl_mt_pol_a    2.1241     2.1007       0.989      -19.409    47.929    0.018002      0.089051    0.89295    1.9543e-10    8.8486e-18    -2.0594     -1.0073    -0.25053          0    0.18734    0.36648    0.54562    0.99348    1.6205    2.5162    3.2327    3.6806     4.218    4.9346     6.099    8.8757    12.548         2.6862             0.94463               4.4129                     1               4.5796              0.9928              0.38676               0.92126           -0.0012073    -0.0075182    -0.017731    -0.020184     -0.016825      -0.01044    0.00017789      0.0419      0.13544      0.28464      0.40945      0.48771      0.58482       0.6963      0.82055      0.95283       0.99376  
    cl_mt_coh      2.3365     2.1959      0.9398      -19.863    50.134           0      0.074677    0.92532    1.8025e-10    6.0466e-18    -2.1255    -0.97871    -0.16324    0.13405    0.32948    0.51637    0.70325     1.1705    1.8246    2.7079    3.5065    3.9737    4.5344    5.2819    6.4967    9.3423    13.199         2.7143             0.91312               4.5796                0.9928               4.8219                   1              0.39232               0.89399           -0.0011511    -0.0068998    -0.014952      -0.0143    -0.0082125    2.1637e-05      0.012445    0.057677      0.15409      0.28993      0.42659       0.5033      0.59811      0.70655      0.82695      0.95274       0.99376  
    cl_mt_pol_c    1.3707    0.19985     0.14581     0.024177    4.6439           0             0          1    1.0592e-07    6.5148e-19    0.79846     0.91414      1.0038     1.1015     1.1666     1.2221     1.2571     1.2918    1.3969    1.4524    1.4897     1.513    1.5547    1.6293     1.699    1.8311    2.0017        0.26662             0.98554              0.38676               0.92126              0.39232             0.89399              0.03994                     1           0.00054961     0.0063566     0.034919     0.073387       0.11794       0.15821        0.2034      0.2988      0.44249      0.59915      0.70694      0.76191      0.81695      0.87495      0.93533       0.9861       0.99848  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=103    1.2905     0.90488    0.051571        0.68072          0.28468               6.6567                0.13134        -14.97     0.014741

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 12.782752 seconds.
Elapsed time is 4.092227 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1         p1          p5         p10        p15        p20        p25        p35         p50        p65        p75         p80          p85         p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    ________    __________    ________    ________    ________    ________    _______    _______    _______    _______    ________    _______    _______    ________    ________    _________    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.17184     2.8445     -16.553      -7.0517    13.049           0    0.44999     0.55001    0.00031733       0         -6.8844     -6.4857     -5.6226    -4.5964    -3.6999    -2.8967    -2.1989    -0.98072     0.4303     1.4638      2.0676      2.3608       2.6772     3.0406     3.6332    4.6837    5.7726         8.0914                   1                8.7962               0.72925              12.956             0.96799               0.56372               0.51508           0.061646        0.5086        1.7948       3.264       4.4654       5.4224       6.1659       7.0764       7.2883       6.4354       5.3684       4.7687       4.0392       3.2009        2.222       1.3004        1.0353  
    cl_mt_pol_a       -4.23     4.2404     -1.0025      -14.605     46.97    0.061111    0.85147    0.087419     0.0003775       0         -14.235      -13.55     -13.232    -11.082    -9.5467    -8.3183    -7.1979     -5.2644    -3.0209      -1.47    -0.71766    -0.34182    -0.026693          0    0.54947     2.284    4.6794         8.7962             0.72925                17.981                     1                14.4             0.72171              -0.21702              -0.13302          0.0077704      0.078315        0.1674     0.30477      0.42351      0.52903      0.61822      0.76415       0.9106      0.98751       1.0127       1.0192       1.0212       1.0212       1.0185       1.0077        1.0013  
    cl_mt_coh       -4.5638     4.7053      -1.031      -14.938    50.168           0    0.83503     0.16497    0.00032698       0         -14.904     -14.836     -14.802    -12.196    -10.493    -9.1031     -7.887     -5.7156    -3.2495    -1.4936     -0.6438    -0.27757      0.06603    0.16812     0.7119    2.5359    5.0888         12.956             0.96799                  14.4               0.72171              22.139                   1               0.92099               0.50875          0.0081782      0.084037        0.1708     0.30526      0.42939      0.53713      0.62854      0.77646      0.92145      0.99721       1.0198       1.0245       1.0254       1.0234       1.0199        1.008        1.0013  
    cl_mt_pol_c      1.4982    0.38475     0.25681     0.014741    6.8253           0          0           1      0.050121       0        0.014741    0.014741    0.014741     1.4541     1.4724     1.4843      1.494      1.5096     1.5287     1.5549      1.5822       1.603       1.6463     1.7586     1.9394    2.3017     2.652        0.56372             0.51508              -0.21702              -0.13302             0.92099             0.50875               0.14803                     1         0.00049317    0.00049317    0.00049317    0.043604     0.092209      0.14174      0.19121      0.29166      0.44403      0.59796      0.70246      0.75564      0.80981      0.86663      0.92817      0.98356       0.99835  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=104    2.4541     0.93414    0.0089193       0.53042          0.14759               3.1289                0.11854        -19.937    0.0048192

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.624137 seconds.
Elapsed time is 12.322580 seconds.
                     mean        sd       coefofvar       min        max       pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35         p50          p65          p75         p80        p85        p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    ________    ________    _______    __________    ________    _______    _______    _______    _______    _______    _______    _______    ________    ________    _________    _________    _______    _______    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        2.3823     2.2841     0.95879       -1605.7    8.0333           0    0.026772    0.97323    3.0076e-09       0        -8.8375     -1.321    0.69134     1.3353     1.6816      1.908     2.0907      2.3533      2.6372       2.8531       2.9885     3.0735     3.1562     3.2463     3.3756     3.6016    3.8525         5.2171                   1               1.1286               0.49384               1.1863              0.4813               0.14633              0.42093          -0.0092763    -0.020796    -0.020558    0.0018121     0.03354     0.071444      0.11413      0.20787      0.36455      0.53791      0.66295      0.72811      0.80123      0.86427      0.92677      0.98442       0.99849  
    cl_mt_pol_a    -0.67547     1.0005     -1.4812       -17.307    48.028    0.037975     0.75176    0.21026    2.3448e-11       0        -7.2322    -4.0186    -2.5432    -1.9369    -1.5719    -1.3016     -1.108    -0.79324    -0.44464      -0.1918    -0.029442    0.05736    0.14736    0.23736    0.41736    0.95737    1.4974         1.1286             0.49384                1.001                     1               1.0643             0.98584               0.13731              0.90176            0.012588     0.078775      0.26208      0.42374     0.55245      0.66733      0.75458      0.89249       1.0266       1.0892       1.1007       1.0969       1.0876       1.0759       1.0533       1.0127        1.0019  
    cl_mt_coh      -0.63148     1.0791     -1.7088       -17.889    50.152           0     0.69967    0.30033    4.2751e-09       0        -7.7502    -4.2997    -2.6353    -1.9697    -1.6055    -1.3031    -1.0916     -0.7583    -0.36516    -0.062812     0.088864    0.14974    0.24054    0.36128    0.57282     1.0278    1.5727         1.1863              0.4813               1.0643               0.98584               1.1644                   1               0.14055              0.85581            0.014456     0.090011      0.29772      0.47687     0.61489      0.73925      0.83201      0.97531       1.1053       1.1535       1.1509       1.1409       1.1245       1.1013        1.065       1.0194        1.0028  
    cl_mt_pol_c       1.219    0.15219     0.12485     0.0048192    4.1557           0           0          1    2.1995e-07       0        0.60566    0.85138    0.98634     1.0435     1.0758     1.1039     1.1262      1.1609      1.2031       1.2566       1.3137     1.3514     1.3993     1.4454     1.4682     1.5598    1.6554        0.14633             0.42093              0.13731               0.90176              0.14055             0.85581              0.023163                    1          0.00040473    0.0061644     0.037001     0.079031      0.1224      0.16742      0.21318       0.3067      0.45211      0.60507      0.70857      0.76341       0.8265      0.87719       0.9382      0.98779       0.99869  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=105    3.4643     0.92975     0.05686        0.63401          0.24721               8.3143                0.10753        -18.434    0.025662

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 23.629142 seconds.
Elapsed time is 19.818059 seconds.
                    mean       sd       coefofvar      min        max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15        p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    ________    _______    __________    __________    _______    _______    _______    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.9446     7.3072      2.4816      -3373.4    5.6061            0    0.036323    0.96368    7.4165e-09    9.8142e-13    -14.963    -2.9002    0.52629      1.4759     1.9625     2.2636     2.5064    2.8625    3.2999    3.6747    3.9186    4.0484    4.1958     4.366    4.5812    4.8887    5.1426         53.395                   1               5.1726               0.18994               5.4498             0.18877              0.48359               0.20775           -0.021393    -0.039186    -0.046913    -0.028426    0.0017307     0.038284     0.078223      0.16885     0.32698      0.50411      0.63398      0.70079      0.77131      0.84373      0.91916      0.98303       0.99823  
    cl_mt_pol_a    3.6173     3.7269      1.0303      -17.985     47.31    0.0049342     0.13477    0.86029    1.0919e-10    2.1666e-11    -5.3274     -3.097    -1.2797    -0.37803    0.13063    0.56347    0.99631    1.6888    2.9874     4.459     5.671    6.3635    7.3157    8.6143    10.692    14.674    19.955         5.1726             0.18994                13.89                     1                14.66             0.99558               1.1562               0.97388          -0.0017624    -0.011439    -0.033425    -0.044066    -0.045311    -0.039753    -0.028021    0.0074278     0.10654      0.26522      0.40729      0.48491      0.57721      0.68566      0.81951      0.95306       0.99399  
    cl_mt_coh      3.9418     3.9509      1.0023      -18.402    50.138            0     0.12226    0.87774    4.8072e-10    1.3008e-11    -5.6711    -3.2924    -1.2796    -0.29965    0.24929    0.70674     1.1642    1.9225    3.2949    4.8238    6.1046     6.863    7.8694    9.2417    11.437    15.685    21.227         5.4498             0.18877                14.66               0.99558                15.61                   1               1.2052               0.95762           -0.001798    -0.011072    -0.031993    -0.041144    -0.041107    -0.034928    -0.022625     0.016489     0.11729      0.27029      0.41009      0.49364       0.5847      0.69148        0.823      0.95418       0.99411  
    cl_mt_pol_c     1.482    0.31855     0.21495     0.025662    5.8565            0           0          1    5.8383e-07    9.8142e-13    0.53092     0.7775    0.97566      1.0712     1.1687     1.2267     1.2611    1.3754    1.4658    1.5872    1.6902    1.7469    1.8073    1.8864    2.0064    2.2974    2.6284        0.48359             0.20775               1.1562               0.97388               1.2052             0.95762              0.10148                     1          0.00029686    0.0044878     0.028808     0.064137      0.10224      0.14263      0.18509      0.27238     0.41762      0.57028      0.68096      0.73845      0.79875      0.86066      0.92639      0.98354       0.99814  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=106    4.4706     0.91462     0.03243        0.94411          0.48638               3.7521                0.13267        -14.391    0.020243

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 25.153391 seconds.
Elapsed time is 7.921973 seconds.
                    mean        sd      coefofvar        min         max        pYis0        pYls0       pYgr0      pYisMINY     pYisMAXY        p0_1           p1         p5         p10        p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ___________    ______    __________    ________    _______    __________    _________    ___________    ________    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -766.78    8900.9     -11.608     -2.3214e+05    3.3302             0     0.42004    0.57996    6.8585e-06    0.0057542    -1.6626e+05      -11097    -425.89    -96.357    -39.922    -19.767    -10.254    -2.3472     1.447    2.6616    3.0068    3.1146    3.1959    3.2614    3.2996    3.3189    3.3302       7.9225e+07                  1               21815               0.16553                23256             0.17085               1458.6               0.053878             0.25865       0.87156       0.98111      0.99421     0.99832       1.0001       1.0011       1.0018       1.0018       1.0014        1.001       1.0008       1.0006       1.0004       1.0001            1          1     
    cl_mt_pol_a      22.99    14.806     0.64404          -14.04    48.429    0.00050569     0.01328    0.98621     2.491e-06     0.077946        -9.8341    -0.57209      2.654     5.1554     7.0731     8.8241     10.575     14.244    20.414    28.335    35.089    39.008    43.177    47.012    48.429    48.429    48.429            21815            0.16553              219.23                     1               225.98             0.99797               25.489                0.56597         -0.00049956    -0.0018706    0.00049756    0.0093658    0.023178     0.040293     0.061272      0.11579       0.2271      0.38558      0.52336      0.60414      0.69389      0.79012            1            1          1     
    cl_mt_coh       23.859    15.293       0.641         -14.359     50.17             0    0.012327    0.98767    2.9041e-06     0.022311        -10.726    -0.55074     2.9099     5.4579     7.3862     9.2456     11.053     14.807    21.228    29.389    36.328    40.356     44.66    48.689    50.101     50.17     50.17            23256            0.17085              225.98               0.99797               233.89                   1                25.97                0.55829         -0.00052298    -0.0019405     0.0006437    0.0095711     0.02311     0.040704     0.061798      0.11596      0.22821      0.38644      0.52347      0.60366      0.69294      0.79092      0.90311            1          1     
    cl_mt_pol_c     2.0281    3.0416      1.4997        0.020243    31.247             0           0          1    0.00028359    0.0057542       0.094254     0.13771    0.31584    0.41159    0.56425    0.65619    0.77844    0.99334    1.3763    1.8427    2.2447    2.4822    2.7482    3.2633    6.6224    13.815    31.247           1458.6           0.053878              25.489               0.56597                25.97             0.55829               9.2514                      1          3.4394e-05    0.00056385     0.0048774     0.014029    0.026355     0.041198     0.059335      0.10316      0.19065      0.30913      0.40933      0.46742      0.53175      0.60474      0.78403      0.90624          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=107    1.3917     0.9253     0.0043355       0.40176          0.29556               6.516                 0.10519        -13.499    0.0026217

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.473730 seconds.
Elapsed time is 6.512548 seconds.
                    mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10         p15         p20        p25        p35        p50         p65          p75          p80          p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    _________    _______    _______    _______    ________    ________    _________    __________    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.4626     2.1156      1.4465       -21.519    12.397           0    0.15168    0.84832    2.4426e-06       0        -16.831    -6.7008    -2.1421     -0.734    -0.029055    0.46197    0.83969     1.3748      1.9575      2.4314       2.7332        2.8669     3.0239     3.2634     3.5317    4.0498    4.5894         4.4759                   1               3.2681                0.9599               3.4487             0.93518              0.43967               0.82791           -0.013024    -0.073968    -0.17404    -0.21972     -0.23173     -0.22366     -0.20118     -0.12451      0.05016      0.27522      0.45026      0.54687      0.64577      0.76106       0.8688      0.97128       0.99678  
    cl_mt_pol_a    -1.2615     1.6093     -1.2757        -13.17    47.248    0.029114    0.81228     0.1586    7.5041e-07       0        -10.832    -6.7292    -4.3027     -3.287      -2.7112    -2.3056    -1.9984    -1.4635      -0.923    -0.47067     -0.15774    -0.0012826    0.08314    0.33672    0.59029     1.351    2.3653         3.2681              0.9599               2.5897                     1               2.7301             0.97328               0.3612               0.89417           0.0094593     0.067624      0.2323     0.37998      0.49762       0.6026      0.68108      0.81679      0.95983       1.0386       1.0651       1.0683       1.0668       1.0568       1.0429       1.0141        1.0021  
    cl_mt_coh      -1.2659     1.7431     -1.3769       -13.467    50.135           0    0.77302    0.22698    1.2294e-06       0        -11.692    -7.2188    -4.5358    -3.4579       -2.838    -2.4135     -2.066    -1.4797    -0.88545     -0.3761    -0.062191      0.081931    0.19248     0.4215     0.7275    1.4915    2.5102         3.4487             0.93518               2.7301               0.97328               3.0383                   1              0.36907                0.8435            0.010053     0.071654     0.24976     0.40198      0.53167      0.63126      0.71626      0.86359      0.99593       1.0719       1.0873       1.0867       1.0812       1.0693       1.0474        1.015        1.0022  
    cl_mt_pol_c     1.1626    0.25102     0.21591     0.0026217    5.9463           0          0          1    0.00020369       0        0.51194    0.60024    0.78844    0.87026      0.92925    0.97252     1.0066      1.058      1.1322      1.2299       1.2855        1.3462     1.4478      1.533     1.6416    1.8182    2.0108        0.43967             0.82791               0.3612               0.89417              0.36907              0.8435              0.06301                     1          0.00033776    0.0046747    0.029296    0.065603      0.10403      0.14479      0.18795       0.2771       0.4202      0.57041      0.67751      0.73462      0.79597      0.85758      0.92513      0.98382       0.99824  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=108    3.8828     0.91756    0.048569        0.45444          0.31588               8.0161                0.12371        -18.715    0.016326

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 23.379972 seconds.
Elapsed time is 10.716043 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10        p15         p20          p25          p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    ________    _______    __________    __________    _______    _______    ________    _______    ________    ________    __________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      1.6623     40.096      24.121       -49212    4.1242           0    0.071302     0.9287    1.0583e-09    4.4667e-25    -18.166    -4.3254    -0.53579    0.48789     0.95498      1.2793        1.4734      1.786    2.1078    2.3748    2.5482    2.6439     2.748     2.868    3.0277    3.2777    3.4952         1607.7                    1              3.5753               0.041478              3.8399             0.041972              0.42494              0.042035          -0.069105     -0.11068     -0.15314    -0.15149     -0.12906     -0.094624    -0.05342     0.045915       0.22226     0.42631      0.57342      0.65169      0.73294      0.81853      0.90516      0.97988       0.99786  
    cl_mt_pol_a    1.2967     2.1498      1.6579      -18.258    47.684    0.013247     0.26163    0.72512    9.9875e-12     1.021e-23    -4.8247    -3.2472     -1.8575    -1.1469    -0.71293    -0.38593     -0.063075    0.37491    1.0758    1.8643    2.4775    2.9156    3.4412    4.0545    5.1934    7.3837    10.275         3.5753             0.041478              4.6215                      1              4.8204              0.98274              0.52614               0.97073         -0.0042987    -0.031294     -0.10733     -0.1625     -0.19831      -0.21848    -0.22651     -0.21153      -0.12468    0.050084      0.20209      0.30898      0.43955      0.57511      0.75717      0.93358       0.99125  
    cl_mt_coh      1.4826     2.2816       1.539      -18.683    50.158           0     0.24071    0.75929     1.016e-10    6.3537e-24     -5.236    -3.4906     -1.9289    -1.1337    -0.64278    -0.27532    0.00027135    0.51987    1.2835    2.0816    2.7562    3.2155    3.7351    4.4098    5.5408    7.9006    10.932         3.8399             0.041972              4.8204                0.98274              5.2059                    1              0.53813               0.93546         -0.0040758    -0.029033    -0.099132    -0.14782     -0.17797      -0.19264    -0.19598     -0.17619     -0.087206    0.084147      0.24485      0.34769      0.46067      0.60106      0.76373      0.93813       0.99187  
    cl_mt_pol_c    1.3264    0.25212     0.19008     0.016326    5.7919           0           0          1     1.109e-07    4.4667e-25    0.49594    0.71617     0.90449    0.99445      1.0548      1.1135         1.161     1.2263    1.3356    1.4384    1.4979    1.5267    1.5721    1.6441    1.7275    1.8907    2.0874        0.42494             0.042035             0.52614                0.97073             0.53813              0.93546             0.063566                     1         0.00032385    0.0047179     0.029847    0.066337      0.10437       0.14582     0.18912      0.28101       0.42954     0.58191      0.69228      0.75006      0.80856      0.86866      0.93126      0.98513       0.99837  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=109    3.3581     0.95811    0.059511        0.71745          0.44869               8.9247                0.13487        -17.555    0.0053561

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 28.229438 seconds.
Elapsed time is 18.604841 seconds.
                    mean       sd       coefofvar       min        max        pYis0        pYls0       pYgr0     pYisMINY     pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _________    ______    _________    __________    _____    __________    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      9.6729    0.59812    0.061834        -96165     9.769            0    3.3651e-06      1      6.9671e-14    0.0027274    8.8547    9.4285     9.558    9.5988     9.621    9.6369    9.6492     9.668    9.6888     9.706    9.7154    9.7247    9.7276    9.7388    9.7477    9.7607     9.769         0.35775                   1             0.24891               0.12763              0.25513             0.12323              0.038099              0.080192         0.00083174    0.0095395    0.048923    0.099119      0.14885      0.19838      0.24831      0.34763      0.49782      0.64845      0.75148      0.80272      0.86229      0.90047      0.95024      0.99636          1     
    cl_mt_pol_a    44.179     3.2606    0.073804       -17.127    47.192    8.724e-08    6.7945e-07      1      1.1048e-15      0.14531    21.193    33.212    38.156    40.031    41.225    41.992    42.674    43.782    45.061    46.083     46.68    46.851    47.106    47.192    47.192    47.192    47.192         0.24891             0.12763              10.631                     1               11.185               0.991                1.5482               0.59776         0.00035861    0.0065594    0.039645    0.084317      0.13403      0.18208      0.23023      0.32496      0.47441      0.63251      0.75031      0.78675      0.84478            1            1            1          1     
    cl_mt_coh      46.959     3.4615    0.073714       -17.523    50.173            0     5.333e-07      1      2.6417e-15     0.088784    22.501    35.271    40.599    42.586     43.78    44.573    45.316     46.56    47.915    48.999    49.596    49.811    50.067    50.137    50.173    50.173    50.173         0.25513             0.12323              11.185                 0.991               11.982                   1                1.5519               0.56443         0.00035852    0.0064526    0.039805    0.084539      0.13026      0.17701      0.22497      0.32533      0.47483      0.63295      0.73696      0.78717      0.84183      0.90514            1            1          1     
    cl_mt_pol_c    3.9065    0.79431     0.20333     0.0053561    9.9185            0             0      1      5.4626e-12    0.0027274    2.1738    2.8525    3.1458     3.276    3.3521    3.4695    3.5202    3.5963    3.7112    3.8675    4.0085    4.1498    4.3238    4.7678    5.0387    7.6394    9.9185        0.038099            0.080192              1.5482               0.59776               1.5519             0.56443               0.63092                     1         0.00047355     0.006633    0.037876    0.079302      0.12155      0.16515      0.21092      0.30258      0.44398      0.58983      0.70291      0.74144      0.82229      0.85509      0.91666      0.99169          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=110    2.3291     0.96904    0.027151        0.11395          0.23058               9.0736                0.1006         -14.661    0.0052452

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 36.694807 seconds.
Elapsed time is 26.234776 seconds.
                    mean        sd       coefofvar       min        max       pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1         p1          p5         p10        p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ________    _________    _________    ______    ________    __________    _______    __________    __________    ________    ________    ________    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      7.3703     0.63367    0.085975       -800.57    17.615           0    1.5598e-12          1    1.7967e-22    1.8302e-31      5.6023      6.0772      6.4236     6.5983     6.7291     6.8331     6.9331     7.1049    7.3273    7.5575    7.7608    7.8783    8.0196    8.1984     8.477    9.0711    9.8286         0.40153                  1                0.7341              0.99069               0.72684            0.95332              0.052977              0.93412          0.00073593     0.0080073      0.042248       0.08711      0.13322     0.17818      0.22785       0.3242      0.46748      0.61981      0.72166      0.77466       0.8317      0.88355      0.94016      0.98725       0.99864  
    cl_mt_pol_a    1.4978      1.1694     0.78073       -14.135    48.678    0.011857      0.048714    0.93943    4.6665e-26     2.539e-29    -0.83234    -0.36107           0    0.20223    0.37055    0.53887    0.62303    0.95967    1.2963    1.7171    2.1379    2.3904    2.6429    3.0637    3.6528    5.0835    7.0192          0.7341            0.99069                1.3674                    1                1.3653            0.97034              0.093309              0.89154          -0.0006829    -0.0042482    -0.0080146    -0.0020112    0.0090124    0.028255     0.038456      0.10353      0.20683      0.36289      0.49972      0.57563      0.64752      0.74847      0.85221      0.96232       0.99491  
    cl_mt_coh      1.6545      1.2032     0.72724       -14.629    50.129           0      0.038867    0.96113    1.0824e-23    1.7416e-29     -0.7873    -0.26863    0.080382    0.31229    0.48518    0.65807    0.76871     1.0903    1.4603    1.8925    2.3247    2.5599    2.8434    3.2756    3.8807    5.3503    7.3385         0.72684            0.95332                1.3653              0.97034                1.4477                  1              0.093019              0.86378          -0.0006016    -0.0033353    -0.0044266      0.002692     0.015021    0.033152     0.053255      0.11063      0.22734      0.38312      0.51769      0.57679      0.66156      0.75913      0.85887      0.96411       0.99514  
    cl_mt_pol_c    1.3205    0.089501    0.067779     0.0052452    3.8197           0             0          1    8.7715e-21    1.8302e-31       1.003      1.0555      1.1548     1.2096     1.2552     1.2661     1.2712     1.2843    1.3211    1.3668    1.3891    1.3961    1.4073    1.4216    1.4509    1.5031    1.5604        0.052977            0.93412              0.093309              0.89154              0.093019            0.86378             0.0080105                    1          0.00075359     0.0078145      0.042117      0.088138      0.13695     0.18357       0.2336      0.32787      0.47616      0.62728      0.73423      0.78464      0.83894      0.89097      0.94422      0.98883        0.9988  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=111    1.4953     0.92165    0.059488        0.23705          0.40233               2.1463                0.10991        -7.5555    0.019417

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.627616 seconds.
Elapsed time is 8.221919 seconds.
                     mean        sd       coefofvar      min        max        pYis0       pYls0      pYgr0       pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65        p75        p80        p85        p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    _________    _______    ________    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    _______    _______    _______    ________    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.50981     2.0995     -4.1182      -9.7231    13.418            0    0.58351     0.41649     0.0001223    5.8345e-38      -9.593    -5.7792    -4.0193    -3.2122    -2.6705    -2.2454    -1.8788    -1.2624    -0.44118    0.35727    0.95443     1.2916     1.6782     2.1557      2.8074    3.9156    5.0553         4.4078                   1               3.7124               0.93523               3.8277             0.90455               0.51863              0.99237             0.01999      0.13693     0.50799     0.85605       1.1427       1.3814       1.5822       1.8887       2.1384       2.1525       2.0244       1.9146       1.7696       1.5822      1.3416        1.0864        1.0106  
    cl_mt_pol_a     -4.0443     1.8907    -0.46751      -7.3712    47.193    0.0021223    0.96484    0.033036    0.00010675    3.2049e-36     -7.2211    -6.9339    -6.5455    -6.2131    -5.9506    -5.7085    -5.4901    -5.0318     -4.3685    -3.6178    -2.9422    -2.5368    -2.0413    -1.4115    -0.44639    1.3659    3.6899         3.7124             0.93523               3.5748                     1               3.6592              0.9602               0.44352              0.94236           0.0019438     0.017526    0.083924     0.16513      0.23831      0.31142      0.38043       0.5127      0.68432      0.83229      0.91286      0.94712       0.9751      0.99653      1.0084        1.0058        1.0011  
    cl_mt_coh       -4.2236     2.0155    -0.47721      -7.5235    50.141            0    0.96288     0.03712    0.00065181    3.7536e-37     -7.4963    -7.3425    -6.8808    -6.5458    -6.2607    -5.9846    -5.7492    -5.2875     -4.5724     -3.726    -3.0335    -2.6216     -2.083    -1.4176    -0.39016    1.5335    3.9958         3.8277             0.90455               3.6592                0.9602               4.0624                   1                0.4576              0.91205           0.0036442     0.017896    0.087825     0.16502      0.24018      0.31443      0.38504      0.51374      0.68829      0.83774       0.9173       0.9497      0.97828      0.99838      1.0095        1.0062        1.0012  
    cl_mt_pol_c       1.024    0.24893     0.24309     0.019417    6.8677            0          0           1     0.0010366    5.8345e-38    0.019417    0.44171    0.62204    0.71517    0.77759    0.82248    0.86133    0.92976      1.0284     1.1182     1.1867     1.2299     1.2753     1.3382      1.4372    1.6238     1.839        0.51863             0.99237              0.44352               0.94236               0.4576             0.91205              0.061964                    1          1.9656e-05    0.0031277    0.024569    0.057322      0.09401      0.13264      0.17381      0.26124      0.40472      0.56149      0.67322      0.73215      0.79337      0.85705      0.9244       0.98326       0.99813  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=112    1.3755     0.91033    0.012426        0.12889          0.20114               3.6499                0.13968        -17.913    0.010329

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 16.299793 seconds.
Elapsed time is 9.330004 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25         p35        p50        p65         p75         p80         p85          p90         p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    ________    __________    ________    ________    ________    _______    _______    _______    _______    ________    _______    _______    ________    ________    ________    ________    _________    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.069084     3.0984       44.85      -9.9059    11.255           0      0.313       0.687    7.5736e-05       0         -9.8802     -9.8407    -7.2994    -4.9635    -3.2047    -1.8817    -0.89174    0.41065     1.3921      1.9187      2.1777      2.2902      2.4066       2.5348      2.666     2.9161     3.1693         9.6004                   1                9.8743               0.85957              12.582             0.99655               0.27137               0.46149           -0.19169        -1.614      -6.367     -10.763      -13.683      -15.498      -16.484      -16.741      -14.628      -10.999      -8.0363      -6.4147      -4.6895      -2.9111     -0.99247      0.61959       0.95631  
    cl_mt_pol_a     -3.0029     3.7075     -1.2346      -16.086    45.787    0.046002     0.9141    0.039893    0.00076707       0         -15.649     -14.841    -11.837    -9.0004    -6.8572    -5.2968       -4.12    -2.5726    -1.3998    -0.80105    -0.46361    -0.35063    -0.20495    -0.039647          0    0.21988    0.57107         9.8743             0.85957                13.746                     1              12.943             0.85671              0.013199              0.018759           0.015074      0.062634     0.22789     0.40063       0.5324       0.6326      0.71039      0.81922      0.91419      0.96792       0.9894      0.99637       1.0002       1.0025       1.0026       1.0014        1.0002  
    cl_mt_coh       -3.1732     4.0749     -1.2842      -16.456    50.179           0    0.88051     0.11949    0.00067207       0          -16.42     -16.346    -12.916    -9.7685    -7.4208    -5.6797     -4.3986    -2.6942    -1.4131    -0.75414    -0.39859    -0.24202    -0.11643     0.061346    0.15023     0.4014    0.75696         12.582             0.99655                12.943               0.85671              16.605                   1               0.34906               0.45138           0.016178      0.067346     0.23499     0.41285      0.54787      0.65049       0.7291      0.83838      0.93079      0.98061      0.99871       1.0037       1.0062       1.0064       1.0047       1.0016        1.0002  
    cl_mt_pol_c      1.2333    0.18978     0.15388     0.010329    6.5164           0          0           1      0.016594       0        0.010329    0.010329     1.1482     1.1676     1.1784      1.188      1.1961     1.2118     1.2338      1.2605      1.2866      1.3009       1.315       1.3465     1.4603     1.6137     1.9886        0.27137             0.46149              0.013199              0.018759             0.34906             0.45138              0.036016                     1         0.00013898    0.00013898    0.028917    0.076304      0.12358      0.17149      0.21981      0.31741      0.46625      0.61843      0.72116      0.77339      0.82746      0.88011      0.93736      0.98573       0.99837  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=113    4.4982     0.92371    0.0071423       0.44782          0.23363               4.286                 0.10606        -10.845    0.025408

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.425008 seconds.
Elapsed time is 9.143709 seconds.
                     mean        sd       coefofvar        min         max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10          p15         p20        p25        p35        p50          p65         p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ___________    ______    ________    _______    _______    __________    ________    _______    _______    _______    ________    _________    _______    _______    _______    ________    _________    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       0.93338     12.371      13.254     -1.0861e+05    3.6122           0    0.15186    0.84814    9.9705e-10       0        -24.822    -7.9365     -2.347    -0.77014    -0.012057    0.44288    0.76203     1.1936       1.595        1.851     2.0007     2.0645     2.1311     2.2172    2.3269    2.4974    2.6528         153.03                   1                3.078               0.14925               3.2349             0.14682               0.34393               0.1428           -0.057428     -0.17617    -0.35606    -0.43353     -0.45237     -0.43991     -0.40669     -0.30059     -0.073496     0.20412      0.41528      0.52103      0.6329       0.75476      0.86998      0.97258       0.99711  
    cl_mt_pol_a    -0.98081     1.6671     -1.6997         -10.375    49.242    0.019096    0.70069    0.28021    1.2234e-11       0        -7.0101    -5.6279    -4.1443      -3.307      -2.7209    -2.2817    -1.9356    -1.3724    -0.69817     -0.17058    0.13574    0.37803    0.53957    0.86263    1.3472    2.3164    3.6087          3.078             0.14925               2.7791                     1               2.9256             0.98533               0.31592              0.97338           0.0075544     0.064078     0.26161     0.44637      0.59992      0.72655      0.83541       1.0046        1.1614      1.2241       1.2227       1.2041      1.1873        1.1495       1.0945       1.0288        1.0036  
    cl_mt_coh      -0.97175     1.7811     -1.8329         -10.813    50.136           0    0.66565    0.33435    1.2993e-10       0        -7.4811     -5.991      -4.39     -3.4693      -2.8186    -2.3565    -2.0051    -1.3803    -0.64825    -0.075324    0.24652    0.43867    0.67918    0.97861    1.4667    2.4687    3.6924         3.2349             0.14682               2.9256               0.98533               3.1723                   1               0.32493              0.93704           0.0083561     0.069445     0.27745     0.47608      0.64321      0.77558      0.88207       1.0576        1.2131      1.2645       1.2546        1.237      1.2061        1.1658       1.1049       1.0302        1.0043  
    cl_mt_pol_c      1.1834    0.19469     0.16452        0.025408    3.4757           0          0          1    7.2204e-09       0        0.50934    0.68953     0.8571     0.93719      0.98463     1.0232     1.0616     1.1165      1.1827       1.2535      1.318     1.3668     1.4011      1.451    1.4922    1.5859    1.6833        0.34393              0.1428              0.31592               0.97338              0.32493             0.93704              0.037905                    1          0.00037657    0.0051831    0.031961    0.070077      0.11075      0.15315      0.19771      0.28981       0.43541     0.58896      0.69909      0.75765      0.8133        0.8731      0.93463      0.98643       0.99863  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=114    1.6049     0.95231    0.010363        0.17961          0.19152               8.0134                0.13414        -7.729     0.0071865

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 13.866225 seconds.
Elapsed time is 3.715305 seconds.
                    mean        sd       coefofvar       min        max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5          p10          p15          p20          p25         p35        p50         p65        p75        p80       p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    _______    __________    _______    __________    ________    ________    ________    ________    _________    _________    _________    _________    _______    ________    _______    _______    _______    ______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       4.5878    0.31512    0.068686        -26.89    15.088          0    8.5527e-09          1    1.4829e-14       0          3.4791      3.8149      4.0582        4.186       4.2588       4.3198       4.3802     4.4882      4.5931     4.7027     4.7969     4.8476    4.9081     4.9824     5.1087    5.3226    5.5772        0.099302                  1              0.094428               0.9711              0.075605             0.7484              0.039723              0.97003          0.00072859    0.0081641     0.044321     0.088002      0.13706       0.1812       0.2318      0.32952     0.47399      0.63173      0.73086      0.78263      0.84261      0.89499      0.94629      0.98835       0.99879  
    cl_mt_pol_a    0.13805    0.30857      2.2353       -7.3146    48.112    0.10972       0.30271    0.58757    1.5934e-17       0        -0.75846    -0.49824    -0.28906     -0.21406     -0.14601    -0.079879    -0.010152          0    0.065265    0.21804    0.29442    0.37081    0.4472    0.52358    0.75274    1.0583    1.5166        0.094428             0.9711              0.095216                    1               0.08125            0.82135              0.036627              0.91342           -0.006779    -0.044843     -0.16143     -0.25412     -0.32208     -0.34045     -0.35985      -0.3629    -0.29796     -0.10499     0.052259      0.21831      0.34263      0.46674      0.74973      0.92133       0.99022  
    cl_mt_coh      0.28508    0.32058      1.1245        -7.697    50.172          0       0.13828    0.86172    2.3064e-15       0         -0.6885    -0.41471    -0.18318    -0.071074    0.0061043     0.055688      0.10185    0.16046     0.23764    0.35707    0.46917    0.51143    0.5886     0.7007    0.85506    1.2409     1.704        0.075605             0.7484               0.08125              0.82135               0.10277                  1              0.029967              0.71933          -0.0031463    -0.019276    -0.058149    -0.080087    -0.082834    -0.079066    -0.061208    -0.014021     0.12838      0.24658      0.41967      0.46284      0.56385      0.69151      0.81039      0.95735       0.99486  
    cl_mt_pol_c     1.2762    0.12995     0.10183     0.0071865     4.139          0             0          1    7.2979e-14       0         0.93803     0.99539        1.07       1.0974       1.1194       1.1398       1.1677     1.2441      1.3032     1.3364     1.3572     1.4009    1.4147     1.4352     1.4797    1.5494    1.5991        0.039723            0.97003              0.036627              0.91342              0.029967            0.71933              0.016887                    1          0.00074299      0.00763     0.041474     0.086175      0.12898        0.177      0.21624      0.31983     0.46273      0.61538      0.72679      0.77316      0.82858        0.888      0.94337      0.98851       0.99881  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=115    1.1384     0.93559    0.013247        0.33644         0.074709               4.8221                0.09999        -12.549    0.018979

