Test Shock Persistence and Variance (Risky + Safe Asets + Two-Step + Interpolated + Percentage Distribution)

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Compare against fsi_iwkz_ds_vecsv_shock from iwkz. Here, we use ipwkz.

@include

@seealso

Contents

Set Shared Parameters

close all;
clear all;

ar_fl_z_rho = [0.0, 0.50, 0.99];
ar_fl_z_sig = [0.05, 0.10, 0.3];
it_a_n = 750;
it_z_n = 15;

Simulate Model with schok persistence = 0.0, IID

for fl_z_sig = ar_fl_z_sig

    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp(['fl_z_rho = ' num2str(ar_fl_z_rho(1))]);
    disp(['fl_z_sig = ' num2str(fl_z_sig)]);
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('');
    disp('');
    disp('');
    disp('');

    % Call Default Parameters <https://fanwangecon.github.io/CodeDynaAsset/m_ipwkz/paramfunc/html/ffs_ipwkz_set_default_param.html ffs_ipwkz_set_default_param>
    bl_input_override = true;
    it_param_set = 9;
    [param_map, support_map] = ffs_ipwkz_set_default_param(it_param_set);

    % Simulation Accuracy
    param_map('it_a_n') = it_a_n;
    param_map('it_z_n') = it_z_n;
    param_map('fl_z_rho') = ar_fl_z_rho(1);
    param_map('fl_z_sig') = fl_z_sig;

    % Display Parameters
    support_map('bl_display') = false;
    support_map('bl_display_final') = false;
    support_map('bl_time') = true;
    support_map('bl_profile') = false;
    support_map('bl_graph_coh_t_coh') = true;

    % Call Grid Generator <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_ipwkz_get_funcgrid.html ffs_ipwkz_get_funcgrid>
    [armt_map, func_map] = ffs_ipwkz_get_funcgrid(param_map, support_map, bl_input_override);

    % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_ipwkz_vf_vecsv.html ff_ipwkz_vf_vecsv>
    result_map = ff_ipwkz_vf_vecsv(param_map, support_map, armt_map, func_map);

    % Call Distribution CProgram
    result_map = ff_iwkz_ds_vecsv(param_map, support_map, armt_map, func_map, result_map, bl_input_override);

    % Snap
    snapnow;

end

% close all
close all;
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_z_rho = 0
fl_z_sig = 0.05
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 3.274599 seconds.
Elapsed time is 0.671394 seconds.
                     mean           sd        coefofvar       min         max      pYis0    pYls0    pYgr0     pYisMINY      pYisMAXY        p0_1          p1           p5          p10         p15         p20         p25          p35          p50          p65          p75          p80          p85          p90         p95         p99         p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_pol_k    fl_cor_cl_mt_pol_k    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    __________    _________    __________    ______    _____    _____    _____    __________    ___________    _________    _________    _________    ________    ________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _______    _________    _________    ________________    ________________    ________________    ________________    __________________    __________________    __________________    __________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         8.2481      0.076468    0.009271         2.5515    15.648      0        0        1      1.7945e-34    -7.6549e-35         8.05       8.0961       8.1413      8.1857      8.1857      8.1857      8.1857       8.2293       8.2293        8.272        8.272        8.272        8.314        8.314     8.4379       8.5187        8.558        0.0058473                 1              0.013894           0.99979             1.1424e-05             0.98761                0.011413             0.98761               0.0024702             0.83809          0.0011229     0.010991    0.073168     0.28483      0.28483      0.28483      0.28483      0.60576      0.60576      0.81364      0.81364      0.81364          0.9          0.9      0.97133      0.99601        0.9992  
    cl_mt_coh         5.8065       0.18174    0.031299        0.44365    53.308      0        0        1      1.7945e-34    -7.6549e-35       5.3589       5.4592       5.5595      5.6598      5.6598      5.6598      5.6598       5.7601       5.7601       5.8604       5.8604       5.8604       5.9608       5.9608     6.2617       6.4623       6.5626         0.013894           0.99979               0.03303                 1             2.7214e-05             0.98986                0.027187             0.98986               0.0058157             0.83022          0.0010614     0.010513    0.070826     0.27871      0.27871      0.27871      0.27871       0.5978       0.5978      0.80701      0.80701      0.80701      0.89496      0.89496       0.9692      0.99565       0.99911  
    cl_mt_pol_a    0.0040353    0.00015127    0.037488     9.9839e-05    40.959      0        0        1      1.7945e-34    -7.6549e-35    0.0037163    0.0037859    0.0038555    0.003925    0.003925    0.003925    0.003925    0.0039946    0.0039946    0.0040642    0.0040642    0.0040642    0.0041337    0.0041337    0.00447    0.0046132    0.0046848       1.1424e-05           0.98761            2.7214e-05           0.98986             2.2884e-08                   1              2.2861e-05                   1              4.3301e-06             0.74263          0.0010591     0.010491    0.070676     0.27812      0.27812      0.27812      0.27812      0.59654      0.59654      0.80531      0.80531      0.80531      0.89306      0.89306      0.96836      0.99553       0.99909  
    cl_mt_pol_k       4.0313       0.15112    0.037488       0.099739    7.3093      0        0        1      1.7945e-34    -4.6035e-34       3.7126       3.7821       3.8516      3.9211      3.9211      3.9211      3.9211       3.9906       3.9906       4.0601       4.0601       4.0601       4.1296       4.1296     4.4655       4.6086       4.6801         0.011413           0.98761              0.027187           0.98986             2.2861e-05                   1                0.022838                   1               0.0043257             0.74263          0.0010591     0.010491    0.070676     0.27812      0.27812      0.27812      0.27812      0.59654      0.59654      0.80531      0.80531      0.80531      0.89306      0.89306      0.96836      0.99553       0.99909  
    cl_mt_pol_c       1.7712      0.038544    0.021761        0.34381     5.482      0        0        1      1.7945e-34    -7.6549e-35       1.6426       1.6733        1.704      1.7348      1.7348      1.7348      1.7348       1.7655       1.7655       1.7963       1.7963       1.7963       1.7963        1.827      1.827       1.8578       1.8778        0.0024702           0.83809             0.0058157           0.83022             4.3301e-06             0.74263               0.0043257             0.74263               0.0014857                   1          0.0010665     0.010564    0.071167     0.28005      0.28005      0.28005      0.28005      0.61646      0.61646      0.84965      0.84965      0.84965      0.84965      0.95132      0.95132      0.99592       0.99917  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_z_rho = 0
fl_z_sig = 0.1
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 3.176728 seconds.
Elapsed time is 0.483361 seconds.
                     mean          sd        coefofvar       min         max      pYis0    pYls0    pYgr0     pYisMINY       pYisMAXY        p0_1          p1          p5           p10          p15         p20         p25          p35          p50          p65         p75          p80          p85          p90          p95          p99         p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_pol_k    fl_cor_cl_mt_pol_k    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    _________    _________    __________    ______    _____    _____    _____    ___________    ___________    _________    ________    _________    _________    _________    ________    ________    _________    _________    _________    ________    _________    _________    _________    _________    _________    _________    ________________    ________________    ________________    ________________    __________________    __________________    __________________    __________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         8.2867      0.16409    0.019802         2.5279    15.671      0        0        1      -8.4682e-35      2.374e-36       7.7886      7.9355       8.0306       8.0767        8.122      8.1666      8.1666       8.2103       8.2532       8.3371      8.4199       8.4605       8.5005       8.5005       8.5785       8.6543       8.7637         0.026926                 1              0.064134           0.99942             5.3639e-05             0.99419               0.053585              0.99419                0.010495             0.89677           0.0011094    0.013368    0.054448     0.10534       0.1903      0.30866      0.30866      0.39246      0.53325      0.64733      0.78568      0.84254       0.9137       0.9137      0.96438      0.99311       0.99942  
    cl_mt_coh         5.9513      0.39107    0.065712        0.44365    53.722      0        0        1      -8.4682e-35      2.374e-36       4.8585      5.1595       5.3601       5.4605       5.5608      5.6612      5.6612       5.7615       5.8618       6.0625      6.2632       6.3635       6.4638       6.4638       6.6645       6.8652       7.1662         0.064134           0.99942               0.15294                 1             0.00012798              0.9953                0.12785               0.9953                0.024957             0.89484          0.00095731    0.011972    0.050026    0.097934      0.17893      0.29318      0.29318      0.37506       0.5143      0.62906      0.77137      0.83093      0.90628      0.90628      0.96076      0.99224       0.99932  