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 22.863064 seconds.
Elapsed time is 57.833430 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1         p1          p5          p10         p15        p20        p25        p35        p50        p65        p75        p80        p85         p90         p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    ________    __________    ________    ________    ________    ________    _________    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.4899     1.7619     0.70761     -0.76273    16.439           0    0.11168     0.88832    0.00030101       0        -0.75027    -0.72471    -0.69839    -0.048634    0.15745    0.69995     1.0008     1.8206      2.723     3.5642     4.0616     4.2623      4.4939      4.6672     4.8913     4.9844     5.0791         3.1042                   1               3.4758                0.54086              6.9317             0.99866              0.44621                0.44807         -0.0004661    -0.0046188     -0.014939    -0.024516    -0.023419    -0.014067    0.0024915    0.059786      0.19681      0.38757      0.54147      0.62517      0.71251      0.80518      0.91196      0.98286       0.99868  
    cl_mt_pol_a    -4.8955     3.6476    -0.74508      -12.243    45.715    0.083866    0.91613           0     0.0021525       0         -12.243     -11.811     -11.606        -10.1    -9.8117    -8.5193    -8.0632    -6.1627    -4.3382    -2.6658    -1.6293    -1.2645    -0.71357    -0.53721          0          0          0         3.4758             0.54086               13.305                      1              7.6356             0.53136              -1.0256               -0.49746          0.0053828      0.062286        0.1259      0.23374      0.34946      0.42912      0.51333      0.6572      0.81906      0.92381      0.96751      0.98211      0.99221      0.99889            1            1             1  
    cl_mt_coh      -5.1822     3.9396    -0.76022      -12.517    50.128           0    0.91609    0.083909     0.0014469       0         -12.517     -12.469     -12.445      -10.796    -10.521    -9.0999    -8.5982    -6.5317    -4.5844    -2.7447     -1.646    -1.2635    -0.67817    -0.46294    0.10399    0.12799    0.12799         6.9317             0.99866               7.6356                0.53136               15.52                   1               1.0121                0.45449          0.0034949      0.060791       0.12572      0.23673      0.34544      0.43855      0.51916     0.66431      0.82588      0.93005      0.97175      0.98564      0.99502       1.0008       1.0008            1             1  
    cl_mt_pol_c     1.8368    0.56523     0.30772     0.018979    5.9036           0          0           1      0.083866       0        0.018979    0.018979    0.018979       1.8076     1.8794     1.8969     1.9079      1.933     1.9654     2.0052     2.0404     2.0642      2.0967      2.1445     2.2348     2.4857     2.8095        0.44621             0.44807              -1.0256               -0.49746              1.0121             0.45449              0.31949                      1         0.00086654    0.00086654    0.00086654     0.015962     0.066301      0.11807      0.16988      0.2757      0.43357      0.59528      0.70533       0.7613      0.81816      0.87568      0.93504       0.9858       0.99852  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=116    1.0477     0.88755     0.01552        0.11641          0.33294               5.5805                0.10864        -8.6606    0.002606

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 12.681551 seconds.
Elapsed time is 7.072279 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0       pYgr0       pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50         p65        p75        p80        p85        p90         p95         p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    _________    __________    ________    ________    ________    _______    _______    _______    _______    _______    _______    ________    _______    _______    _______    _______    ________    ________    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.72629      2.173     -2.9919      -4.6894    12.711           0    0.58128      0.41872    0.00049294       0         -4.6744     -4.6435    -4.4436    -3.7992    -3.4037    -2.9459    -2.5309    -1.7222    -0.58877    0.47465     1.1421     1.4884     1.8067      2.1481      2.4786      2.886     3.3538         4.7217                   1               3.8603               0.71665               5.7327             0.97774              0.74984               0.90942            0.015072       0.12637      0.34826     0.60386      0.85032       1.0692       1.2574        1.548       1.7851       1.7962       1.6847       1.5935       1.4811       1.3449       1.1867       1.0364        1.0029  
    cl_mt_pol_a     -4.2392     2.4789    -0.58476      -8.4494    44.293    0.048718    0.94548    0.0058056    0.00098375       0         -8.2804     -8.1181    -7.9621    -7.6016    -7.1752    -6.8085    -6.3971    -5.5828     -4.3457    -3.0594    -2.1528    -1.6821    -1.1849    -0.73807           0          0    0.58429         3.8603             0.71665                6.145                     1               5.0648             0.75722              0.37092               0.39434            0.011777      0.042624      0.10139      0.1923      0.27959      0.36103      0.43918      0.57985       0.7563      0.88467      0.94572      0.96772      0.98485      0.99568       1.0004       1.0004        1.0001  
    cl_mt_coh       -4.5034     2.6982    -0.59916      -8.6286    50.139           0    0.94346     0.056545    0.00098527       0         -8.6018     -8.5751    -8.5483    -8.1294    -7.7373    -7.2935    -6.8746    -5.9871     -4.6271    -3.2155    -2.2228    -1.6987    -1.1765     -0.6792    0.085531    0.13906    0.70565         5.7327             0.97774               5.0648               0.75722               7.2805                   1               0.8873               0.86664             0.01239      0.041602     0.095773     0.19698      0.28237      0.36471      0.44067      0.58282      0.75985      0.89006      0.95062      0.97313      0.98829      0.99816       1.0016       1.0006        1.0002  
    cl_mt_pol_c       1.233    0.37945     0.30774     0.002606    9.0098           0          0            1      0.043118       0        0.002606    0.002606    0.50982     0.9086    0.98546     1.0363     1.0689     1.1371      1.2544     1.3876     1.4924     1.5458        1.6      1.6555      1.7342       1.81     2.1172        0.74984             0.90942              0.37092               0.39434               0.8873             0.86664              0.14398                     1          9.1132e-05    9.1132e-05    0.0045021    0.032153     0.071444      0.11187      0.15472      0.24407       0.3894      0.55009      0.66733      0.72895      0.79213      0.85949      0.93111      0.98418       0.99896  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=117    4.2986     0.89817    0.027361        0.55331          0.46758               2.3481                0.1041         -18.423    0.025372

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.462672 seconds.
Elapsed time is 5.627012 seconds.
                    mean        sd       coefofvar      min        max        pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25         p35         p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _________    _______    _______    __________    __________    _______    _______    _______    _______    _______    _______    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -7.9626     324.85     -40.796       -55597    2.9258            0     0.3395     0.6605    2.1516e-07    1.0601e-12    -889.49    -59.516    -11.918     -5.438    -3.0499    -1.7596    -0.93926    0.081404    0.92231    1.4472    1.7304     1.864    1.9997    2.1445    2.3169    2.5425    2.6973       1.0553e+05                  1              104.33               0.081427              117.74             0.088198              9.0169               0.072692            0.69466      0.89482      1.0149      1.0651        1.091       1.1056       1.1139       1.1187       1.1084       1.0857       1.0655       1.0545       1.0424       1.0294       1.0153       1.0033        1.0003  
    cl_mt_pol_a    0.48015     3.9441      8.2143      -17.974    48.668    0.0083463    0.47602    0.51564    6.4272e-08    1.5891e-11    -11.154    -7.7398    -5.3758    -4.1674    -3.3471    -2.6843     -2.1044     -1.1304    0.14247    1.5671    2.7246    3.4369    4.3273    5.4848    7.4436    11.717    17.149           104.33           0.081427              15.556                      1              15.976              0.98565              1.4788                0.98189          -0.026836     -0.19204    -0.71823     -1.2141      -1.6035      -1.9163      -2.1651       -2.497      -2.6398      -2.3616      -1.9073      -1.5962      -1.1897     -0.71169     -0.04611      0.71366       0.96026  
    cl_mt_coh      0.53216     4.1095      7.7224      -18.391    50.133            0    0.46845    0.53155    2.2568e-07    2.1216e-12    -11.805    -8.1614    -5.6507    -4.3701    -3.4806    -2.7644     -2.1747     -1.1023     0.2543    1.6673    2.8564    3.5882     4.503    5.7681    7.7708    12.095    17.726           117.74           0.088198              15.976                0.98565              16.888                    1              1.4863                0.94714          -0.025412     -0.18317    -0.68175     -1.1505      -1.5144      -1.8112       -2.039      -2.3437      -2.4558      -2.1899       -1.764      -1.4635      -1.0843     -0.60078     0.020455       0.7277       0.96276  
    cl_mt_pol_c     1.2486    0.38185     0.30581     0.025372      7.19            0          0          1    9.6682e-06    1.0601e-12    0.22483    0.42568    0.63513    0.77112     0.8494    0.92291     0.97954       1.086     1.2427    1.3877    1.5036    1.5671    1.6438     1.739    1.8878    2.1831    2.5244           9.0169           0.072692              1.4788                0.98189              1.4863              0.94714             0.14581                      1         0.00014259    0.0026781    0.020465    0.048955     0.081353      0.11699      0.15505      0.23815      0.37748      0.53588      0.65103      0.71328      0.77703      0.84488      0.91711      0.98135       0.99787  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=118    2.1021     0.87412    0.042861        0.52135          0.4195                8.6198                0.1417         -6.1709    0.0063277

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 11.311381 seconds.
Elapsed time is 4.111947 seconds.
                     mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35         p50         p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.11189     4.3523     -38.899        -239.5    5.9023           0    0.35953    0.64047    8.9536e-06    2.8733e-54    -42.494    -12.312    -5.0271    -3.0191    -1.9917    -1.2855    -0.7777    -0.06876     0.70903      1.305     1.6696     1.8701    2.0905    2.3375    2.6888    3.2686    3.7945         18.943                   1               4.5281                0.5641               4.7498             0.54576               1.0883               0.59162              0.7653       2.2906      4.9177      6.6503       7.7546       8.4753         8.93        9.289       8.8165       7.4522       6.1271       5.3229       4.4484       3.4629       2.3558      1.3127          1.035  
    cl_mt_pol_a    -0.32628     1.8443     -5.6526       -6.0204    47.945    0.018009     0.5965    0.38549    2.8245e-09     2.334e-53    -4.8717    -4.0016    -3.1167    -2.5767     -2.182    -1.8532    -1.5643     -1.0639    -0.40612    0.20347    0.70753    0.99556    1.4276    1.9317    2.9398     5.028    7.9084         4.5281              0.5641               3.4015                     1               3.5592             0.96506              0.75996               0.97497            0.015777      0.13474     0.56478     0.99957       1.3733        1.681       1.9382       2.3368        2.662       2.6972       2.5585       2.4397       2.2423       2.0153       1.6318      1.1911         1.0265  
    cl_mt_coh      -0.25198     1.9997     -7.9359       -6.1389    50.181           0    0.56076    0.43924    1.3088e-07     1.882e-53    -5.3136    -4.3374    -3.3612    -2.7604    -2.3098    -1.9344    -1.5962     -1.0332    -0.28229    0.31888    0.84454     1.2196    1.6328    2.1958    3.2098    5.4249    8.3914         4.7498             0.54576               3.5592               0.96506               3.9986                   1              0.75954               0.89873            0.022996      0.19846        0.79      1.3972       1.8911       2.3081       2.6599        3.179       3.5573        3.529       3.2912       3.0685       2.7992       2.4342       1.9032      1.2642         1.0374  
    cl_mt_pol_c      1.1939    0.42263       0.354     0.0063277    6.9921           0          0          1    7.6764e-05    2.8733e-54    0.15095    0.32747      0.561    0.68022    0.77056    0.84066    0.89748      1.0001      1.1408     1.3417     1.4695     1.5569    1.6477    1.7534    1.9417    2.2739    2.6478         1.0883             0.59162              0.75996               0.97497              0.75954             0.89873              0.17862                     1          9.3664e-05    0.0020742    0.017876    0.043841     0.074223      0.10832      0.14445      0.22564      0.36004      0.51442      0.63191      0.69756      0.76235      0.83406      0.91101      0.9796        0.99767  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=119    3.5242     0.95412    0.0067089       0.68617          0.22415               9.3901                0.11866        -8.4739    0.017135

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 16.354430 seconds.
Elapsed time is 5.709286 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10         p15         p20         p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    ________    _______    __________    __________    _______    _______    ________    ________    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.2061     1.7665     0.55098       -11374    7.5303           0    0.022288    0.97771    5.0332e-10    1.0665e-38    -7.1222    -1.2639      1.0519      1.8539      2.2452      2.5169      2.721     3.0334    3.4167    3.7599    3.9969    4.1282    4.2824    4.4605    4.7211    5.1466    5.5521         3.1205                   1               1.8702                0.5867               1.8054             0.55746               0.25861              0.67505          -0.0042359    -0.012308    -0.0088903     0.014508     0.047478     0.083734      0.12484        0.219     0.36617      0.53663      0.65398      0.71769      0.78454      0.85149      0.92301      0.98342       0.99824  
    cl_mt_pol_a    1.4888     1.8046      1.2121      -8.0826    49.667    0.017083     0.16941    0.81351    1.8655e-12    4.0107e-38    -3.1026    -1.7749    -0.79656    -0.31396    -0.09774    0.046696      0.202    0.59026    1.1338    1.8327    2.4539    2.7645    3.3081    3.8517    4.9388    7.1131    9.8309         1.8702              0.5867               3.2565                     1               3.2604             0.98548               0.35488              0.90678          -0.0024621    -0.016426      -0.04718     -0.06476    -0.070983    -0.070683    -0.064461    -0.033128    0.052351      0.20871      0.34821      0.42551      0.53962      0.64273      0.79395      0.94519       0.99267  
    cl_mt_coh      1.6258     1.8334      1.1277      -8.4419    50.152           0     0.13634    0.86366    4.8332e-12     3.541e-38    -3.3189    -1.8336    -0.73919    -0.22195    0.042546     0.19889    0.35524    0.73437    1.2933    1.9369    2.5923     2.935    3.4222    4.0294    5.1238    7.3127    10.049         1.8054             0.55746               3.2604               0.98548               3.3613                   1               0.34133              0.85847          -0.0023778     -0.01563     -0.043569    -0.057117    -0.059087    -0.054199    -0.043904    -0.013187    0.084912      0.22675      0.36786      0.45373      0.54768       0.6622      0.80593      0.94864       0.99315  
    cl_mt_pol_c    1.2801    0.21687     0.16942     0.017135    3.4028           0           0          1    2.8645e-09    1.0665e-38    0.60543    0.76636     0.89745     0.97253       1.018      1.0908     1.1571     1.2219    1.3052    1.3865    1.4249    1.4707    1.4879    1.5536    1.6026    1.7335    1.8714        0.25861             0.67505              0.35488               0.90678              0.34133             0.85847              0.047033                    1          0.00042509    0.0054761      0.031889     0.068678      0.10756      0.15001      0.19374      0.28821     0.43518      0.59207      0.69902      0.75718      0.81366      0.87274      0.93419      0.98608       0.99854  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=120     4.935     0.88277    0.032634        0.4299           0.22865               6.956                 0.11297        -11.598    0.0055905

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.841776 seconds.
Elapsed time is 10.247670 seconds.
                    mean        sd       coefofvar        min         max        pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35         p50         p65        p75         p80         p85          p90         p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    _________    _______    ________    __________    ________    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    ________    ________    ________    _________    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -1.8595     3708.6     -1994.4     -1.8574e+08    2.1541            0    0.48021     0.51979    1.8917e-11       0        -87.359    -22.471    -8.0859    -4.7366    -3.2512    -2.2928    -1.6368    -0.73814    0.088661    0.62242     0.90053      1.0265      1.1506       1.2693      1.401    1.5623    1.6922       1.3754e+07                  1              8.5766              0.0013502              9.6531            0.0013901               1.2664             0.0014915             0.3084      0.48718      0.7546     0.91789       1.0236       1.0974       1.1499       1.2121       1.2351        1.205       1.1639       1.1381       1.1088       1.0762       1.0401       1.0087        1.0009  
    cl_mt_pol_a    -2.2887     1.7128     -0.7484         -11.077    48.181    0.0062094    0.90035    0.093444     6.147e-14       0        -6.7813    -5.9813    -5.0934    -4.5168    -4.1648    -3.8374    -3.5396     -3.0217     -2.2818    -1.5603     -1.0239     -0.7426    -0.43196    -0.062002    0.49141    1.4484    2.6446           8.5766          0.0013502              2.9339                      1              3.1662               0.9872              0.38675               0.98622          0.0031365     0.029055     0.12463     0.22831      0.32213      0.41542      0.49862      0.63646      0.80926      0.93311      0.99269       1.0096       1.0228       1.0274       1.0222       1.0081        1.0012  
    cl_mt_coh      -2.3904     1.8725    -0.78333         -11.566    50.145            0    0.89184     0.10816    6.3714e-13       0        -7.3359    -6.4322    -5.4419    -4.8394    -4.4537    -4.1243    -3.7949     -3.1924     -2.3689    -1.5714    -0.99496    -0.69371    -0.33616     0.075594    0.59575    1.6121    2.8474           9.6531          0.0013901              3.1662                 0.9872              3.5061                    1               0.4106               0.95778          0.0033268     0.028662     0.13204     0.23494      0.33722      0.42267      0.50698      0.64939      0.82354      0.95141       1.0036        1.019         1.03       1.0323       1.0255       1.0089        1.0014  
    cl_mt_pol_c     1.0533    0.22895     0.21737       0.0055905    4.4922            0          0           1    2.3084e-10       0        0.36862    0.52699    0.67819    0.74506    0.80995    0.86603    0.90263      0.9648      1.0511      1.145      1.2119      1.2519      1.2949        1.339     1.4419    1.5712    1.6977           1.2664          0.0014915             0.38675                0.98622              0.4106              0.95778             0.052418                     1         0.00030385    0.0043642    0.028032    0.062079     0.098709      0.13873      0.18073       0.2697      0.41325      0.56981      0.68221      0.73948      0.79984      0.86228      0.92926      0.98464       0.99836  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=121    3.4913     0.91807    0.043851       0.029806          0.32241               5.3813                0.12468        -7.8891    0.014847

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.301906 seconds.
Elapsed time is 9.791172 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10        p15        p20        p25         p35          p50         p65        p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    ________    _______    __________    __________    _______    _______    ________    _______    _______    _______    ________    ________    _________    _______    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.6865     1.3932     0.82609       -14406     4.712           0    0.056267    0.94373    6.7518e-10     1.381e-82    -7.4048    -2.5113    -0.13488    0.61217    0.99745     1.2466      1.4353      1.7002       1.9555     2.1611      2.288     2.3539      2.428    2.5228    2.6507    2.8741    3.0992          1.941                   1               1.2114               0.68573               1.2679              0.6642               0.16001              0.66271          -0.0066348    -0.027642    -0.050212    -0.041534    -0.016821    0.016257     0.056539      0.14984      0.31284      0.50209      0.6338       0.69885      0.76785      0.84295      0.91742      0.98244       0.99812  
    cl_mt_pol_a    -0.24751      1.268     -5.1232      -7.5457      47.9    0.022474      0.5384    0.43912    3.2722e-13    2.3037e-80    -5.1077    -3.8116     -2.5156    -1.8675    -1.4734    -1.1919    -0.95903    -0.55853      -0.1363     0.2271    0.52366    0.74608    0.89436    1.2651    1.7099    2.5996    3.7859         1.2114             0.68573               1.6079                     1               1.6598             0.95534               0.21598              0.98278            0.022511      0.17956      0.66988        1.108       1.4577      1.7177       1.9367       2.2447       2.4387       2.4041      2.2461        2.0683       1.9628       1.7038       1.4237       1.1243        1.0153  
    cl_mt_coh      -0.16233     1.3702     -8.4405      -7.8571     50.16           0     0.50303    0.49697    8.0005e-11    1.3234e-80    -5.5034    -4.0785     -2.6216    -1.9251    -1.4927    -1.1831    -0.91901    -0.48656    -0.022207    0.37835    0.70622     0.8746     1.0932    1.4163    1.8807    2.8732    4.0477         1.2679              0.6642               1.6598               0.95534               1.8773                   1               0.22153               0.9329            0.036763      0.29482        1.097       1.7985       2.3228       2.718        3.053       3.4827       3.6917       3.5291      3.1745        2.9452       2.6465       2.2592       1.7623       1.2043        1.0277  
    cl_mt_pol_c      1.2349    0.17331     0.14035     0.014847    5.2942           0           0          1    3.0919e-09     1.381e-82    0.61774    0.79719     0.94376      1.015     1.0598     1.0946      1.1247      1.1694       1.2186     1.3195     1.3441      1.401      1.428    1.4475    1.5077    1.5881    1.7123        0.16001             0.66271              0.21598               0.98278              0.22153              0.9329              0.030036                    1          0.00044877    0.0058477     0.034689     0.074602      0.11648      0.1604      0.20508       0.2984      0.44331      0.60099      0.7062       0.76526      0.81918      0.87897      0.93731      0.98686       0.99862  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=122    1.3506     0.92303    0.048924        0.51286          0.25912               2.3481                0.14355        -5.0165    0.0042178

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.202843 seconds.
Elapsed time is 7.074574 seconds.
                    mean        sd      coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10         p15         p20        p25        p35        p50         p65          p75         p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    _________    ______    ________    _______    _______    __________    ________    _______    _______    _______    ________    ________    _______    _______    _______    ________    ________    _________    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.6932    1.6342     0.96516       -14.623    14.438           0    0.15315    0.84685      1.16e-05       0        -4.6841    -2.8176    -1.3385    -0.54603    -0.02633    0.37501    0.72055      1.268      1.9271      2.4854       2.8617     3.0683      3.292     3.5759     3.959    4.7105    5.4997         2.6707                   1               2.3618               0.96339               2.4068             0.91115              0.39011               0.96682          -0.0034199    -0.021657    -0.067134    -0.093785    -0.10176     -0.096209    -0.07968     -0.020102      0.1223      0.31917      0.47744      0.56843      0.65944      0.76019      0.87005      0.97026       0.99664  
    cl_mt_pol_a    -1.1014    1.5001     -1.3619       -4.8224    47.528    0.016495    0.76079    0.22271    6.7511e-06       0        -4.5588    -4.2685    -3.6452      -3.172     -2.7868    -2.4559    -2.1674    -1.6651     -1.0193    -0.43271    -0.077469    0.12591    0.40639    0.68687    1.2478    2.4399    3.9826         2.3618             0.96339               2.2503                     1               2.3741             0.97912              0.35656               0.96269           0.0046062     0.042447      0.18537      0.33854      0.4768       0.59354     0.69787       0.86941      1.0509       1.1498       1.1716       1.1693       1.1541       1.1343       1.0902       1.0278        1.0039  
    cl_mt_coh      -1.0915    1.6164     -1.4809       -4.9845    50.184           0    0.73726    0.26274    7.3403e-05       0        -4.8707    -4.5409    -3.8433     -3.3285     -2.9205     -2.555    -2.2252     -1.708    -0.97482     -0.3508     0.057215    0.23994    0.49852    0.86396    1.4524    2.7028    4.2853         2.4068             0.91115               2.3741               0.97912               2.6127                   1              0.36268               0.90877           0.0047502     0.044493       0.2001      0.36018      0.5036       0.62802     0.73917       0.91804      1.1032       1.1928       1.2066       1.2001       1.1823       1.1523       1.1006       1.0306        1.0045  
    cl_mt_pol_c     1.1808    0.2469      0.2091     0.0042178    5.4924           0          0          1    1.7935e-05       0        0.36038    0.61698    0.80085     0.88985     0.93601    0.98555     1.0191     1.0818       1.157      1.2587         1.32     1.3881     1.4661      1.504    1.6041    1.7881    1.9595        0.39011             0.96682              0.35656               0.96269              0.36268             0.90877              0.06096                     1          0.00023339    0.0043242     0.029078     0.065287     0.10398       0.14467     0.18718       0.27596     0.41837      0.57143      0.68036      0.74051       0.7985      0.86156      0.92759      0.98432       0.99828  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=123    3.7502     0.95736    0.046992        0.83453          0.44892               7.939                 0.11979        -19.885    0.020027

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 27.020332 seconds.
Elapsed time is 15.783708 seconds.
                    mean       sd      coefofvar      min        max        pYis0        pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1        p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ________    ______    _________    __________    _______    __________    _________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      7.9203    4.8739     0.61537       -17171    8.2694            0     0.0012589    0.99874    1.3345e-10    0.0030044    -1.0469    5.5009    7.2015    7.5862    7.7498    7.8491    7.9174    8.0072    8.0884    8.1442    8.1752    8.1874    8.2045    8.2229    8.2377    8.2584    8.2694         23.755                    1              4.2819               0.10442               4.4387             0.10332              0.33618               0.059827         -0.0015689    0.0028885    0.036574    0.083597      0.13207      0.18128      0.23103       0.3317      0.48471      0.63838      0.74197      0.79256      0.87241       0.8967        0.948      0.99595          1     
    cl_mt_pol_a    39.197    8.4133     0.21465        -19.4    47.756    1.698e-06     1.235e-05    0.99999    5.9403e-12      0.11811     5.0117    12.864    22.056    27.232    30.266    32.675    34.727     37.94    41.509    44.454     46.06    46.774    47.399    47.756    47.756    47.756    47.756         4.2819              0.10442              70.784                     1               73.964             0.99735               6.2099                0.64021         8.6946e-05    0.0023859    0.021045    0.053146     0.090326      0.13124      0.17456      0.26716      0.41856      0.58752      0.70078      0.75809       0.8217            1            1            1          1     
    cl_mt_coh      41.168    8.8146     0.21411      -19.853    50.153            0    1.0479e-05    0.99999    1.0131e-11     0.067544     5.3702    13.562    23.246    28.634    31.811     34.27    36.452    39.846    43.613    46.666    48.378    49.126    49.749    50.123    50.153    50.153    50.153         4.4387              0.10332              73.964               0.99735               77.698                   1               6.3563                0.62547         8.7916e-05    0.0023684    0.021194    0.052913     0.089863      0.12992      0.17311      0.26579      0.41893      0.58441      0.70101       0.7583       0.8188      0.91771            1            1          1     
    cl_mt_pol_c    3.1167    1.1529     0.36992     0.020027    12.559            0             0          1    9.1588e-09    0.0030044    0.87374    1.3621    1.9022    2.1472    2.3142    2.4745    2.5742    2.7391    2.9399    3.1759    3.3008    3.4325    3.6949    4.0294    4.6238    8.5704    12.559        0.33618             0.059827              6.2099               0.64021               6.3563             0.62547               1.3292                      1          0.0002338    0.0036963    0.025533    0.058179     0.094174      0.13263      0.17349      0.25898      0.39549      0.54205      0.64568      0.70009      0.75698        0.817      0.89291      0.98619          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=124    4.4826     0.88962    0.031188        0.86776          0.36203               7.2383                0.11182        -10.988    0.01889 

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.992573 seconds.
Elapsed time is 6.197189 seconds.
                    mean        sd       coefofvar        min         max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5         p10        p15        p20       p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1       fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    __________    ________    _______    __________    __________    _______    ________    _______    _______    _______    _______    ______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -14.023     1125.7     -80.273     -2.8939e+05     2.578             0     0.30159    0.69841    1.6162e-07    0.00032194    -763.37     -71.529    -15.516    -6.7568    -3.4799    -1.7976    -0.763    0.51558    1.4682    1.9762    2.1975    2.2874    2.3661    2.4371    2.5028    2.5582    2.5746       1.2671e+06                  1              245.13               0.023334              264.19             0.024382              22.566               0.024699             0.81837        0.93336        1.0202       1.0562      1.0737       1.0828       1.0872       1.0875       1.0763       1.0576       1.0427       1.0347       1.0264       1.0179        1.009       1.0018        1.0002  
    cl_mt_pol_a     11.271     9.3326     0.82803          -10.72    48.488    0.00099264    0.014798    0.98421    2.9426e-09     0.0023664     -1.927    -0.27607    0.96745     1.9953      2.786     3.5767    4.4465     6.1069    8.7952    12.274    15.595    17.651    20.418    24.135    30.539    43.111    48.488           245.13           0.023334              87.098                      1              89.536               0.9967              7.2043                0.95111         -0.00028238    -0.00089744    0.00071436    0.0077918    0.017938     0.032155      0.05054     0.098197      0.19609      0.33528      0.45977      0.53143       0.6166      0.71384      0.83389      0.95918             1  
    cl_mt_coh       11.751     9.6256     0.81912         -10.956    50.143             0    0.013794    0.98621    5.1114e-09     0.0012774    -1.9854    -0.16562     1.1407     2.1729      3.016     3.8314    4.7283     6.4127    9.2127      12.8    16.197    18.345    21.171     25.03    31.579    44.571    50.143           264.19           0.024382              89.536                 0.9967              92.653                    1              7.2614                0.92946         -0.00028492    -0.00081489     0.0012005    0.0082787    0.019306     0.033905     0.052628     0.099325      0.19927      0.33856      0.46118      0.53423      0.61788      0.71579      0.83411      0.95922             1  
    cl_mt_pol_c     1.6358    0.81163     0.49617         0.01889    10.019             0           0          1    3.7395e-06    0.00032194    0.21468     0.38043    0.62827    0.75727    0.86778    0.97171     1.073     1.2281    1.4858    1.7835    2.0526    2.2116    2.4038    2.6895    3.1521    4.0329     7.007           22.566           0.024699              7.2043                0.95111              7.2614              0.92946             0.65874                      1          0.00010469      0.0018517      0.014942      0.03595    0.061133     0.089756      0.12072      0.19056      0.31527       0.4654      0.58293      0.64778      0.71826      0.79618      0.88462      0.96985       0.99718  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=125    2.2101     0.92461    0.0097949       0.39024         0.095503               4.3083                0.10997        -7.5613    0.020266

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 16.928013 seconds.
Elapsed time is 8.386367 seconds.
                     mean        sd       coefofvar      min       max       pYis0       pYls0       pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65         p75         p80          p85          p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _______    ______    ________    ________    ________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    ________    ________    _________    _________    ______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        2.0871    0.82908     0.39724     -12.935    8.0065           0    0.024886     0.97511    5.0367e-08       0        -4.4261    -1.5821    0.80002       1.29     1.5345     1.6984     1.8244     2.0255      2.2637      2.4726      2.6015      2.6587       2.7242       2.7856    2.8681     3.0049     3.1127         0.68738                  1               0.71106              0.98125                0.7605            0.96575              0.076323              0.90591          -0.0025512    -0.013745    -0.012676    0.013502     0.047741     0.086464      0.12855      0.22117      0.37593      0.54634      0.66796      0.73104      0.79705       0.8626      0.93135       0.9861       0.99855  
    cl_mt_pol_a    -0.92463    0.87404    -0.94528     -7.2267    47.076    0.040654     0.92369    0.035652    3.5087e-09       0        -5.9802     -4.455    -2.4444    -1.9267    -1.6439    -1.4604    -1.3162    -1.0578    -0.75451     -0.4603    -0.30097    -0.22588    -0.092539    -0.018246         0    0.13274    0.28516         0.71106            0.98125               0.76394                    1                0.8234            0.99184              0.082437              0.92815           0.0070974     0.056304      0.19106      0.3067      0.40729      0.49267      0.56248      0.69866      0.83896      0.93807      0.97769      0.99174       0.9999       1.0042       1.0044       1.0018        1.0004  
    cl_mt_coh      -0.89457    0.94981     -1.0618     -7.5293    50.141           0     0.86244     0.13756    3.2271e-07       0        -6.4202    -4.7272    -2.5227    -1.9615    -1.6762    -1.4726    -1.3186     -1.038    -0.72559    -0.41778    -0.21411    -0.10996    -0.033009     0.059191    0.1209    0.24762    0.42871          0.7605            0.96575                0.8234              0.99184               0.90214                  1              0.087694              0.90857            0.007603     0.062294      0.21158     0.33287      0.43826      0.52741      0.60107      0.73122      0.87988      0.97279       1.0058       1.0153       1.0179       1.0165       1.0109       1.0037        1.0005  
    cl_mt_pol_c      1.2007    0.10162    0.084633     0.18338    4.6612           0           0           1    5.0367e-08       0        0.72272     0.8874     1.0346     1.0827     1.1084     1.1306     1.1461     1.1766      1.2101        1.24      1.2557      1.2633       1.2713       1.2915    1.3586     1.4578     1.5214        0.076323            0.90591              0.082437              0.92815              0.087694            0.90857              0.010326                    1          0.00056584    0.0067551     0.039652    0.083824      0.12941      0.17629      0.22387      0.32194      0.46953      0.62392      0.72699      0.77958      0.83367      0.88688      0.94088      0.98935       0.99883  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=126    3.7148     0.93913    0.041937        0.71692          0.14614               5.4981                0.11126        -16.864    0.026374

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 21.865407 seconds.
Elapsed time is 13.182981 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5         p10         p15          p20         p25         p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50     fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    ________    _______    ________    ________    _________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.8527     2.0291     0.71127      -7117.6    5.8476           0    0.01657    0.98343    1.2559e-10    3.3066e-26    -5.6538    -0.70242      1.206      1.8002      2.1112       2.3264      2.4883     2.7262     3.0054    3.2777    3.4671    3.5707    3.6794    3.8254     4.033    4.3736    4.6816         4.1171                   1               1.5653                0.4227               1.6007             0.41159              0.17969               0.45902          -0.0040465    -0.010476    -0.002371    0.024801     0.059351     0.098842      0.14308       0.23188       0.38694     0.54868      0.66787      0.72833      0.79126      0.85738      0.92648      0.98436       0.99833  
    cl_mt_pol_a     1.259      1.825      1.4495      -16.452    47.988    0.018148    0.21378    0.76807    3.0317e-13    2.9799e-25    -4.3158     -2.5461    -1.1786    -0.62772    -0.30564    -0.055697    0.029848    0.37302    0.97356    1.6599    2.2604    2.5178    3.0326    3.6331    4.6626    6.8074    9.3812         1.5653              0.4227               3.3307                     1               3.4756             0.99358              0.32863               0.93335          -0.0040759    -0.026658    -0.082325    -0.11698     -0.13436     -0.14214     -0.14219      -0.12195     -0.036025     0.11601      0.28334      0.36593      0.48754      0.60924      0.76892      0.94034       0.99199  
    cl_mt_coh      1.4216     1.9167      1.3482      -16.832    50.142           0    0.19916    0.80084    2.8935e-11    1.4725e-25    -4.5642     -2.6528    -1.1673    -0.56921    -0.23926    0.0013115     0.17351    0.53107     1.1292    1.8719      2.47    2.7658    3.2193    3.9003     4.973    7.1801    9.8894         1.6007             0.41159               3.4756               0.99358               3.6738                   1              0.33485               0.90554          -0.0039114    -0.024923     -0.07524    -0.10435     -0.11741     -0.12081     -0.11642     -0.089264    -0.0038024     0.15518       0.3076      0.39814      0.49813      0.62411      0.77793       0.9414       0.99225  
    cl_mt_pol_c     1.325    0.19293     0.14561     0.026374    4.3582           0          0          1    7.4197e-09    3.3066e-26    0.69518     0.87305    0.99338      1.0675      1.1124       1.1526      1.1972     1.2664     1.3477    1.3991    1.4385    1.4853    1.5317    1.5721    1.6224    1.7512    1.9131        0.17969             0.45902              0.32863               0.93335              0.33485             0.90554              0.03722                     1          0.00047326     0.006024     0.034711    0.074546      0.11531      0.15868      0.20322       0.29956       0.44285     0.59794      0.70709      0.76071      0.81871      0.87595      0.93613      0.98621       0.99852  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=127    2.7492     0.92165    0.038467       0.027779          0.22148               5.7626                0.11886        -14.151    0.0054271

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 18.174826 seconds.
Elapsed time is 10.544846 seconds.
                     mean        sd       coefofvar       min        max       pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1         p1         p5         p10        p15        p20        p25         p35         p50          p65         p75         p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    ________    ________    _______    __________    ________    _______    ________    _______    _______    _______    _______    ________    ________    ________    _________    ________    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        2.0515     1.7586     0.85722       -5244.2    6.4977           0    0.016117    0.98388    3.5091e-10       0        -5.2757    -0.47202    0.86184     1.3077      1.534     1.6907      1.8151      2.0187      2.2316       2.3823      2.4853     2.5431     2.6005     2.6717     2.7713    2.9659    3.1599          3.0927                  1              0.62181               0.42615              0.65634             0.41237              0.086415              0.38539          -0.0061836    -0.012775    -0.0045977    0.022522     0.057325     0.096913      0.13965       0.2357      0.39337      0.55697      0.68092      0.73842      0.80147      0.86659       0.9313      0.98531       0.99849  
    cl_mt_pol_a    -0.46926    0.82971     -1.7681       -13.555    47.983    0.035826     0.71065    0.25352    3.4163e-13       0        -5.3606     -3.0535    -1.9574    -1.4876    -1.2265    -1.0401    -0.89982    -0.62639    -0.32007    -0.078328    0.082552    0.16514    0.24772     0.4129    0.66066    1.1562    1.6517         0.62181            0.42615              0.68842                     1              0.71622             0.95378               0.10117              0.95631            0.013788     0.084488       0.28623     0.47373      0.62506      0.73754      0.83349        1.008       1.1557       1.2201        1.215       1.2034       1.1867       1.1421       1.0861       1.0222        1.0035  
    cl_mt_coh      -0.39597    0.90505     -2.2857       -14.119    50.152           0      0.6356     0.3644    9.3569e-11       0        -5.7956     -3.2227     -2.022    -1.5074    -1.2201    -1.0229    -0.85137    -0.56404    -0.25102     0.036302     0.17779    0.29359    0.40939    0.57658    0.77814     1.267    1.8674         0.65634            0.41237              0.71622               0.95378              0.81912                   1               0.10422              0.90314            0.017671      0.10768       0.35692     0.58632      0.76676      0.89724       1.0162       1.2012       1.3449       1.3816       1.3509       1.3184       1.2738       1.2206       1.1375       1.0386        1.0045  
    cl_mt_pol_c      1.2268     0.1275     0.10393     0.0054271    4.4719           0           0          1    1.9054e-08       0        0.68533     0.91209     1.0232     1.0692     1.1024     1.1267       1.148      1.1823      1.2243       1.2541      1.3399     1.3467     1.3564     1.3838     1.4479    1.4918    1.5804        0.086415            0.38539              0.10117               0.95631              0.10422             0.90314              0.016257                    1          0.00046917    0.0066906      0.038705    0.081619      0.12737      0.17203      0.21778      0.31282       0.4606      0.61233      0.72453      0.77537      0.82948      0.88637      0.94088      0.98902       0.99872  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=128     2.897     0.94581    0.045568        0.14105          0.40708               2.565                 0.11727        -18.767    0.026261

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 25.637340 seconds.
Elapsed time is 19.815426 seconds.
                    mean       sd       coefofvar      min        max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5         p10        p15          p20         p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50     fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    ________    _______    __________    __________    _______    ________    _______    _______    ________    _________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.9587     1.6588     0.41902      -521.89    8.8511            0    0.016309    0.98369    2.0877e-09     2.538e-17    -6.9074    -0.82626     1.5911     2.3941      2.8196       3.1112     3.3272    3.6944      4.13    4.5374     4.845    5.0173    5.2188    5.4659    5.8247    6.4238    6.9868         2.7516                   1               3.7883               0.79397                3.911             0.78005               0.29421              0.82344           -0.003724    -0.0093304    -0.0015676     0.024338    0.057503     0.095253      0.13634       0.22519       0.37385     0.53928      0.65706      0.71963      0.78445      0.85116      0.92177       0.9832       0.99819  
    cl_mt_pol_a    2.1655     2.8764      1.3283       -18.31    47.821    0.0030637     0.21176    0.78518    1.5821e-09    3.2225e-15    -6.2908     -3.7794    -1.8959    -1.0417    -0.50502    -0.095566     0.2517    0.8672    1.8344    2.8016    3.6809    4.2964    4.9998    5.8791    7.4618    10.627    14.408         3.7883             0.79397               8.2738                     1               8.5549             0.98399               0.60603              0.97816          -0.0034251      -0.02249     -0.070499     -0.10308    -0.12049     -0.12662     -0.12352     -0.096491    0.00078178     0.15746      0.30966      0.41063      0.51741       0.6345      0.78653      0.94571       0.99259  
    cl_mt_coh      2.3548     3.0225      1.2836      -18.735     50.15            0     0.19825    0.80175    6.5666e-09    5.3031e-16    -6.6657     -3.9372    -1.9146    -1.0248    -0.44031     0.016009    0.35422    1.0273    2.0091    3.0794    3.9726    4.5537    5.2892    6.2676    7.8929    11.173    15.218          3.911             0.78005               8.5549               0.98399               9.1358                   1               0.62464              0.95945           -0.003353     -0.021828      -0.06795    -0.097693     -0.1127     -0.11686     -0.11254     -0.082589      0.013253     0.17589      0.32404      0.41467      0.52045      0.64194      0.78926      0.94543       0.99286  
    cl_mt_pol_c    1.3735    0.21539     0.15682     0.026261    6.2091            0           0          1    1.7679e-07     2.538e-17      0.665     0.86801     1.0169     1.0983      1.1523       1.1828     1.2189    1.3105    1.3684     1.462    1.5213    1.5506    1.5895    1.6452    1.7182    1.8891    2.1034        0.29421             0.82344              0.60603               0.97816              0.62464             0.95945              0.046394                    1           0.0004215     0.0056603        0.0337     0.072193     0.11353        0.156      0.19957       0.29353       0.43909     0.59265       0.7012      0.75798      0.81506      0.87291      0.93427      0.98559       0.99841  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=129    3.6537     0.95901     0.05867        0.7885           0.33753               2.7357                0.11191        -14.433    0.027356