    cl_mt_pol_a    0.0041707    0.0003288    0.078834     9.9839e-05    41.278      0        0        1      -8.4682e-35      2.374e-36    0.0032703    0.003473    0.0037172    0.0037868    0.0038564    0.003926    0.003926    0.0039955    0.0040651    0.0042043    0.004471    0.0045426    0.0046143    0.0046143    0.0047575    0.0049008    0.0051156       5.3639e-05           0.99419            0.00012798            0.9953             1.0811e-07                   1               0.000108                    1              1.9871e-05             0.84741          0.00091945    0.011499    0.049155    0.096562      0.17672      0.28977      0.28977      0.37079      0.50857      0.62214       0.7671      0.82777      0.90451      0.90451      0.96001      0.99208       0.99929  
    cl_mt_pol_k       4.1666      0.32847    0.078834       0.099739    7.2964      0        0        1      -8.4682e-35    -2.3399e-34       3.2671      3.4695       3.7135        3.783       3.8525       3.922       3.922       3.9915       4.0611       4.2001      4.4665       4.5381       4.6097       4.6097       4.7528       4.8959       5.1105         0.053585           0.99419               0.12785            0.9953               0.000108                   1                0.10789                    1                0.019851             0.84741          0.00091945    0.011499    0.049155    0.096562      0.17672      0.28977      0.28977      0.37079      0.50857      0.62214       0.7671      0.82777      0.90451      0.90451      0.96001      0.99208       0.99929  
    cl_mt_pol_c       1.7805     0.071318    0.040054        0.34381    5.5246      0        0        1      -8.4682e-35      2.374e-36       1.5881      1.6122       1.6737       1.6737       1.7044      1.7352      1.7352       1.7635       1.7922       1.7967      1.8275       1.8496       1.8496       1.8582        1.907       1.9644       2.0218         0.010495           0.89677              0.024957           0.89484             1.9871e-05             0.84741               0.019851              0.84741               0.0050863                   1            0.001046    0.010854    0.093553    0.093553      0.18413      0.30117      0.30117      0.38413      0.52117      0.66381      0.78592      0.85798      0.85798      0.91041      0.96252      0.99309       0.99915  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_z_rho = 0
fl_z_sig = 0.3
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 3.976500 seconds.
Elapsed time is 0.849600 seconds.
                    mean         sd       coefofvar       min         max      pYis0    pYls0    pYgr0     pYisMINY      pYisMAXY       p0_1          p1           p5          p10          p15          p20          p25          p35          p50          p65          p75          p80          p85          p90          p95         p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_pol_k    fl_cor_cl_mt_pol_k    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ________    _________    __________    ______    _____    _____    _____    __________    __________    _________    _________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _______    ______    ________________    ________________    ________________    ________________    __________________    __________________    __________________    __________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       8.2394     0.46226    0.056104         2.3985    15.889      0        0        1      2.0452e-34    1.5961e-34       6.8769       7.2001       7.4893      7.6502       7.7519       7.8503       7.8986       8.0385       8.2141       8.4215       8.5386       8.6139       8.7243        8.831       9.0001     9.3432    9.7354         0.21368                  1              0.51502            0.99402              0.011713              0.28072                0.41811              0.99324               0.085193              0.98041          0.00086813     0.009868    0.047592    0.096046      0.14475      0.20171      0.23368       0.3402      0.48613       0.6536      0.73983      0.78626      0.84716      0.89363      0.94441      0.98885         0.999  
    cl_mt_coh       6.0994      1.1208     0.18376        0.44365    56.558      0        0        1      2.0452e-34    1.5961e-34       3.4498       3.9508       4.4518      4.7524       4.9528       5.1533       5.2535       5.5541       5.9549       6.4559       6.7565       6.9569       7.2576       7.5582       8.0592     9.1614    10.564         0.51502            0.99402               1.2563                  1              0.034026              0.33633                  1.016              0.99543                0.20621              0.97873          0.00057729    0.0071037    0.036676    0.076769      0.11848       0.1687      0.19743      0.29561      0.43609      0.60571      0.69691      0.74727      0.81502      0.86824      0.92848      0.98449       0.99847  
    cl_mt_pol_a    0.01268    0.090262      7.1184     9.9839e-05    43.024      0        0        1      2.0452e-34    8.9876e-35    0.0021816    0.0025789    0.0029966    0.003199    0.0033339    0.0035737    0.0036432    0.0038517    0.0041297    0.0046086    0.0048232    0.0049663    0.0053287    0.0055494    0.0059173    0.28757    1.4602        0.011713            0.28072             0.034026            0.33633             0.0081473                    1               0.020869              0.25389              0.0050096              0.29525          0.00017416     0.002198    0.011565    0.024546      0.03805     0.054599      0.06418     0.096932       0.1438      0.20204      0.23336      0.25065      0.27458      0.29337      0.31465      0.41404       0.87217  
    cl_mt_pol_k     4.3042     0.91065     0.21157       0.099739    7.2722      0        0        1      2.0452e-34    1.5274e-34       2.1794       2.5763       2.9936      3.1958       3.3305       3.5702       3.6396       3.8478       4.1255        4.604       4.8184       4.9613       5.3233       5.5438       5.9113     6.6796    6.7455         0.41811            0.99324                1.016            0.99543              0.020869              0.25389                0.82929                    1                0.16587              0.96893          0.00051256    0.0064689    0.034035     0.07224      0.11198      0.16069      0.18889      0.28528       0.4232      0.59462      0.68678      0.73767       0.8081      0.86341      0.92603       0.9863        0.9987  
    cl_mt_pol_c     1.7826     0.18798     0.10545        0.34381    6.9682      0        0        1      2.0452e-34    1.5961e-34       1.2682       1.3787        1.488      1.5535       1.5862       1.6102        1.641       1.7024         1.79       1.8473       1.9047       1.9333        1.962       2.0088       2.1153     2.2483     2.445        0.085193            0.98041              0.20621            0.97873             0.0050096              0.29525                0.16587              0.96893               0.035336                    1          0.00073647    0.0086713    0.049084    0.088075      0.14493      0.17506      0.22953      0.32196      0.49071      0.63538      0.73599      0.78629      0.82992      0.88398      0.94128      0.98729        0.9991  