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 23.081469 seconds.
Elapsed time is 18.166843 seconds.
                    mean       sd       coefofvar      min        max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    __________    __________    _______    __________    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      8.9154    0.25922    0.029075      -5301.5    8.9804             0    5.0527e-06    0.99999    1.1731e-11    0.0032313    8.3419    8.7548    8.8393    8.8666    8.8814    8.8919       8.9    8.9124    8.9265    8.9381     8.946    8.9492    8.9521    8.9583    8.9666    8.9742    8.9804        0.067195                  1              0.15744               0.20669              0.16213             0.20053              0.024607              0.13434          0.00085624    0.0096246    0.049247    0.098812      0.14862      0.19872      0.24954      0.34906      0.49864      0.65154      0.74889      0.84216      0.84922      0.93578      0.95029      0.99616          1     
    cl_mt_pol_a    44.859     2.9385    0.065506      -14.081    47.229    8.3635e-08    2.9563e-06          1    4.4526e-12      0.18328    22.331    34.699    39.418    41.127    42.184    42.998     43.73    44.707    45.846    46.659    46.985    47.148    47.229    47.229    47.229    47.229    47.229         0.15744            0.20669                8.635                     1               9.1121             0.99417                1.2448               0.5995          0.00037606    0.0067431    0.041671    0.085366      0.13243      0.18064      0.23272      0.32747      0.48699      0.65184      0.73821      0.80704            1            1            1            1          1     
    cl_mt_coh      47.583     3.1191     0.06555      -14.401    50.143             0    2.8667e-06          1    1.2044e-11     0.032339    23.612    36.791    41.788    43.683    44.775    45.636    46.356    47.448    48.623    49.457    49.885    50.029     50.06    50.088    50.115    50.143    50.143         0.16213            0.20053               9.1121               0.99417               9.7285                   1                1.2607              0.57199          0.00037401    0.0066515    0.040416    0.085742      0.13188       0.1799      0.22829       0.3266      0.47958      0.63281         0.74      0.79897      0.86154      0.91612      0.96592            1          1     
    cl_mt_pol_c    3.9091    0.70662     0.18076     0.027356    8.4277             0             0          1    3.2896e-10    0.0032313    2.2145    2.9016    3.1784    3.3026    3.4238    3.4788    3.5223    3.5979     3.766    3.9283    4.0903    4.2267    4.2864    4.8774    5.5266    6.8407    8.4277        0.024607            0.13434               1.2448                0.5995               1.2607             0.57199               0.49931                    1          0.00048269    0.0067532    0.038414    0.080405      0.12295       0.1674      0.21316      0.30317      0.44689      0.59352      0.69268      0.74468      0.80574      0.91079      0.92127      0.99228          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=130    4.9135     0.88283    0.015329        0.87633          0.45207               3.0678                0.13985        -16.018    0.011218

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.461439 seconds.
Elapsed time is 4.952556 seconds.
                    mean        sd      coefofvar        min         max        pYis0         pYls0       pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ___________    ______    __________    _________    _______    __________    _________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -449.76     47513     -105.64     -1.0944e+07    2.1554             0      0.45453    0.54547    1.0228e-07    0.0013505    -6512.9    -357.14    -61.821    -24.869    -13.582    -7.9515    -4.9491    -1.6922    0.45455     1.392    1.7372    1.8598    1.9596      2.04    2.1044    2.1446    2.1554       2.2575e+09                  1               10179               0.018649               11255             0.020307              640.42               0.01315              0.95745         0.9805      0.99272     0.99702      0.99906       1.0002       1.0009       1.0016       1.0018       1.0015       1.0011       1.0009       1.0007       1.0005       1.0002            1          1     
    cl_mt_pol_a     14.395    11.488     0.79809         -15.628    49.245    0.00034262    0.0059597     0.9937    3.2279e-08     0.010796    -1.1617    0.21811     1.6089     2.8259     3.7821     4.8253     5.6945     7.6939     11.171    15.691    19.951    22.732    26.383    31.512    39.509    49.245    49.245            10179           0.018649              131.98                      1              133.46              0.99588              10.117               0.85917          -0.00020324    -0.00028589    0.0025405       0.011     0.021859     0.038158     0.055151      0.10198      0.20099       0.3389      0.46232      0.53568      0.62077      0.72195      0.84326            1          1     
    cl_mt_coh       14.742    11.665      0.7913         -15.986    50.179             0    0.0049327    0.99507     4.047e-08    0.0023071    -1.1735    0.32695     1.7906     2.9747     3.9971       4.99     5.9388     7.9688     11.484    16.074    20.399    23.238    26.945    32.086     40.22    50.069    50.179            11255           0.020307              133.46                0.99588              136.08                    1               10.03               0.83881          -0.00021001    -0.00024178    0.0029279    0.011196     0.022865      0.03821     0.056728      0.10392      0.20283      0.34096      0.46415      0.53773      0.62255      0.72213      0.84358      0.97179          1     
    cl_mt_pol_c     1.5064     1.025     0.68044        0.011218    13.927             0            0          1    5.1514e-06    0.0013505    0.15432    0.29377    0.46494    0.58072    0.68764    0.79189    0.89394     1.0315     1.3117    1.6149    1.8878    2.0571    2.2744    2.5754    3.0299    5.0262    13.927           640.42            0.01315              10.117                0.85917               10.03              0.83881              1.0507                     1           8.0212e-05      0.0014713     0.012304    0.030553     0.052668     0.077826      0.10542       0.1693      0.28596      0.43078      0.54699      0.61219      0.68419      0.76437      0.85676      0.96026          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=131    2.9887     0.88266    0.031393        0.7621           0.22747               3.9847                0.09601        -16.475    0.005671

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.998956 seconds.
Elapsed time is 6.906279 seconds.
                    mean        sd       coefofvar      min        max        pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65         p75        p80        p85         p90         p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _________    _______    ________    __________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _________    _______    _______    ________    ________    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -15.029     221.78     -14.757       -14744    4.0211            0     0.6576      0.3424    3.0591e-06       0         -2255.1    -142.26    -28.273    -15.063    -10.215    -7.4839    -5.6605    -3.4156    -1.4138    -0.053254    0.66735      1.005      1.3337      1.6882     2.0743    2.5863    2.9563          49185                   1               98.429               0.15808               118.54              0.1779               11.872               0.13718             0.38243      0.66218     0.80924     0.87666      0.91747      0.94649      0.96832      0.99788       1.0211        1.028       1.0259       1.0231       1.0192       1.0142       1.0079       1.0018        1.0002  
    cl_mt_pol_a    -3.9628     2.8076    -0.70849      -16.073    47.875    0.0053011    0.91268    0.082016     4.796e-08       0         -13.167    -10.167    -8.2445    -7.4098    -6.8199    -6.3557    -5.9503    -5.1462    -4.1235      -2.9501    -2.0582    -1.5405    -0.95387    -0.19967    0.74251    2.8105    5.5678         98.429             0.15808               7.8827                     1               8.3744             0.99276               1.0529               0.96104           0.0035748     0.028941     0.12028     0.21757      0.30885      0.39213      0.46941      0.60786      0.78401      0.91958      0.98289       1.0051       1.0206       1.0281       1.0249       1.0102        1.0017  
    cl_mt_coh      -4.1636     3.0045    -0.72161      -16.443    50.123            0    0.90799    0.092011    5.9178e-07       0         -14.064    -10.799    -8.7547    -7.8433    -7.2212    -6.7107    -6.2664    -5.4438    -4.3112       -3.067    -2.1329    -1.5562    -0.93414    -0.13431    0.84326    3.0216    5.8655         118.54              0.1779               8.3744               0.99276                9.027                   1                1.088               0.92802           0.0036097     0.029274     0.12208     0.22333      0.31379      0.39681      0.47562      0.61657      0.79099      0.92428      0.98649       1.0086       1.0233       1.0299       1.0261       1.0102        1.0016  
    cl_mt_pol_c    0.98568    0.39021     0.39588     0.005671    5.5649            0          0           1    6.7254e-05       0        0.086925     0.2027    0.38385    0.49667    0.58075    0.66123    0.71381    0.80422    0.96545       1.1131     1.2336     1.2958      1.3811      1.4895     1.6867    2.0183    2.3252         11.872             0.13718               1.0529               0.96104                1.088             0.92802              0.15226                     1          6.4999e-05    0.0014922    0.014135    0.036621     0.064109     0.095601      0.13071      0.20724      0.34338      0.50065      0.61953      0.68365      0.75138      0.82416      0.90514      0.97831       0.99753  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=132     4.653     0.96849     0.04695        0.85961          0.23405               7.3363                0.12234        -5.5434    0.016015

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 25.321671 seconds.
Elapsed time is 17.362111 seconds.
                    mean       sd       coefofvar       min         max        pYis0         pYls0       pYgr0     pYisMINY     pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    __________    ______    __________    __________    _____    __________    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      8.5656      0.241    0.028136     -9.914e+05    8.6009             0      3.04e-06      1      4.5098e-15    0.0038064    8.1488    8.4542    8.5183    8.5366    8.5464     8.553    8.5579    8.5653    8.5733    8.5794    8.5848    8.5849    8.5894    8.5899    8.5943     8.598    8.6009        0.058082                   1             0.10858               0.14653              0.11143             0.14338              0.013525              0.092215         0.00088667    0.0097225    0.049593    0.099265      0.14911      0.19901       0.2494      0.34974      0.50864       0.6754      0.75999      0.82683      0.85163       0.9297      0.97917      0.99579          1     
    cl_mt_pol_a    45.574     3.0746    0.067464        -5.3357    47.758    1.2108e-08    2.5041e-07      1      4.2288e-18      0.22306     21.87    34.069    39.743    41.871    43.077    43.928    44.637     45.63    46.694    47.474    47.687    47.758    47.758    47.758    47.758    47.758    47.758         0.10858             0.14653              9.4532                     1               9.8851             0.99707                1.1068               0.59152         0.00036595    0.0064483    0.040188    0.086008      0.13377       0.1824      0.23224       0.3318      0.47933      0.64238      0.76625            1            1            1            1            1          1     
    cl_mt_coh      47.848     3.2245    0.067391        -5.5114    50.157             0    2.0031e-07      1      3.5279e-17      0.12139    22.948    35.794    41.735    43.962    45.225    46.084    46.827     47.91    49.043    49.809    50.082    50.094    50.125    50.157    50.157    50.157    50.157         0.11143             0.14338              9.8851               0.99707               10.398                   1                1.1235               0.57255         0.00036523    0.0064267    0.039756    0.084935      0.13202      0.17886      0.22777      0.32663      0.48005      0.63368      0.77507      0.80341      0.87275            1            1            1          1     
    cl_mt_pol_c    3.4178    0.60856     0.17805       0.016015    6.7508             0             0      1      1.5011e-14    0.0038064    1.9698     2.504    2.7605    2.8835    2.9512    2.9969    3.0348    3.1642    3.2442     3.387    3.6664     3.744    3.8411     4.219    4.8443    5.6674    6.7508        0.013525            0.092215              1.1068               0.59152               1.1235             0.57255               0.37034                     1         0.00050229    0.0067061    0.038077    0.079285      0.12217      0.16602      0.20967      0.30138      0.44247      0.58846      0.69183      0.78796      0.79916      0.90361      0.96654      0.99208          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=133     2.417     0.88077     0.02502        0.16944          0.34409               5.1419                0.13469        -6.2154    0.026905

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 11.847791 seconds.
Elapsed time is 5.830554 seconds.
                     mean        sd       coefofvar      min        max        pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65        p75        p80        p85         p90          p95         p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    _________    _______    ________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    _______    ________    ________    _________    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.71227     2.2219     -3.1195      -116.41    5.0748            0    0.56823     0.43177    7.6242e-06       0        -15.247    -7.5376    -4.4256    -3.2368    -2.5479    -2.0669      -1.68    -1.0425    -0.30059      0.336    0.75118    0.95644      1.1714      1.4106       1.6946     2.0888    2.4302         4.9369                   1               2.5658               0.82761               2.7166             0.79238              0.47149               0.87302            0.035645      0.15547    0.46491      0.73009      0.93141       1.0937       1.2236       1.4124       1.5509       1.5457       1.4693       1.4093       1.3351       1.2446       1.1357       1.0313        1.0035  
    cl_mt_pol_a     -2.4714     1.3953    -0.56458      -5.9905    47.533    0.0059517    0.95122     0.04283    1.8648e-08       0        -5.4059    -5.0489    -4.5727    -4.2558    -3.9843    -3.7556    -3.5569    -3.1595     -2.5634    -1.9673     -1.473    -1.2015    -0.88402    -0.52275    -0.046486    0.75506    1.7815         2.5658             0.82761               1.9469                     1               2.0679             0.96051              0.33284                0.9814           0.0023483     0.021363    0.09921       0.1887      0.27041      0.35198      0.42217      0.56818      0.73612      0.87094       0.9432       0.9687      0.98965       1.0034       1.0093       1.0048        1.0009  
    cl_mt_coh       -2.6012      1.543    -0.59317      -6.1834    50.172            0    0.94204    0.057958    2.3555e-06       0        -5.8175    -5.4418    -4.9157    -4.5701    -4.2744    -4.0138    -3.7884    -3.3725     -2.7313    -2.0198    -1.4937    -1.1931     -0.8524    -0.44153       0.1022    0.94635    1.9985         2.7166             0.79238               2.0679               0.96051               2.3807                   1               0.3488               0.93004           0.0026495     0.023826    0.10572      0.19295      0.27778      0.36005      0.43337       0.5711      0.74621      0.88473       0.9519      0.97687      0.99629       1.0082       1.0117       1.0052        1.0009  
    cl_mt_pol_c      1.0118    0.24306     0.24023     0.026905    5.8942            0          0           1    3.1583e-05       0        0.24052    0.44376    0.61632    0.70932     0.7611    0.80565    0.84324     0.9272      1.0058     1.0987     1.1711     1.2101       1.253      1.3044       1.4166     1.6234    1.8148        0.47149             0.87302              0.33284                0.9814               0.3488             0.93004              0.05908                     1          0.00019915    0.0036368    0.02601     0.058937     0.095382      0.13377      0.17456      0.26324      0.40605      0.56198      0.67414      0.73348      0.79356      0.85671      0.92361      0.98314       0.99814  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=134     4.425     0.94559    0.042173        0.34166          0.22467               2.1854                0.10656        -18.923    0.021832

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 26.573492 seconds.
Elapsed time is 21.273164 seconds.
                    mean        sd       coefofvar        min         max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25         p35         p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    _________    ________    _______    __________    __________    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        2.695      6.928      2.5707     -1.4252e+05    5.2836            0    0.031576    0.96842    1.2611e-11    3.3945e-28    -11.319    -2.4569     0.7133     1.5808     1.9923      2.253       2.447      2.7201     2.9958     3.2127    3.3659    3.4506    3.5486    3.6693    3.8446      4.14    4.3857         47.997                   1               2.4446               0.16406               2.5479             0.16244               0.18064               0.1642          -0.0085048    -0.024474    -0.029075    -0.0064394    0.026949     0.066441      0.11029      0.20634      0.36744      0.54048      0.66249      0.72584      0.79073      0.85622      0.92595      0.98433       0.99834  
    cl_mt_pol_a    0.31864     2.1508      6.7498         -18.461    47.977    0.0079354      0.4173    0.57476    1.7365e-13    1.8396e-26    -7.9205    -5.4089    -3.2305    -2.2367    -1.6743     -1.242    -0.89617    -0.36353    0.32133    0.94023    1.4707    1.8244    2.2664    2.8853    3.8579    5.9798    8.2786         2.4446             0.16406               4.6259                     1               4.8267             0.99119               0.33331              0.97593           -0.028124     -0.20555     -0.71401       -1.1401     -1.4426      -1.6713      -1.8399      -2.0245      -2.0128       -1.706      -1.3142      -1.0322     -0.70477     -0.30133      0.20299       0.7843       0.97187  
    cl_mt_coh      0.40193     2.2641       5.633         -18.891    50.136            0     0.40282    0.59718    2.6619e-11    2.2732e-27    -8.3606    -5.6885    -3.3588    -2.3053    -1.7002    -1.2395    -0.87093    -0.27812    0.44518     1.1163    1.6569    2.0116    2.4462    3.0912    4.1309    6.3423    8.7381         2.5479             0.16244               4.8267               0.99119               5.1261                   1               0.34527              0.96037           -0.023654     -0.17106     -0.59201      -0.94079     -1.1852      -1.3676      -1.4995      -1.6351      -1.5971      -1.3049     -0.96679     -0.72946     -0.45958     -0.11286      0.32511      0.81735       0.97606  
    cl_mt_pol_c     1.2808    0.15879     0.12398        0.021832    4.5696            0           0          1    5.6385e-10    3.3945e-28     0.6818    0.86722     1.0099     1.0771     1.1175     1.1519      1.1839      1.2295     1.2747     1.3598    1.4008    1.4195    1.4455    1.4717    1.5171    1.6123    1.7614        0.18064              0.1642              0.33331               0.97593              0.34527             0.96037              0.025216                    1           0.0004796    0.0061202     0.036076      0.077145     0.11987       0.1642      0.21005      0.30481      0.45122      0.60885      0.71371      0.76753      0.82403      0.88045      0.93845      0.98691       0.99862  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=135    1.2641     0.87612    0.011638        0.27632          0.48827               6.1248                0.1337         -9.6659    0.026005

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 12.034068 seconds.
Elapsed time is 3.728262 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1         p1          p5         p10        p15        p20        p25        p35         p50         p65        p75        p80         p85         p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    ________    __________    ________    ________    ________    ________    _______    _______    _______    _______    ________    ________    _______    _______    ________    ________    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.26801     2.0541     -7.6645      -4.4996    10.072           0    0.48789     0.51211    0.00042542       0          -4.453      -4.352     -4.2399     -3.342    -2.8372    -2.2961    -1.8202    -0.98004    0.071403    0.94645     1.4492      1.6961      1.8976     2.1182     2.4639     3.1226    3.8915         4.2195                   1               3.6879               0.64037               6.1494             0.96307              0.69851               0.80205            0.03436        0.3049      0.87638      1.5162       2.0934        2.567       2.9509        3.472       3.7138        3.419        2.972       2.6759       2.3232      1.9594        1.5396       1.1289       1.0152   
    cl_mt_pol_a     -3.6744     2.8036    -0.76301      -9.4301    46.192    0.067732    0.89335    0.038917    0.00075223       0         -9.1866     -8.9553      -8.526    -7.7261    -7.1891    -6.5165    -5.9239     -4.8426     -3.3287    -2.0528    -1.2085    -0.87773    -0.57525          0          0    0.93233    2.5093         3.6879             0.64037               7.8602                     1               5.7473             0.65947              0.14437               0.12145           0.012681      0.041156      0.19465     0.23646      0.33853      0.42993      0.51636      0.65972       0.8277      0.93533      0.98034       0.9948       1.0039      1.0071        1.0071       1.0042       1.0008   
    cl_mt_coh       -3.9413     3.1085    -0.78869      -9.6339    50.171           0    0.88908     0.11092    0.00066917       0         -9.5991     -9.5643     -9.4947    -8.4128    -7.8994    -7.1263    -6.4636     -5.2221     -3.5818    -2.1112    -1.1989    -0.82468    -0.48103    0.10157    0.17113     1.0447    2.7097         6.1494             0.96307               5.7473               0.65947               9.6626                   1                 0.99               0.75118           0.011618      0.042076      0.19856     0.24118      0.34165      0.43638      0.52482      0.67074      0.83792      0.94637      0.98798       1.0005       1.0088      1.0103        1.0081       1.0045       1.0008   
    cl_mt_pol_c      1.4102    0.42398     0.30065     0.026005     8.956           0          0           1      0.061749       0        0.026005    0.026005    0.026005      1.105     1.2674     1.3295     1.3569      1.4044      1.4777     1.5609      1.613      1.6418      1.6898     1.7373     1.8374     2.1717    2.6237        0.69851             0.80205              0.14437               0.12145                 0.99             0.75118              0.17976                     1          0.0011387     0.0011387    0.0011387    0.025192     0.067302      0.11355      0.16116      0.25929      0.41225      0.57432      0.69206      0.74388      0.80275      0.8638       0.92692      0.98324       0.9981   

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=136    1.4492     0.95323    0.0023997       0.7682           0.29425               2.4052                0.10352        -16.543    0.0078696

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.019235 seconds.
Elapsed time is 5.131696 seconds.
                    mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25         p35        p50         p65        p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    _______    _______    __________    ________    _________    _______    _______    _______    _______    _______    ________    _______    ________    _______    _______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.3455     4.5806      3.4045       -17.315    16.586           0    0.27607    0.72393    6.3702e-05       0          -15.986    -13.743    -8.6535    -5.0366    -2.8725    -1.4416    -0.43115     1.0002      2.3907        3.6     4.3499    4.8336     5.271    5.9048    6.7791     8.374    9.9164         20.982                   1               16.632               0.91598               17.721             0.92967               1.2673               0.74423           -0.012238     -0.11166    -0.43541    -0.68312     -0.82702     -0.90558     -0.93937     -0.91507     -0.72012     -0.38264     -0.081708    0.089473      0.27206      0.47943      0.71473      0.93257       0.99233  
    cl_mt_pol_a    -1.2859      3.964     -3.0827       -16.139    49.792    0.021713    0.58972    0.38856    0.00060934       0          -15.836    -14.359    -9.6811    -6.4682    -4.6771    -3.4876     -2.6566    -1.5007    -0.47997    0.18159    0.71408    1.1578     1.779    2.5778    3.9977    7.1927    11.453         16.632             0.91598               15.713                     1               15.706             0.95215               1.0177               0.69063            0.021559      0.11883     0.48607     0.79292       1.0057       1.1635        1.281       1.4425       1.5494       1.5613        1.5292      1.4903       1.4297       1.3492       1.2256       1.0707        1.0102  
    cl_mt_coh       -1.329     4.1614     -3.1313       -16.511    50.133           0    0.58343    0.41657    0.00058739       0          -16.485    -15.165    -10.208    -6.7887    -4.8703    -3.6249     -2.7353    -1.5149    -0.39715    0.23915    0.82317     1.268    1.8404    2.6411    4.0509    7.3424    11.613         17.721             0.92967               15.706               0.95215               17.317                   1               1.0894               0.70422            0.024823      0.12152      0.4975      0.8109       1.0273       1.1852       1.3048       1.4631       1.5643       1.5689        1.5302        1.49        1.432         1.35       1.2281        1.069        1.0099  
    cl_mt_pol_c      1.235    0.37176     0.30102     0.0078696    4.7518           0          0          1     0.0052483       0        0.0078696    0.83473    0.87446    0.89695    0.91455    0.93154     0.94923     0.9916      1.1113     1.3227     1.5032    1.5453    1.6391    1.7825     1.959    2.2793    2.6095         1.2673             0.74423               1.0177               0.69063               1.0894             0.70422               0.1382                     1          3.3443e-05    0.0029567    0.030804    0.066774      0.10334       0.1409      0.17892      0.25727      0.38382      0.53053       0.64132     0.70272      0.76829       0.8377      0.91273      0.98036       0.99778  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=137    1.7292     0.93378    0.0025732       0.11622          0.45221               6.7293                0.10824        -16.263    0.023402

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.516156 seconds.
Elapsed time is 5.107190 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1        p1          p5         p10        p15        p20        p25        p35         p50         p65        p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    ________    _______    __________    ________    _______    _______    ________    _______    _______    _______    _______    ________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        2.0719     1.8398     0.88798      -17.362    11.047           0    0.079889    0.92011    2.8233e-06       0        -15.281    -5.1949    -0.77505    0.34906    0.90846     1.2944     1.5768      1.9875       2.458     2.8375     3.0804     3.2285     3.3861    3.5834    3.8609    4.3838    4.9397         3.3849                   1               2.8199               0.94908               2.9516             0.92787                0.3408              0.76162          -0.0079904    -0.046245    -0.086918    -0.09004     -0.074303    -0.047421    -0.01242     0.074248      0.23742      0.43039      0.57316      0.65225      0.72667      0.81089      0.89935      0.97801        0.9976  
    cl_mt_pol_a    -0.56461      1.615     -2.8603      -15.866    49.518    0.026383     0.62973    0.34389    2.3464e-06       0        -13.156      -5.75     -3.1432    -2.3285    -1.8397    -1.5139    -1.2456    -0.84597    -0.38066          0     0.3019    0.56698     0.7437    1.0971    1.6273     2.776    4.1897         2.8199             0.94908               2.6082                     1               2.5935             0.92881               0.33947              0.86427            0.025621      0.15651      0.43651     0.67342       0.86572       1.0144      1.1439       1.3251       1.4742        1.521       1.4881       1.4381       1.3944       1.3088       1.1946        1.054        1.0079  
    cl_mt_coh       -0.5232      1.729     -3.3046      -16.231    50.139           0     0.60303    0.39697    2.6528e-06       0        -14.264    -6.1408     -3.2794    -2.3936    -1.8887    -1.5343    -1.2419    -0.79899    -0.32074    0.13855    0.44123    0.62708    0.88417    1.2385    1.7434    2.8684    4.3391         2.9516             0.92787               2.5935               0.92881               2.9894                   1               0.33534              0.79746            0.029659      0.18159      0.51149     0.78504       0.98394       1.1472      1.2885       1.4793       1.6228       1.6414       1.5831       1.5397       1.4597       1.3555       1.2312       1.0663        1.0088  
    cl_mt_pol_c      1.2085    0.24321     0.20125     0.023402    4.9928           0           0          1    0.00042249       0        0.70845    0.75757     0.84895    0.91669    0.96355     1.0045     1.0333      1.0805      1.1856     1.2838     1.3874      1.425     1.4979    1.5476    1.6383    1.8175    1.9665         0.3408             0.76162              0.33947               0.86427              0.33534             0.79746              0.059153                    1          0.00035926    0.0058246     0.032553    0.069504       0.10814      0.14888     0.19144      0.27917      0.41906      0.57149      0.68512      0.74184      0.80035      0.86562      0.92838      0.98449       0.99833  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=138    2.1041     0.90762    0.030841        0.17915          0.19705               9.2955                0.11679        -15.404    0.012088

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.640545 seconds.
Elapsed time is 8.959021 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10         p15        p20        p25        p35        p50         p65         p75         p80          p85         p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    ________    __________    ________    _______    _______    _______    ________    _______    _______    _______    _______    ________    ________    ________    ________    _________    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         1.04     2.6736      2.5707      -115.79    7.4714           0    0.13085     0.86915    2.5758e-07       0        -27.539    -7.4115    -1.8367    -0.40138    0.18746    0.58393    0.83161     1.2103      1.5977      1.8655      2.0249      2.1218       2.2011     2.3003     2.4315     2.6469    2.8661         7.1481                   1               2.7858               0.77336               3.0841             0.77508               0.32738              0.68857           -0.051904     -0.15616    -0.29245    -0.34017     -0.34355     -0.32454     -0.29035     -0.19072     0.017591      0.26417      0.45203       0.5523      0.65591      0.76349      0.87994      0.97368       0.99739  
    cl_mt_pol_a     -1.233     1.3474     -1.0928      -15.028    46.977    0.021956    0.89574    0.082303     9.262e-10       0        -9.0461    -6.2765    -3.8511      -2.891    -2.3618    -2.0117    -1.7355     -1.344    -0.87423    -0.56106    -0.32617    -0.24788    -0.095202          0    0.15556    0.49485    1.0038         2.7858             0.77336               1.8154                     1                1.975             0.98493               0.22839              0.95319           0.0086505     0.061411     0.21551     0.35004      0.45856      0.54426      0.62677      0.74954      0.88817      0.96229       1.0031       1.0106       1.0163       1.0183        1.015       1.0056        1.0006  
    cl_mt_coh      -1.2296     1.4883     -1.2103      -15.372    50.149           0    0.85055     0.14945    4.3506e-08       0        -9.8917    -6.7733    -4.1495     -3.0422    -2.4882    -2.0803    -1.7887    -1.3515    -0.82684    -0.47709    -0.21478    -0.12734    -0.011208    0.13497    0.30985     0.6596    1.1549         3.0841             0.77508                1.975               0.98493               2.2149                   1               0.24678              0.93244           0.0094561     0.066764      0.2375     0.37692      0.48977      0.58101      0.66659      0.79162      0.92814      0.99552       1.0272       1.0314       1.0331       1.0296       1.0203       1.0068         1.001  
    cl_mt_pol_c     1.1491    0.17783     0.15476     0.012088    5.3095           0          0           1    3.0277e-05       0        0.30797    0.59006     0.8445     0.93762     0.9927     1.0306     1.0604     1.1096       1.161      1.2067      1.2511      1.2878       1.3172     1.3465     1.4254      1.525    1.6203        0.32738             0.68857              0.22839               0.95319              0.24678             0.93244              0.031625                    1          0.00022888    0.0040842    0.030221    0.069012      0.11199      0.15531      0.20153      0.29569      0.44377      0.60156      0.70502      0.76139      0.81672      0.87527      0.93548      0.98711       0.99862  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=139    2.9955     0.92332    0.042005        0.91107          0.47815               6.5999                0.10928        -5.9973    0.0083302

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 21.684611 seconds.
Elapsed time is 6.578540 seconds.
                    mean        sd      coefofvar       min        max        pYis0         pYls0       pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    _________    ______    __________    _________    _______    __________    _________    _______    _______    _______    _______    _______    _______    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -5.1552    106.01     -20.563       -7464.6    6.1901             0        0.268      0.732    1.6062e-06    0.0033792       -999    -101.91    -24.481    -10.945    -5.4972    -2.4579    -0.53232    1.8371    3.7189    4.7923    5.2815    5.4826    5.6648    5.8371    5.9802    6.1411    6.1901          11237                    1              195.93               0.13504               204.34             0.13517               18.387               0.087776             0.52405        0.95494       1.3129      1.4722       1.5488       1.5863       1.6001        1.585       1.5015       1.3763       1.2783       1.2262        1.172       1.1163       1.0543       1.0059          1     
    cl_mt_pol_a     20.451    13.687     0.66925        -5.851    47.984    0.00029202    0.0051615    0.99455    5.8378e-08     0.043207    -1.6947    0.49495     2.6503     4.4464     6.0988     7.5357      9.1163    12.278    17.666    24.419    30.239    33.759    37.854    42.668     47.41    47.984    47.984         195.93              0.13504              187.34                     1               194.69             0.99746               19.923                0.73662         -0.00014806    -0.00018664    0.0032661    0.012176     0.025458     0.041393     0.062599      0.11479      0.22429      0.37711      0.50982      0.58732      0.67431      0.77406      0.89054            1          1     
    cl_mt_coh       21.437     14.26     0.66522       -5.9653     50.14             0    0.0044305    0.99557    1.0065e-07     0.021852      -1.74    0.62865     2.9015     4.7461      6.441     8.0131      9.6122    12.906    18.521    25.558    31.622    35.317    39.584    44.546    49.514     50.14     50.14         204.34              0.13517              194.69               0.99746               203.36                   1               20.334                0.72157          -0.0001488    -0.00014997    0.0035221    0.012413     0.025471     0.042358     0.063041      0.11536      0.22498      0.37781      0.51041      0.58858      0.67537      0.77357      0.88545            1          1     
    cl_mt_pol_c     2.1461     1.976     0.92077     0.0083302    21.451             0            0          1    3.3304e-05    0.0033792    0.11143    0.24761    0.48187    0.65628    0.80663    0.94819      1.0922    1.3273    1.7426    2.2326    2.6552    2.9163    3.2384    3.6469     4.425    11.707    21.451         18.387             0.087776              19.923               0.73662               20.334             0.72157               3.9048                      1          4.2602e-05       0.000847    0.0079532    0.021346     0.038706     0.058976     0.082402       0.1385      0.24589      0.38437      0.49841       0.5634      0.63519      0.71493      0.82097      0.95969          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=140    1.6257     0.93969    0.046043       0.073254          0.10503               3.6978                0.13151        -10.312    0.026782

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.472555 seconds.
Elapsed time is 7.105816 seconds.
                     mean        sd       coefofvar      min        max       pYis0        pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5           p10          p15          p20         p25          p35         p50         p65        p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    __________    _______    __________    ________    ________    ________    _________    _________    _________    _________    ________    _________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        3.7886     0.1584     0.04181      -10.305    14.637           0    8.7016e-20          1    1.6775e-25       0          3.2381       3.386       3.5119       3.5726       3.6238       3.6802      3.6823       3.7379      3.7921     3.8441     3.8954     3.9092      3.951     3.9931     4.0488     4.1778     4.3208        0.025091                  1               0.02674              0.98471              0.022602             0.7692              0.009934              0.93019          0.00085194    0.0089279     0.045571      0.09257      0.14033      0.20388     0.24279      0.35538      0.48881      0.64432      0.73745      0.80389      0.85132      0.89409      0.94983      0.98965       0.99886  
    cl_mt_pol_a    0.083391    0.17143      2.0558      -10.061    47.414    0.075196       0.22255    0.70226    1.6018e-24       0        -0.45192    -0.30633     -0.20624     -0.13498    -0.066863    -0.063716           0    0.0081603    0.085243    0.16232    0.16232    0.16232    0.23941    0.31649    0.39357    0.54774    0.77898         0.02674            0.98471              0.029389                    1              0.025343            0.79695             0.0099632              0.86201          -0.0081615    -0.047048     -0.16964      -0.2701     -0.32023     -0.35718    -0.35718     -0.34357      -0.1924      0.25541      0.25541      0.25541      0.48723      0.65835      0.78917      0.92625       0.99235  
    cl_mt_coh       0.20859     0.1855      0.8893       -10.28    50.168           0       0.11471    0.88529    1.6088e-24       0        -0.40917    -0.24791    -0.086644    -0.018479      0.02807     0.066083    0.096235      0.14278      0.2018    0.26996    0.30405    0.33813    0.38468    0.41876    0.51186    0.74129     0.9491        0.022602             0.7692              0.025343              0.79695               0.03441                  1             0.0086868              0.69459          -0.0023495     -0.01513    -0.044754    -0.053407    -0.048941    -0.034461    -0.01364     0.059782      0.16566      0.37302      0.47879       0.5998      0.68129      0.73824      0.84941      0.96643       0.99498  
    cl_mt_pol_c      1.2825    0.06742    0.052567     0.026782    4.3318           0             0          1    3.2795e-23       0          1.0877      1.1427       1.1803       1.1878       1.1965       1.2033      1.2617       1.2731      1.2794     1.2833     1.3608     1.3632     1.3679     1.3746     1.3817     1.4059     1.4589        0.009934            0.93019             0.0099632              0.86201             0.0086868            0.69459             0.0045455                    1           0.0009819    0.0087705     0.045578     0.092281      0.13945      0.18917     0.23522      0.33691      0.49672      0.63361      0.73976      0.78902      0.84096       0.9152      0.94721      0.98966       0.99891  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=141    4.2522     0.91036    0.055269        0.77376          0.19842               3.4581                0.13747        -6.9961    0.026091

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 16.660201 seconds.
Elapsed time is 9.866015 seconds.
                    mean       sd       coefofvar      min        max        pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5          p10          p15         p20         p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    _______    _______    __________    __________    _______    _______    _______    __________    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      1.4781     13.852      9.3716       -43424    3.4005            0    0.10103    0.89897    1.4639e-08    2.3967e-14    -27.562     -6.707    -1.3657    -0.0089152     0.62754      1.0002     1.2806    1.6477    2.0493    2.3454    2.5276    2.6189    2.7129    2.8162    2.9415    3.1079    3.2236         191.88                    1              4.3773               0.097361              4.5691             0.095921             0.57087               0.11844           -0.052752     -0.12393     -0.20642     -0.22567     -0.21419     -0.18573     -0.14743    -0.047272     0.14113      0.36542       0.5291      0.61709       0.7067      0.80027      0.89752      0.97862       0.99782  
    cl_mt_pol_a    2.7001     3.2457      1.2021      -6.6432    47.381    0.0063485    0.18507    0.80858    4.1649e-10    1.9671e-13    -3.9024    -2.8034    -1.5283      -0.79145    -0.32252    0.085595    0.37442    1.0243    2.1074    3.3349    4.4902    5.1401    5.9344    7.0897    8.8949     12.65    17.415         4.3773             0.097361              10.535                      1              11.114               0.9958              1.0765               0.95319            -0.00161    -0.012306    -0.042921    -0.063516    -0.073293    -0.075041    -0.070574    -0.043975    0.045176      0.20019      0.34507      0.43024      0.52871      0.65323      0.79576      0.94581       0.99306  
    cl_mt_coh      2.9683     3.4388      1.1585      -6.9641    50.176            0    0.17196    0.82804    1.2389e-09    5.1891e-14    -4.1532     -2.934    -1.5582      -0.72428     -0.1909     0.19431    0.53509    1.2569    2.3638    3.6232    4.8382    5.5282    6.4066    7.5813    9.4905    13.493    18.482         4.5691             0.095921              11.114                 0.9958              11.825                    1              1.1122                0.9295          -0.0015821    -0.011891    -0.040647    -0.059349    -0.066882    -0.066598    -0.060399    -0.029457    0.060138       0.2115      0.35262      0.43942      0.53997      0.65704      0.79884      0.94728       0.99314  
    cl_mt_pol_c    1.4235    0.34795     0.24442     0.026091    5.7279            0          0          1    4.2972e-08    2.3967e-14    0.44585    0.67684    0.87368       0.97923      1.0642       1.113     1.1959    1.2742    1.4037    1.5517    1.6395    1.7058    1.7845      1.87    2.0254    2.3027    2.6488        0.57087              0.11844              1.0765                0.95319              1.1122               0.9295             0.12107                     1           0.0002659    0.0040631     0.026323     0.059229     0.095334      0.13333      0.17465      0.26197     0.40454      0.56025      0.67254      0.73009      0.79182      0.85514      0.92304      0.98277       0.99805  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=142     2.763      0.918     0.032617       0.018074          0.35379               6.7853                0.1364         -7.3631    0.0067792