Simulate Model with schok persistence = 0.5

close all

for fl_z_sig = ar_fl_z_sig

    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp(['fl_z_rho = ' num2str(ar_fl_z_rho(2))]);
    disp(['fl_z_sig = ' num2str(fl_z_sig)]);
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('');
    disp('');
    disp('');
    disp('');

    % Call Default Parameters <https://fanwangecon.github.io/CodeDynaAsset/m_ipwkz/paramfunc/html/ffs_ipwkz_set_default_param.html ffs_ipwkz_set_default_param>
    bl_input_override = true;
    it_param_set = 9;
    [param_map, support_map] = ffs_ipwkz_set_default_param(it_param_set);

    % Simulation Accuracy
    param_map('it_a_n') = it_a_n;
    param_map('it_z_n') = it_z_n;
    param_map('fl_z_rho') = ar_fl_z_rho(2);
    param_map('fl_z_sig') = fl_z_sig;

    % Display Parameters
    support_map('bl_display') = false;
    support_map('bl_display_final') = false;
    support_map('bl_time') = true;
    support_map('bl_profile') = false;
    support_map('bl_graph_coh_t_coh') = true;

    % Call Grid Generator <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_ipwkz_get_funcgrid.html ffs_ipwkz_get_funcgrid>
    [armt_map, func_map] = ffs_ipwkz_get_funcgrid(param_map, support_map, bl_input_override);

    % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_ipwkz_vf_vecsv.html ff_ipwkz_vf_vecsv>
    result_map = ff_ipwkz_vf_vecsv(param_map, support_map, armt_map, func_map);

    % Call Distribution CProgram
    result_map = ff_iwkz_ds_vecsv(param_map, support_map, armt_map, func_map, result_map, bl_input_override);

    % Snap
    snapnow;