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.609062 seconds.
Elapsed time is 5.975668 seconds.
                     mean         sd       coefofvar       min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20         p25         p35           p50          p65        p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    _________    ______    ________    ________    _______    __________    ___________    _______    _______    _______    _______    _______    ________    ________    ________    ___________    _______    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         1.9262    0.90956     0.47219       -3776.4    6.1424           0    0.032636    0.96736    6.1072e-10    3.0352e-112    -4.6094    -1.2552     0.3839    0.95082     1.2621      1.4686      1.6425      1.8616         2.1043     2.3203     2.4523     2.5266      2.612      2.72     2.875    3.1442    3.4225        0.82729                   1              0.84004               0.89208              0.85267             0.83933               0.14331              0.86095          -0.0036108    -0.013999    -0.017762    0.00061294    0.029449     0.065428      0.10778      0.19926      0.35212      0.53185      0.64993      0.71299      0.78022      0.84944      0.92325       0.9831       0.99822  
    cl_mt_pol_a    -0.051239     1.0353     -20.205       -7.0339    48.421    0.032768     0.50196    0.46528    1.9105e-13     3.911e-110    -4.1174    -2.8372    -1.8229    -1.3505    -1.0386    -0.81067     -0.6235    -0.33828    -0.00086516    0.29611    0.59318    0.74171    0.89024    1.1873    1.6329    2.4498    3.5638        0.84004             0.89208               1.0719                     1               1.0665             0.92229                0.1856              0.97956             0.09143      0.67392       2.4075        3.9326      5.0899       6.0558       6.7028       7.6812       8.0926       7.5924       6.6301       6.0678       5.4278         4.32       2.8661       1.5432        1.0677  
    cl_mt_coh       0.062016     1.1169       18.01       -7.3311    50.175           0     0.44293    0.55707    5.0309e-11    3.8474e-110    -4.4634    -3.0419    -1.8916    -1.3602    -1.0124    -0.74665    -0.55223    -0.20983        0.13895    0.48037    0.75147    0.90485     1.0939    1.4006    1.7841    2.7043    3.7834        0.85267             0.83933               1.0665               0.92229               1.2475                   1               0.18348              0.89763           -0.079861     -0.59365       -2.098       -3.3805     -4.3266      -5.0939       -5.571      -6.2098      -6.2446      -5.4141      -4.5382        -3.93      -3.1245      -2.0514     -0.88747      0.51611       0.93243  
    cl_mt_pol_c       1.2442    0.18301      0.1471     0.0067792    5.0496           0           0          1    3.2728e-09    3.0352e-112    0.65028    0.81621    0.94753     1.0167      1.059      1.0903      1.1175       1.155          1.245     1.3368     1.3732      1.402     1.4464    1.4717    1.5473    1.6458    1.7605        0.14331             0.86095               0.1856               0.97956              0.18348             0.89763              0.033493                    1           0.0004683    0.0060173     0.035129      0.074639     0.11646      0.16062      0.20417      0.29577      0.43954      0.59666      0.70382      0.75961       0.8189      0.87613      0.93582      0.98645       0.99857  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=143    1.6777     0.94959    0.0028856       0.28857          0.26496               8.5198                0.12659        -14.444    0.026784

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 12.787839 seconds.
Elapsed time is 3.727502 seconds.
                    mean        sd       coefofvar      min        max       pYis0        pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1        p1          p5         p10         p15          p20          p25         p35        p50        p65        p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    __________    _______    __________    ________    _______    _______    ________    ________    ________    _________    _________    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       4.0459     0.5681     0.14041      -12.181    13.631           0    1.9208e-05    0.99998    1.6763e-11       0         1.6433     2.4954       3.079      3.3308      3.4903       3.5926       3.7145      3.854     4.0714     4.2595     4.4372     4.4881     4.5994     4.7221    4.9266    5.2811    5.6928        0.32273                   1                0.3109              0.96227                0.2675            0.79914               0.10053              0.97107          0.00031134    0.0054706    0.033988    0.073972      0.11644      0.16022      0.20716       0.2996      0.44706       0.60239     0.71876       0.76295     0.81974      0.87683      0.93686      0.98666       0.99858  
    cl_mt_pol_a    0.19146    0.56872      2.9704      -14.092    48.482    0.092709        0.3369    0.57039    1.0615e-11       0        -1.6559    -1.0682    -0.61289     -0.4323    -0.29254     -0.20756     -0.12932          0    0.11572    0.28754    0.45935    0.54526    0.71708    0.88889    1.2325    1.8339    2.6929         0.3109             0.96227               0.32345                    1               0.29765            0.88823              0.097561              0.94131          -0.0098684     -0.07045    -0.23866    -0.40984     -0.47634     -0.54666     -0.59416     -0.62583     -0.56162      -0.42134    -0.21256     -0.087258     0.10007      0.32721      0.61691       0.8887       0.98582  
    cl_mt_coh      0.32299    0.58921      1.8243      -14.412    50.162           0       0.25803    0.74197    1.0422e-11       0        -1.7035    -1.0467    -0.56232    -0.32499     -0.2177    -0.099034    -0.012879    0.12692     0.2781    0.45041    0.62272    0.70887    0.88118     1.0535    1.3981    2.0012    2.8628         0.2675             0.79914               0.29765              0.88823               0.34717                  1              0.084651              0.78835          -0.0060502    -0.041897    -0.13472    -0.21865     -0.24562     -0.26963     -0.27758     -0.25823     -0.12827     0.0051614     0.17263       0.26618     0.40161      0.55902      0.75352      0.92987       0.99122  
    cl_mt_pol_c     1.2676    0.18224     0.14377     0.026784    4.3412           0             0          1    3.6533e-09       0        0.81602     0.9061     0.98111      1.0198      1.0738       1.0931       1.1155     1.1744     1.2809     1.3676      1.404     1.4445     1.4587       1.51    1.5461    1.6347    1.7742        0.10053             0.97107              0.097561              0.94131              0.084651            0.78835              0.033211                    1           0.0006209    0.0068505    0.038199    0.078665       0.1188      0.16286      0.20497      0.30114      0.44161       0.60335     0.70706       0.76019     0.82123      0.87621      0.93662      0.98669       0.99861  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=144    2.2811     0.93089    0.056097        0.31307          0.34713               7.4279               0.096295        -15.446    0.022741

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.294759 seconds.
Elapsed time is 13.645375 seconds.
                    mean        sd       coefofvar      min        max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25         p35         p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _________    ________    _______    __________    __________    _______    _______    _______    _______    _______    _______    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.5196     2.4998     0.99212      -96.458    9.4551            0    0.083445    0.91656    2.2165e-07    7.4772e-25    -21.138    -5.5599    -1.0578    0.33661     1.0498     1.5251      1.8864      2.4045     2.9732    3.4351    3.7714    3.9631    4.1744    4.4478    4.8346     5.482    6.1734         6.2489                   1               4.9943               0.81218               5.2494             0.79909               0.50269               0.8019           -0.015177    -0.048008    -0.088426    -0.093277    -0.078666    -0.052627    -0.018277    0.067813      0.23051      0.41912      0.56154         0.64      0.71924       0.80527     0.89729      0.97706       0.99747  
    cl_mt_pol_a    0.45943     2.4599      5.3543      -15.069    47.344    0.0095223     0.41209    0.57839    4.7502e-09    3.2928e-23    -9.0609    -5.7887    -3.5317     -2.477    -1.8587    -1.3871     -1.0002    -0.36174    0.37012    1.2814    1.8614    2.2756    2.7727    3.5183    4.5953    6.7493    9.6489         4.9943             0.81218               6.0511                     1                6.364             0.98447               0.60883              0.98697           -0.023075     -0.15691     -0.54307     -0.86785      -1.0948       -1.268      -1.3993     -1.5382       -1.522      -1.2251     -0.91169     -0.66512     -0.40499     -0.049369     0.37209      0.83177       0.97642  
    cl_mt_coh      0.57492     2.6279      4.5709      -15.414    50.123            0     0.39597    0.60403    3.5375e-08    1.9553e-23    -9.7227    -6.1354    -3.7084     -2.571    -1.8938    -1.3917    -0.97326    -0.27331    0.51414    1.4309     2.089    2.5265    3.0515    3.8161    4.9535    7.2284    10.333         5.2494             0.79909                6.364               0.98447               6.9059                   1                0.6334              0.96115           -0.019931     -0.13622     -0.45984     -0.73076      -0.9195      -1.0603      -1.1642     -1.2656      -1.2242     -0.97214     -0.66157     -0.44327     -0.21483      0.077249     0.44735      0.85165       0.97987  
    cl_mt_pol_c     1.2872    0.25077     0.19482     0.022741    6.2337            0           0          1     1.431e-05    7.4772e-25    0.41888     0.6713    0.87367    0.96589     1.0296     1.0823      1.1226      1.1853     1.3126    1.3816    1.4559     1.519    1.5528    1.5953    1.6754    1.8641    2.0446        0.50269              0.8019              0.60883               0.98697               0.6334             0.96115              0.062886                    1          0.00027649     0.004387     0.029115       0.0652      0.10445      0.14489      0.18784     0.27762      0.42318      0.58013      0.69099      0.74808      0.80625       0.86801     0.93066      0.98496       0.99835  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=145     4.022     0.91523    0.020319        0.60075          0.13999               5.9062                0.11562        -13.256    0.014762

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 18.376145 seconds.
Elapsed time is 8.223055 seconds.
                     mean        sd       coefofvar        min         max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10         p15        p20        p25        p35        p50          p65         p75        p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ___________    ______    ________    _______    _______    __________    ________    _______    _______    _______    ________    _______    _______    _______    _______    ________    _________    _______    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       0.97291     26.746      27.491     -1.1286e+05    3.7662           0    0.12955    0.87045     6.893e-10       0        -25.164    -7.2867    -1.8427    -0.43022    0.22478    0.62556    0.89184     1.2497       1.582       1.8005     1.9274     1.9941     2.0528     2.1259     2.2298    2.3876    2.5364         715.37                    1              2.6626               0.07314               2.8835             0.072706              0.32882              0.066299         -0.076931      -0.18548    -0.33391    -0.38648     -0.39001     -0.36733     -0.32807     -0.21646     0.0056205     0.26852      0.46391      0.56255      0.66663      0.76925      0.88293      0.97482       0.99736  
    cl_mt_pol_a     -0.9251     1.3611     -1.4713         -12.602    48.175    0.032288    0.73104    0.23667    9.4927e-13       0        -6.9442    -5.2872    -3.6937     -2.7857    -2.2715     -1.876    -1.5728     -1.118     -0.5874     -0.20839          0    0.10368    0.26944    0.43521    0.68385    1.3469    2.1757         2.6626              0.07314              1.8526                     1               2.0032              0.99253              0.23893               0.94666         0.0081313      0.066948     0.25157     0.43064      0.56167      0.67867      0.76646      0.90804        1.0474      1.1081       1.1153       1.1113       1.0987       1.0795       1.0568       1.0154         1.002  
    cl_mt_coh      -0.89833     1.4828     -1.6506         -13.224    50.148           0    0.68675    0.31325    6.9593e-11       0        -7.4708    -5.6949      -3.89     -2.9598    -2.3678     -1.945    -1.6067    -1.0993    -0.50733    -0.086918    0.11899    0.22478    0.33834    0.53404    0.84574    1.4643    2.3389         2.8835             0.072706              2.0032               0.99253               2.1987                    1              0.25172               0.91549         0.0093025      0.072496     0.28173     0.46798      0.61998       0.7342      0.83057      0.97808        1.1133       1.158       1.1557       1.1458       1.1312       1.1046       1.0658       1.0202        1.0027  
    cl_mt_pol_c      1.1829    0.18543     0.15676        0.014762    3.9548           0          0          1    1.6824e-08       0        0.48649     0.6851    0.86199      0.9492     1.0027     1.0427     1.0719     1.1226      1.1831       1.2502     1.3054     1.3464     1.3904     1.4095     1.4837    1.5814    1.6536        0.32882             0.066299             0.23893               0.94666              0.25172              0.91549             0.034385                     1         0.0003547     0.0050389    0.031942    0.070529      0.11186       0.1551      0.20016      0.29295       0.44145     0.59367       0.7034      0.75755      0.81531      0.87531      0.93644      0.98701       0.99866  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=146    1.2598     0.95352    0.047594        0.50149          0.37538               9.0743                0.12753        -14.352    0.012153

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 26.518535 seconds.
Elapsed time is 13.887136 seconds.
                    mean       sd      coefofvar      min        max        pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ______    _________    ________    ______    _________    __________    _______    __________    __________    _______    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      13.635    4.5401     0.33297      -5.1815    23.876            0    0.00090519    0.99909    7.1598e-07    1.3181e-05    0.29662      4.0424    6.1352    7.5756    8.6845    9.6043    10.362    11.715    13.567    15.492    17.019    17.892    18.843    19.907    21.157    22.546    23.264         20.613                   1               49.034               0.97991               51.232             0.97658               2.5635               0.98281          -0.00013261      0.0019667     0.017474    0.042745     0.072651      0.10626      0.14286      0.22427      0.36315      0.52279      0.64228      0.70585      0.77338       0.8441      0.91949      0.98331       0.99829  
    cl_mt_pol_a    17.125    11.022     0.64359      -14.002    47.728    0.0012383     0.0079383    0.99082    2.8864e-07    0.00053364    -3.5826    0.096991    2.1501    4.0389    5.7635    7.3238    8.6378    11.184    15.126    19.889    24.159    26.787     29.99    33.685    38.531    44.444      47.4         49.034             0.97991               121.48                     1               127.19             0.99871               6.2848               0.99255           -0.0004562    -0.00073252    0.0021999    0.011424     0.025821     0.045564     0.068457      0.12656       0.2412      0.39492      0.52286      0.59625      0.68093      0.77171       0.8769      0.97373       0.99738  
    cl_mt_coh      18.094    11.555     0.63858       -14.32    50.163            0     0.0068196    0.99318    3.1886e-07    0.00032996    -3.8647     0.23204    2.4156    4.3944     6.201    7.8028    9.2121    11.879    16.029    20.998    25.472    28.278    31.548    35.505    40.581    46.722    49.819         51.232             0.97658               127.19               0.99871               133.51                   1               6.5695               0.98964          -0.00047522    -0.00069788    0.0025518     0.01211     0.026791     0.045991      0.06987      0.12826      0.24329      0.39657      0.52418      0.59817      0.68046      0.77302      0.87782      0.97382        0.9974  
    cl_mt_pol_c    2.1048    0.5745     0.27295     0.012153    6.5402            0             0          1    0.00014348    1.3181e-05    0.85882      1.0544    1.2677    1.4353    1.5196    1.5921    1.6598    1.8188    2.0311    2.2735    2.4794    2.6062    2.7548    2.9345    3.1709    3.5287    3.8764         2.5635             0.98281               6.2848               0.99255               6.5695             0.98964              0.33005                     1           0.00034498      0.0044638     0.027085    0.059828     0.095091      0.13222      0.17097       0.2538      0.39032      0.54329      0.65589      0.71626      0.77977      0.84735      0.91967      0.98241       0.99794  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=147    3.3173     0.92632    0.0080339      0.072676          0.37702               9.9147                0.13163        -11.263    0.0015551

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.011617 seconds.
Elapsed time is 4.502515 seconds.
                    mean        sd       coefofvar        min         max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15         p20         p25         p35         p50        p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    ________    ________    _______    __________    ___________    _______    _______    _______    _______    ________    ________    ________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.9267     20.048      10.405     -1.3885e+06    5.2781           0    0.034466    0.96553    2.1973e-12    2.9561e-128    -6.5791    -1.5778    0.37185    0.98995      1.3188      1.5255      1.6698      1.9025     2.1527     2.3328     2.4538     2.5317    2.6073    2.7031    2.8307    3.0635    3.3082         401.91                    1             0.91103               0.041915             0.91282             0.039603              0.15419              0.040798         -0.0062981    -0.020103    -0.025917    -0.0071431     0.02438     0.060807      0.10176      0.19514      0.35812      0.53233      0.65663      0.71748      0.78319      0.85285       0.92381     0.98357       0.99828  
    cl_mt_pol_a    0.11174     1.0842      9.7022         -10.908    49.602    0.034203     0.43477    0.53103    1.7821e-16    1.0805e-126    -4.0905    -2.7154    -1.6691    -1.1955    -0.90598    -0.68886    -0.54411    -0.19124    0.12043    0.44543    0.77043    0.93292    1.0954    1.4204    1.9079    2.8829    4.1017        0.91103             0.041915              1.1754                      1              1.1441              0.91786              0.20008               0.97897          -0.041802      -0.3096      -1.0558       -1.7052     -2.1822       -2.538      -2.7625      -3.0845      -3.1296      -2.7425      -2.1341      -1.7642      -1.4164     -0.80615     -0.045496     0.72266       0.96364  
    cl_mt_coh      0.22615     1.1497      5.0839         -11.231    50.168           0       0.384      0.616    4.2643e-14    2.9687e-126    -4.4127    -2.9043    -1.7099    -1.1844    -0.85675    -0.61104    -0.44724    -0.10597    0.22164    0.61749    0.91098     1.1089    1.2727    1.6003    2.0576    3.0404     4.269        0.91282             0.039603              1.1441                0.91786              1.3219                    1              0.19369               0.89368          -0.022176     -0.16259     -0.54862      -0.87243     -1.1017      -1.2633      -1.3583      -1.4684      -1.4078      -1.0918     -0.78076     -0.50138     -0.30361     0.036194       0.41469     0.84435       0.97956  
    cl_mt_pol_c      1.242    0.18851     0.15178       0.0015551    4.0961           0           0          1    8.7214e-11    2.9561e-128    0.61718    0.79835    0.93173     0.9964      1.0457      1.0842      1.1127      1.1545     1.2495     1.3329     1.3706     1.4174    1.4467     1.475    1.5408    1.6372    1.7484        0.15419             0.040798             0.20008                0.97897             0.19369              0.89368             0.035536                     1         0.00043755    0.0058614      0.03446      0.073117      0.1149       0.1585      0.20162      0.29427      0.44007      0.59597      0.70317       0.7636      0.81814      0.87557       0.93577      0.9865        0.9986  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=148    3.4099     0.90419    0.029635       0.091436          0.24108               9.9663                0.12853        -7.5553    0.024198

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 14.931393 seconds.
Elapsed time is 7.314220 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1        p1          p5         p10        p15        p20        p25        p35         p50          p65         p75        p80         p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    ________    _______    __________    ________    _______    _______    ________    _______    _______    _______    _______    ________    ________    _________    _______    ________    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.2315     1.0915     0.88632        -3256    4.1133           0    0.084509    0.91549    1.8867e-09       0         -7.774    -2.7029    -0.55234    0.17598    0.55487    0.81333     1.0024       1.267      1.5218       1.7121      1.821      1.8767     1.9317     1.9998     2.0927    2.2473    2.3996         1.1914                   1              0.95162                 0.867               1.0205             0.84152               0.14239              0.80709          -0.0093738    -0.040049    -0.082491    -0.088322    -0.073274    -0.045313    -0.0067369    0.083869      0.25498      0.45284      0.60729      0.67173      0.75194      0.82852      0.91229      0.98152       0.99803  
    cl_mt_pol_a    -0.68292     1.0056     -1.4724      -7.1458    48.038    0.028389     0.74166    0.22995    4.3278e-13       0        -4.9902    -3.6948     -2.6038    -2.0584    -1.7175    -1.4448    -1.2402     -0.8993     -0.4902      -0.1528          0    0.060558    0.21002    0.35948    0.65841    1.1815    1.7794        0.95162               0.867               1.0112                     1               1.0775             0.96452               0.15777              0.97067           0.0083265     0.066383      0.24365       0.4169       0.5495      0.66527       0.75815     0.91267       1.0676       1.1327        1.143       1.1402       1.1258       1.1056       1.0618       1.0173        1.0028  
    cl_mt_coh      -0.62139      1.111     -1.7879      -7.5233    50.165           0      0.6858     0.3142    7.2931e-11       0        -5.4233    -4.0051      -2.774    -2.1584    -1.7737    -1.4659    -1.2351    -0.85036    -0.38869    -0.037092    0.14993     0.22687    0.38077    0.53466    0.80931    1.3479    1.9966         1.0205             0.84152               1.0775               0.96452               1.2343                   1               0.16511              0.91942           0.0097239     0.075711      0.28452      0.48328      0.63494      0.76722        0.8697      1.0353       1.1867        1.232       1.2218       1.2062        1.176       1.1428       1.0895       1.0251        1.0033  
    cl_mt_pol_c      1.1925    0.16163     0.13554     0.024198    4.5301           0           0          1    7.4268e-09       0        0.61285    0.77728     0.91958    0.99033     1.0348     1.0686     1.0949      1.1388      1.1913       1.2404     1.3045      1.3447       1.37     1.4022     1.4539     1.542    1.6181        0.14239             0.80709              0.15777               0.97067              0.16511             0.91942              0.026126                    1          0.00046222    0.0059083     0.035286     0.075047      0.11784      0.16268       0.20751     0.30347      0.44887      0.60201      0.71157      0.76638      0.82147      0.87948      0.93783      0.98708       0.99862  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save     fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    __________    _____________    _____________    ______________________    _______________    _______    _________

    j=149    1.4895     0.88001    0.00065962       0.33755          0.46781               8.5822                0.09673        -14.302    0.0081579

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 11.661251 seconds.
Elapsed time is 5.756890 seconds.
                    mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1          p1          p5         p10        p15        p20        p25        p35        p50        p65         p75        p80        p85        p90        p95         p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    _______    ________    __________    ________    _________    _________    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    _______    _______    ________    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       -3.891     5.1103     -1.3134       -17.919     8.522           0    0.72818     0.27182    0.00024646       0          -17.864      -17.677    -14.425    -11.729    -9.7829     -8.244    -6.9427    -4.8783    -2.5792    -0.81021    0.21018    0.69242       1.15      1.593      2.0571     2.7986    3.5293         26.115                   1               14.653               0.76395               19.559             0.93889               1.8644                0.9254          0.0053664      0.072708     0.21065     0.37696      0.51519      0.63053      0.72812      0.87827       1.0196       1.0835       1.0909        1.085       1.0732       1.0556       1.0317        1.008         1.001  
    cl_mt_pol_a    -6.2387     3.7533    -0.60162       -13.953     46.96    0.024288     0.9569    0.018814    3.2876e-05       0          -13.481      -13.076    -12.335    -11.473    -10.689    -9.9105    -9.2677     -7.998    -6.2212     -4.4184    -3.1642    -2.5372    -1.8317    -1.0479    -0.18877    0.48376    2.2019         14.653             0.76395               14.088                     1               13.133             0.85835               1.1618               0.78516          0.0047651      0.022168     0.10365     0.20032      0.28869      0.37177      0.44718      0.58597      0.75724      0.88599      0.94663      0.96819      0.98534      0.99704       1.0022        1.002        1.0005  
    cl_mt_coh      -6.6688     4.0765    -0.61128        -14.27    50.124           0    0.95487     0.04513    5.7303e-05       0          -14.224      -14.178    -13.318     -12.31    -11.513    -10.676    -9.9658    -8.5904    -6.6361     -4.7219    -3.3465    -2.6588    -1.8851    -1.0254    -0.10278    0.60789    2.3272         19.559             0.93889               13.133               0.85835               16.618                   1               1.5256               0.94926          0.0056745      0.046084     0.10414     0.20268       0.2896      0.37366      0.44981      0.59009      0.76021      0.88899      0.94927       0.9705      0.98736      0.99844       1.0028        1.002        1.0004  
    cl_mt_pol_c     1.0197    0.39425     0.38661     0.0081579    8.0472           0          0           1      0.020962       0        0.0081579    0.0081579    0.51313    0.58661    0.63154    0.67758    0.72286    0.82619    0.98317      1.1637     1.2968     1.3827     1.4603     1.5409      1.6397     1.9972    2.4282         1.8644              0.9254               1.1618               0.78516               1.5256             0.94926              0.15543                     1          0.0001677     0.0001677    0.012126    0.039456      0.06928       0.1014      0.13584      0.21139      0.34407      0.50153      0.62285      0.68859      0.75803      0.83115      0.90946      0.97859       0.99752  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=150    3.3661     0.90249     0.05004       0.030178          0.32992               8.9634                0.12753        -7.1704    0.028774

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.029563 seconds.
Elapsed time is 9.475795 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15        p20        p25        p35         p50         p65        p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    ________    _______    _______    _______    ________    ________    _______    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.0982     1.5827      1.4412      -1869.5    4.1794           0    0.12453    0.87547    2.4948e-08    3.0379e-96    -10.771    -4.2343    -1.2813    -0.29562    0.21966    0.56611    0.79895      1.1471      1.4775     1.7287      1.866     1.9467     2.0239     2.1261    2.2564     2.479    2.6985          2.505                   1                1.579               0.76089                1.681             0.73865               0.23184               0.7404          -0.015345     -0.065576     -0.1499    -0.18269     -0.18299     -0.16406     -0.13319     -0.043277     0.13764      0.35987      0.52177      0.61126      0.69897      0.79186      0.89155      0.97658       0.99751  
    cl_mt_pol_a    -0.57533     1.3112      -2.279      -6.9209    47.617    0.020623    0.64478     0.3346    1.9999e-12     6.632e-94    -5.1392    -4.1224    -2.9701     -2.3455    -1.9293    -1.6143    -1.3432    -0.93648    -0.46197          0    0.30461    0.45019    0.66855    0.95971    1.3964    2.2699    3.3617          1.579             0.76089               1.7191                     1               1.8048             0.95725               0.25604              0.98705           0.010373      0.082574     0.32343     0.55117      0.73129      0.88615       1.0164        1.2065      1.3817       1.4379       1.4069       1.3796       1.3268       1.2532        1.157        1.045        1.0063  
    cl_mt_coh       -0.5104     1.4379     -2.8173      -7.1384    50.163           0    0.60807    0.39193    4.8511e-10    4.1281e-94    -5.6206    -4.4413    -3.1856     -2.4541    -1.9627    -1.6462    -1.3513    -0.89267    -0.35765    0.13043    0.41747    0.63595    0.86524     1.1382    1.5967    2.5467    3.6932          1.681             0.73865               1.8048               0.95725               2.0677                   1               0.26759              0.94063            0.01161      0.099362     0.38836     0.66194      0.89713       1.0544        1.203        1.4143      1.5903       1.6181       1.5638       1.5042       1.4271        1.343       1.2098       1.0558        1.0077  
    cl_mt_pol_c       1.199    0.19784     0.16501     0.028774    5.6412           0          0          1    1.1321e-07    3.0379e-96    0.51455    0.70329    0.86587     0.94628    0.99739     1.0398     1.0732      1.1256      1.1998     1.2788     1.3453      1.375      1.405     1.4545     1.506    1.6184    1.7385        0.23184              0.7404              0.25604               0.98705              0.26759             0.94063              0.039141                    1          0.0003718     0.0052208    0.031895    0.070088      0.11047      0.15307      0.19705       0.29147     0.43387      0.58958      0.70139      0.75532      0.81557      0.87352      0.93464      0.98638       0.99853  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=151    1.6145     0.95479    0.049821        0.5795           0.08085               8.2957                0.14279        -13.06     0.026152

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 27.942356 seconds.
Elapsed time is 48.814176 seconds.
                    mean        sd       coefofvar      min        max        pYis0         pYls0       pYgr0    pYisMINY    pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    ________    _________    ________    ______    __________    __________    _____    ________    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      19.695      0.1152    0.0058491     -9.1738    19.857             0             0      1         0        0.0020437    18.238    19.476     19.57    19.607    19.628    19.645    19.656    19.677    19.708    19.729    19.749     19.76     19.77    19.782    19.791     19.83    19.857        0.013271                  1              0.075435              0.97472              0.077521            0.94766             0.0083471              0.75254          0.00088263    0.0096868    0.049447    0.099512      0.14902      0.19936      0.24999      0.35379      0.51202      0.65843       0.7623      0.82037      0.87961      0.91143      0.95331      0.99007          1     
    cl_mt_pol_a    47.218     0.67181     0.014228     -11.717    47.627    8.7125e-11    2.2855e-11      1         0          0.18623    37.756     45.89    46.522    46.759    46.837    46.995    47.074    47.153    47.311    47.469    47.548    47.548    47.627    47.627    47.627    47.627    47.627        0.075435            0.97472               0.45133                    1               0.47299            0.99148              0.042462              0.65644          0.00071079     0.010737    0.058896     0.11664      0.15601      0.23745      0.28792      0.34785      0.50817      0.68383      0.81216      0.81216            1            1            1            1          1     
    cl_mt_coh      49.731      0.7101     0.014279     -11.978    50.183             0    1.9574e-12      1         0           0.1093    39.737    48.276    48.984    49.233    49.354    49.444    49.565    49.685    49.851    50.017      50.1      50.1    50.145    50.183    50.183    50.183    50.183        0.077521            0.94766               0.47299              0.99148               0.50425                  1              0.043034               0.6294          0.00071037    0.0091727    0.051575     0.10295      0.15715      0.19972      0.25855      0.35037      0.51043      0.68742      0.81737      0.81737      0.88971            1            1            1          1     
    cl_mt_pol_c    3.6319    0.096285     0.026511    0.026152    4.0878             0             0      1         0        0.0020437    3.0719    3.4729    3.5155    3.5334     3.547    3.5548    3.5706     3.607    3.6297    3.6399    3.6478    3.7165    3.7244    3.7244    3.8073    3.9058    4.0878       0.0083471            0.75254              0.042462              0.65644              0.043034             0.6294             0.0092709                    1          0.00078489    0.0092538    0.048319    0.097247      0.14847      0.19941      0.25133       0.3465      0.49454      0.64571      0.76195       0.7932      0.85763      0.90625      0.95599      0.98912          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=152    3.8242     0.87866    0.057266        0.74022          0.18827               6.713                 0.14783        -18.655    0.010501

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.503401 seconds.
Elapsed time is 7.063093 seconds.
                    mean        sd       coefofvar        min         max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15         p20         p25         p35         p50         p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    ________    ________    ________    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -1.2976     316.67     -244.04     -1.3724e+05    2.8804           0    0.21495    0.78505    1.3562e-08    1.9265e-89     -67.23    -11.902    -3.2655     -1.428    -0.60911    -0.12632     0.22178     0.69051      1.1143     1.4142    1.6043    1.7031    1.7984    1.9136    2.0608     2.275    2.4417       1.0028e+05                  1              20.663               0.039213              25.265             0.044168               2.5361              0.025434             1.3011      1.4588      1.6373      1.7212       1.7588       1.7718       1.7693       1.7329       1.6243       1.4798       1.3631       1.2977       1.2323       1.1607       1.0839       1.0181        1.0019  
    cl_mt_pol_a    0.15851      1.664      10.498           -18.2    47.292    0.028101    0.46872    0.50318    6.4658e-11    1.9265e-89    -4.8678    -3.6181    -2.4187    -1.8279     -1.4171     -1.1192     -0.8194    -0.41958    0.065353    0.58623    1.0203    1.2807    1.7148    2.2357    3.1038    4.9269     7.184           20.663           0.039213              2.7691                      1              2.9765              0.99023              0.49547               0.94563           -0.03671    -0.26983     -1.0277     -1.6829      -2.1954      -2.5671      -2.9144      -3.2774      -3.4055      -3.0929      -2.5926      -2.2308      -1.7228      -1.1102     -0.26896      0.64668       0.95021  
    cl_mt_coh       0.2923     1.8064      6.1798         -18.623    50.189           0    0.43208    0.56792    1.1441e-09     4.145e-89    -5.3405    -3.8981     -2.587     -1.892     -1.4331      -1.066    -0.77745    -0.29239     0.19288    0.80903     1.268    1.5433    1.9629    2.5529    3.4315    5.3197    7.7847           25.265           0.044168              2.9765                0.99023               3.263                    1              0.51333               0.90251          -0.021396    -0.15602    -0.58962    -0.96687      -1.2554      -1.4722      -1.6161      -1.8035      -1.8059       -1.533      -1.1922     -0.95962     -0.67303     -0.26108      0.22316      0.78074       0.97099  
    cl_mt_pol_c      1.253    0.31487     0.25129        0.010501     5.553           0          0          1    1.2442e-06    1.9265e-89    0.31415    0.54995    0.74875    0.85514     0.92607     0.98271      1.0281      1.1179      1.2368     1.3747    1.4894    1.5162    1.5758     1.663    1.7846    2.0049    2.2506           2.5361           0.025434             0.49547                0.94563             0.51333              0.90251             0.099145                     1         0.00019799    0.003624    0.025062    0.057569     0.093121      0.13073      0.17143      0.25705      0.39927      0.55972      0.66973      0.73114      0.79114      0.85639      0.92521      0.98357       0.99816  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=153    4.1066     0.91974    0.056376       0.012987          0.22121               2.8139                0.13527        -9.104     0.021426

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 18.659287 seconds.
Elapsed time is 16.127354 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10         p15        p20        p25        p35        p50         p65         p75        p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    ___________    _______    _______    _______    ________    _______    _______    _______    _______    ________    ________    _______    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.2973     2.3979      1.8484       -49293    3.9605           0    0.10935    0.89065    1.8909e-10    9.2803e-118    -10.736    -4.3371    -1.2525    -0.14746    0.44843    0.80614     1.0588     1.4104      1.7388      1.9552     2.0758     2.1351     2.1908     2.2721     2.3732    2.5348    2.7096         5.7501                   1               1.8287               0.52324               1.9607             0.51732               0.18576              0.50856           -0.012027    -0.055393    -0.12724    -0.15093     -0.14405     -0.11959     -0.083408    0.012623      0.19578      0.41008      0.56557      0.65336      0.73179      0.81644      0.90519       0.9802        0.9979  
    cl_mt_pol_a    -1.0267     1.4575     -1.4196      -8.5743    47.332    0.019624    0.74904    0.23134    2.5097e-12    1.6632e-115    -6.4355    -5.2228     -3.893     -3.0883    -2.5687    -2.1555    -1.8247    -1.3327    -0.74743    -0.29352          0    0.13335    0.28295    0.58215    0.88135    1.5545    2.4521         1.8287             0.52324               2.1244                     1                2.266             0.98362               0.21761              0.98014           0.0066538     0.056504     0.22996     0.40099      0.53708      0.65136       0.74666       0.898       1.0464       1.1206       1.1331       1.1289       1.1195       1.0933       1.0623       1.0182        1.0025  
    cl_mt_coh      -1.0074     1.5806     -1.5689       -9.072    50.173           0    0.71473    0.28527    2.3851e-10    4.4703e-116    -6.9033    -5.5685    -4.1109     -3.2685    -2.6801    -2.2413    -1.8815    -1.3284     -0.6963    -0.19536    0.10257    0.24345    0.44521     0.7091     1.0689      1.78    2.6929         1.9607             0.51732                2.266               0.98362               2.4983                   1               0.23158              0.96182           0.0074284     0.062267     0.24932     0.42973       0.5763        0.697       0.79879      0.9567       1.1042       1.1678       1.1715        1.163       1.1452       1.1174       1.0736        1.021         1.003  
    cl_mt_pol_c     1.1863    0.15233      0.1284     0.021426    5.0924           0          0          1    1.3135e-09    9.2803e-118    0.60398     0.7652    0.90856     0.98712     1.0335     1.0669     1.0966     1.1444      1.1995      1.2427     1.2997     1.3306     1.3475     1.3666     1.4004    1.4866    1.5468        0.18576             0.50856              0.21761               0.98014              0.23158             0.96182              0.023204                    1          0.00046114    0.0058962    0.034714    0.074788      0.11767      0.16171       0.20743     0.30265       0.4505      0.60456      0.71153      0.77292      0.82662      0.88393       0.9394      0.98742       0.99868  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=154    2.5799     0.96758     0.01897        0.78277          0.10288               4.1404                0.13743        -8.4675    0.026414

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 22.660836 seconds.
Elapsed time is 9.504875 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1         p1          p5          p10        p15         p20         p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10     fracByP15     fracByP20     fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _______    __________    _______    __________    __________    ________    ________    _________    _______    ________    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       6.224    0.82085     0.13188      -192.22    14.624          0    6.6855e-08          1    1.1245e-17    4.5429e-49      3.5225      4.2611       4.8801     5.1502      5.4295      5.5284     5.6922     5.8772     6.2036    6.5352    6.7728     6.904    7.0745    7.2829    7.5905    8.1658    8.7685        0.67379                   1              0.79246               0.87202              0.76382             0.82315               0.11602              0.97335           0.00052313     0.0063926     0.036525      0.078418       0.12101       0.16953       0.20863     0.30232      0.44951      0.60639      0.70909      0.76283       0.8206      0.87803      0.93639      0.98652       0.99857  
    cl_mt_pol_a    1.0171     1.1071      1.0885      -7.8797    49.069    0.05232      0.085566    0.86211    1.2784e-19    1.0258e-48    -0.67439    -0.31292    -0.093606          0    0.051513    0.051513    0.12822    0.35835     0.7419    1.1255    1.5857    1.8158    2.1227    2.5062    3.1966    4.7308    6.4951        0.79246             0.87202               1.2257                     1               1.2409             0.99153               0.13069              0.81293          -0.00087924    -0.0050735    -0.011628     -0.012806    -0.0089888    -0.0089888    -0.0029795    0.024737      0.12711        0.235      0.38601      0.46234      0.55513      0.66687      0.79692      0.94741       0.99297  
    cl_mt_coh      1.1684     1.1304     0.96749      -8.4355    50.176          0      0.039295    0.96071    2.1223e-18    5.1475e-49     -0.6252    -0.23438     0.036097    0.12047     0.17592     0.22841     0.2768    0.50509    0.85373    1.3227    1.7198    1.9902    2.3029    2.6937    3.4332    4.9667    6.7943        0.76382             0.82315               1.2409               0.99153               1.2779                   1               0.12715              0.77459           -0.0007368     -0.003629    -0.005609    -0.0013683     0.0068384      0.016384      0.023223    0.057662      0.14703      0.28459      0.41237      0.49345      0.58252       0.6882      0.81586       0.9512       0.99371  
    cl_mt_pol_c    1.2986    0.14522     0.11183     0.026414    3.0022          0             0          1    4.6157e-17    4.5429e-49     0.86042     0.90858        1.022      1.087      1.1424      1.1976      1.223     1.2654       1.32    1.3625    1.4048    1.4173    1.4289    1.4697    1.5193    1.5682    1.6699        0.11602             0.97335              0.13069               0.81293              0.12715             0.77459              0.021088                    1           0.00065804      0.007054     0.037712      0.080385       0.12584       0.16834       0.21204     0.31398      0.45981      0.61433      0.72088      0.77394      0.82902      0.88303      0.94107      0.98756       0.99872  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=155    2.0339     0.92037    0.036538        0.81801          0.2386                9.8728                0.13547        -12.464    0.0066275

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.401881 seconds.
Elapsed time is 5.160661 seconds.
                    mean       sd       coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15          p20         p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _________    ______    ________    _______    _______    __________    __________    _______    _______    _______    ________    ________    _________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      1.4624     4.2999      2.9403       -174.73    9.1917           0    0.19928    0.80072    1.2321e-06    5.8354e-19    -45.084    -9.7949    -3.3753     -1.5549    -0.69567     0.015245    0.42292     1.2255     2.0685     2.811    3.3666    3.6684    4.0201     4.441    5.0242    5.9783    6.8047         18.489                   1               6.2317               0.58748               6.3895             0.57542               1.2592               0.65088            -0.05873     -0.16227     -0.30997    -0.39209     -0.42772     -0.43984     -0.43041      -0.37361     -0.20326    0.040192      0.25153      0.37255      0.50346      0.64988      0.80887      0.95654       0.99519  
    cl_mt_pol_a    1.4503     2.4669       1.701        -12.16    48.238    0.026792    0.24493    0.72827    2.6036e-08    1.5807e-18     -5.976    -2.8871    -1.3427    -0.69772    -0.38657     -0.16594          0    0.22104      0.785    1.5906    2.3963    2.9602    3.6048    4.6521    6.3439     10.05    14.884         6.2317             0.58748               6.0857                     1               6.3145             0.99118              0.99945               0.90049          -0.0054064    -0.028825    -0.081112     -0.1149     -0.13302     -0.14127     -0.14323      -0.13502    -0.080971    0.038343      0.17901      0.27723      0.38022      0.52713      0.70944      0.91602       0.98858  
    cl_mt_coh      1.6434     2.5824      1.5714       -12.432    50.173           0    0.20575    0.79425    3.8258e-08    1.1214e-18    -6.5287    -3.1048    -1.3511    -0.63492    -0.26554    -0.015013      0.152    0.40253    0.98708    1.8222    2.6572    3.2065    3.9099    4.9248    6.7138    10.591    15.601         6.3895             0.57542               6.3145               0.99118               6.6689                   1              0.99604               0.85728          -0.0052997    -0.027339    -0.075303    -0.10402     -0.11705     -0.12032     -0.11749     -0.099697    -0.036189    0.086855      0.22522      0.31141      0.41864      0.54976       0.7247      0.92217       0.98945  
    cl_mt_pol_c    1.3169    0.44991     0.34164     0.0066275    5.8124           0          0          1    4.0704e-05    5.8354e-19    0.24302    0.45841    0.64474     0.75006     0.84169      0.89572    0.97182     1.1069      1.292    1.4682    1.6208    1.6823    1.7802    1.9049    2.0854    2.4726     2.907         1.2592             0.65088              0.99945               0.90049              0.99604             0.85728              0.20242                     1          0.00015624    0.0027232      0.02006    0.046984     0.077052      0.10979      0.14942       0.22594      0.36292     0.52285      0.63879      0.70098      0.76753       0.8365      0.91154      0.97987       0.99769  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=156    1.1042     0.95892    0.020292        0.94413          0.16223               8.9984                0.13779        -7.3763    0.012251

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 16.243972 seconds.
Elapsed time is 6.420297 seconds.
                    mean        sd       coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1         p1         p5         p10        p15        p20          p25         p35         p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    _______    _______    __________    __________    ________    ________    _______    _______    _______    ________    _________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       3.4071     6.4759      1.9007      -11.684    28.005          0    0.28118    0.71882     0.0010369    3.1034e-08     -11.684     -9.3351    -6.9689    -5.2548    -3.7568     -2.5869      -1.0496    0.061611     2.9305     5.9602    7.5521    9.1216    9.9928    12.205    14.514    19.148    22.608         41.937                   1               20.523               0.78626               21.435             0.78786               3.1095               0.79031          -0.0035562     -0.047229     -0.1244    -0.21205     -0.27623     -0.32095     -0.35151     -0.35446      -0.2573     -0.063573     0.12793      0.25366      0.39397      0.55461      0.74669      0.93937        0.9931  
    cl_mt_pol_a    0.98752     4.0307      4.0817      -7.1963    49.006    0.14949    0.29127    0.55923     7.257e-05    4.6666e-08      -6.821     -6.6477    -4.8649    -2.5728    -1.3938     -0.6177      -0.2132           0    0.13815    0.73959    1.5666    2.3184    3.3709    5.1753    8.6336    17.054    26.978         20.523             0.78626               16.247                     1               16.035             0.94688               1.5771                 0.644           -0.023691     -0.078957    -0.31676    -0.49193     -0.58777     -0.63412     -0.64878     -0.65056     -0.64301      -0.58444    -0.48314     -0.38226      -0.2433     -0.03025       0.3046      0.78349       0.96957  
    cl_mt_coh       1.0999     4.2013      3.8197      -7.3443    50.176          0    0.25282    0.74718    6.7666e-05    2.9033e-08     -7.2721      -7.236    -5.3183    -2.7509    -1.4063    -0.52644    -0.066201     0.16392    0.24514    0.89489    1.7747    2.5057    3.6157    5.4566    8.9851    17.576    27.701         21.435             0.78786               16.035               0.94688               17.651                   1               1.8672               0.73148            -0.02261     -0.076668    -0.30175    -0.48075     -0.57041     -0.61003      -0.6181     -0.60715     -0.58025      -0.50888    -0.39446     -0.30081     -0.16056     0.041736      0.35561      0.80012       0.97195  
    cl_mt_pol_c     1.4377    0.60757     0.42261     0.012251    5.8239          0          0          1        0.0301    3.1034e-08    0.012251    0.012251    0.79697    0.82086    0.88511     0.97677       1.1029      1.1584     1.3618      1.502    1.7713    1.8618    1.9782    2.2544    2.5959    3.3156    3.9676         3.1095             0.79031               1.5771                 0.644               1.8672             0.73148              0.36914                     1          0.00025649    0.00025649     0.01129    0.043486     0.069038      0.10235      0.17921      0.21578      0.34471       0.49535     0.60899      0.67329      0.73895      0.81302      0.89507      0.97489        0.9971  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=157     2.481     0.90592    0.017332        0.52728          0.34442               6.1212                0.10252        -18.784    0.028017

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.657518 seconds.
Elapsed time is 6.299421 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65        p75         p80         p85         p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    ________    ________    _______    _______    _______    _______    _______    _______    _______    ________    _______    ________    ________    ________    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -4.9492     15.578     -3.1475      -132.89    6.0162           0    0.52817    0.47183    2.1654e-05       0         -132.41    -88.019    -28.933    -13.626    -8.3432    -5.6804    -4.0089     -1.996    -0.24429    0.86083      1.4451      1.7129      1.9662     2.2502    2.6006    3.1455     3.648         242.67                   1               41.884               0.74586               48.486             0.79878               3.4783               0.62185            0.036501      0.22235     0.62866     0.82743      0.93489       1.0045       1.0531       1.1118       1.1436       1.1331       1.1097       1.0939       1.0751        1.054      1.0293        1.0068        1.0008  
    cl_mt_pol_a    -3.2068     3.6048     -1.1241      -18.326    48.877    0.010709    0.83069     0.1586    2.8254e-06       0         -17.139    -14.869    -10.198    -7.9459    -6.6448    -5.7773    -5.0369    -3.9424     -2.6079    -1.3811    -0.61699    -0.27252    0.066225    0.60857    1.4221    3.1395    5.3993         41.884             0.74586               12.995                     1               13.623             0.96987               1.2048               0.93081           0.0054654      0.05035     0.20225     0.34063      0.45562      0.55061      0.63423       0.7756      0.92631       1.0202       1.0506       1.0572        1.058       1.0519      1.0371        1.0123        1.0019  
    cl_mt_coh      -3.3845     3.8966     -1.1513      -18.752    50.131           0    0.81944    0.18056    7.0012e-06       0         -18.585    -16.011    -10.953    -8.5198    -7.1156    -6.1464    -5.4108     -4.173     -2.7017    -1.3895    -0.56186    -0.16923      0.1986    0.72553    1.5283    3.3003    5.6241         48.486             0.79878               13.623               0.96987               15.183                   1                 1.29               0.92196           0.0058979     0.051669     0.20583      0.3468      0.46232      0.56173       0.6439      0.78568      0.93665       1.0282       1.0565       1.0616       1.0608       1.0541      1.0386        1.0126        1.0019  
    cl_mt_pol_c     1.0259    0.35907        0.35     0.028017    5.0897           0          0          1     0.0019842       0        0.028017    0.33555    0.43178    0.54504    0.63422    0.70799    0.77238    0.88532      1.0255     1.1593      1.2454      1.2984      1.3901     1.5084    1.6548    1.8763     2.115         3.4783             0.62185               1.2048               0.93081                 1.29             0.92196              0.12893                     1          5.4188e-05    0.0024683    0.017544    0.041388     0.070224      0.10318      0.13931      0.22018      0.36024      0.52039      0.63721      0.69953      0.76488      0.83562      0.9136       0.98066       0.99784  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=158    3.7769     0.94955    0.020854        0.52612          0.37593               3.2764                0.10948        -11.542    0.0077862

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 21.339278 seconds.
Elapsed time is 8.728213 seconds.
                    mean       sd       coefofvar       min         max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15         p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    __________    ______    _________    ________    _______    __________    __________    _______    _______    _______    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.9895     18.241      6.1017     -2.582e+05    6.6519            0    0.045717    0.95428    1.5947e-10     9.329e-15    -15.672     -3.775    0.17175      1.2953      1.8512     2.2292       2.48    2.9063    3.3537    3.7642    4.0422    4.1864    4.3532    4.5466    4.8068    5.2313    5.6115         332.72                    1              4.5805               0.079416              4.5782              0.0773                0.4055              0.090225          -0.012829     -0.03342    -0.048397     -0.03468    -0.0078045     0.027575     0.066301      0.15865      0.3137      0.49297        0.624      0.69264      0.76363      0.83782       0.9153      0.98197       0.99809  
    cl_mt_pol_a    2.7408      3.162      1.1537        -11.261    48.979    0.0079048      0.1724     0.8197    6.8956e-13    1.8184e-13    -4.8789    -3.1828    -1.5336    -0.70201    -0.17626    0.13811    0.54109    1.1858    2.2336    3.4425    4.4902     5.135    5.9409    6.9887    8.6812    12.147    16.741         4.5805             0.079416              9.9981                      1              10.125             0.98617               0.74483               0.95604         -0.0020263    -0.014632    -0.046409    -0.066105     -0.073587    -0.073572    -0.066189    -0.033915    0.064541      0.21558      0.36491      0.45352      0.55464      0.66963      0.80916      0.94841        0.9934  
    cl_mt_coh      2.8885      3.247      1.1241         -11.51     50.14            0     0.15951    0.84049    3.7594e-11    4.3976e-14    -5.1761    -3.3378     -1.556    -0.65094    -0.10204    0.28112    0.66547    1.3237    2.3662    3.6544    4.6699    5.3281    6.1239    7.1935    8.9212     12.54    17.176         4.5782               0.0773              10.125                0.98617              10.543                   1               0.73865                0.9233         -0.0020022    -0.014494    -0.045568    -0.064025     -0.069992    -0.068187    -0.059886    -0.025742    0.071006      0.22788       0.3699       0.4573      0.55568      0.66985      0.80805      0.94962       0.99341  
    cl_mt_pol_c    1.3281    0.24639     0.18552      0.0077862    5.3793            0           0          1    2.0884e-09     9.329e-15    0.52239    0.74118    0.90983      0.9935      1.0528     1.1283     1.1683    1.2531    1.3488    1.4208    1.4966     1.526    1.5867    1.6343    1.7228    1.8824    2.0644         0.4055             0.090225             0.74483                0.95604             0.73865              0.9233              0.060708                     1         0.00034476    0.0049135     0.030391      0.06642       0.10506      0.14576      0.19108      0.28049     0.42766      0.58317        0.694      0.75077      0.80909      0.86899      0.93167      0.98528        0.9984  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=159    4.2563     0.92736     0.05503        0.66798          0.23162               4.9322                0.13875        -7.099     0.0020563

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.780223 seconds.
Elapsed time is 16.950057 seconds.
                    mean       sd       coefofvar       min         max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5         p10        p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    __________    ______    _________    ________    _______    __________    __________    _______    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.7146     145.55      53.619     -1.725e+08    4.1849            0    0.019409    0.98059    1.5631e-13    3.3965e-12    -6.8163    -0.96966      1.0637     1.6653     1.9756    2.1977    2.3689    2.6384    2.9412    3.1912    3.3506    3.4333    3.5189    3.6129    3.7298    3.8936    4.0116          21186                    1              2.8867              0.0052659              2.9974            0.0051736              0.27507              0.006044          -0.0054211     -0.013715    -0.0078364       0.01854      0.051766    0.090613      0.13267      0.22659       0.3803      0.54954      0.66983      0.73288      0.79683      0.86224      0.92954       0.9855       0.99852  
    cl_mt_pol_a    4.4739     3.7663     0.84183        -6.6664    47.392    0.0020182    0.066442    0.93154    7.7388e-16    6.8892e-11    -2.6812     -1.4436    -0.26798    0.36194    0.79607    1.2302    1.6643    2.4602    3.8349     5.282     6.512    7.3803    8.3209    9.6233    11.649    15.918    21.272         2.8867            0.0052659              14.185                      1              14.931              0.99601               1.1417               0.96946         -0.00069743     -0.004486     -0.010816    -0.0094842    -0.0030018    0.008007     0.025639     0.072349      0.18274      0.33297      0.46003      0.54086      0.62332      0.72713      0.84235       0.9597       0.99479  
    cl_mt_coh      4.8617     3.9803     0.81871         -7.067    50.178            0    0.059638    0.94036    3.8763e-15    2.7645e-11    -2.8721     -1.4581    -0.12756    0.48666    0.98108    1.4755    1.9006    2.7732    4.1472    5.7139     7.048    7.8912    8.9564    10.258    12.435    16.935    22.624         2.9974            0.0051736              14.931                0.99601              15.843                    1               1.1858               0.95276         -0.00067511    -0.0042826    -0.0095622    -0.0073589    0.00029027    0.013238     0.030508     0.080298      0.18507      0.33851      0.46842      0.54318      0.62982       0.7282      0.84402      0.96004       0.99492  
    cl_mt_pol_c    1.5268    0.31268     0.20479      0.0020563    5.7034            0           0          1    4.4858e-13    3.3965e-12    0.63329     0.84615      1.0269     1.1445     1.2186    1.2695    1.3203    1.4133    1.5082    1.6215    1.7278    1.7728    1.8353    1.9349    2.0503    2.3344     2.666        0.27507             0.006044              1.1417                0.96946              1.1858              0.95276             0.097766                     1          0.00037157     0.0049503      0.029923       0.06605       0.10499     0.14544      0.18816      0.27708      0.41974      0.57397      0.68426      0.74106      0.80047       0.8619      0.92692      0.98378       0.99817  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=160    3.8255     0.88076    0.029519        0.57585          0.41204               9.3324                0.12088        -17.375    0.029707

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 16.201774 seconds.
Elapsed time is 5.868388 seconds.
                    mean        sd       coefofvar      min        max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20         p25          p35         p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    _______    _______    __________    __________    _______    _______    _______    _______    _______    ________    ________    _________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -4.6141     114.17     -24.744      -7309.7    2.9002          0    0.28831    0.71169    6.7932e-07    1.0649e-18    -1087.5    -38.815    -6.8903     -3.001    -1.5729    -0.80043    -0.29949      0.36098    0.95056     1.355    1.5917    1.7116     1.834    1.9718    2.1433    2.3803    2.5569          13035                   1               55.636               0.17792               65.686             0.19957               5.7748               0.13116              0.6605      0.98108       1.107      1.1561       1.1801       1.1928       1.1983       1.1968       1.1742       1.1367        1.1047      1.0868       1.0674       1.0469       1.0247       1.0053        1.0006  
    cl_mt_pol_a     1.0229      2.739      2.6777      -16.951    48.566    0.01417    0.35568    0.63015     8.594e-09    1.0681e-17    -9.7153    -4.9741    -2.8847    -2.0008    -1.3876    -0.97698    -0.63465    -0.072134    0.70888    1.6713    2.4587    2.9836    3.5961     4.471    5.9583    9.0205    13.133         55.636             0.17792               7.5022                     1               7.7316             0.97915               1.0221               0.96761           -0.011739    -0.068005    -0.21301    -0.32827     -0.41182     -0.46732     -0.50914     -0.53998     -0.48826      -0.3028      -0.11284    0.024595      0.17583      0.37222      0.62853      0.89522       0.98576  
    cl_mt_coh       1.1502     2.8829      2.5065      -17.343    50.155          0    0.33991    0.66009    3.1058e-08    6.7262e-18    -10.585    -5.3919    -3.0787    -2.0592     -1.398    -0.94762    -0.55664     0.073874    0.88454    1.8447     2.686    3.1958     3.857    4.7577    6.2276    9.4415    13.675         65.686             0.19957               7.7316               0.97915                8.311                   1                1.021                0.9183           -0.011463    -0.064444     -0.2024    -0.31073     -0.38705     -0.43592     -0.47059     -0.48868       -0.423     -0.24941     -0.048784    0.070865      0.22745      0.41325      0.64236      0.90286       0.98684  
    cl_mt_pol_c     1.2689    0.38566     0.30393     0.029707    6.5232          0          0          1    5.7371e-05    1.0649e-18    0.20238    0.41446    0.65521     0.7826    0.85821     0.92147     0.99932       1.1037     1.2613     1.432    1.5383    1.5886    1.6864    1.7456    1.9247    2.2174    2.5425         5.7748             0.13116               1.0221               0.96761                1.021              0.9183              0.14873                     1          0.00013263    0.0024642    0.020132    0.048822     0.081538      0.11633      0.15398      0.23931       0.3822      0.53746       0.65222     0.71466       0.7783      0.84541      0.91759       0.9815       0.99792  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=161    1.9881     0.89653    0.0032496       0.10137          0.4614                8.978                 0.12949        -11.673    0.0069147

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 14.336805 seconds.
Elapsed time is 6.352227 seconds.
                     mean        sd       coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35         p50        p65         p75         p80         p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    _______    _______    _______    ________    _______    ________    ________    ________    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.53795       4.99     -9.2761       -135.47    6.9289           0      0.384      0.616    2.4055e-06       0        -65.245    -17.273    -6.4229    -3.7826    -2.4566    -1.6494    -1.0603    -0.20498     0.6162      1.2135       1.552      1.7136     1.8922      2.089     2.3543       2.8    3.2334           24.9                   1               6.6696               0.71349               7.3407             0.71138               0.99975              0.64736            0.17304        0.6538      1.3739      1.8279       2.1123       2.3013       2.4263       2.5372       2.4718       2.2116        1.955       1.8023       1.6333       1.4447       1.2413       1.0549        1.0062  
    cl_mt_pol_a     -1.6462     1.8733      -1.138       -11.388    48.605    0.016321    0.81575    0.16793    1.6651e-08       0        -9.1669     -6.918    -5.1246    -4.2031    -3.6191    -3.1081    -2.7431     -2.1108    -1.3561    -0.69915    -0.33416    -0.11517    0.11689    0.44563    0.93873    2.0071    3.3221         6.6696             0.71349               3.5093                     1               3.7098             0.95765               0.56487              0.97431          0.0061962      0.048153     0.18909     0.33405      0.44998      0.55716      0.64244      0.78707      0.94993       1.0417        1.069       1.0749       1.0739       1.0644       1.0445       1.0143        1.0023  
    cl_mt_coh       -1.7013     2.0679     -1.2155       -11.641    50.166           0     0.7868     0.2132    2.0924e-07       0        -10.106    -7.5832     -5.571    -4.5326     -3.873    -3.3448    -2.9326     -2.1905     -1.366    -0.62393    -0.21168    0.035673    0.28303    0.57939     1.0741    2.0969    3.4986         7.3407             0.71138               3.7098               0.95765               4.2763                   1               0.58862              0.91973           0.006568       0.05097     0.20021     0.34945      0.46984      0.58125      0.66907      0.82683      0.98061       1.0667        1.088       1.0898        1.084       1.0728       1.0495       1.0161        1.0023  
    cl_mt_pol_c      1.0781    0.30949     0.28706     0.0069147    6.0038           0          0          1    0.00013506       0        0.17561    0.34026    0.56427    0.69408    0.77098     0.8331    0.88314     0.96821     1.0774      1.1708       1.252      1.3076     1.4001     1.5063     1.6001    1.8412    2.0636        0.99975             0.64736              0.56487               0.97431              0.58862             0.91973              0.095783                    1          0.0001232     0.0023785    0.020048    0.049883     0.083976      0.12148      0.16127      0.24762      0.38959      0.54541      0.65868      0.71686      0.78007      0.84769      0.91952      0.98241       0.99807  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=162    3.4992     0.9037     0.023382        0.80271          0.46618               3.4808                0.14803        -10.589    0.027509

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.924528 seconds.
Elapsed time is 5.314667 seconds.
                    mean        sd      coefofvar      min        max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10        p15        p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10     fracByP15     fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    _________    ________    _______    __________    __________    _______    _______    _________    _______    _______    _______    _______    ________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -4.0993    60.485     -14.755      -3205.5    3.9717            0      0.3637     0.6363    2.1567e-06    8.3462e-05    -779.26    -63.682      -14.511    -7.2235    -4.4337    -2.7357    -1.6458    -0.15439    1.2105     2.131    2.6222    2.8456    3.0662    3.2904    3.5354    3.8073    3.9361         3658.5                   1               70.158               0.14576               73.815             0.14969               6.9315               0.16505             0.39395       0.79221         1.054        1.1768        1.2473       1.2906      1.3164       1.3366       1.3151       1.2528       1.1946       1.1613       1.1254       1.0866       1.0451       1.0094        1.0009  
    cl_mt_pol_a     8.1271    7.9577     0.97916      -10.331    48.858    0.0031847    0.058119     0.9387    5.0177e-07    0.00068137    -5.9784    -1.9742     -0.13281    0.57535     1.2086     1.8418      2.475      3.7414    5.9576    8.8071    11.498     13.24    15.535    18.701    24.162    36.273    48.066         70.158             0.14576               63.325                     1                64.46             0.99357               5.2822               0.95605          -0.0009201    -0.0043873    -0.0083102    -0.0067535    -0.0012936    0.0082885    0.022719     0.060391      0.15051      0.28541      0.41101      0.48617      0.57542      0.67845      0.80754      0.94907       0.99413  
    cl_mt_coh       8.4505    8.1527     0.96476      -10.557    50.189            0    0.051627    0.94837    1.0187e-06    0.00017614     -6.468    -2.0545    -0.031736    0.73891     1.4263     2.0743      2.683      4.0184    6.2493    9.1654    11.878    13.699    16.009    19.288     24.88    37.271    49.298         73.815             0.14969                64.46               0.99357               66.467                   1               5.2477               0.92708          -0.0009567    -0.0044832    -0.0080002    -0.0057943     0.0006565     0.010938    0.025106     0.064825      0.15517      0.29034      0.41396      0.48997      0.57748       0.6811      0.80949      0.94957        0.9941  
    cl_mt_pol_c     1.4705    0.6943     0.47214     0.027509    10.785            0           0          1    7.4125e-05    8.3462e-05     0.1882    0.33556      0.52946     0.6852     0.8061    0.87699    0.97302      1.1342    1.3606    1.6293    1.8479    1.9802    2.1495     2.376     2.741    3.5335    4.6562         6.9315             0.16505               5.2822               0.95605               5.2477             0.92708              0.48206                     1          0.00010596      0.001808      0.014064      0.035118      0.061263     0.090484     0.12196      0.19394      0.32124      0.47308      0.59063      0.65558      0.72576      0.80258      0.88912      0.97223       0.99576  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=163    2.8911     0.87276     0.04567        0.50452          0.39838               2.8033               0.098506        -7.6369    0.0028779

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 13.309981 seconds.
Elapsed time is 4.884743 seconds.
                    mean        sd      coefofvar       min        max        pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80         p85         p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    _________    ______    _________    _______    _______    __________    __________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -1.1477    31.824     -27.729        -33756    3.9192            0    0.52651    0.47349    2.3599e-07    1.7865e-35    -49.792    -14.755     -6.535    -4.2962    -3.1392    -2.4219    -1.8313    -1.0142    -0.1334    0.55944       0.99       1.207      1.4408     1.6869    2.0077    2.4686    2.8422         1012.8                    1              5.3954               0.082276              5.5799             0.080061              1.1122               0.099996            0.15458      0.33383     0.65534     0.88335       1.0423       1.1636       1.2556       1.3779       1.4503       1.4212       1.3534       1.3055       1.2475       1.1797       1.0994        1.023        1.0026  
    cl_mt_pol_a    -2.5408    2.0606    -0.81103       -7.3754    47.816    0.0041183    0.88302    0.11286    1.8168e-09    2.0308e-34    -6.1805    -5.7685    -5.2515    -4.8704    -4.5801    -4.3567    -4.0741    -3.6167    -2.8883      -2.04    -1.3405    -0.93523    -0.42857    0.28667    1.3183    3.6027    6.5503         5.3954             0.082276              4.2462                      1              4.3867              0.97204             0.69923                0.97088          0.0025775     0.023754     0.10968     0.21432      0.30483      0.39046      0.47426      0.62488       0.8165       0.9654       1.0302       1.0522       1.0655       1.0668       1.0524       1.0186        1.0029  
    cl_mt_coh      -2.6277    2.1901    -0.83346       -7.6049    50.126            0    0.87649    0.12351    4.3404e-08    3.8831e-35    -6.5561    -6.0703    -5.5244    -5.1156    -4.8074    -4.5292    -4.2745    -3.7586    -2.9881    -2.0869    -1.3464     -0.9076     -0.3447    0.34879     1.434    3.8227    6.9284         5.5799             0.080061              4.3867                0.97204              4.7963                    1             0.69518                0.90821          0.0026164     0.024808     0.11199       0.215      0.30968      0.39742      0.47979      0.63491      0.82762      0.97381       1.0379        1.059       1.0712       1.0714       1.0555       1.0196        1.0031  
    cl_mt_pol_c     1.1073    0.3495     0.31563     0.0028779    6.7613            0          0          1    6.9684e-07    1.7865e-35    0.19539    0.36946    0.56137    0.67267    0.75071    0.80313    0.86639    0.96178     1.0893     1.2229     1.3263       1.387      1.4762     1.5552    1.7335    2.0021    2.3238         1.1122             0.099996             0.69923                0.97088             0.69518              0.90821             0.12215                      1         0.00013912    0.0026323    0.020257    0.048391     0.080577        0.116      0.15372      0.23664      0.37519      0.53202      0.64703      0.70824      0.77263      0.84066      0.91459      0.98064       0.99778  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=164    4.0822     0.89195    0.054316       0.061489          0.17217               4.2331                0.10393        -9.8821    0.014601

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.334027 seconds.
Elapsed time is 12.326371 seconds.
                    mean        sd       coefofvar        min         max        pYis0        pYls0       pYgr0        pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    __________    _______    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -7.9595     36.949     -4.6421     -1.4751e+05    2.9673             0    0.99981     0.0001897    3.9344e-08       0        -47.875    -24.413    -16.224     -13.32    -11.781    -10.736    -9.7999    -8.4898    -6.9847    -5.6591    -4.7855    -4.3548    -3.8576    -3.2875    -2.5441    -1.4371    -0.45994         1365.2                   1                3.0337               0.1071                3.2808            0.10587               0.51705              0.12532            0.012797     0.047406     0.14522     0.23498      0.31546      0.38395       0.4486      0.56352      0.70865      0.82723      0.89324      0.92161      0.94739      0.96984      0.98834      0.99876       0.99998  
    cl_mt_pol_a    -7.1181     0.7666     -0.1077         -9.3286     47.12    6.7182e-08          1    4.5488e-08    4.3967e-10       0        -8.7038    -8.5166    -8.2286    -8.0089    -7.9264    -7.7855    -7.6965    -7.4902    -7.2112    -6.8994    -6.6311     -6.486    -6.3087    -6.0872     -5.718    -5.0357     -4.1695         3.0337              0.1071               0.58768                    1               0.62141            0.96649              0.079667              0.93066           0.0013023      0.01244     0.05902     0.12214      0.17444      0.23279      0.28529      0.39164      0.54427      0.69706      0.79423      0.83902       0.8819      0.92214      0.96404      0.99357       0.99948  
    cl_mt_coh      -7.5887    0.83871    -0.11052         -9.8501    50.133             0          1    1.4399e-07    8.6546e-09       0        -9.3488    -9.1086    -8.8093    -8.5987    -8.4386     -8.308    -8.1984    -7.9878    -7.6928    -7.3474    -7.0524    -6.8923    -6.7069    -6.4625    -6.0665    -5.3164     -4.4105         3.2808             0.10587               0.62141              0.96649               0.70344                  1              0.084313              0.90025           0.0015367      0.01405    0.059285     0.12043      0.17977      0.23597      0.28857      0.39298      0.54402      0.69643      0.79371      0.83909      0.88095      0.92274      0.96429      0.99363        0.9995  
    cl_mt_pol_c    0.70604    0.11166     0.15816        0.014601    4.9947             0          0             1    5.9986e-08       0        0.29233     0.4267    0.51631    0.56819    0.59088     0.6154    0.63355    0.66611    0.70963    0.75113    0.78079    0.79666    0.81887     0.8438    0.88295    0.96014      1.0438        0.51705             0.12532              0.079667              0.93066              0.084313            0.90025              0.012469                    1          0.00036451    0.0053323    0.032627    0.071205       0.1129      0.15538      0.20124      0.29162      0.43756      0.59402      0.70143      0.75712       0.8146      0.87321      0.93449      0.98611       0.99848  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=165    2.1275     0.92505    0.034327        0.26545          0.41798               9.2049                0.12019        -10.336    0.020091

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 14.052876 seconds.
Elapsed time is 5.754505 seconds.
                    mean        sd      coefofvar      min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5         p10        p15        p20         p25         p35         p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    ________    ________    _______    __________    __________    _______    _______    ________    _______    _______    ________    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.0554    1.7963     0.87393      -70.005    8.9815           0    0.080367    0.91963    2.6217e-07    2.6182e-42    -13.535    -4.1263    -0.74864    0.30646    0.88193      1.2568      1.5292      1.9435     2.3895      2.768    3.0283    3.1852     3.354    3.5635    3.8768     4.421    4.9911         3.2266                   1               2.5504               0.85923               2.5959             0.81994               0.39388              0.83661           -0.010904      -0.0397    -0.076498    -0.079757    -0.064542    -0.038121    -0.0033378    0.082383      0.24289      0.43124      0.57183       0.6473      0.72487       0.80909     0.89845      0.97739       0.99749  
    cl_mt_pol_a    0.23102    1.6524      7.1528      -10.084    48.341    0.026069     0.43122    0.54272    1.4068e-09    1.1007e-40    -6.1631    -4.0421      -2.458    -1.7379    -1.3058    -0.94579    -0.68694    -0.29771    0.22347    0.69139    1.1593    1.4712    1.7832    2.2511     3.031    4.5907    6.6183         2.5504             0.85923               2.7305                     1               2.7824             0.95538               0.42392               0.9788           -0.030341     -0.21906     -0.74182      -1.1861      -1.5086      -1.7789       -1.9303     -2.1405      -2.1433      -1.8695      -1.4416      -1.1327     -0.80818        -0.378     0.17664      0.76998       0.96797  
    cl_mt_coh       0.3409    1.7625        5.17      -10.304    50.154           0     0.39817    0.60183     1.305e-08    7.0216e-41    -6.6936    -4.3239     -2.5493    -1.7732    -1.3089    -0.90562    -0.64389    -0.17966    0.32406    0.86896    1.3529    1.6147    1.9982    2.4518    3.2584    4.9021    6.9993         2.5959             0.81994               2.7824               0.95538               3.1063                   1               0.42089              0.91112           -0.022445     -0.15872      -0.5426     -0.84844      -1.0702      -1.2506        -1.346     -1.4621       -1.421      -1.1515     -0.80909     -0.62101      -0.3253     -0.035017     0.38265      0.83501       0.97717  
    cl_mt_pol_c     1.2517    0.2621      0.2094     0.020091    5.9268           0           0          1    9.6896e-06    2.6182e-42    0.42325    0.65587      0.8357    0.92055    0.98264      1.0244      1.0608      1.1265     1.2533      1.362    1.4414    1.4748    1.5357    1.5801    1.6752    1.8263    2.0294        0.39388             0.83661              0.42392                0.9788              0.42089             0.91112              0.068698                    1          0.00028076    0.0044399     0.028997     0.064448      0.10244      0.14298       0.18448     0.27171      0.41487       0.5714      0.68499      0.74259      0.80312       0.86428     0.92947      0.98469       0.99834  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=166    2.2827     0.95798    0.0057035       0.77166          0.28513               7.5935                0.11903        -19.602    0.0095746

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.970177 seconds.
Elapsed time is 5.665819 seconds.
                    mean       sd       coefofvar       min        max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10         p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _________    ______    ________    ________    _______    __________    __________    _______    _______    ________    _________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.2147     3.3638      1.0464       -304.47    12.311           0    0.099421    0.90058    4.0959e-08    2.6519e-13    -17.401    -5.4744     -1.3241     0.029864    0.86423     1.4197     1.9435     2.6565    3.5377    4.4074    5.0114    5.3573    5.7408    6.2237    6.9094    8.0639    9.1453         11.315                   1                6.915               0.66921               6.6864             0.64072              0.91891               0.78636           -0.013253    -0.036799    -0.071805    -0.080294    -0.072603    -0.053289    -0.026671     0.044852     0.18956      0.37484       0.5207      0.60138      0.68703      0.78055      0.88189      0.97355       0.99707  
    cl_mt_pol_a    2.5917     3.0719      1.1853       -19.124    49.716    0.019823     0.13151    0.84867    5.5528e-09    1.2659e-12    -3.7085     -1.755    -0.65076     -0.22133          0    0.21635     0.4014    0.95654    1.7893    2.8995    3.9173    4.6575    5.4902     6.693    8.7285    13.077    18.814          6.915             0.66921               9.4364                     1               9.4348             0.98999              0.94997                0.8902           -0.001991    -0.010172     -0.02643    -0.034331    -0.035472    -0.032418    -0.025725    0.0059215    0.079244      0.21175      0.34029      0.42949      0.52296      0.63955      0.78445      0.94001       0.99221  
    cl_mt_coh       2.732     3.1024      1.1356        -19.57    50.152           0     0.12013    0.87987    8.6568e-09    7.1602e-13    -3.9405    -1.8003    -0.59066    -0.095314    0.15235    0.36994    0.55604     1.0843    1.9518    3.0684     4.092    4.7762    5.6438    6.8534    8.9006    13.304    19.013         6.6864             0.64072               9.4348               0.98999                9.625                   1              0.91303               0.84715          -0.0020361    -0.010151    -0.025173    -0.030872    -0.029635    -0.023907    -0.015107     0.014833    0.097102       0.2307      0.35813      0.43781      0.53233      0.64633      0.78903      0.94221       0.99227  
    cl_mt_pol_c     1.287    0.34739     0.26992     0.0095746    4.6987           0           0          1    3.2921e-06    2.6519e-13    0.38762    0.55436     0.69445      0.80999    0.88998    0.97344     1.0581     1.1559     1.277    1.4264    1.5252    1.5664    1.6331    1.7298    1.8434    2.0913    2.3623        0.91891             0.78636              0.94997                0.8902              0.91303             0.84715              0.12068                     1           0.0002476    0.0037965     0.023665     0.053007      0.08632      0.12682      0.16302      0.25275     0.39157      0.55306      0.66496      0.72487      0.78805      0.85292      0.92224      0.98286        0.9981  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=167    4.3266     0.95597    0.033464        0.17532          0.26865               3.4656                0.13644        -11.211    0.023008

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 30.129267 seconds.
Elapsed time is 20.766855 seconds.
                    mean       sd       coefofvar      min        max        pYis0        pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5          p10          p15        p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20     fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    __________    _______    __________    __________    _______    ________    ________    __________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      4.0589    0.48602     0.11974       -84612    6.6426            0    0.00013244    0.99987    6.2919e-15    8.2676e-27     1.5173       2.685      3.2725        3.4724     3.6102     3.7023     3.7731    3.9058    4.0825     4.266    4.3852     4.453    4.5238    4.6279     4.765    5.0499     5.385         0.23621                  1              0.70674               0.93841              0.70933             0.90779              0.055949              0.96525          0.00018238     0.0054073      0.03577     0.077421      0.12415       0.16628      0.21292     0.30805       0.4562      0.60963      0.71777       0.7711      0.82558      0.88174       0.9396      0.98728       0.99866  
    cl_mt_pol_a    1.7724     1.5496     0.87428      -10.777    48.381    0.0086692      0.085551    0.90578      2.45e-17    8.6218e-25    -1.9683    -0.98393    -0.28762    0.00044973      0.238    0.47554    0.63391    1.0298    1.5841    2.2176    2.6927    3.0094    3.3261    3.8012    4.5139    6.3351    9.1064         0.70674            0.93841               2.4012                     1               2.4335              0.9768               0.17367              0.93975          -0.0013815    -0.0082111     -0.02063    -0.023334    -0.018805    -0.0065708    0.0087484    0.068346      0.17591      0.33314      0.46868      0.55382      0.63738      0.73548      0.84221      0.95815       0.99435  
    cl_mt_coh      1.9542     1.6077      0.8227      -11.179    50.175            0      0.072282    0.92772    4.3494e-15    2.4154e-25    -2.0344    -0.96004    -0.18789       0.13944    0.38494    0.63044     0.7941    1.1571    1.7299    2.3951    2.8861    3.2029    3.5407    4.0317    4.8144    6.6965    9.5607         0.70933            0.90779               2.4335                0.9768               2.5848                   1               0.17459              0.91055           -0.001296    -0.0074946    -0.017101    -0.016855    -0.010097     0.0043898     0.021169    0.073053      0.18157      0.34108      0.47374      0.55209      0.64065      0.73758      0.84765      0.95965       0.99453  
    cl_mt_pol_c    1.3379    0.11926    0.089138     0.023008    4.4125            0             0          1    1.2942e-13    8.2676e-27    0.93047      1.0317      1.1118        1.2084     1.2229     1.2343     1.2532     1.322    1.3498    1.3744    1.3983    1.4238    1.4648    1.4939     1.527    1.5936    1.6873        0.055949            0.96525              0.17367               0.93975              0.17459             0.91055              0.014223                    1          0.00066739     0.0074185     0.039847     0.084242      0.12866       0.17447      0.22202     0.31944       0.4677      0.62058      0.72306      0.77566      0.83202      0.88543      0.94141      0.98781       0.99871  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=168    4.6665     0.96446    0.046938        0.83553          0.35633               9.244                 0.10124        -16.715    0.011318