end

% close all
close all;
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_z_rho = 0.5
fl_z_sig = 0.05
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 3.805125 seconds.
Elapsed time is 0.494659 seconds.
                     mean           sd        coefofvar       min         max      pYis0    pYls0    pYgr0     pYisMINY       pYisMAXY        p0_1          p1           p5           p10          p15          p20          p25          p35          p50          p65          p75          p80          p85          p90          p95          p99         p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_pol_k    fl_cor_cl_mt_pol_k    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    __________    _________    __________    ______    _____    _____    _____    ___________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ________________    ________________    ________________    ________________    __________________    __________________    __________________    __________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         8.3139       0.16355    0.019671         2.4237      15.7      0        0        1      -1.8376e-20    -7.1292e-21       7.8895       7.9856        8.063       8.1085       8.1552       8.1709       8.1997        8.231       8.3015        8.359       8.4315       8.4627       8.4929       8.5482       8.6092       8.7016        8.798         0.026748                 1                0.0548           0.97979             4.5665e-05             0.96575                0.045619             0.96575               0.0091357             0.89577          0.0010133     0.0097676    0.051722     0.10165      0.15381      0.19997      0.27178      0.34524      0.50974      0.64989      0.74796      0.79821       0.8464      0.90346      0.94835      0.98949       0.99895  
    cl_mt_coh         5.9299       0.34198    0.057671        0.44365    53.367      0        0        1      -1.0199e-20     1.1059e-19       5.1546       5.3551       5.4553       5.5555       5.6558       5.6558       5.6558        5.756       5.8562       5.9565       6.1569       6.2572       6.3574       6.4576       6.5579       6.7583       6.9588           0.0548           0.97979               0.11695                 1             9.8326e-05             0.99447                0.098228             0.99447                0.018627             0.87342          0.0013928      0.023178    0.072946     0.13652      0.26418      0.26418      0.26418      0.42199       0.5329      0.64115      0.74004      0.81136      0.86709      0.92504      0.95796      0.99325       0.99938  
    cl_mt_pol_a    0.0041493    0.00028912    0.069678     9.9839e-05     41.98      0        0        1      -1.0199e-20     1.3028e-19    0.0035747    0.0037137    0.0037832    0.0038527    0.0039222    0.0039222    0.0039222    0.0039917    0.0040612    0.0041307    0.0043952    0.0044667    0.0045383    0.0046098    0.0046814    0.0048245    0.0049676       4.5665e-05           0.96575            9.8326e-05           0.99447             8.3589e-08                   1              8.3505e-05                   1              1.4738e-05             0.81744          0.0013707      0.022961    0.072287      0.1353      0.26182      0.26182      0.26182      0.41822      0.52815      0.63542      0.73479      0.80755      0.86441      0.92353      0.95712      0.99311       0.99937  
    cl_mt_pol_k       4.1452       0.28883    0.069678       0.099739    8.2774      0        0        1      -1.0199e-20     1.2743e-20       3.5711         3.71       3.7794       3.8489       3.9183       3.9183       3.9183       3.9877       4.0572       4.1266       4.3908       4.4623       4.5337       4.6052       4.6767       4.8197       4.9626         0.045619           0.96575              0.098228           0.99447             8.3505e-05                   1                0.083422                   1                0.014723             0.81744          0.0013707      0.022961    0.072287      0.1353      0.26182      0.26182      0.26182      0.41822      0.52815      0.63542      0.73479      0.80755      0.86441      0.92353      0.95712      0.99311       0.99937  
    cl_mt_pol_c       1.7806       0.06236    0.035022        0.34381    5.4881      0        0        1      -1.0199e-20     1.1059e-19       1.5799       1.6414       1.6721       1.7028       1.7336       1.7336       1.7336       1.7643       1.7904        1.795       1.8257       1.8257       1.8478       1.8564       1.8765       1.9338       1.9912        0.0091357           0.89577              0.018627           0.87342             1.4738e-05             0.81744                0.014723             0.81744               0.0038887                   1          0.0010893      0.023444    0.074465     0.13938      0.27029      0.27029      0.27029      0.47514       0.5431      0.65631      0.81991      0.81991      0.87514      0.92857      0.95994      0.99356       0.99941  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_z_rho = 0.5
fl_z_sig = 0.1
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 4.379608 seconds.
Elapsed time is 0.557612 seconds.
                     mean           sd        coefofvar       min         max      pYis0    pYls0    pYgr0     pYisMINY       pYisMAXY      p0_1         p1           p5           p10          p15          p20          p25          p35          p50          p65          p75          p80         p85          p90          p95          p99         p99_9      fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_pol_k    fl_cor_cl_mt_pol_k    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    __________    _________    __________    ______    _____    _____    _____    ___________    __________    _______    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ________    _________    _________    _________    _________    ________________    ________________    ________________    ________________    __________________    __________________    __________________    __________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         8.3226       0.31037    0.037292         2.2648    15.777      0        0        1      -1.9842e-34      3.88e-34     7.4094       7.6062       7.8097       7.9382       8.0014       8.0624       8.1089       8.1976       8.3249       8.4489         8.54       8.5883      8.6494       8.7254       8.8352       9.0495       9.2773         0.096329                 1              0.19335            0.97811             0.00015808             0.75476                 0.15744             0.97125                0.035751             0.95608          0.00091865    0.0095992    0.047976      0.1032      0.14376      0.18974      0.25087      0.33773      0.49469      0.64424      0.74102      0.79091      0.84508      0.89647       0.9473      0.98919       0.99888  
    cl_mt_coh         6.0062       0.63691     0.10604        0.44365    53.869      0        0        1      -5.9373e-34    7.6239e-34     4.3528       4.6535       5.0545        5.255       5.3552       5.4554       5.5557       5.6559       5.9566       6.2573       6.4578        6.558      6.6583       6.8587       7.0592       7.6606        8.262          0.19335           0.97811              0.40566                  1              0.0003337             0.77641                 0.33191             0.99775                0.073417             0.95676          0.00085471    0.0089909    0.052038     0.10746      0.14741      0.18426      0.25893      0.31253      0.48109      0.63759      0.75052      0.79928      0.84306      0.90248      0.94184      0.98813       0.99897  