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 27.365457 seconds.
Elapsed time is 17.234018 seconds.
                    mean       sd       coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    __________    __________    _______    __________    _________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      7.5373     13.067      1.7336     -3.7287e+06    7.5955             0    4.1347e-05    0.99996    3.8057e-14    0.0034161    6.1931    7.2286    7.4393    7.4869    7.5087     7.522    7.5314    7.5452     7.559    7.5699    7.5756    7.5787    7.5792    7.5843     7.589    7.5927    7.5955          170.74                   1             0.42248              0.0063818             0.43613            0.0062861             0.038817             0.0033841         0.00060408    0.0089641    0.048096    0.097705      0.14798      0.19766      0.24719      0.34816      0.49869      0.64892      0.74991      0.84766      0.84903      0.93559      0.98037      0.99597          1     
    cl_mt_pol_a     43.53     5.0664     0.11639         -16.307    47.758    2.8271e-08    5.1179e-07          1    2.6944e-16      0.17615    13.341    24.927    33.446    37.024    39.069    40.432    41.454    43.158    45.203    46.651    47.418    47.673    47.758    47.758    47.758    47.758    47.758         0.42248           0.0063818              25.668                      1              26.815              0.99684               2.6336               0.59216         0.00024189    0.0045611    0.032489    0.073903      0.11876      0.16524      0.20974       0.3092       0.4645      0.61843      0.73332      0.80674            1            1            1            1          1     
    cl_mt_coh      45.688     5.3096     0.11621         -16.683     50.13             0     4.005e-07          1    5.4275e-16      0.10961    14.007    26.226    35.146    38.892    41.008    42.435    43.529    45.313    47.429     48.97    49.773    50.016    50.105     50.13     50.13     50.13     50.13         0.43613           0.0062861              26.815                0.99684              28.192                    1               2.6798               0.57493         0.00023751    0.0046004    0.032598    0.074053      0.11746      0.16345      0.20993       0.3094      0.46007      0.61857      0.73344      0.78322      0.87974            1            1            1          1     
    cl_mt_pol_c    3.3204    0.87785     0.26438        0.011318    9.3776             0             0          1    1.6408e-12    0.0034161     1.431    2.0434    2.4509    2.6153    2.7124    2.7828    2.8468    2.9982    3.1255    3.3026    3.4384    3.6573    3.7465    4.4623    5.4294    7.0774    9.3776        0.038817           0.0033841              2.6336                0.59216              2.6798              0.57493              0.77061                     1         0.00037622    0.0054065    0.033164    0.071423      0.11186      0.15316      0.19578      0.28391       0.4236      0.56809      0.66773      0.72841      0.79235      0.89659      0.90771       0.9895          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=169    3.6249     0.95904    0.018304        0.4872           0.31042               5.5452               0.098763        -5.6385    0.027321

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.913717 seconds.
Elapsed time is 8.324923 seconds.
                    mean       sd       coefofvar      min        max       pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10          p15          p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    _________    _______    __________    __________    _______    _______    _______    ________    __________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      4.1352     1.2217     0.29543      -4837.5     8.405           0    0.0088862    0.99111     2.673e-09    2.9422e-22    -3.9906    0.16782     2.1494      2.8508        3.2114     3.4519     3.6312     3.9445    4.3011    4.6286    4.8631    4.9984    5.1488      5.33    5.5859    6.0271    6.4621         1.4925                   1               2.3026               0.82586               2.2708             0.79454               0.20553               0.9005          -0.0017187    -0.0039542     0.010305     0.041321     0.077961      0.11875      0.16118      0.25329     0.40501      0.56568      0.67919      0.73892      0.80055      0.86382      0.92961      0.98506        0.9984  
    cl_mt_pol_a    2.0356     2.2823      1.1212      -5.3558    49.101    0.010371       0.1619    0.82773    1.2595e-11    5.9664e-21    -3.6287    -2.3079    -1.0742    -0.47655      -0.12207    0.16047    0.45266    0.96398    1.6944     2.571    3.3015    3.7397    4.3241    5.0546    6.2233    8.7799    11.921         2.3026             0.82586               5.2087                     1               5.2503             0.98336               0.40405              0.94763          -0.0019712      -0.01424    -0.044807    -0.063876    -0.070719    -0.069141    -0.060116    -0.021439    0.073219      0.23204      0.37455      0.46076      0.56336      0.67177      0.81001      0.95187       0.99367  
    cl_mt_coh      2.1705     2.3394      1.0778      -5.6065    50.126           0       0.1531     0.8469    2.0342e-10    2.8299e-21    -3.8012     -2.388    -1.0727    -0.42683    -0.0077033    0.28983    0.56376     1.0608    1.8519    2.7244    3.4883    3.9346    4.5061    5.2735    6.4636    9.0434    12.265         2.2708             0.79454               5.2503               0.98336               5.4728                   1               0.39819              0.91107          -0.0019992     -0.014404    -0.043139    -0.059795    -0.064309    -0.060276    -0.050788    -0.012417     0.09032      0.24344      0.39021      0.47496      0.57027      0.68134       0.8159      0.95256       0.99388  
    cl_mt_pol_c    1.3095    0.18682     0.14267     0.027321    4.3821           0            0          1    3.7271e-09    2.9422e-22    0.67135     0.8476    0.97555      1.0592        1.0996     1.1603     1.2003      1.257    1.3098    1.3896    1.4405    1.4689     1.497    1.5361    1.5928    1.6989    1.8239        0.20553              0.9005              0.40405               0.94763              0.39819             0.91107              0.034903                    1          0.00046591     0.0059475     0.034169     0.073358      0.11448      0.15875      0.20475      0.29621      0.4436      0.59989      0.70711      0.76358      0.81993      0.87709      0.93725      0.98669       0.99858  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=170     3.348     0.91355    0.0050839      0.084973          0.11713               3.9396                0.11606        -17.036    0.0027161

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 16.689529 seconds.
Elapsed time is 32.640427 seconds.
                    mean        sd       coefofvar        min         max        pYis0        pYls0       pYgr0        pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65         p75         p80        p85        p90        p95        p99        p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    __________    _______    __________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _________    _______    _______    _______    _______    ________    ________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -2.8558      40.12     -14.049     -4.5132e+05    4.4968             0    0.75862       0.24138     3.539e-11       0        -41.306    -19.642    -11.332    -8.1569    -6.4269    -5.2791    -4.3433    -2.7204    -1.2663    -0.5145    -0.051811    0.19688    0.45384     0.7451      1.142      1.8409      2.1578         1609.6                   1               7.3252               0.10266               7.9722             0.10261               0.69583              0.10323           0.027796       0.10769     0.30599      0.4734      0.60086      0.70186      0.78597      0.90805       1.0053        1.051       1.0606       1.0592       1.0536       1.0432       1.0268        1.007        1.0007  
    cl_mt_pol_a      -4.47     1.7785    -0.39787         -14.774    47.741    0.00048234    0.99899    0.00052505    8.9895e-14       0        -9.7613    -8.5584    -7.5938    -6.9545    -6.5036    -6.1526    -5.7926    -5.0844    -4.1606    -3.5917      -3.1989    -2.9633    -2.7042    -2.3522     -1.822    -0.68505           0         7.3252             0.10266                3.163                     1               3.4333             0.99687               0.29274              0.97969          0.0023321      0.020854    0.092785      0.1746       0.2486      0.32336      0.38592      0.50787      0.66173      0.79672      0.87081      0.90527      0.93536      0.96312      0.98735      0.99926             1  
    cl_mt_coh      -4.7472     1.9365    -0.40793          -15.55    50.149             0    0.99861     0.0013936    2.2735e-11       0        -10.523    -9.2372    -8.1268    -7.4547    -6.9578     -6.578    -6.1979    -5.4088    -4.4152    -3.8306      -3.3631    -3.1001    -2.8079    -2.4569    -1.8726      -0.616    0.085409         7.9722             0.10261               3.4333               0.99687               3.7501                   1               0.31791              0.97708          0.0023559      0.020647    0.094725     0.17582      0.25412      0.32445      0.39239      0.51263       0.6706      0.79692      0.87501      0.90861      0.93842      0.96475      0.98809      0.99948             1  
    cl_mt_pol_c    0.89101    0.16802     0.18857       0.0027161    4.1189             0          0             1    2.5402e-09       0        0.36221    0.48521    0.59972    0.66069    0.70125    0.74175    0.77811    0.84013     0.9001    0.97445       1.0138     1.0352       1.06     1.0929     1.1435      1.2363      1.3519        0.69583             0.10323              0.29274               0.97969              0.31791             0.97708              0.028229                    1          0.0003518     0.0048519    0.029552    0.065467       0.1037      0.14384      0.18652      0.27744      0.42502      0.58178      0.69368      0.75156      0.80967      0.87057      0.93272      0.98567       0.99847  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=171    1.0523     0.93962    0.040744        0.84732          0.16758               3.7032               0.095533        -17.396    0.028507

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 14.417897 seconds.
Elapsed time is 3.790592 seconds.
                    mean        sd      coefofvar      min        max       pYis0      pYls0       pYgr0        pYisMINY      pYisMAXY       p0_1         p1          p5         p10         p15        p20        p25        p35        p50        p65        p75        p80        p85        p90         p95         p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    _______    _______    __________    __________    __________    ________    ________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       8.1288    1.6014     0.19701       4.8223    22.159          0          0             1    0.00069994             0      4.9499      5.1024      5.4654      5.9249     6.1982     6.5033     6.7922     7.4011     8.2286     8.9803     9.4866     9.6901       9.92      10.187      10.495     11.244     11.712         2.5646                   1               2.1582                0.24843              8.8846             0.95464               1.1992                0.58646         0.0021452     0.0076957     0.040758     0.085782       0.1096     0.14554      0.18447      0.27168      0.41593      0.57491       0.6892      0.74824      0.81122       0.8743      0.93609      0.98789       0.99872  
    cl_mt_pol_a    -7.5521    5.4247    -0.71831      -16.972    47.177    0.14367    0.85633    1.1005e-20     0.0051792             0     -16.972     -16.685     -16.407     -16.139    -13.747    -12.879    -12.461    -9.8639    -7.0596    -4.5774    -2.6406    -2.2266    -1.2809           0           0          0          0         2.1582             0.24843               29.427                      1              7.6322              0.2421              -4.1174               -0.59443          0.011639      0.053315      0.12983       0.2237      0.32139     0.41415      0.49818      0.64176      0.81235      0.92499      0.97113      0.98795      0.99921            1            1            1             1  
    cl_mt_coh      -8.0009    5.8115    -0.72635      -17.364    50.122          0    0.85636       0.14364     0.0051777             0     -17.364     -17.342     -17.319     -17.297    -14.593     -13.76    -13.309    -10.471    -7.4754    -4.7498    -2.7226    -2.3171    -1.3035    0.077141    0.099711    0.12228    0.12228         8.8846             0.95464               7.6322                 0.2421              33.773                   1               4.5702                0.61588          0.011237      0.052796      0.12965      0.22439      0.32349     0.41131      0.49691      0.64439      0.81551      0.92821      0.97371      0.99002       1.0008       1.0012       1.0006            1             1  
    cl_mt_pol_c     3.0672    1.2769      0.4163     0.028507    5.9929          0          0             1       0.14367    5.7643e-12    0.028507    0.028507    0.028507    0.028507     2.7741     3.2041     3.3301     3.4075     3.4898     3.5869     3.6646     3.7216     3.8046      3.9023      4.1049     4.5327     4.9885         1.1992             0.58646              -4.1174               -0.59443              4.5702             0.61588               1.6304                      1         0.0013353     0.0013353    0.0013353    0.0013353    0.0066571    0.056576      0.10986      0.21976      0.38865      0.56275       0.6798      0.74007      0.80141      0.86426      0.92909      0.98463       0.99836  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=172    1.4263     0.88078    0.049935        0.30268          0.4728                2.3772                0.10179        -11.604    0.0037648

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 11.679988 seconds.
Elapsed time is 4.193160 seconds.
                    mean        sd       coefofvar       min        max        pYis0       pYls0       pYgr0       pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80         p85         p90        p95        p99        p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    _________    _______    _________    __________    ________    _________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    ________    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -3.9036     3.6576    -0.93698       -20.932    9.7768            0    0.88463      0.11537    0.00027815       0           -20.89    -15.831    -10.419    -8.3756    -7.2472    -6.3837    -5.7901    -4.6973    -3.4535    -2.2975    -1.4721    -0.99921    -0.45498    0.23194     1.2227      2.4594     3.3278         13.378                   1               5.5132               0.68962               6.8257             0.80146               1.2571               0.92593           0.0061104       0.04966     0.17596     0.29483       0.3946      0.48172      0.55933      0.69263      0.84897       0.9593       1.0077       1.0236        1.033       1.0346       1.0257       1.0073       1.0008   
    cl_mt_pol_a    -7.7575     2.1858    -0.28176       -11.321     47.23    0.0066741    0.99135    0.0019734    0.00015943       0          -11.113    -10.759    -10.339    -10.009    -9.7508    -9.5185    -9.2991    -8.8989    -8.2738    -7.4675    -6.7752     -6.3067     -5.7235    -4.8034    -3.1876    -0.44887    0.55692         5.5132             0.68962               4.7776                     1               4.5345             0.89094              0.70882               0.87367           0.0026642      0.014399    0.070225     0.13427      0.20318      0.26434      0.32381      0.44087      0.60432      0.75735      0.84929      0.89111      0.92967      0.96378      0.99001       1.0002       1.0002   
    cl_mt_coh      -8.1736     2.3285    -0.28488       -11.572     50.13            0    0.99122    0.0087834     0.0010892       0          -11.572    -11.474    -10.947    -10.593    -10.312    -10.065    -9.8269    -9.3819    -8.6985    -7.8662     -7.125     -6.6395     -6.0052    -5.0415    -3.3119    -0.37158    0.69044         6.8257             0.80146               4.5345               0.89094               5.4219                   1              0.79451               0.91927           0.0015421      0.015117    0.068876     0.13525      0.19848      0.26271      0.32151      0.44385      0.60562      0.75787      0.85009      0.89193      0.93052      0.96464      0.99041       1.0003       1.0002   
    cl_mt_pol_c     0.8489    0.37118     0.43724     0.0037648    7.7668            0          0            1     0.0061814       0        0.0037648     0.1459    0.32457    0.40796    0.47909    0.52755    0.59126    0.68075    0.80723    0.94635     1.0636      1.1329      1.2308     1.3573     1.5567      1.8742     2.1716         1.2571             0.92593              0.70882               0.87367              0.79451             0.91927              0.13777                     1          2.7414e-05    0.00056143    0.013368    0.035169     0.061499     0.091374      0.12478      0.19868      0.32943      0.48421      0.60176       0.6665      0.73582      0.81132      0.89655      0.97654       0.9973   

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=173    4.3958     0.91145    0.027611        0.74007          0.12681               7.3661                0.10506        -16.222    0.014052

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 20.200707 seconds.
Elapsed time is 9.580547 seconds.
                     mean        sd       coefofvar        min         max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15         p20        p25        p35        p50         p65         p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ___________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    ________    _______    _______    _______    ________    ________    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.10366     310.01     -2990.6     -5.7405e+05    3.2647           0    0.21495    0.78505    1.5232e-09       0        -52.369    -12.255    -3.7123    -1.6623    -0.69886    -0.1344    0.26796    0.78879      1.2963      1.6121      1.779     1.8527     1.9389      2.034    2.1514    2.3339    2.4959          96107                    1              9.0532               0.01764               10.271             0.018503               1.0432              0.015046             5.4694       7.3036      9.7256      10.931       11.484       11.678       11.643       11.112       9.5612      7.4515         5.827       4.949        4.0514       3.0626       2.0738       1.2314        1.0241  
    cl_mt_pol_a     -1.0837     1.6555     -1.5276         -15.654     48.14    0.024079    0.72728    0.24864    1.1191e-12       0        -7.2516    -5.7071    -4.1805    -3.3837     -2.8459    -2.4223    -2.0591    -1.4609    -0.75356    -0.18583          0    0.15201    0.41048    0.66894    1.1859    2.1335    3.4259         9.0532              0.01764              2.7405                     1               2.9494              0.99499              0.35271                0.9526          0.0072937     0.060955     0.23923     0.41649      0.55285      0.68394      0.78431      0.95101       1.0981      1.1622        1.1692      1.1638        1.1458        1.122       1.0798       1.0252        1.0032  
    cl_mt_coh       -1.0766     1.7906     -1.6632          -16.19    50.134           0    0.68955    0.31045    8.2993e-11       0         -7.817    -6.1093    -4.4272    -3.6047      -2.985    -2.5423    -2.1253      -1.48    -0.70879    -0.11468    0.13448    0.29069    0.55629    0.82189    1.3531    2.3269    3.6293         10.271             0.018503              2.9494               0.99499               3.2063                    1              0.37016               0.92429          0.0078917     0.064795     0.25661     0.44213      0.60001        0.725      0.83371       1.0056       1.1513      1.2055        1.2022      1.1912        1.1661       1.1366       1.0877       1.0271        1.0037  
    cl_mt_pol_c      1.1693    0.22366     0.19127        0.014052    4.0721           0          0          1    6.4039e-08       0        0.41755    0.62136     0.7875    0.88364     0.93941    0.98788       1.03     1.0909      1.1663      1.2488     1.3223     1.3772     1.4132     1.4636    1.5256     1.646    1.7656         1.0432             0.015046             0.35271                0.9526              0.37016              0.92429             0.050023                     1         0.00030434    0.0046067    0.029275    0.065161      0.10424      0.14589      0.18879      0.27995      0.42601      0.5791       0.69068      0.7505       0.80741      0.86782      0.93353      0.98575       0.99846  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=174    3.0895     0.87865    0.043467        0.19576          0.14438               3.039                 0.11456        -14.939    0.023783

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.690450 seconds.
Elapsed time is 10.935035 seconds.
                    mean        sd      coefofvar      min        max        pYis0        pYls0       pYgr0        pYisMINY     pYisMAXY      p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80        p85        p90        p95        p99       p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    ________    ______    __________    _______    __________    __________    ________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -32.117    55.512     -1.7284      -1180.2    3.7451             0    0.98838      0.011618    1.2807e-05       0         -710.73    -237.96    -90.368    -58.694    -45.816    -37.987     -32.84    -25.872    -19.536    -15.027    -12.431    -11.178    -9.8112     -8.285    -6.2129    0.32205      1.7188         3081.5                   1                 29.1               0.34562               42.279             0.46104                4.8536              0.49736            0.033293      0.13839     0.30584     0.41795      0.49766      0.56284      0.61777      0.70792      0.81286      0.89288       0.9357      0.95379      0.97018      0.98433      0.99568       1.0004        1.0001  
    cl_mt_pol_a    -10.305    1.5167    -0.14718      -14.263    46.503    0.00063839    0.99932    4.5952e-05    4.5058e-07       0           -13.6    -12.966    -12.248    -11.855    -11.611    -11.373    -11.206    -10.881    -10.444    -10.022    -9.6636    -9.4655    -9.2071    -8.8859    -8.2953    -3.5037    -0.24461           29.1             0.34562               2.3005                     1               2.4261             0.96826               0.25046              0.93934           0.0013878     0.012878    0.063159     0.12047      0.17717      0.23376      0.28899      0.39551       0.5517      0.69861      0.79794      0.84101      0.88721      0.92932      0.97118      0.99829             1  
    cl_mt_coh      -11.015     1.652    -0.14997      -14.907    50.147             0    0.99926     0.0007365    2.8279e-05       0         -14.705    -13.982    -13.143    -12.709    -12.448    -12.188    -11.985    -11.638    -11.146    -10.683    -10.307    -10.075    -9.8145    -9.4673    -8.8301      -3.68    -0.14918         42.279             0.46104               2.4261               0.96826                2.729                   1               0.27832              0.95836           0.0013478     0.012993    0.063074     0.12286      0.17771      0.23489      0.29084      0.39704      0.55218      0.70103      0.79545      0.84509      0.88745      0.92976      0.97146      0.99837             1  
    cl_mt_pol_c    0.47814    0.1758     0.36767     0.023783      5.48             0          0             1    0.00063045       0        0.090778     0.1543    0.22647    0.28277    0.32319    0.34831    0.37096    0.41103    0.46503    0.52344    0.56379    0.58736    0.61602      0.652    0.72949     1.1978      1.5265         4.8536             0.49736              0.25046               0.93934              0.27832             0.95836              0.030904                    1          9.7592e-05    0.0025771    0.019051    0.046108     0.077696        0.113      0.15041       0.2323      0.37037      0.52598      0.63945      0.69952      0.76172      0.82794      0.89956      0.97126       0.99674  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=175     2.004     0.94367    0.038511        0.39533          0.15728               6.4927                0.10533        -18.106    0.0013589

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.141461 seconds.
Elapsed time is 7.575821 seconds.
                    mean        sd       coefofvar       min        max       pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1         p1          p5         p10         p15         p20          p25         p35        p50        p65        p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    ________    _________    _______    __________    ___________    _______    ________    ________    ________    _______    _________    _________    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       3.7898     1.4191     0.37447       -748.53     12.39           0    0.0010476    0.99895    3.4527e-09    3.5917e-204    -0.2233      2.6214      3.0832      3.2548     3.3717       3.4463       3.5559      3.658     3.8091      3.966     4.0842     4.1604     4.2435     4.3447    4.4947     4.798    5.1472           2.014                  1               0.35516              0.43899               0.35918            0.41835              0.062406              0.36782          -0.0028036    0.0025366    0.033809    0.075493      0.11995      0.16479      0.21765      0.30565      0.46219      0.61708      0.71663       0.7732      0.82476      0.88246      0.93827      0.98701       0.99862  
    cl_mt_pol_a    0.22327    0.57009      2.5534       -17.575    48.146    0.080382       0.3042    0.61542    5.2864e-12    3.5917e-204    -3.2829    -0.97642    -0.50036     -0.3294    -0.2394     -0.15551    -0.072956          0    0.18819    0.36354    0.53889    0.62656    0.80191    0.88958    1.1526    1.7663    2.4677         0.35516            0.43899                 0.325                    1               0.32904            0.95403              0.062049              0.91039           -0.025595    -0.083658    -0.20786    -0.30115     -0.37254     -0.41904     -0.44497     -0.46036     -0.33946     -0.18056     0.033681      0.12573      0.34003       0.4352      0.67568      0.91669       0.98762  
    cl_mt_coh      0.34169    0.60499      1.7706       -18.074    50.135           0      0.24721    0.75279    9.9312e-10    3.6137e-203    -3.6106    -0.94445    -0.44955    -0.26745    -0.1507    -0.059648     0.005698    0.12245    0.30455    0.48665    0.66875    0.78551     0.8905     1.0587    1.3318    1.9692    2.6976         0.35918            0.41835               0.32904              0.95403               0.36602                  1              0.060249              0.83298           -0.018241    -0.057157    -0.13184    -0.18085     -0.21409      -0.2298     -0.23284     -0.21286     -0.10119     0.053375      0.21914      0.34508      0.43226       0.5844      0.76453       0.9406       0.99128  
    cl_mt_pol_c     1.2829    0.11955    0.093191     0.0013589    4.0188           0            0          1    3.5803e-07    7.9725e-204    0.82169      1.0322      1.0758      1.1107     1.1537       1.1831       1.2026     1.2326     1.3036     1.3406     1.3726     1.3826     1.3963     1.4247    1.4771    1.5186    1.5766        0.062406            0.36782              0.062049              0.91039              0.060249            0.83298              0.014293                    1          0.00049043    0.0074911    0.040721    0.083547      0.12822      0.18102      0.21948      0.32277      0.46687      0.62068       0.7273      0.77844      0.83166      0.88563      0.94286      0.98881       0.99879  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=176    1.5686     0.94081    0.012713        0.24043          0.14408               3.8964                0.14296        -5.2038    0.014889

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 10.268659 seconds.
Elapsed time is 2.678878 seconds.
                      mean         sd       coefofvar      min       max       pYis0       pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1         p1          p5         p10          p15          p20          p25          p35         p50        p65         p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   __________    _______    _________    _______    ______    _______    __________    _______    __________    ________    ________    ________    ________    ________    _________    _________    __________    ________    _______    ________    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val          3.7178    0.24722    0.066495     -6.8034     13.33          0    3.7409e-11          1    4.9838e-17       0          2.7762      3.0708       3.296      3.4077       3.4748       3.5304        3.5498      3.6302     3.7308       3.817     3.8953     3.9316     3.9532      4.029     4.0975     4.2709      4.445        0.061116                  1              0.049912              0.97157              0.039531            0.71567               0.02719               0.9587          0.00074223    0.0080577    0.042511    0.087917      0.13415      0.18476      0.22921       0.3268       0.50108     0.63004      0.73605      0.80195      0.83942      0.89329      0.94356      0.98859       0.99881  
    cl_mt_pol_a    0.00021113     0.2078      984.24     -4.9349    47.259    0.18141       0.41545    0.40314    2.0221e-17       0        -0.80781    -0.54953    -0.35582    -0.23901     -0.17571     -0.16211      -0.10284    -0.03476          0    0.035669    0.10854    0.10854    0.18142     0.2543    0.32717     0.5458     0.8373        0.049912            0.97157              0.043182                    1              0.037752             0.8131              0.021485              0.90121             -4.5232       -32.36     -110.51     -185.74      -230.23      -280.63      -300.56      -338.28       -346.82     -330.96      -271.12      -271.12      -211.87      -153.05       -111.1      -27.595       -1.8891  
    cl_mt_coh         0.12862    0.22343      1.7371     -5.1718    50.183          0       0.26024    0.73976    5.4236e-16       0        -0.77806    -0.48285    -0.22709    -0.14989    -0.077786    -0.040037    -0.0022885    0.069818    0.14525     0.18299    0.25517    0.29122    0.32897    0.40277    0.51263    0.69798    0.99319        0.039531            0.71567              0.037752               0.8131              0.049921                  1              0.017253              0.67306           -0.006869    -0.047178    -0.14992    -0.22895     -0.26551     -0.28685     -0.28818     -0.24974     -0.070313    0.099488      0.28575      0.32629      0.47556      0.62749        0.764      0.93558       0.99292  
    cl_mt_pol_c        1.2735    0.11472    0.090083     0.15986    4.7166          0             0          1    4.9838e-17       0          1.0073        1.06      1.0957      1.1253       1.1464       1.1686        1.1866      1.2038     1.2656      1.3399     1.3652     1.3849     1.4038      1.436     1.4446     1.5184      1.591         0.02719             0.9587              0.021485              0.90121              0.017253            0.67306              0.013162                    1          0.00078233    0.0085273    0.042509     0.08683      0.13611       0.1772      0.22364      0.31667       0.46572     0.62006       0.7259      0.78779      0.84903      0.88862      0.94463      0.98815       0.99881  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=177    4.1505     0.94524    0.043172        0.12514          0.48339               9.3155                0.14423        -17.449    0.010719

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.906210 seconds.
Elapsed time is 17.390722 seconds.
                    mean       sd       coefofvar        min         max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5         p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1       fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    _________    _________    _______    __________    __________    _______    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.8538     16.341      4.2401     -5.1016e+05    5.6766            0    0.0029851    0.99701    1.0965e-12    1.1915e-12    -1.7544      1.3314     2.4735     2.8678    3.1155    3.2973    3.4423    3.6786    3.9782    4.2459    4.4197    4.5121    4.6132    4.7326     4.895    5.1462    5.3512         267.02                    1              2.7038               0.043811              2.7743             0.043039              0.19029              0.047772          -0.0017174    -0.00049703      0.021048     0.056435    0.095339      0.13676      0.18072      0.27279      0.42252      0.58278      0.69492      0.75271      0.81168      0.87254      0.93488      0.98644       0.99861  
    cl_mt_pol_a     5.246     3.7767     0.71992         -17.023    47.931    0.0028229     0.029922    0.96726    4.0498e-15    1.7073e-10     -1.931    -0.67013    0.30224    0.99376    1.5124     2.031    2.4632    3.2412    4.6242    6.1802    7.3903    8.1683    9.0327    10.243    12.317    16.726    22.431         2.7038             0.043811              14.264                      1              14.695              0.98633               0.8971               0.97443         -0.00049819     -0.0024508    -0.0028469    0.0042158    0.016443     0.035252      0.05621      0.10938      0.22757      0.38335      0.50715      0.58424      0.66166      0.75112      0.85987      0.96408       0.99533  
    cl_mt_coh       5.639     3.9448     0.69956         -17.417    50.185            0     0.024237    0.97576     4.375e-14    1.0888e-10    -2.0249    -0.58216     0.4999     1.2213    1.7623    2.2652    2.7542    3.5657    4.9703    6.5553     7.894    8.6674    9.6073     10.87    12.996    17.633    23.598         2.7743             0.043039              14.695                0.98633              15.562                    1              0.92124               0.95801          -0.0004864     -0.0022612    -0.0015471    0.0068546    0.020178     0.037664     0.061794      0.11622      0.23027      0.38301      0.51405      0.58513      0.66691      0.75518      0.85961      0.96471       0.99542  
    cl_mt_pol_c    1.5077    0.24377     0.16168        0.010719    6.9579            0            0          1    1.3703e-10    1.1915e-12    0.74475     0.92983     1.1297     1.2117    1.2758      1.31    1.3411    1.4183    1.5046    1.5862    1.6497    1.6943    1.7578    1.8234      1.92    2.1279    2.3945        0.19029             0.047772              0.8971                0.97443             0.92124              0.95801             0.059422                     1          0.00044678      0.0056955      0.034186     0.072721     0.11361      0.15694      0.20198      0.29392      0.43838       0.5914      0.69846      0.75377      0.81144      0.87022      0.93204      0.98511       0.99834  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=178    2.2566     0.89843    0.0023183       0.63722          0.38121               8.3813                0.13792        -10.978    0.0011036

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 12.348992 seconds.
Elapsed time is 3.509265 seconds.
                    mean        sd      coefofvar       min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25         p35         p50         p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    _________    ______    ________    _______    _______    __________    ________    _______    _______    _______    _______    _______    _______    ________    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.1796    20.322     -113.15       -4137.2    6.1408           0    0.32342    0.67658    2.2037e-07       0        -64.287    -13.539     -5.014     -2.817    -1.7192    -1.0529    -0.54163     0.19694     0.92021      1.495    1.8875    2.0748    2.2964    2.5676    2.9379    3.5653    4.1092         412.98                   1                6.541               0.17473               6.9369             0.17722               1.4079               0.16225              1.7174       2.8836      4.5897      5.6331       6.2605       6.6323        6.855       6.9427       6.4688       5.4251       4.4983       3.9712         3.36       2.6826        1.9241      1.2106        1.0235  
    cl_mt_pol_a    0.23917    1.8421      7.7023        -10.71    49.315    0.030555    0.45628    0.51317    5.2077e-10       0        -5.1913    -3.6485    -2.4834    -1.8854    -1.4446    -1.1222    -0.83568    -0.40583    0.027262    0.59659    1.0846    1.4099    1.8979    2.4673    3.5246    6.0459    9.2179          6.541             0.17473               3.3934                     1               3.4398             0.96945              0.74684               0.94948           -0.025566     -0.18508    -0.67271     -1.1274       -1.472        -1.74      -1.9437      -2.1868      -2.2746      -2.0485      -1.7069      -1.4478      -1.0747     -0.66547     -0.053828     0.70091       0.95637  
    cl_mt_coh      0.33147    1.9262       5.811       -10.946    50.177           0    0.42537    0.57463    6.1635e-09       0        -5.6657    -3.9537     -2.604    -1.9518    -1.4627    -1.1005     -0.7744    -0.28527     0.20386    0.73838    1.2636    1.5897    2.0427    2.6495    3.7093    6.1549    9.4158         6.9369             0.17722               3.4398               0.96945               3.7101                   1              0.71492               0.86923           -0.020243     -0.14518    -0.52902    -0.86319      -1.1188       -1.312      -1.4535      -1.6029      -1.6025      -1.3913       -1.072     -0.86177     -0.60084     -0.25027       0.21489     0.77061       0.96802  
    cl_mt_pol_c     1.2163     0.427     0.35106     0.0011036    5.6549           0          0          1     6.476e-06       0        0.15965     0.3763    0.57711    0.71224     0.7846    0.85305     0.90245     0.98355      1.1646     1.3731     1.519    1.6011    1.6843    1.7874    1.9665    2.2904    2.6545         1.4079             0.16225              0.74684               0.94948              0.71492             0.86923              0.18233                     1          9.5797e-05    0.0022361    0.018818    0.045624     0.076493      0.11077      0.14628      0.22432      0.35949      0.51671      0.63338      0.69856      0.76389      0.83466       0.91169     0.97987       0.99773  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=179    1.8874     0.89531     0.03592        0.41219          0.41909               7.9457                0.14742        -17.218    0.016932

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 12.790196 seconds.
Elapsed time is 4.695513 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20        p25         p35        p50         p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    _______    __________    __________    ________    _______    _______    _______    _______    _______    ________    _______    ________    _______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.33556     5.1381     -15.312      -40.181    7.7439           0    0.30428    0.69572    1.6315e-05    6.6489e-87     -39.723    -27.336    -8.3981    -3.6998     -2.013    -1.0903    -0.46922    0.33056      1.0743     1.6446     1.9809       2.17    2.3844    2.6122    2.9762    3.5947    4.1973           26.4                   1               11.338               0.86271               13.294             0.91194               1.2188               0.65478             0.14757       1.0078      2.8134      3.6421        4.056       4.2818       4.3962       4.4075       4.0823       3.4689       2.9267       2.6148       2.2832      1.9138       1.4964        1.1147        1.0129  
    cl_mt_pol_a     -0.8522     2.5579     -3.0015      -16.798    48.266    0.023944    0.60683    0.36923    4.5858e-06    4.9512e-86     -15.006    -11.247    -5.3727    -3.5714    -2.7099    -2.1404     -1.6917    -1.0944    -0.43866    0.12136    0.46835    0.72859    1.0756    1.5961      2.29     4.025    6.1937         11.338             0.86271               6.5428                     1               6.8306              0.9412              0.78626               0.84852            0.030846       0.1565     0.50774     0.76576      0.94353       1.0855       1.2048       1.3572       1.4868       1.5082       1.4759       1.4371       1.3835      1.2969       1.1966        1.0557        1.0083  
    cl_mt_coh      -0.83552     2.8372     -3.3958      -17.186    50.189           0     0.5698     0.4302    5.1545e-06     7.032e-86     -17.029    -12.536    -5.8747    -3.8585      -2.87    -2.2409     -1.7524    -1.0727    -0.31463    0.23607    0.67387    0.94346    1.3029    1.7637     2.561    4.3191    6.6049         13.294             0.91194               6.8306                0.9412                 8.05                   1              0.84335               0.82052            0.030752      0.17807     0.57376     0.85729       1.0581       1.2075       1.3324       1.4915       1.6108       1.6096       1.5514       1.5004       1.4341      1.3459       1.2173        1.0632        1.0089  
    cl_mt_pol_c      1.1675    0.36226     0.31028     0.016932    6.2964           0          0          1     0.0022567    6.6489e-87    0.016932    0.53916    0.60161     0.7083    0.79071    0.85662     0.91233     1.0013      1.1117     1.3105     1.4375     1.4758    1.5606    1.6693    1.7953    2.0511    2.3274         1.2188             0.65478              0.78626               0.84852              0.84335             0.82052              0.13123                     1          3.2727e-05    0.0034454    0.023073    0.051046     0.083343      0.11908      0.15666      0.23875      0.37492      0.53003      0.64694      0.70853      0.77391      0.8443       0.9168       0.98138       0.99792  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=180    4.7984     0.95498    0.0040653      0.019498          0.19565               5.3426                0.10829        -13.627    0.023303

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 18.106030 seconds.
Elapsed time is 8.740032 seconds.
                    mean         sd       coefofvar        min         max       pYis0        pYls0        pYgr0      pYisMINY     pYisMAXY     p0_1        p1          p5         p10         p15         p20          p25          p35         p50        p65        p75        p80        p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ________    _________    ___________    ______    ________    __________    _______    __________    ________    _______    _______    ________    ________    ________    ________    _________    _________    _______    _______    _______    _______    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       3.3726       2.053     0.60872     -4.1845e+05    5.5004           0    0.00041302    0.99959    2.4358e-13       0         1.6585     2.6898      2.9991      3.1181      3.1849      3.2353       3.2744       3.3393     3.4144     3.4646     3.5106      3.532     3.5697     3.5983     3.6464    3.7433    3.8363          4.2147                  1               0.12268              0.11685               0.11925            0.10889              0.018969              0.10665          -0.00044601    0.0062314    0.040497    0.086622      0.13481      0.18036      0.22987      0.33061      0.48347      0.62991       0.7407      0.78639       0.8428      0.89318      0.94638      0.98896       0.99886  
    cl_mt_pol_a    0.12161     0.51142      4.2055         -13.045    49.543    0.059522       0.37266    0.56782    2.9067e-16       0        -2.1688    -1.1105    -0.65364    -0.47558    -0.33465     -0.2549      -0.1718    -0.015973     0.1528    0.23752    0.40695    0.49167    0.66111    0.74583    0.91526    1.4236    1.9319         0.12268            0.11685               0.26155                    1               0.24578            0.90092              0.041297                0.932            -0.027713     -0.13542    -0.41867    -0.67962     -0.82453     -0.94373      -1.0479      -1.1275     -0.98578      -0.8319     -0.50128     -0.32891     0.013292      0.21185      0.51179      0.89121        0.9862  
    cl_mt_coh      0.22404     0.53345      2.3811         -13.595    50.139           0       0.30484    0.69516    8.0177e-14       0        -2.3131    -1.0956     -0.6119    -0.38847    -0.27165    -0.18659    -0.074872     0.041948    0.23873    0.37709    0.54722    0.63228     0.7491    0.88747     1.0576    1.5147    2.0517         0.11925            0.10889               0.24578              0.90092               0.28457                  1              0.039218              0.84852            -0.016248    -0.076093    -0.22266    -0.34722     -0.41129     -0.45536     -0.48821     -0.48984     -0.38009      -0.1715     0.064927       0.1805      0.31703      0.52592      0.71026      0.92264       0.99026  
    cl_mt_pol_c     1.2685    0.086642    0.068304        0.023303      2.75           0             0          1    8.7334e-12       0        0.96977     1.0675      1.1186      1.1496      1.1746       1.199       1.2128       1.2384     1.2561     1.3277     1.3341     1.3411     1.3432     1.3729     1.4154    1.4296    1.4662        0.018969            0.10665              0.041297                0.932              0.039218            0.84852             0.0075068                    1           0.00069316    0.0081131    0.043607    0.088926      0.13543      0.18033      0.22794      0.32911      0.47567      0.63266      0.73466      0.78444         0.84      0.89196      0.94411      0.98865       0.99881  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=181    4.4711     0.88253    0.0029289       0.46866          0.42142               7.8643                0.11062        -19.22     0.020511