    cl_mt_pol_a    0.0042237    0.00067481     0.15977     9.9839e-05    43.359      0        0        1      -5.9373e-34    4.4538e-34    0.00293    0.0031324    0.0034023    0.0036443    0.0037138    0.0037833    0.0038528    0.0039223    0.0041308    0.0044668    0.0046099    0.0046815    0.004753    0.0048961    0.0050393    0.0056246    0.0060662       0.00015808           0.75476            0.0003337            0.77641             4.5537e-07                   1              0.00027414             0.77781              5.9106e-05               0.727          0.00083931    0.0085866    0.046925     0.10439      0.14378      0.18012      0.25376      0.30662      0.47169      0.63082      0.74545      0.79495      0.83939      0.89972      0.93952      0.98746       0.99877  
    cl_mt_pol_k       4.2189       0.52229      0.1238       0.099739    9.3764      0        0        1      -5.9373e-34      2.51e-35     2.9271       3.1293       3.3989       3.6406       3.7101       3.7795       3.8489       3.9184       4.1267       4.4624       4.6053       4.6768      4.7483       4.8913       5.0342        5.619       6.0601          0.15744           0.97125              0.33191            0.99775             0.00027414             0.77781                 0.27279                   1                0.058843             0.93512          0.00083943    0.0085878    0.046932      0.1044       0.1438      0.18014      0.25379      0.30666      0.47176      0.63091      0.74556      0.79506      0.83952      0.89985      0.93966       0.9876       0.99892  
    cl_mt_pol_c       1.7831       0.12048    0.067567        0.34381    5.5397      0        0        1      -5.9373e-34    7.6239e-34     1.4556       1.5211       1.5867       1.6194       1.6414       1.6721       1.7029       1.7336       1.7905       1.8192       1.8478       1.8765      1.9052       1.9561       1.9913       2.0773       2.1958         0.035751           0.95608             0.073417            0.95676             5.9106e-05               0.727                0.058843             0.93512                0.014515                   1           0.0017183    0.0098956    0.047382    0.094818      0.13606      0.18833      0.27094       0.3613      0.49951      0.62552      0.72933      0.80827      0.85208      0.89354      0.94722      0.99148        0.9991  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_z_rho = 0.5
fl_z_sig = 0.3
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 4.044425 seconds.
Elapsed time is 0.889769 seconds.
                    mean       sd       coefofvar       min         max      pYis0    pYls0    pYgr0     pYisMINY       pYisMAXY       p0_1          p1           p5           p10          p15          p20          p25          p35          p50          p65          p75          p80          p85         p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_pol_k    fl_cor_cl_mt_pol_k    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    __________    ______    _____    _____    _____    ___________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _______    ______    ______    ______    ________________    ________________    ________________    ________________    __________________    __________________    __________________    __________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      8.1599    0.95461     0.11699         1.4604    16.123      0        0        1      -7.0593e-35    1.2204e-26       5.4976       6.0457       6.6317       6.9454       7.1753       7.3531       7.5089       7.7611       8.1287       8.4962       8.7892       8.9589       9.1429      9.398    9.7783     10.49    11.306        0.91129                   1              1.9584             0.96004               0.19994              0.35938                1.4396               0.95626                0.31884              0.98294          0.00066587     0.0074683       0.03964     0.080557      0.12502        0.168      0.21638      0.30729     0.45418      0.60637      0.71348       0.7683      0.82249      0.87883      0.93752      0.98677       0.99859  
    cl_mt_coh      6.4268     2.1369     0.33249        0.44365    57.597      0        0        1       8.3972e-35    1.2204e-26        2.449       3.0507       3.6523       4.0534       4.3542        4.655       4.8555       5.3569       6.0588       6.8609       7.5628       7.9639       8.5655     9.2674    10.471    13.178    16.788         1.9584             0.96004              4.5662                   1               0.63499               0.5099                3.2193               0.95533                0.71184              0.98037           0.0004686     0.0055982      0.028545     0.059335     0.090237      0.13267      0.16313         0.25     0.38213      0.53227      0.64663      0.70175      0.77324      0.83758      0.91015      0.97843       0.99723  
    cl_mt_pol_a    0.1475    0.58278      3.9511     9.9839e-05    47.396      0        0        1       8.3972e-35    1.0373e-34    0.0013991    0.0018671    0.0023097    0.0026458    0.0029309    0.0031334    0.0033358    0.0037149    0.0043251    0.0051111    0.0057737    0.0063121    0.0072201    0.16405    1.0444    3.0115    5.9848        0.19994             0.35938             0.63499              0.5099               0.33963                    1               0.21566               0.23466               0.079699              0.40247          1.0874e-05    0.00014357    0.00069967    0.0016438    0.0025656    0.0037768    0.0047211    0.0072431    0.011157     0.016078     0.019765     0.021614     0.023872     0.034156      0.22418      0.70713       0.95146  
    cl_mt_pol_k    4.4764      1.577      0.3523       0.099739    15.127      0        0        1       8.3972e-35    3.6416e-19       1.3977       1.8652       2.3073       2.6432        2.928       3.1302       3.2944       3.7112       4.2669       4.8213       5.4001       5.6943       5.9885     6.5326    7.2884    9.1742    11.517         1.4396             0.95626              3.2193             0.95533               0.21566              0.23466                 2.487                     1                0.51668               0.9642          0.00035794     0.0047262      0.023032     0.054112     0.085092      0.12502      0.15242      0.24518     0.36384      0.52202      0.63752      0.69375      0.76182      0.83097      0.90655      0.97728       0.99725  
    cl_mt_pol_c     1.803    0.33979     0.18847        0.34381    8.2693      0        0        1       8.3972e-35    1.2204e-26        1.041       1.1447       1.3031       1.3905       1.4561        1.519       1.5544       1.6419       1.7649       1.9058         2.01         2.09       2.1699     2.2661    2.4219    2.7174     3.046        0.31884             0.98294             0.71184             0.98037              0.079699              0.40247               0.51668                0.9642                0.11546                    1           0.0009964     0.0061102       0.03411     0.071456      0.11767      0.15982      0.20292      0.28906     0.43689      0.59279      0.69362      0.75497      0.81157      0.86448      0.92969      0.98485       0.99825  

Simulate Model with schok persistence = 0.99 (very persistent)

close all

for fl_z_sig = ar_fl_z_sig

    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp(['fl_z_rho = ' num2str(ar_fl_z_rho(3))]);
    disp(['fl_z_sig = ' num2str(fl_z_sig)]);
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('');
    disp('');
    disp('');
    disp('');

    % Call Default Parameters <https://fanwangecon.github.io/CodeDynaAsset/m_ipwkz/paramfunc/html/ffs_ipwkz_set_default_param.html ffs_ipwkz_set_default_param>
    bl_input_override = true;
    it_param_set = 9;
    [param_map, support_map] = ffs_ipwkz_set_default_param(it_param_set);

    % Simulation Accuracy
    param_map('it_a_n') = it_a_n;
    param_map('it_z_n') = it_z_n;
    param_map('fl_z_rho') = ar_fl_z_rho(3);
    param_map('fl_z_sig') = fl_z_sig;

    % Display Parameters
    support_map('bl_display') = false;
    support_map('bl_display_final') = false;
    support_map('bl_time') = true;
    support_map('bl_profile') = false;
    support_map('bl_graph_coh_t_coh') = true;

    % Call Grid Generator <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_ipwkz_get_funcgrid.html ffs_ipwkz_get_funcgrid>
    [armt_map, func_map] = ffs_ipwkz_get_funcgrid(param_map, support_map, bl_input_override);

    % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_ipwkz_vf_vecsv.html ff_ipwkz_vf_vecsv>
    result_map = ff_ipwkz_vf_vecsv(param_map, support_map, armt_map, func_map);

    % Call Distribution CProgram
    result_map = ff_iwkz_ds_vecsv(param_map, support_map, armt_map, func_map, result_map, bl_input_override);

    % Snap
    snapnow;

end

% close all
close all;
clear all;
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_z_rho = 0.99
fl_z_sig = 0.05
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 4.060900 seconds.
Elapsed time is 0.723956 seconds.
                     mean          sd       coefofvar       min         max      pYis0     pYls0      pYgr0      pYisMINY       pYisMAXY         p0_1           p1           p5           p10          p15         p20         p25          p35          p50          p65          p75          p80          p85          p90         p95         p99        p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_pol_k    fl_cor_cl_mt_pol_k    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20     fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    ________    _________    __________    ______    _____    _______    _______    ___________    ___________    __________    __________    _________    _________    _________    _______    _________    _________    _________    _________    _________    _________    _________    _________    ________    ________    _______    ________________    ________________    ________________    ________________    __________________    __________________    __________________    __________________    __________________    __________________    __________    __________    _________    _________    _________    _________    ___________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         6.9678      5.4175      0.7775        -8.5225    20.417      0      0.10952    0.89048     1.0693e-35    -5.0299e-37       -5.8886       -4.9496      -2.5414     -0.62392       1.0052     2.5873        3.072       4.8579       7.0874       9.2168       10.963       11.518        12.75       14.386      16.077      18.047     19.092          29.349                   1               20.69            0.88941              0.021636              0.079962                15.788              0.88389                 4.8812               0.90374         -0.0055547    -0.0097337    -0.028498    -0.03681     -0.032359    -0.01616     -0.00064597     0.05934      0.19063        0.378      0.51428      0.58633      0.67601      0.77024      0.87643       0.9732             1  
    cl_mt_coh         6.5247      4.2941     0.65813        0.44365    57.552      0            0          1    -6.8766e-35     4.8763e-36        1.4455        1.4455       2.1469       2.6478       2.9484     3.0486       3.5495       4.1507        5.353       6.8558       8.0581         9.06       10.262       12.266      15.372      22.285     26.894           20.69             0.88941              18.439                  1              0.025094               0.11701                14.152              0.99957                 4.2626               0.99567          0.0024878     0.0024878     0.016938    0.032776      0.056491    0.076432         0.10196      0.1621      0.27829      0.41024      0.52399      0.59382       0.6627       0.7501      0.85196      0.96207             1  
    cl_mt_pol_a    0.0066668    0.049944      7.4915     9.9839e-05    49.486      0            0          1    -6.8766e-35    -4.2214e-36    0.00076694    0.00076694    0.0013139    0.0016745    0.0019246    0.00199    0.0023893    0.0028614    0.0037122    0.0048934    0.0058429    0.0066521    0.0076084    0.0092267    0.011581    0.018782    0.67516        0.021636            0.079962            0.025094            0.11701             0.0024944                     1              0.017687              0.10741              0.0049128              0.098664          0.0012918     0.0012918    0.0095202    0.018694      0.033965    0.046507          0.0638     0.10605      0.17689      0.27097      0.35126      0.40252      0.45167      0.51267      0.59877      0.67321       0.80631  
    cl_mt_pol_k       4.6249       3.297     0.71288       0.099739    31.092      0            0          1    -6.8766e-35     3.9577e-35       0.76617       0.76617       1.3126       1.6728       1.9227      1.988         2.38       2.8062       3.7085       4.8191       5.7635       6.6454       7.4538        9.144      11.361      16.713     20.274          15.788             0.88389              14.152            0.99957              0.017687               0.10741                 10.87                    1                 3.2637               0.99291          0.0018602     0.0018602     0.013726    0.027014      0.049062    0.067124        0.090634     0.14555      0.25535       0.3888      0.50453      0.58186      0.64609      0.73553      0.84331      0.95953             1  
    cl_mt_pol_c       1.8932     0.99698     0.52663        0.34381    9.8131      0            0          1    -6.8766e-35      9.649e-36       0.67861       0.67861      0.83449      0.95423        1.047     1.1207       1.1978        1.324       1.6407       1.9904       2.2771       2.4612       2.7541       3.2068      3.9937      5.5181        6.6          4.8812             0.90374              4.2626            0.99567             0.0049128              0.098664                3.2637              0.99291                0.99397                     1          0.0040251     0.0040251     0.021649     0.05403      0.073736     0.10384         0.13479     0.19683      0.32072      0.47496        0.571      0.63017      0.70162      0.78046      0.87144       0.9679             1  