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.539197 seconds.
Elapsed time is 5.530811 seconds.
                     mean        sd       coefofvar        min         max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20         p25         p35         p50         p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ___________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    _______    ________    ________    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       -15.355       1208      -78.67     -2.0836e+05    2.3994           0    0.30093    0.69907    1.0006e-07    9.1925e-37    -407.26    -28.247    -6.4178    -2.9409    -1.6056    -0.85806    -0.35343     0.24921     0.77266     1.1036    1.2791    1.3762    1.4686    1.5679    1.7027    1.8874    2.0333       1.4593e+06                  1              186.78               0.070456              233.79             0.084305               17.089              0.045416             0.9419      0.98848     1.0201       1.0342       1.0414       1.0453       1.0472       1.0474       1.0421       1.0327       1.0251       1.0207        1.016       1.0112       1.0059       1.0013        1.0001  
    cl_mt_pol_a    0.093868     2.1945      23.379         -18.751    49.854    0.010179    0.48542     0.5044    1.7849e-09    1.2631e-35    -7.2533    -4.9134    -3.3725    -2.5735    -2.0577     -1.6202     -1.2485     -0.6412    0.028115    0.76628    1.3199     1.689    2.1503    2.7962    3.8112    6.0257    8.9783           186.78           0.070456              4.8158                      1              4.8862               0.9699              0.66738               0.97634          -0.098868     -0.64401    -2.3436      -3.8908      -5.1333      -6.1071      -6.8787      -7.9373      -8.3366      -7.6569      -6.6155       -5.782       -4.767      -3.4363      -1.7339      0.22556       0.89673  
    cl_mt_coh       0.14584     2.2957       15.74         -19.188    50.142           0    0.46788    0.53212    7.5249e-09     7.314e-36    -7.8812    -5.2901    -3.5592     -2.699    -2.1437     -1.6433     -1.2457    -0.59793     0.14239    0.88271    1.4654    1.8355    2.2982     2.946    3.9639    6.1849    9.1188           233.79           0.084305              4.8862                 0.9699              5.2701                    1               0.6568               0.91853           -0.06928     -0.45454    -1.6078      -2.7079      -3.4904      -4.1403      -4.6399      -5.2528      -5.4577      -4.9359       -4.128      -3.5467      -2.8498      -1.9479     -0.80717      0.49146       0.92992  
    cl_mt_pol_c      1.2072    0.31148     0.25802        0.020511    4.9081           0          0          1    9.3076e-06    9.1925e-37    0.25689     0.4976     0.6918    0.81841    0.88651     0.94753     0.99712      1.0709       1.225     1.3313    1.4255    1.4675    1.5218    1.6105    1.7115    1.9064    2.1227           17.089           0.045416             0.66738                0.97634              0.6568              0.91853             0.097021                     1         0.00015918    0.0032721    0.02347     0.054819     0.090825      0.12846       0.1695      0.25534      0.39562      0.55578      0.66901      0.72915      0.79207      0.85571      0.92439      0.98347       0.99819  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=182    4.7861     0.91193    0.033466        0.7669          0.062714               8.0738                0.14376        -17.234    0.020448

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.697496 seconds.
Elapsed time is 10.298714 seconds.
                     mean         sd       coefofvar        min         max      pYis0      pYls0       pYgr0      pYisMINY     pYisMAXY     p0_1        p1          p5         p10         p15         p20          p25         p35         p50        p65         p75        p80        p85        p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    ___________    ______    _____    _________    _______    __________    ________    _______    _______    ________    ________    ________    ________    _________    ________    _______    ________    _______    _______    _______    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         1.6457     16.284      9.8947     -6.5755e+05     2.968        0    0.0038317    0.99617    3.2491e-12       0        -1.1228    0.49647      1.0991      1.2993      1.4116      1.4875       1.5518      1.6361     1.7237      1.7946     1.8354     1.8714     1.8887     1.9337     1.9794     2.0701     2.147          265.17                   1              0.12988              0.020663              0.13786            0.019831             0.035411              0.018367         -0.0030213    -0.0025144    0.019114    0.057237     0.098621      0.14259      0.18764      0.28468      0.43902      0.59976      0.71198      0.76958      0.82177       0.88063     0.93811      0.98728       0.99872  
    cl_mt_pol_a    -0.084596    0.38601      -4.563         -11.025    47.741    0.199      0.44325    0.35775    1.5922e-14       0         -2.476    -1.3787    -0.78468    -0.54734    -0.40269    -0.27217     -0.19067    -0.11339          0    0.034593    0.11464    0.11464    0.19468    0.27472    0.43481    0.75499    1.1552         0.12988            0.020663                0.149                     1              0.16224             0.98446             0.038921               0.85164           0.037156       0.22625     0.71124      1.1131       1.3957       1.5541       1.7255       1.9048       1.9378       1.8954       1.8075       1.8075       1.6499         1.536       1.341        1.104        1.0104  
    cl_mt_coh       0.058783    0.42692      7.2627         -11.844    50.184        0      0.30415    0.69585    2.0802e-13       0        -2.6308      -1.39    -0.72818    -0.44201    -0.27657    -0.18713    -0.066404    0.054322    0.14601     0.18402    0.22648    0.30249    0.38521    0.46793    0.63338    0.96427    1.2952         0.13786            0.019831              0.16224               0.98446              0.18226                   1             0.040507                0.8014          -0.058187      -0.34191     -1.0176     -1.5246      -1.8332      -1.9757      -2.0849      -2.0536      -1.7053      -1.2531     -0.99697     -0.71128     -0.29193     -0.026069     0.37999      0.82176       0.97454  
    cl_mt_pol_c       1.2618    0.11839    0.093827        0.020448    3.9668        0            0          1    1.4935e-10       0        0.86413    0.99228       1.077      1.1158      1.1433      1.1641       1.1745         1.2     1.2629      1.3487     1.3543     1.3574      1.381     1.4385     1.4485     1.4711    1.5687        0.035411            0.018367             0.038921               0.85164             0.040507              0.8014             0.014017                     1          0.0006229      0.007529    0.041591    0.084924       0.1315      0.17552      0.22266      0.31527      0.46491      0.61365      0.72435      0.77453      0.82885       0.88633     0.94196      0.98781       0.99875  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=183    4.4617     0.92621     0.04084        0.61245          0.49829               6.4816                0.1423         -19.932    0.015258

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 21.722060 seconds.
Elapsed time is 9.114045 seconds.
                    mean       sd       coefofvar       min         max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5        p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    __________    ______    _________    _________    _______    __________    __________    _______    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    ___________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      2.3968     191.39      79.854     -5.608e+05    3.8641            0     0.046104     0.9539    1.9962e-10    3.3038e-06    -20.678     -3.9631    0.10768     1.231    1.7727    2.1048    2.3685    2.7114    3.0571    3.2978    3.4345    3.4971    3.5602    3.6253    3.6997    3.7886    3.8401          36632                    1              10.835              0.0078666              11.396            0.0079458             0.86665              0.0092518           -0.089155       -0.11831     -0.13782    -0.12194     -0.089986    -0.049494    -0.0018436     0.10434      0.28563      0.48426      0.62469      0.69731      0.77054      0.84559      0.92193      0.98411        0.9984  
    cl_mt_pol_a    10.858     7.1964     0.66277        -19.446    48.038    0.0010119    0.0086571    0.99033    3.7909e-12    7.8258e-05    -1.1617    0.072424     1.6892     2.857    3.7552    4.6534    5.4618    7.0787    9.5039    12.378    14.893     16.42    18.127    20.642    24.594    32.768    42.379         10.835            0.0078666              51.788                      1              53.608              0.99407               3.455                0.98094          -0.0001621    -0.00042268    0.0035918    0.014295      0.029311     0.048606      0.072637      0.1306      0.24501      0.39721      0.52413      0.59628      0.67138       0.7605      0.86545      0.96627       0.99592  
    cl_mt_coh      11.461     7.4937     0.65384          -19.9    50.182            0    0.0068379    0.99316    1.7155e-11    3.9157e-05    -1.1449     0.21999     1.8653    3.1182    4.0907    5.0256     5.867    7.5499    10.074    13.066    15.609    17.198    19.068    21.686    25.743    34.269    44.292         11.396            0.0079458              53.608                0.99407              56.156                    1               3.531                0.96274         -0.00015759    -0.00031606    0.0037937    0.014744      0.030958     0.050661      0.075075     0.13357       0.2484      0.40052      0.52338      0.59521      0.67428      0.76262      0.86534      0.96628       0.99595  
    cl_mt_pol_c    1.7291    0.48943     0.28306       0.015258     8.863            0            0          1    2.0109e-08    3.3038e-06    0.49966     0.73071    0.99418    1.1327    1.2472    1.3106      1.37    1.5069     1.703    1.8808     2.024    2.1061    2.2532    2.3636    2.6179    3.0542    3.5569        0.86665            0.0092518               3.455                0.98094               3.531              0.96274             0.23954                      1          0.00024636      0.0036239     0.024527    0.055731      0.090091      0.12786       0.16585     0.25027      0.38883      0.54293      0.65671      0.71603       0.7793      0.84592      0.91697      0.98103       0.99778  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=184    1.4694     0.9331     0.0091761       0.83856          0.22026               6.4558               0.098182        -10.317    0.029298

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 12.442495 seconds.
Elapsed time is 3.562204 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY     pYisMAXY      p0_1         p1         p5         p10        p15        p20        p25        p35         p50         p65         p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    ________    ________    ________    _______    _______    _______    _______    _______    ________    ________    ________    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.59346     3.4179      5.7593      -9.8787     13.49           0    0.37533    0.62467    0.00030035       0         -9.3886     -8.1412    -6.0166    -4.4803    -3.2976    -2.3152    -1.5012    -0.25013      1.1599      2.3519       3.19     3.4685     4.0544    4.5251    5.3441    6.7082    7.8951         11.682                   1               8.5052               0.83752               9.7023             0.88999               1.0089               0.77296           -0.021345      -0.14419    -0.60853     -1.0495      -1.3746      -1.6095      -1.7705      -1.9139      -1.7932      -1.3483      -0.8874     -0.60387     -0.28933     0.083828      0.48491      0.87874        0.9863  
    cl_mt_pol_a    -1.8714     2.9712     -1.5876      -10.066    48.187    0.034872    0.72003     0.2451    0.00013549       0         -9.8117     -9.5539    -8.1352    -6.5311    -5.2828    -4.2548    -3.4471     -2.1988     -1.0183    -0.28963          0    0.16426    0.48387    0.9633    1.8423    4.2394    7.2758         8.5052             0.83752               8.8278                     1                8.464             0.89315               0.6231               0.54918             0.00564      0.053033     0.24096     0.43756      0.59622      0.72131      0.82368      0.97328       1.0957       1.1448       1.1499       1.1471       1.1386       1.1204       1.0867       1.0286        1.0044  
    cl_mt_coh      -1.9411     3.1895     -1.6432      -10.285    50.126           0    0.69452    0.30548    0.00015001       0         -10.262     -10.215    -8.7296     -6.966    -5.6186     -4.513     -3.626      -2.289    -0.98839    -0.19239    0.12567    0.26802    0.59057    1.0744    1.9848    4.3571    7.4682         9.7023             0.88999                8.464               0.89315               10.173                   1              0.83322                0.6841           0.0059145      0.057802     0.24839     0.45287      0.61207      0.74216      0.84617      0.99704       1.1174         1.16       1.1591       1.1553       1.1447       1.1243       1.0871       1.0294        1.0043  
    cl_mt_pol_c     1.2781    0.38187     0.29878     0.029298    5.7524           0          0          1      0.018505       0        0.029298    0.029298     1.0225     1.0411     1.0535     1.0644      1.074      1.0917      1.1374      1.2443     1.4168     1.4998      1.663    1.8288    2.0315    2.4728    2.8611         1.0089             0.77296               0.6231               0.54918              0.83322              0.6841              0.14583                     1          0.00042421    0.00042421    0.023977     0.06419      0.10509      0.14665      0.18829      0.27304       0.4035      0.54397      0.65379      0.70539      0.76675      0.83728      0.91135      0.97948       0.99775  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=185    1.2139     0.90608    0.035345        0.65902          0.17939               3.4737                0.11643        -12.034    0.014979

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 12.622029 seconds.
Elapsed time is 5.515907 seconds.
                    mean        sd       coefofvar      min        max       pYis0      pYls0       pYgr0       pYisMINY     pYisMAXY      p0_1         p1          p5         p10        p15        p20        p25        p35         p50        p65        p75        p80        p85         p90         p95         p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _______    _______    _________    __________    ________    ________    ________    ________    _______    _______    _______    _______    ________    _______    _______    _______    _______    ________    ________    ________    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.16494     2.2296      13.518      -4.5719    13.151          0    0.43528      0.56472    0.00036414       0         -4.4688     -4.2374     -3.8398    -3.1753    -2.6293     -2.105    -1.6042    -0.69294    0.49306     1.4913     2.0863     2.3589      2.6261      2.8866      3.1487     3.6615     4.1823         4.9711                   1                 4.998               0.65038              8.1423             0.97947               0.64035                0.7062           -0.04838      -0.40686       -1.4587     -2.3129      -3.1963      -3.9119      -4.4734      -5.1661      -5.2426      -4.3271      -3.2351      -2.5584       -1.807     -0.92764     -0.05288      0.76296       0.97448  
    cl_mt_pol_a    -4.9329     3.4467    -0.69872      -11.741     45.57    0.06044    0.93715    0.0024078      0.003716       0         -11.741     -11.485     -11.005    -9.9809    -9.2936    -8.5019    -7.8079     -6.3965    -4.5394      -2.89    -1.8673    -1.4194    -0.93782    -0.55054           0          0    0.23167          4.998             0.65038                 11.88                     1              8.6844             0.67578             -0.050152             -0.035779          0.0088445       0.03587       0.11677     0.22165      0.31979      0.40932      0.49107      0.63622      0.80098      0.91335      0.96184      0.97793      0.98984      0.99749       1.0001       1.0001        1.0001  
    cl_mt_coh      -5.2329     3.7284     -0.7125      -12.002    50.149          0    0.93605     0.063948     0.0029603       0         -12.002     -11.973     -11.915    -10.724    -9.9534    -9.0948    -8.3191     -6.8312    -4.8115    -3.0162    -1.9332    -1.4356    -0.91363    -0.49896    0.090517    0.14903    0.35964         8.1423             0.97947                8.6844               0.67578              13.901                   1                1.0369               0.68382          0.0067897      0.030317       0.11817     0.22267      0.32356      0.41451      0.49774      0.64045      0.80698      0.91833      0.96588      0.98155      0.99269      0.99952        1.001       1.0002        1.0001  
    cl_mt_pol_c     1.5027    0.40669     0.27064     0.014979    6.9717          0          0            1      0.057945       0        0.014979    0.014979    0.014979      1.269     1.4167     1.4596     1.4887      1.5344     1.5966     1.6594     1.6999     1.7226       1.746      1.7736      1.8138     1.9371     2.1703        0.64035              0.7062             -0.050152             -0.035779              1.0369             0.68382               0.16539                     1         0.00057762    0.00057762    0.00057762    0.030614     0.076102      0.12388      0.17305      0.27361      0.42988      0.59253      0.70426      0.76114      0.81909      0.87738       0.9372      0.98667       0.99852  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=186    3.6357     0.90139    0.054245        0.78308          0.3034                2.2059                0.10944        -6.2276    0.015212

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.178122 seconds.
Elapsed time is 7.381427 seconds.
                    mean        sd       coefofvar      min        max        pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15         p20         p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _________    _______    _______    __________    __________    _______    _______    _______    _______    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.66426     26.963      40.591       -23459     3.776            0    0.19826    0.80174     2.317e-07    6.2665e-08     -71.82    -16.691    -4.8507    -2.0308    -0.76133    0.012764    0.55112     1.285    2.0066    2.5031    2.7824    2.9151    3.0465    3.1848    3.3435    3.5372    3.6582         727.01                    1               13.32               0.094541              13.868             0.093258              1.6833                0.1159            -0.35966      -0.75564      -1.2686      -1.5089      -1.6092      -1.6351      -1.6116      -1.4672     -1.0893      -0.5774     -0.17931     0.037752      0.25954      0.49406       0.7401       0.9461       0.99445  
    cl_mt_pol_a     4.3332     5.2255      1.2059      -6.0024    47.427    0.0029589     0.1992    0.79784    1.9731e-08    5.3425e-07    -4.3004    -3.3701    -2.1447    -1.2824    -0.57546           0    0.51005    1.5796    3.2909    5.2873    6.9986    8.2108    9.4942    11.419    14.414    20.831    28.889          13.32             0.094541              27.305                      1              28.695              0.99567              2.7138               0.96419          -0.0010605    -0.0088207     -0.03358    -0.052958    -0.063587    -0.066933    -0.063998    -0.038602    0.047002      0.19226      0.33308      0.42418      0.52143       0.6433      0.78895      0.94459       0.99264  
    cl_mt_coh       4.6544     5.5153       1.185      -6.1956     50.14            0    0.19491    0.80509    6.8463e-08    6.2968e-08    -4.5149    -3.5106    -2.2057    -1.2825    -0.53082     0.05902    0.64489    1.7513    3.5284    5.6602    7.4913    8.7152    10.143    12.125    15.309     22.02    30.569         13.868             0.093258              28.695                0.99567              30.418                    1               2.793               0.94016          -0.0010345    -0.0086191    -0.032347    -0.050622    -0.060382    -0.062695     -0.05903    -0.032898    0.051462      0.19816         0.34      0.42639      0.52828      0.64612      0.79154      0.94467       0.99274  
    cl_mt_pol_c     1.5166    0.53863     0.35516     0.015212    7.4458            0          0          1    5.9191e-07    6.2665e-08    0.29662    0.49476    0.73111    0.87575     0.96807      1.0535     1.1283    1.2654    1.4566    1.6749    1.8313     1.946    2.0565    2.2322     2.487    3.0086    3.6408         1.6833               0.1159              2.7138                0.96419               2.793              0.94016             0.29013                     1          0.00015026     0.0026446     0.019406        0.046     0.076556      0.10973      0.14659      0.22537     0.36083      0.51564      0.63108      0.69372       0.7594      0.83033      0.90756      0.97836       0.99744  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=187    4.2187     0.94555    0.030725        0.37879          0.38908               7.7975                0.11719        -16.998    0.028094

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 19.304774 seconds.
Elapsed time is 10.997027 seconds.
                    mean       sd       coefofvar      min        max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5          p10         p15        p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20     fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    _________    ________    _______    __________    __________    _______    ________    ________    _________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       3.094     11.315      3.6571       -30604    5.5321            0    0.017775    0.98222    2.0104e-10    7.2913e-17    -9.0296    -0.99323      1.3527       2.0164     2.3392      2.559    2.7396     3.004    3.3182    3.5919    3.7876    3.8853    4.0001    4.1323    4.3107    4.5989    4.8527         128.03                    1              2.7582               0.08685               2.7962             0.085072              0.24225              0.098431          -0.010328     -0.018979    -0.011243     0.016932     0.052583     0.092129        0.13631     0.23005      0.38428      0.54934      0.66965       0.7303      0.79392      0.86002       0.9277       0.9848       0.99842  
    cl_mt_pol_a     3.071     2.8067     0.91391      -16.584     48.51    0.0051457     0.10034    0.89451    1.4117e-12    3.1537e-15      -3.67     -1.9863     -0.6365    -0.062156    0.36713    0.71473    1.0623    1.6706    2.6265    3.7562    4.6252    5.2335    5.9287    6.7977     8.275    11.403    15.314         2.7582              0.08685              7.8774                     1                8.017              0.98336              0.58493               0.95816         -0.0014303    -0.0089003     -0.02413    -0.028949    -0.025168    -0.015997    -0.00097822     0.04561      0.14992        0.314      0.44209       0.5257      0.61774      0.71318      0.83568      0.95846       0.99471  
    cl_mt_coh      3.2925     2.9048     0.88224      -16.966     50.15            0    0.092732    0.90727    1.4858e-11    1.8599e-15    -3.9195     -2.0385    -0.57592     0.080566    0.52841    0.88669     1.245     1.872    2.8572    3.9921    4.9173    5.5148    6.2314    7.1566    8.6793    11.874    15.905         2.7962             0.085072               8.017               0.98336               8.4376                    1              0.58674               0.92868         -0.0014295    -0.0087439    -0.022748    -0.025737    -0.019838    -0.009119      0.0073023    0.056168      0.16232      0.31873      0.45324      0.52918      0.62038      0.71991      0.83978      0.95862       0.99471  
    cl_mt_pol_c    1.3696    0.21751     0.15881     0.028094    5.6159            0           0          1    1.7229e-08    7.2913e-17    0.63191     0.82637     0.99259       1.0753     1.1651     1.1934    1.2187    1.3043     1.376    1.4564    1.5115     1.551    1.5903    1.6357    1.7159    1.8571    2.0425        0.24225             0.098431             0.58493               0.95816              0.58674              0.92868             0.047309                     1         0.00040683     0.0054522     0.032579     0.071389      0.11175      0.15495        0.19858      0.2933      0.43775      0.59392        0.702      0.75727      0.81452      0.87361      0.93413      0.98603       0.99847  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=188    3.8268     0.92426    0.0078932       0.23628          0.42251               3.2866                0.13551        -16.65     0.013311

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.364806 seconds.
Elapsed time is 5.401375 seconds.
                     mean        sd       coefofvar      min        max       pYis0       pYls0     pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15        p20        p25         p35         p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    ________    ______    ________    _______    ______    __________    __________    _______    _______    _______    ________    _______    _______    ________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       0.84399     118.28      140.15       -70995    4.3798           0     0.1155    0.8845    8.7275e-09    1.2039e-49    -27.654    -6.8846    -1.5799    -0.23572    0.39514    0.79737      1.0676      1.4392     1.8106     2.0573    2.2373    2.3153    2.4217    2.5357    2.6864    2.9411     3.186          13991                    1              7.6375               0.036889              8.8453             0.040655              0.84679              0.031241           -0.55608     -0.68052    -0.83411    -0.88154     -0.87453     -0.83813     -0.78234     -0.63168     -0.34077     0.0063907      0.2582      0.39493      0.53675      0.67939      0.83217      0.96399       0.99614  
    cl_mt_pol_a    0.072598     1.7504      24.111      -16.244    49.608    0.012315    0.46288    0.5248    5.6084e-10    5.7802e-48    -6.1098    -4.4427    -2.8842     -2.1078    -1.5974    -1.2447    -0.93077    -0.45995    0.10066     0.6311    1.0731    1.3384    1.7804    2.2224    2.9297     4.521    6.4659         7.6375             0.036889              3.0638                      1              3.0807              0.95684              0.39333               0.98059           -0.09489      -0.7199     -2.6485     -4.3317      -5.6378      -6.5739      -7.3363       -8.281      -8.5878       -7.8007      -6.639      -5.8203      -4.4511      -3.1699      -1.5921      0.31358       0.90239  
    cl_mt_coh       0.14089     1.8394      13.056      -16.618    50.173           0     0.4393    0.5607    7.1746e-09    1.4396e-48    -6.5861    -4.7319    -3.0389     -2.1663    -1.6316    -1.2215    -0.90043    -0.38418    0.18581    0.77418    1.2381    1.5054    1.8788    2.3243    3.0555     4.641    6.6551         8.8453             0.040655              3.0807                0.95684              3.3834                    1              0.38779               0.92001          -0.053881     -0.39775     -1.4449     -2.3854      -3.0459      -3.5573      -3.9108      -4.3518      -4.4241       -3.8886     -3.1883      -2.7219      -2.1115       -1.357     -0.43544      0.61243       0.94748  
    cl_mt_pol_c      1.2277    0.22916     0.18666     0.013311    4.6732           0          0         1    7.0164e-07    1.2039e-49    0.44949    0.67016    0.84235     0.93833    0.99356     1.0356      1.0703      1.1227     1.2428     1.3375    1.4142    1.4334    1.4436    1.5283    1.5853    1.7258    1.8349        0.84679             0.031241             0.39333                0.98059             0.38779              0.92001             0.052513                     1         0.00029334    0.0046451    0.030139    0.066785      0.10613      0.14748      0.19038      0.28007      0.42717        0.5842     0.69242      0.75116      0.80859      0.87065      0.93252      0.98575       0.99846  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=189    2.3411     0.93195    0.022664        0.62182          0.37552               8.1071               0.097351        -5.1715    0.016469

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 16.472755 seconds.
Elapsed time is 6.078849 seconds.
                    mean       sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10         p15         p20         p25         p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    ________    ________    ________    ________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      1.8133     2.6023      1.4351      -182.99    8.6113           0    0.15855    0.84145    3.5586e-06    1.8418e-17     -16.85    -6.8285     -2.458    -0.95496    -0.10676     0.47309     0.88276     1.5568    2.2665    2.9101    3.3414    3.5789    3.8479    4.1853    4.6392    5.4152    6.1414         6.7718                   1               5.1767               0.76199               5.1054             0.72575              0.78418               0.85109           -0.015729    -0.063484    -0.15189     -0.1954     -0.20898     -0.20372     -0.18478     -0.11614     0.044408      0.25852      0.43185      0.52607      0.62738      0.73888      0.85906      0.96832       0.99649  
    cl_mt_pol_a    1.2073     2.6107      2.1624      -4.9734    48.892    0.011946    0.34051    0.64755    2.6305e-09    1.5625e-16    -4.1749    -3.4248    -2.3601     -1.6479     -1.1695    -0.81419    -0.48613          0    0.7852    1.6507    2.5162     3.021    3.6702    4.6078    6.1224    9.4401    13.768         5.1767             0.76199               6.8155                     1               6.9245             0.98118              0.88026               0.95231          -0.0040867    -0.031563    -0.12442    -0.20753     -0.26569     -0.30618     -0.33143     -0.34968     -0.29589     -0.15396     0.029556      0.13979      0.27098      0.44433      0.66416      0.90656       0.98729  
    cl_mt_coh      1.3198     2.7033      2.0482      -5.1395    50.125           0    0.32293    0.67707    3.9566e-08    9.1644e-17    -4.4062    -3.5948    -2.4378     -1.6771     -1.1608    -0.76884     -0.4232    0.12461    0.8813     1.817    2.6978    3.2141    3.8823    4.8368    6.3857    9.7786    14.204         5.1054             0.72575               6.9245               0.98118               7.3077                   1              0.86138               0.89995          -0.0037513    -0.030594    -0.11914    -0.19724     -0.25107     -0.28707      -0.3079     -0.31761      -0.2612     -0.10905     0.071135      0.17828      0.30539      0.47149      0.68144      0.91168       0.98801  
    cl_mt_pol_c    1.2816    0.35407     0.27627     0.016469    5.8945           0          0          1    8.4773e-06    1.8418e-17    0.30052    0.52656    0.73232     0.83501     0.90699     0.95848      1.0155     1.1274    1.2995    1.4121    1.5245    1.5812    1.6511    1.7434    1.8662    2.1483    2.4111        0.78418             0.85109              0.88026               0.95231              0.86138             0.89995              0.12536                     1          0.00019345     0.003361    0.023742    0.054611     0.088566      0.12504      0.16424       0.2472      0.38938      0.54636      0.66074      0.72321      0.78515      0.85056      0.92087      0.98244       0.99802  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=190    3.8356     0.95214    0.0012628       0.90387          0.37475               6.3932                0.1185         -5.8166    0.0088778

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 24.380096 seconds.
Elapsed time is 5.737449 seconds.
                    mean        sd       coefofvar        min         max        pYis0        pYls0        pYgr0      pYisMINY     pYisMAXY       p0_1         p1         p5         p10        p15        p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    _________    __________    _______    __________    _________    _________    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -13.741     332.02     -24.163     -2.3268e+05    6.0801            0       0.56261    0.43739    2.5295e-08    0.0021652      -683.57    -168.37     -57.52    -32.203    -21.807    -15.608    -11.414    -6.0655    -1.3567    1.5729    3.0506    3.6978    4.3054    4.8916    5.4824    5.9725    6.0801       1.1024e+05                  1              254.65               0.058244              252.96             0.057786              14.322               0.048054             0.18711        0.3722      0.63622     0.79108       0.8869      0.95397       1.0028       1.0644       1.1026       1.1004       1.0834       1.0711       1.0565       1.0398       1.021       1.0044           1     
    cl_mt_pol_a     17.972     13.168     0.73273         -5.6747    49.937    0.0004997      0.001409    0.99809    4.7909e-10     0.026032     -0.12997    0.60008     2.2397     3.6557     4.9226     6.1896     7.4566      10.14     14.611    20.499     25.79    29.218    33.392    38.907    46.136    49.937    49.937           254.65           0.058244               173.4                      1              173.18               0.9975              8.8877                0.75186         -2.2825e-05     0.0001638    0.0037812    0.012038     0.023577     0.039344     0.058489      0.10851      0.21045      0.35592      0.48352      0.56011      0.64599      0.74707      0.8637            1           1     
    cl_mt_coh        18.13     13.185     0.72721         -5.7846    50.152            0    0.00093774    0.99906    6.8249e-10     0.012857    0.0063089     0.7226     2.3343     3.7821     5.0805     6.3491     7.6177     10.244     14.781    20.646    25.959    29.377    33.586    39.048    46.346    50.152    50.152           252.96           0.057786              173.18                 0.9975              173.83                    1              8.7184                0.73664         -1.7349e-05    0.00020893    0.0037447     0.01235     0.024486     0.040481     0.059846       0.1088      0.21249      0.35705      0.48452      0.56099      0.64747      0.74711      0.8644            1           1     
    cl_mt_pol_c     1.3099    0.89767     0.68531       0.0088778    11.553            0             0          1    2.9362e-07    0.0021652      0.16399    0.32158    0.48051    0.59476    0.68505    0.76164    0.83768    0.96546     1.1842    1.3814    1.5804    1.6832    1.8184    1.9786    2.2827    4.0859    11.553           14.322           0.048054              8.8877                0.75186              8.7184              0.73664             0.80582                      1           0.0001088       0.00187     0.014289    0.035272     0.059802      0.08799      0.11826      0.18727      0.30997      0.45613      0.56944      0.63153      0.69856      0.77125      0.8524       0.9409           1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=191     4.164     0.95778    0.024028        0.83168          0.41332               5.8839                0.14511        -8.7089    0.0038807

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 25.634176 seconds.
Elapsed time is 4.565858 seconds.
                    mean       sd       coefofvar        min         max        pYis0         pYls0        pYgr0      pYisMINY     pYisMAXY      p0_1        p1         p5        p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    ___________    ______    __________    __________    _______    __________    _________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      4.2799     1584.7      370.27     -1.3444e+07    7.0976             0      0.067938    0.93206    1.1424e-10    0.0011972     -55.12    -13.702     -1.495    1.6178    3.0284    3.8844    4.4777    5.2591    5.9618    6.4086    6.6327    6.7297    6.8201    6.9064    6.9935    7.0593    7.0976       2.5113e+06                  1              44.441              0.0022037              45.666            0.0022106              2.3971              0.0019854           -0.10434      -0.15474     -0.20432    -0.20038     -0.17252     -0.13176     -0.082314    0.032069       0.2297      0.44677      0.59923      0.67759      0.75666       0.8367      0.91796      0.98553          1     
    cl_mt_pol_a     25.01     12.726     0.50883         -8.4965    48.827    2.9205e-05    0.00018612    0.99978    1.9093e-12     0.024049    0.38641     2.2259      5.675    8.4343    10.657    12.803    14.719    18.475    24.147    30.278    34.877     37.56    40.396    43.768     47.37    48.827    48.827           44.441          0.0022037              161.94                      1              165.53              0.99782              8.0085                0.82601          6.512e-06    0.00057358    0.0074206    0.021961     0.040635     0.064751      0.092486     0.15848      0.28728      0.44993       0.5784      0.65144       0.7281      0.81354      0.90535            1          1     
    cl_mt_coh      25.756     13.036     0.50613         -8.6769    50.186             0    0.00011697    0.99988    8.0419e-12     0.011108    0.58143     2.4651     5.9186    8.7442    11.099     13.22    15.182    19.068    24.834    31.113    35.901     38.61    41.552    44.929    48.618    50.186    50.186           45.666          0.0022106              165.53                0.99782              169.94                    1              8.0752                0.81306         1.2669e-05    0.00063886     0.007449    0.021856     0.041419     0.064873      0.092604     0.15908      0.28676      0.44919      0.57958      0.65137      0.72897      0.81266      0.90359            1          1     
    cl_mt_pol_c    1.8724    0.76188      0.4069       0.0038807    10.032             0             0          1    3.9848e-09    0.0011972    0.41675    0.65552    0.93777    1.1231    1.2179    1.3345    1.4106    1.5666    1.7904     2.021    2.2107    2.2929     2.431    2.5559    2.8035    4.7995    10.032           2.3971          0.0019854              8.0085                0.82601              8.0752              0.81306             0.58046                      1         0.00018427     0.0029299      0.02066    0.048184     0.079304      0.11368       0.15018     0.23078      0.36651      0.52033      0.63407      0.69392       0.7573      0.82349      0.89504      0.97553          1     

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=192    1.4319     0.90038    0.041764        0.20839          0.1553                9.6697                0.12227        -10.72     0.0054055

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 13.949343 seconds.
Elapsed time is 14.283209 seconds.
                    mean        sd       coefofvar       min        max        pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25          p35         p50        p65        p75         p80         p85         p90          p95         p99        p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _________    ______    _________    _______    ________    __________    ________    _______    _______    _______    _______    _______    _______    ________    _________    _______    _______    ________    ________    ________    ________    _________    ________    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.10804     2.0936      19.377       -17.772    10.762            0    0.35598     0.64402    2.8754e-06       0        -15.079    -7.6197    -3.7782    -2.3911    -1.5861    -1.0215    -0.64253    -0.037953    0.63245      1.168      1.5037      1.6642      1.8387      2.0174       2.2327      2.4981     2.7397         4.3831                   1               3.1163               0.96034               3.4633             0.96139                0.3696              0.93586            -0.15295     -0.99031    -2.8899      -4.2759      -5.1831      -5.7833      -6.1647      -6.4543      -6.0098      -4.7603      -3.5157      -2.7894       -1.953      -1.0883     -0.10593      0.77188       0.97404  
    cl_mt_pol_a    -2.1609     1.5499    -0.71727       -10.459     45.58    0.0093225    0.97604    0.014642    1.3815e-08       0         -9.046    -6.8037    -5.1061    -4.2928    -3.7658    -3.3318     -3.0359      -2.5183    -1.8851    -1.3656     -1.0171    -0.80012    -0.59604    -0.37424     -0.15243    0.073114     0.3848         3.1163             0.96034               2.4023                     1               2.6364             0.98852               0.28461              0.97343           0.0044438     0.036565    0.14387      0.25327      0.34381      0.42764      0.50082      0.62823      0.78593       0.8917      0.94578      0.96884      0.98224      0.99409       1.0001        1.001        1.0002  
    cl_mt_coh      -2.2574     1.7207    -0.76225       -10.688    50.157            0    0.95976    0.040242     6.309e-07       0        -9.9144     -7.398    -5.5309    -4.6379    -3.9885    -3.5826     -3.2079      -2.6396    -1.9591    -1.3719    -0.98498    -0.74145    -0.51012    -0.28551    -0.041981     0.23268    0.55739         3.4633             0.96139               2.6364               0.98852               2.9608                   1               0.31515              0.97091           0.0046439     0.038121    0.15083      0.26426      0.36301      0.43998      0.51571        0.645      0.80161      0.90666      0.95802      0.97897      0.99054      0.99972       1.0032       1.0015        1.0002  
    cl_mt_pol_c     1.0444    0.18864     0.18062     0.0054055    6.5035            0          0           1    0.00024339       0        0.42555    0.52338    0.69668    0.79363    0.84889    0.89328     0.93148      0.99272     1.0637     1.1327      1.1779       1.202      1.2246      1.2551        1.314      1.4506     1.5481         0.3696             0.93586              0.28461               0.97343              0.31515             0.97091              0.035585                    1          0.00028372    0.0044267    0.02854      0.06433      0.10405      0.14547      0.18927      0.28176      0.42968       0.5882      0.69887       0.7551      0.81315      0.87454       0.9335      0.98627       0.99858  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=193    2.6126     0.90519    0.050847       0.017696          0.36254               8.4652                0.12094        -16.051    0.027977

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 16.956639 seconds.
Elapsed time is 8.650516 seconds.
                    mean        sd       coefofvar      min        max       pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15         p20         p25        p35        p50         p65         p75         p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    ________    _______    _______    __________    __________    _______    _______    _______    _______    _______    _________    _______    _______    ________    ________    ________    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      0.55254     4.9613       8.979      -195.85     5.888           0    0.20161    0.79839    5.4282e-07    6.1421e-90    -68.496    -11.228    -3.2304    -1.4075     -0.547    -0.025134    0.37259    0.89232      1.3981      1.7711      1.9797     2.0971     2.2125     2.3531    2.5465    2.8718    3.2064         24.614                   1               5.2315               0.61148               5.8176              0.6192               0.61268              0.52921            -0.21346     -0.56557    -0.97328     -1.1709      -1.2559      -1.2802      -1.2637      -1.1459     -0.82834     -0.39468     -0.052905     0.14214      0.33165      0.53033      0.75696      0.94586       0.99403  
    cl_mt_pol_a    -1.0731     1.7244     -1.6069       -15.66    47.581    0.013198    0.72526    0.26154     8.098e-09    1.5118e-87    -9.9869    -6.3632    -4.2483    -3.2909    -2.7394      -2.2858    -1.9517    -1.4002    -0.78684    -0.29734    0.018948    0.27104     0.4391    0.77523    1.1954    2.2038    3.3802         5.2315             0.61148               2.9737                     1               3.1584             0.96714               0.39306              0.97679            0.010981     0.074076     0.26142     0.44085      0.57606      0.69238       0.7981      0.95414       1.0975       1.1741        1.1829      1.1726       1.1578       1.1281       1.0838       1.0237        1.0034  
    cl_mt_coh      -1.0609     1.8937     -1.7851      -16.019    50.155           0    0.70756    0.29244    6.7696e-08    8.9973e-88    -10.894    -6.9203    -4.5937    -3.5341     -2.889      -2.3861    -2.0329    -1.4148    -0.73903     -0.1785     0.17471    0.40892    0.61623    0.96945     1.411    2.4706    3.7069         5.8176              0.6192               3.1584               0.96714               3.5863                   1               0.41751              0.94478            0.012208     0.080342     0.28579     0.47746      0.62396      0.76009      0.85737       1.0217       1.1636       1.2288        1.2265      1.2123       1.1865       1.1484       1.0953       1.0263        1.0038  
    cl_mt_pol_c     1.1556    0.23335     0.20193     0.027977    5.9705           0          0          1    6.2905e-05    6.1421e-90    0.30588    0.52725    0.75077    0.86263    0.92808      0.97576     1.0151     1.0792      1.1537       1.257      1.3161     1.3372     1.4169     1.4428    1.5351    1.6365    1.7711        0.61268             0.52921              0.39306               0.97679              0.41751             0.94478              0.054452                    1          0.00022915    0.0036217    0.026712    0.062381      0.10104      0.14213      0.18546        0.276      0.42185      0.57642       0.68937     0.74597       0.8053      0.86733      0.93137      0.98525       0.99848  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=194    1.1089     0.89194     0.01894        0.75519          0.2984                8.8719                0.12456        -11.175    0.0074759

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 9.167438 seconds.
Elapsed time is 2.521692 seconds.
                     mean         sd       coefofvar       min        max       pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY      p0_1          p1           p5          p10        p15        p20        p25        p35         p50        p65        p75        p80         p85         p90        p95        p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _______    _________    _________    ______    ________    _______    ________    __________    ________    _________    _________    _________    _______    _______    _______    _______    ________    _______    _______    _______    ________    ________    _______    _______    _______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -0.052316     2.4344     -46.533        -5.659    13.055           0    0.46906     0.53094    0.00053914       0          -5.4492      -4.9215      -4.2563    -3.6109    -2.9909    -2.4151    -1.8942    -0.94977    0.23445      1.202     1.8537      2.0824      2.4346     2.9622     3.6507     4.8552    6.0428         5.9262                   1                4.6912                0.5927              8.0178             0.91291               0.84118               0.70323            0.27407        2.1245        5.5757      8.3795       11.487       14.079       16.133       18.829       19.805       17.719       14.831       12.946        10.73       8.2182       5.1416       2.0239        1.1207  
    cl_mt_pol_a      -4.0539     3.2513    -0.80202       -10.903    45.378    0.083092    0.88657    0.030339    0.00022656       0          -10.644      -10.162      -9.9375    -8.8981     -8.192    -7.4106    -6.6648      -5.283    -3.4731    -2.0558    -1.1633    -0.84667    -0.49397          0          0    0.83139    2.7578         4.6912              0.5927                10.571                     1              7.2519             0.61823             -0.065943             -0.041276           0.005492       0.07649        0.2056     0.24539      0.35411      0.44588      0.53381      0.68144      0.84173      0.94339      0.98304      0.99755       1.0034       1.0059       1.0059       1.0041        1.0009  
    cl_mt_coh        -4.3635     3.6078    -0.82681       -11.143    50.159           0    0.88189     0.11811    0.00019405       0          -11.111      -11.048      -11.016    -9.7073    -8.9712    -8.1034    -7.2537     -5.7136     -3.737    -2.1013    -1.1517     -0.7927    -0.41563    0.12758    0.15944     1.0066    2.9694         8.0178             0.91291                7.2519               0.61823              13.016                   1                1.1981               0.67587          0.0048797      0.081454       0.20792     0.25386      0.36385      0.45402      0.54128      0.68994      0.85584      0.95376      0.99033       1.0031       1.0079       1.0084       1.0065       1.0042        1.0009  
    cl_mt_pol_c       1.5516    0.49137     0.31668     0.0074759    9.1164           0          0           1      0.070807       0        0.0074759    0.0074759    0.0074759     1.2305     1.4531     1.5132     1.5511      1.5964     1.6402     1.6823     1.7196      1.7485      1.7885      1.857      2.052     2.6233    3.2581        0.84118             0.70323             -0.065943             -0.041276              1.1981             0.67587               0.24144                     1         0.00034116    0.00034116    0.00034116    0.019743     0.064038      0.11169      0.16112      0.26234      0.42297      0.57919      0.68947      0.74476      0.80164      0.86051      0.92251      0.98121       0.99779  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min 
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________

    j=195    2.7858     0.92069    0.027066        0.57106          0.33562               7.9799                0.1443         -19.757    0.0071918

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 15.503966 seconds.
Elapsed time is 5.430601 seconds.
                    mean       sd       coefofvar       min        max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5          p10         p15         p20          p25         p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _________    ______    _______    _______    _______    __________    __________    _______    _______    _______    _________    ________    ________    _________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      1.5782      13.63     8.6364          -3761    6.2412          0    0.10396    0.89604    1.7659e-08    5.9273e-29    -21.609    -5.4303    -1.2432    -0.083928     0.51778     0.90067       1.1599     1.5692     2.0509    2.4538    2.7433    2.8899    3.0612     3.266    3.5519    4.0297    4.4748         185.78                   1               4.0283               0.15398               4.2633             0.15589               0.61174              0.14714           -0.083077      -0.1352     -0.20144    -0.21968     -0.21181      -0.1889     -0.15513     -0.067088      0.10784     0.32422      0.49034       0.5762      0.67181       0.7706      0.87829       0.9733        0.9971  
    cl_mt_pol_a     1.129     1.9194     1.7001        -19.275    48.682    0.01924    0.25444    0.72632    5.6338e-10    5.2659e-28    -4.3722    -2.7588    -1.4938     -0.90803    -0.55838     -0.2386    -0.069389    0.28589    0.83069    1.4663    2.1019    2.4651    3.0099    3.6455    4.7351    7.0051    10.002         4.0283             0.15398               3.6841                     1               3.7579             0.97578               0.55463              0.94732          -0.0047619    -0.030824     -0.10215     -0.1534     -0.18507     -0.20253     -0.20863      -0.19462     -0.12193    0.025073      0.19022      0.28714      0.42043      0.56157      0.73814      0.92739        0.9902  
    cl_mt_coh      1.2989     2.0064     1.5448        -19.725    50.185          0    0.22368    0.77632    1.4892e-09    3.3496e-28    -4.7441    -2.9171    -1.5183     -0.86545    -0.45425    -0.11939       0.1053    0.44015     1.0379    1.6907    2.3435    2.7165    3.1997    3.8907    5.0098    7.3794    10.457         4.2633             0.15589               3.7579               0.97578               4.0258                   1                0.5437              0.88838          -0.0046702    -0.029569    -0.093641    -0.13744     -0.16229     -0.17279     -0.17226      -0.15241    -0.062435    0.086569      0.24711      0.33939      0.44748      0.58694      0.75367      0.93399       0.99114  
    cl_mt_pol_c    1.2881    0.30503     0.2368      0.0071918    5.3194          0          0          1    2.1702e-06    5.9273e-29    0.37241    0.60227    0.80002      0.88859     0.95289      1.0017       1.0705     1.1815     1.3154    1.4147    1.4979    1.5594    1.5954    1.6871    1.7729    1.9867    2.1962        0.61174             0.14714              0.55463               0.94732               0.5437             0.88838              0.093041                    1          0.00022213    0.0038996     0.026429    0.059402     0.095455      0.13476      0.17483       0.26496      0.40505     0.56253      0.67703      0.73597      0.79586      0.85999      0.92625      0.98393       0.99823  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=196     4.653     0.95441    0.0065947       0.44275          0.20271               7.8143                0.11433        -6.3786    0.017125

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 18.206192 seconds.
Elapsed time is 7.156303 seconds.
                    mean        sd       coefofvar       min         max       pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1        p1          p5         p10         p15          p20          p25        p35        p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50     fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    __________    ______    ________    ________    _______    __________    ___________    _______    _______    ________    ________    ________    __________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    _________    _________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       3.2508    0.56454     0.17366     -7.762e+05    5.6469           0    0.001269    0.99873    1.3445e-13    2.6275e-164    -0.2672     1.5869      2.4293      2.7206      2.8839        2.9889     3.0648     3.1869      3.331     3.4541     3.537    3.5887    3.6473    3.7139    3.8106    3.9836    4.1526         0.3187                   1              0.39854               0.74547               0.3837             0.69859               0.05664              0.77769          -0.00050547    0.0025355     0.028854    0.068993      0.11337       0.1574      0.20611      0.30337        0.45584     0.60843      0.71624      0.77161      0.82607      0.88382      0.94085      0.98753       0.99872  
    cl_mt_pol_a    0.59075      0.947       1.603        -6.0024    49.672    0.026779     0.24001    0.73321    8.6542e-16    2.6275e-164    -2.5451    -1.5305    -0.80256      -0.467    -0.25038      -0.11233          0    0.17765    0.47716    0.85156    1.1511    1.3008    1.5255     1.825    2.2743    3.2477    4.4457        0.39854             0.74547               0.8968                     1              0.89042             0.96643               0.11469              0.93875           -0.0053989    -0.034945     -0.10857    -0.16007     -0.19255     -0.20757     -0.21179     -0.19367       -0.10098    0.081836        0.255      0.34972      0.47242      0.60334       0.7675      0.94085       0.99278  
    cl_mt_coh      0.71209    0.97292      1.3663        -6.3466    50.146           0     0.20303    0.79697    1.4204e-14    2.3618e-163    -2.6897    -1.5591    -0.75864    -0.38177    -0.15566    -0.0049127    0.11776    0.32516    0.62665    0.97493    1.2764    1.4557    1.6533    1.9548    2.4356    3.3868     4.546         0.3837             0.69859              0.89042               0.96643              0.94657                   1               0.10974              0.87435            -0.004637    -0.029969    -0.089593     -0.1301     -0.14802     -0.15293     -0.14767     -0.11222     -0.0073552     0.15226      0.31216      0.42347      0.50981       0.6365       0.7978      0.94553       0.99291  
    cl_mt_pol_c     1.2725    0.12901     0.10138       0.017125    2.7994           0           0          1    1.3445e-13    9.5614e-164    0.84885    0.95718      1.0429      1.0901      1.1296        1.1563     1.1773      1.242     1.2802      1.333    1.3586    1.3991    1.4115    1.4236    1.4438    1.5183    1.5926        0.05664             0.77769              0.11469               0.93875              0.10974             0.87435              0.016644                    1           0.00063631    0.0073012     0.038878    0.081222      0.12502      0.16981      0.21692      0.31403        0.46266     0.61434      0.72241      0.77363         0.83      0.88468       0.9417        0.988       0.99874  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=197    3.2955     0.8726     0.029861        0.61312          0.15536               3.3576                0.14979        -6.611     0.027388

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 13.522993 seconds.
Elapsed time is 8.601371 seconds.
                    mean        sd       coefofvar      min        max        pYis0       pYls0       pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50         p65         p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    _________    _______    _________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _______    _______    _______    _______    ________    ______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       -1.631     4.8194     -2.9548        -1680    3.2724            0    0.70741      0.29259    1.6342e-06       0        -28.442    -12.176    -6.4875    -4.6693    -3.7215     -3.056    -2.5507    -1.7813    -0.93596    -0.23802    0.18023    0.40084    0.63068    0.88669      1.2029    1.6224      1.885         23.227                   1               2.7775               0.46401               2.9933             0.45195               0.55884              0.53405            0.037675      0.12797     0.33152     0.49932      0.62862      0.72977      0.81535      0.94723       1.0701       1.1228       1.1244       1.1155       1.0995       1.0764       1.0446       1.0105        1.0012  
    cl_mt_pol_a    -3.1757      1.242     -0.3911      -6.1544     46.86    0.0016401    0.98924    0.0091159     2.131e-08       0        -5.6143    -5.3141    -4.9629    -4.6877    -4.4789    -4.2863    -4.1309    -3.8127     -3.3213     -2.7877    -2.3908    -2.1212    -1.8166    -1.4164    -0.87881         0    0.78258         2.7775             0.46401               1.5426                     1                1.688             0.98899               0.25825              0.95766           0.0018686     0.019335    0.082748     0.16193      0.23633        0.304      0.36817      0.49153      0.65847      0.80627      0.88542      0.92047      0.95071      0.97704      0.99491        1.001        1.0003  
    cl_mt_coh      -3.3717     1.3742    -0.40758       -6.579    50.192            0     0.9854       0.0146    3.2931e-07       0        -6.1207     -5.778    -5.3597     -5.057    -4.7984    -4.6071    -4.4158    -4.0731     -3.5433     -2.9378    -2.4879    -2.2209    -1.8783    -1.4284    -0.82289    0.1518    0.91782         2.9933             0.45195                1.688               0.98899               1.8885                   1               0.27466              0.92051           0.0018625     0.018836    0.083978     0.16162      0.23741      0.30403      0.37686      0.49848      0.66638      0.81198      0.88998      0.92451      0.95511      0.97988      0.99664       1.0014        1.0004  
    cl_mt_pol_c     0.9508    0.21712     0.22836     0.027388    5.4031            0          0            1    3.6623e-06       0        0.28915    0.44532    0.59988    0.67786    0.72971    0.76897     0.8053    0.86603     0.94899       1.021     1.1025      1.134     1.1734     1.2304      1.3122    1.4852     1.6716        0.55884             0.53405              0.25825               0.95766              0.27466             0.92051              0.047143                    1          0.00025663    0.0040455      0.0271    0.060891     0.097732      0.13745      0.17863      0.26651      0.40999       0.5655        0.677      0.73551      0.79592      0.85931      0.92588      0.98367       0.99817  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=198    3.2662     0.87104      0.051         0.04157          0.26424               7.8239                0.12746        -18.757    0.016105

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.527041 seconds.
Elapsed time is 15.226787 seconds.
                    mean        sd       coefofvar      min        max        pYis0        pYls0       pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65        p75        p80         p85          p90         p95        p99        p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ________    ______    __________    _______    _________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    _________    _______    ________    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -27.166     217.55     -8.0084      -5103.8    3.3072             0    0.90254     0.097455    2.9226e-06       0        -3948.5    -390.21    -40.509    -21.774    -15.437    -11.955    -9.6289    -6.6305    -3.9926    -2.3077    -1.3741    -0.95971    -0.50534    -0.023753    0.55721      1.2559     1.6369          47330                   1               150.96               0.35142               199.25             0.41703                13.667              0.25779             0.16999      0.63601     0.78521       0.838      0.87184      0.89654      0.91624      0.94585      0.97453      0.99152      0.99829       1.0005       1.0018       1.0023      1.0018        1.0005       1.0001   
    cl_mt_pol_a    -4.8922     1.9746    -0.40361      -18.299    47.049    0.00094959    0.99631    0.0027397    7.7672e-09       0        -15.413    -10.266    -7.9297    -7.1789    -6.7712    -6.4281     -6.119    -5.5938     -4.843    -4.1623    -3.5916     -3.3355     -2.9393      -2.4502    -1.7164    -0.50495    0.43268         150.96             0.35142               3.8989                     1               4.2198              0.9731               0.46593               0.9683           0.0033139     0.025566    0.096323     0.17407      0.24863      0.31629      0.38029      0.49794      0.65865      0.79381      0.87542      0.90864      0.94128      0.96922      0.9905       0.99987       1.0001   
    cl_mt_coh      -5.2948     2.1962    -0.41478      -18.725    50.163             0    0.99528     0.004719    4.1512e-07       0        -16.972     -11.24    -8.6661    -7.8716    -7.3792    -7.0115    -6.6438    -6.0923     -5.265    -4.4377    -3.8862     -3.5185     -3.1508      -2.5993     -1.772    -0.42601    0.55233         199.25             0.41703               4.2198                0.9731               4.8232                   1               0.51521              0.96267           0.0033875     0.026283     0.10061     0.17748      0.25512      0.31871      0.38841      0.50098      0.66227      0.80261      0.87843      0.91508      0.94273      0.97049      0.9915        1.0001       1.0002   
    cl_mt_pol_c    0.74149    0.24369     0.32865     0.016105    5.6813             0          0            1    0.00041479       0        0.11399    0.18224    0.33904    0.42297    0.49079    0.53862    0.57806    0.65081    0.74168    0.82482    0.90795     0.95073      0.9956       1.0561     1.1464      1.3164     1.5156         13.667             0.25779              0.46593                0.9683              0.51521             0.96267              0.059387                    1          9.1582e-05    0.0019573    0.016841    0.042582     0.073454      0.10818      0.14684      0.22979       0.3712      0.52814      0.64496      0.70708       0.7727      0.84185      0.9157       0.98115       0.9979   

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=199    4.5475     0.89473    0.023861        0.69545         0.090268               9.4799                0.10942        -13.074    0.019451

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 17.762122 seconds.
Elapsed time is 21.095009 seconds.
                    mean        sd       coefofvar        min         max        pYis0       pYls0      pYgr0       pYisMINY     pYisMAXY     p0_1        p1         p5         p10        p15        p20        p25        p35        p50        p65         p75        p80        p85        p90        p95         p99        p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    ___________    ______    _________    _______    ________    __________    ________    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    _______    _______    _______    _______    ________    ________    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -5.8811     276.48     -47.012     -3.3123e+05    2.6387            0    0.73083     0.26917    1.1606e-08       0        -217.21    -48.697    -18.372    -11.696     -8.728    -6.8597    -5.5694    -3.7759    -1.9952    -0.63207    0.13651    0.50542    0.82311     1.1187      1.3782      1.6375     1.7948          76441                    1              19.314               0.037356              21.867             0.038476               2.4134              0.039778            0.20988      0.33879     0.52671     0.64955      0.73485      0.79988      0.85245      0.93057       1.0032       1.0365       1.0405       1.0377       1.0321       1.0237       1.0131       1.0029        1.0003  
    cl_mt_pol_a    -3.8553       1.87    -0.48505         -12.262    47.599    0.0032525    0.98472    0.012025    3.9346e-12       0        -8.7445    -7.6804    -6.6671    -6.1248    -5.7718    -5.4762     -5.195    -4.7301    -4.1081      -3.272    -2.5119    -2.1319    -1.5998    -1.0678    -0.46863    0.078377    0.57253         19.314             0.037356              3.4969                      1               3.836              0.99794              0.40006               0.97489          0.0024944     0.021641     0.09563     0.17775      0.25385      0.33147      0.39932      0.52859      0.70452      0.84319      0.92018      0.94755      0.97177      0.98835      0.99827       1.0007        1.0002  
    cl_mt_coh      -4.1095     2.0556     -0.5002         -13.042     50.14            0     0.9807    0.019296    2.4516e-10       0        -9.4769    -8.2964    -7.2002    -6.6099    -6.1883     -5.878     -5.598    -5.0921    -4.3872     -3.4899    -2.6467    -2.2218    -1.6348    -1.0446    -0.39698      0.2203    0.72625         21.867             0.038476               3.836                0.99794              4.2253                    1              0.43537               0.96518          0.0026146     0.023333    0.098171     0.18214      0.26835      0.33326      0.40683      0.53573      0.70388      0.84777      0.92444      0.95158      0.97536      0.99101      0.99969       1.0009        1.0002  
    cl_mt_pol_c    0.89912    0.21945     0.24407        0.019451    4.2511            0          0           1    2.0686e-07       0        0.29091    0.42647    0.55527    0.62083    0.67059    0.71116    0.74139    0.79616    0.89438     0.97912     1.0491     1.0949     1.1386     1.1907       1.262      1.4058     1.5533         2.4134             0.039778             0.40006                0.97489             0.43537              0.96518             0.048156                     1         0.00027506    0.0040926    0.026694    0.060539     0.095668      0.13434      0.17466      0.26038      0.40306       0.5585      0.67015       0.7304      0.79175      0.85648      0.92428      0.98356       0.99828  

xxxxx Shift to: xxxxx
             fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min
             _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________

    j=200    4.3061     0.93999    0.052869        0.48758          0.27245               9.5337                0.10115        -12.457    0.017348

xxxxx st_model = abz, it_a_n = 750, it_z_n = 55 xxxxx
Elapsed time is 22.569838 seconds.
Elapsed time is 24.166961 seconds.
                    mean       sd       coefofvar       min         max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1          p5          p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    __________    ______    _________    _________    _______    __________    __________    _______    _______    _________    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.6326     3.8475      1.0591     -2.004e+05    4.9838            0    0.0050102    0.99499    6.6004e-12    1.1959e-10    -2.9556    0.85699        2.221     2.6543    2.9142    3.1055     3.257    3.5114    3.8092    4.0481    4.1986     4.277    4.3591    4.4491    4.5641    4.7344    4.8538         14.803                   1               3.1968               0.17917               3.3376             0.17745               0.22383              0.19254           -0.0020981    -0.0024323      0.017589      0.051049     0.090012     0.13134       0.1753      0.26895      0.42053      0.58225      0.69576      0.75397      0.81365      0.87382      0.93603      0.98682       0.99866  
    cl_mt_pol_a    5.9833     4.6373     0.77505        -12.072    47.489    0.0032854      0.05033    0.94639    1.6959e-15    4.9934e-09    -3.3506    -1.4549    -0.014137    0.77827    1.4127    1.9679    2.4437     3.554    5.2987    7.1227    8.6295    9.5812    10.691    12.198    14.498     19.97    26.949         3.1968             0.17917               21.505                     1               22.598             0.99684                1.3825              0.98666          -0.00070937    -0.0039408    -0.0074843    -0.0038908    0.0060138    0.020893     0.037969      0.08907      0.20317      0.35812      0.48846      0.56423      0.64687      0.74405      0.85172      0.96189       0.99508  
    cl_mt_coh      6.4192     4.8885     0.76153        -12.425    50.129            0     0.043746    0.95625    1.6084e-13    3.1931e-09      -3.56    -1.4726      0.11391    0.94889    1.6169     2.177    2.7024    3.8713    5.6839    7.6288    9.2152    10.217    11.386    12.948    15.394    21.156    28.563         3.3376             0.17745               22.598               0.99684               23.897                   1                1.4449              0.97821          -0.00069508    -0.0038167    -0.0066709    -0.0022041    0.0084529    0.022451     0.041569     0.093539      0.20451      0.36305      0.49278      0.56807      0.65009      0.74367      0.85314      0.96223       0.99516  
    cl_mt_pol_c    1.5984    0.30215     0.18903       0.017348    5.6149            0            0          1    1.0765e-10    1.1959e-10    0.77697    0.97104       1.1324     1.2375    1.2961    1.3522    1.4049    1.4718    1.5725    1.6857    1.7823    1.8332    1.8991    1.9915    2.1341    2.4243    2.8091        0.22383             0.19254               1.3825               0.98666               1.4449             0.97821              0.091294                    1           0.00044531     0.0055897      0.032145      0.069968      0.10995     0.15103      0.19416      0.28462      0.42815      0.57946      0.68791      0.74453      0.80272      0.86368      0.92799      0.98378       0.99815  

-------------------------
xxxxxx tb_outcomes xxxxxx
                      variablenames    it_pcombi_ctr    fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min      mean         sd       coefofvar       min        max        pYis0        pYls0        pYgr0        pYisMINY      pYisMAXY      p0_1         p1         p5         p10          p15         p20          p25          p35          p50        p65        p75        p80        p85        p90        p95        p99       p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                      _____________    _____________    _______    _______    _________    _____________    _____________    ______________________    _______________    _______    _________    _______    ________    _________    _________    ______    __________    ________    __________    __________    __________    _______    ________    _______    ________    _________    ________    _________    __________    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val_v1      'cl_mt_val'            1          2.7047     0.89399    0.035565        0.14563         0.086249               4.4774                0.11082        -6.1487     0.024562    -2.4293     0.57046     -0.23483      -5.6058    4.9722             0           1     7.778e-07    0.00013441             0    -4.4041      -3.812     -3.401     -3.1494      -3.0272     -2.8876      -2.8171       -2.6207    -2.4173    -2.2089    -2.0564    -1.9535    -1.8469    -1.7138    -1.5083    -1.1096    -0.70755         0.32543                  1               0.12068              0.84479               0.12855            0.78904              0.042603              0.95332            0.0047888      0.017149      0.076591      0.14972      0.20746     0.27361      0.32815      0.43849      0.59937        0.7391     0.82626      0.86593       0.9049      0.94146       0.9743      0.99616       0.99976  
    cl_mt_pol_a_v1    'cl_mt_pol_a'          1          2.7047     0.89399    0.035565        0.14563         0.086249               4.4774                0.11082        -6.1487     0.024562    -5.3005     0.25042    -0.047246      -5.9255    46.471    1.4036e-27           1     7.843e-28    8.0266e-06             0     -5.779     -5.6874    -5.6171     -5.5754      -5.5352      -5.517      -5.4765       -5.4375    -5.3325    -5.2649    -5.1619     -5.125    -5.0622    -4.9552    -4.8174    -4.5216     -4.1837         0.12068            0.84479              0.062713                    1              0.066944            0.93602              0.014016              0.71445            0.0021154      0.021679      0.072344       0.1218      0.20646      0.2187       0.2811      0.37214      0.56417       0.66943     0.77966      0.82243      0.86267      0.91864      0.95986      0.99246       0.99941  
    cl_mt_coh_v1      'cl_mt_coh'            1          2.7047     0.89399    0.035565        0.14563         0.086249               4.4774                0.11082        -6.1487     0.024562    -5.6495     0.28559    -0.050553      -6.1167    50.142             0           1    8.8719e-27     0.0015848             0    -6.1167     -6.0617    -6.0343     -5.9867      -5.9317     -5.9116      -5.8567       -5.7889    -5.7066    -5.5839    -5.4814    -5.4338    -5.3587    -5.2562     -5.106    -4.7856     -4.4304         0.12855            0.78904              0.066944              0.93602              0.081564                  1              0.015443              0.69024            0.0017158      0.026408      0.053828      0.11223      0.18994     0.21229      0.29678      0.37407      0.52458       0.67604     0.79055      0.82035      0.86805      0.92075       0.9614      0.99234       0.99927  
    cl_mt_pol_c_v1    'cl_mt_pol_c'          1          2.7047     0.89399    0.035565        0.14563         0.086249               4.4774                0.11082        -6.1487     0.024562    0.81967    0.078339     0.095574      0.36817    5.1991             0           0             1    0.00013441             0    0.47642     0.58544    0.67917     0.73006      0.74504     0.75912      0.77633        0.7948    0.82807    0.85568     0.8731    0.88218    0.89494    0.91083    0.92992    0.96811      1.0104        0.042603            0.95332              0.014016              0.71445              0.015443            0.69024              0.006137                    1            0.0013442     0.0072252      0.038003     0.083059      0.12816     0.17631      0.21935       0.3152      0.46406       0.61777     0.72496      0.77782      0.83239      0.88585      0.94211      0.98804       0.99874  
    cl_mt_val_v2      'cl_mt_val'            2          2.5508     0.93744    0.015709        0.51577          0.23385               6.3681                0.13826        -11.024    0.0094745     2.7467      1.0777      0.39236      -883.31    8.2265             0    0.011572       0.98843    3.4622e-09             0      -3.11    -0.13384     1.2481        1.74       2.0272      2.2119       2.3929        2.6061     2.8864     3.1243     3.3007     3.3981     3.5001     3.6451     3.8577     4.2226       4.606          1.1614                  1               0.76535              0.74394               0.73925            0.68532               0.16513              0.75752           -0.0025675      -0.00575      0.005482     0.033405     0.067668     0.10736      0.15144      0.23909      0.39953       0.55681     0.67195      0.73216      0.79492      0.85763      0.92683      0.98402       0.99829  
    cl_mt_pol_a_v2    'cl_mt_pol_a'          2          2.5508     0.93744    0.015709        0.51577          0.23385               6.3681                0.13826        -11.024    0.0094745    0.33392     0.95461       2.8588      -10.596    48.825      0.041369     0.35015       0.60848    4.0282e-12             0    -3.2345     -1.9444    -1.0843     -0.7259     -0.51088    -0.31135     -0.22418    -0.0091612     0.2307    0.55198    0.79295     1.0339     1.2749     1.5158     1.9978     3.0419      4.4074         0.76535            0.74394               0.91129                    1               0.91911            0.96193               0.18146              0.93979            -0.012145     -0.077588      -0.25187     -0.37956     -0.46953    -0.52913     -0.56687     -0.59315      -0.5305      -0.35863    -0.17164     0.012591      0.19354      0.34898      0.60208      0.89077       0.98586  
    cl_mt_coh_v2      'cl_mt_coh'            2          2.5508     0.93744    0.015709        0.51577          0.23385               6.3681                0.13826        -11.024    0.0094745    0.46868      1.0009       2.1356      -10.992    50.177             0      0.2707        0.7293    5.0435e-10             0    -3.4865     -2.0362    -1.0572    -0.64929     -0.40454    -0.23228    -0.078208       0.14073    0.38415    0.73762    0.98237     1.1546     1.3994     1.7166     2.2061     3.2667      4.6536         0.73925            0.68532               0.91911              0.96193                1.0018                  1               0.17341              0.85653           -0.0090056     -0.057384      -0.18383     -0.27064     -0.32581    -0.35673     -0.37117     -0.35861     -0.27995     -0.088594    0.075292         0.19      0.32917      0.49983      0.69746      0.91822       0.98953  
    cl_mt_pol_c_v2    'cl_mt_pol_c'          2          2.5508     0.93744    0.015709        0.51577          0.23385               6.3681                0.13826        -11.024    0.0094745     1.2656     0.20227      0.15983    0.0094745    3.9681             0           0             1    9.8913e-08             0    0.67579      0.8268    0.94051     0.99757       1.0367      1.0763       1.1131        1.1884     1.2912     1.3779      1.406     1.4645     1.4779     1.5065     1.5755     1.6802      1.7916         0.16513            0.75752               0.18146              0.93979               0.17341            0.85653              0.040913                    1            0.0004745     0.0060184      0.035046     0.072759      0.11363     0.15613      0.19817      0.28809      0.43411       0.59594     0.70425      0.75923      0.81495      0.87486      0.93499      0.98629       0.99855  
    cl_mt_val_v3      'cl_mt_val'            3          3.2543     0.95863    0.013844        0.79879          0.35909               2.0735                0.12588        -5.0197     0.019555     3.1707      6.6795       2.1066      -3167.1    9.1724             0     0.15047       0.84953    1.3888e-07    2.9897e-05    -42.555      -13.35    -4.1918      -1.446    -0.031279     0.98602        1.741        2.9194     4.2156     5.2877     5.9701     6.3246     6.7041     7.1304     7.6739     8.4438      8.9662          44.615                  1                26.035              0.47456                25.889            0.46514                1.6233              0.57903            -0.028324     -0.086742      -0.17773     -0.21944     -0.23002    -0.22179     -0.20023     -0.12479     0.044653       0.27007     0.44735      0.54419      0.64625      0.75518      0.87174      0.97264       0.99715  
    cl_mt_pol_a_v3    'cl_mt_pol_a'          3          3.2543     0.95863    0.013844        0.79879          0.35909               2.0735                0.12588        -5.0197     0.019555     9.7675      8.2135       0.8409      -4.8973    49.317     0.0031927    0.037634       0.95917    9.2945e-09    0.00030514    -2.4332     -1.0939    0.27254      1.2157       2.0863      2.8844       3.6825         5.206     7.8179     11.083     13.912     15.726     17.975     21.022     26.028     36.476      47.286          26.035            0.47456                67.462                    1                68.193            0.99636                3.2517              0.94323          -0.00029474    -0.0017491    -0.0028246    0.0012413    0.0098951    0.023143     0.040206     0.084218      0.18544       0.33088      0.4578      0.53313      0.61864      0.71677      0.83486      0.95774       0.99503  

                        variablenames    it_pcombi_ctr    fl_crra    fl_beta    fl_r_save    fl_z_wage_rho    fl_z_wage_sig    fl_z_r_borr_poiss_mean    fl_z_r_borr_max    fl_b_bd    fl_c_min     mean        sd       coefofvar        min         max        pYis0        pYls0       pYgr0       pYisMINY      pYisMAXY      p0_1        p1          p5          p10        p15        p20        p25        p35        p50        p65         p75        p80        p85        p90        p95         p99        p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1      fracByP1      fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                        _____________    _____________    _______    _______    _________    _____________    _____________    ______________________    _______________    _______    ________    _______    _______    _________    ___________    ______    _________    _________    ________    __________    __________    _______    _______    _________    _______    _______    _______    _______    _______    _______    ________    _______    _______    _______    _______    ________    ________    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    ___________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_coh_v198      'cl_mt_coh'           198         3.2662     0.87104       0.051        0.04157          0.26424               7.8239                0.12746        -18.757    0.016105    -5.2948     2.1962    -0.41478         -18.725    50.163            0      0.99528    0.004719    4.1512e-07             0    -16.972     -11.24      -8.6661    -7.8716    -7.3792    -7.0115    -6.6438    -6.0923     -5.265     -4.4377    -3.8862    -3.5185    -3.1508    -2.5993      -1.772    -0.42601    0.55233         199.25              0.41703              4.2198                 0.9731              4.8232                    1              0.51521               0.96267           0.0033875      0.026283       0.10061       0.17748      0.25512     0.31871      0.38841      0.50098      0.66227      0.80261      0.87843      0.91508      0.94273      0.97049       0.9915       1.0001        1.0002  
    cl_mt_pol_c_v198    'cl_mt_pol_c'         198         3.2662     0.87104       0.051        0.04157          0.26424               7.8239                0.12746        -18.757    0.016105    0.74149    0.24369     0.32865        0.016105    5.6813            0            0           1    0.00041479             0    0.11399    0.18224      0.33904    0.42297    0.49079    0.53862    0.57806    0.65081    0.74168     0.82482    0.90795    0.95073     0.9956     1.0561      1.1464      1.3164     1.5156         13.667              0.25779             0.46593                 0.9683             0.51521              0.96267             0.059387                     1          9.1582e-05     0.0019573      0.016841      0.042582     0.073454     0.10818      0.14684      0.22979       0.3712      0.52814      0.64496      0.70708       0.7727      0.84185       0.9157      0.98115        0.9979  
    cl_mt_val_v199      'cl_mt_val'           199         4.5475     0.89473    0.023861        0.69545         0.090268               9.4799                0.10942        -13.074    0.019451    -5.8811     276.48     -47.012     -3.3123e+05    2.6387            0      0.73083     0.26917    1.1606e-08             0    -217.21    -48.697      -18.372    -11.696     -8.728    -6.8597    -5.5694    -3.7759    -1.9952    -0.63207    0.13651    0.50542    0.82311     1.1187      1.3782      1.6375     1.7948          76441                    1              19.314               0.037356              21.867             0.038476               2.4134              0.039778             0.20988       0.33879       0.52671       0.64955      0.73485     0.79988      0.85245      0.93057       1.0032       1.0365       1.0405       1.0377       1.0321       1.0237       1.0131       1.0029        1.0003  
    cl_mt_pol_a_v199    'cl_mt_pol_a'         199         4.5475     0.89473    0.023861        0.69545         0.090268               9.4799                0.10942        -13.074    0.019451    -3.8553       1.87    -0.48505         -12.262    47.599    0.0032525      0.98472    0.012025    3.9346e-12             0    -8.7445    -7.6804      -6.6671    -6.1248    -5.7718    -5.4762     -5.195    -4.7301    -4.1081      -3.272    -2.5119    -2.1319    -1.5998    -1.0678    -0.46863    0.078377    0.57253         19.314             0.037356              3.4969                      1               3.836              0.99794              0.40006               0.97489           0.0024944      0.021641       0.09563       0.17775      0.25385     0.33147      0.39932      0.52859      0.70452      0.84319      0.92018      0.94755      0.97177      0.98835      0.99827       1.0007        1.0002  
    cl_mt_coh_v199      'cl_mt_coh'           199         4.5475     0.89473    0.023861        0.69545         0.090268               9.4799                0.10942        -13.074    0.019451    -4.1095     2.0556     -0.5002         -13.042     50.14            0       0.9807    0.019296    2.4516e-10             0    -9.4769    -8.2964      -7.2002    -6.6099    -6.1883     -5.878     -5.598    -5.0921    -4.3872     -3.4899    -2.6467    -2.2218    -1.6348    -1.0446    -0.39698      0.2203    0.72625         21.867             0.038476               3.836                0.99794              4.2253                    1              0.43537               0.96518           0.0026146      0.023333      0.098171       0.18214      0.26835     0.33326      0.40683      0.53573      0.70388      0.84777      0.92444      0.95158      0.97536      0.99101      0.99969       1.0009        1.0002  
    cl_mt_pol_c_v199    'cl_mt_pol_c'         199         4.5475     0.89473    0.023861        0.69545         0.090268               9.4799                0.10942        -13.074    0.019451    0.89912    0.21945     0.24407        0.019451    4.2511            0            0           1    2.0686e-07             0    0.29091    0.42647      0.55527    0.62083    0.67059    0.71116    0.74139    0.79616    0.89438     0.97912     1.0491     1.0949     1.1386     1.1907       1.262      1.4058     1.5533         2.4134             0.039778             0.40006                0.97489             0.43537              0.96518             0.048156                     1          0.00027506     0.0040926      0.026694      0.060539     0.095668     0.13434      0.17466      0.26038      0.40306       0.5585      0.67015       0.7304      0.79175      0.85648      0.92428      0.98356       0.99828  
    cl_mt_val_v200      'cl_mt_val'           200         4.3061     0.93999    0.052869        0.48758          0.27245               9.5337                0.10115        -12.457    0.017348     3.6326     3.8475      1.0591      -2.004e+05    4.9838            0    0.0050102     0.99499    6.6004e-12    1.1959e-10    -2.9556    0.85699        2.221     2.6543     2.9142     3.1055      3.257     3.5114     3.8092      4.0481     4.1986      4.277     4.3591     4.4491      4.5641      4.7344     4.8538         14.803                    1              3.1968                0.17917              3.3376              0.17745              0.22383               0.19254          -0.0020981    -0.0024323      0.017589      0.051049     0.090012     0.13134       0.1753      0.26895      0.42053      0.58225      0.69576      0.75397      0.81365      0.87382      0.93603      0.98682       0.99866  
    cl_mt_pol_a_v200    'cl_mt_pol_a'         200         4.3061     0.93999    0.052869        0.48758          0.27245               9.5337                0.10115        -12.457    0.017348     5.9833     4.6373     0.77505         -12.072    47.489    0.0032854      0.05033     0.94639    1.6959e-15    4.9934e-09    -3.3506    -1.4549    -0.014137    0.77827     1.4127     1.9679     2.4437      3.554     5.2987      7.1227     8.6295     9.5812     10.691     12.198      14.498       19.97     26.949         3.1968              0.17917              21.505                      1              22.598              0.99684               1.3825               0.98666         -0.00070937    -0.0039408    -0.0074843    -0.0038908    0.0060138    0.020893     0.037969      0.08907      0.20317      0.35812      0.48846      0.56423      0.64687      0.74405      0.85172      0.96189       0.99508  
    cl_mt_coh_v200      'cl_mt_coh'           200         4.3061     0.93999    0.052869        0.48758          0.27245               9.5337                0.10115        -12.457    0.017348     6.4192     4.8885     0.76153         -12.425    50.129            0     0.043746     0.95625    1.6084e-13    3.1931e-09      -3.56    -1.4726      0.11391    0.94889     1.6169      2.177     2.7024     3.8713     5.6839      7.6288     9.2152     10.217     11.386     12.948      15.394      21.156     28.563         3.3376              0.17745              22.598                0.99684              23.897                    1               1.4449               0.97821         -0.00069508    -0.0038167    -0.0066709    -0.0022041    0.0084529    0.022451     0.041569     0.093539      0.20451      0.36305      0.49278      0.56807      0.65009      0.74367      0.85314      0.96223       0.99516  
    cl_mt_pol_c_v200    'cl_mt_pol_c'         200         4.3061     0.93999    0.052869        0.48758          0.27245               9.5337                0.10115        -12.457    0.017348     1.5984    0.30215     0.18903        0.017348    5.6149            0            0           1    1.0765e-10    1.1959e-10    0.77697    0.97104       1.1324     1.2375     1.2961     1.3522     1.4049     1.4718     1.5725      1.6857     1.7823     1.8332     1.8991     1.9915      2.1341      2.4243     2.8091        0.22383              0.19254              1.3825                0.98666              1.4449              0.97821             0.091294                     1          0.00044531     0.0055897      0.032145      0.069968      0.10995     0.15103      0.19416      0.28462      0.42815      0.57946      0.68791      0.74453      0.80272      0.86368      0.92799      0.98378       0.99815