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fl_z_rho = 0.99
fl_z_sig = 0.1
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Elapsed time is 5.212228 seconds.
Elapsed time is 1.489879 seconds.
                    mean        sd      coefofvar       min         max      pYis0     pYls0      pYgr0      pYisMINY       pYisMAXY        p0_1           p1            p5           p10           p15           p20          p25          p35          p50          p65         p75        p80         p85         p90         p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_pol_k    fl_cor_cl_mt_pol_k    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10     fracByP15     fracByP20     fracByP25     fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    __________    ______    _____    _______    _______    ___________    __________    __________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _______    ________    ________    ________    _______    ______    ______    ________________    ________________    ________________    ________________    __________________    __________________    __________________    __________________    __________________    __________________    __________    __________    __________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       3.7749    9.5426     2.5279         -14.702    24.211      0      0.40886    0.59114     1.9436e-35    0.00021862       -13.995       -13.311       -11.418       -9.4887       -7.0153      -4.5459       -3.938      -1.0357       3.4102       7.5552     11.081      12.478      14.764      17.572     20.338    23.037    24.209         91.062                   1              86.824             0.76127               2.5025               0.19339                 64.75               0.76028                19.571               0.74845            -0.02703     -0.047244      -0.17703      -0.30626       -0.4524      -0.52683      -0.57329     -0.60955     -0.54167     -0.32808    -0.075619    0.068316      0.26385      0.46719      0.70824      0.93924       0.99733  
    cl_mt_coh       8.3273    11.952     1.4352         0.44365      70.5      0            0          1    -6.0159e-35    0.00021862       0.64409       0.64409       0.94476        1.1452        1.4459       1.5461        1.947       2.3479       3.8512       6.1564     9.1631      11.268      14.976      20.989     33.918    62.983    70.299         86.824             0.76127              142.85                   1               4.7978               0.29603                105.91               0.99293                32.135                0.9812            0.001014      0.001014     0.0074342      0.015402      0.023674      0.030626      0.045078       0.0617      0.12613      0.20818      0.29768     0.35407      0.43403      0.53648      0.69483      0.92853       0.99648  
    cl_mt_pol_a    0.25197     1.356     5.3816      8.1767e-05    51.198      0            0          1     1.9436e-35    1.6389e-35    0.00015807    0.00022814    0.00046928    0.00068653    0.00082029    0.0011519    0.0012705    0.0019251    0.0031573    0.0058972    0.01062    0.016822    0.024425    0.071579    0.91347    6.8713    16.966         2.5025             0.19339              4.7978             0.29603               1.8388                     1                2.2968               0.18978               0.66218                0.1782          3.3465e-06    9.7761e-06    8.0355e-05    0.00017834    0.00039728    0.00064412    0.00086817    0.0014148    0.0028586    0.0055959    0.0086584    0.011326     0.015437     0.025335     0.084822      0.54866       0.92208  
    cl_mt_pol_k     5.8476    8.9248     1.5262        0.019902     49.95      0            0          1     1.0021e-14    0.00019013       0.12293       0.15791       0.36458       0.46882       0.68585      0.81947        1.054       1.4833       2.4493       4.3345     6.2616      8.1163       10.04      15.551     25.418    48.683    49.776          64.75             0.76028              105.91             0.99293               2.2968               0.18978                79.652                     1                23.964               0.97988          0.00015327    0.00030737      0.002853      0.005519      0.010357      0.019782      0.025058     0.046104     0.095404      0.17912      0.26788      0.3294      0.40704      0.51446      0.67744      0.91725       0.99608  
    cl_mt_pol_c     2.2278    2.7402       1.23         0.34381    21.609      0            0          1    -7.9596e-35    0.00021862       0.48603       0.49915       0.55897       0.60759       0.67877      0.72582      0.79174      0.92064       1.2589       1.7616     2.3638      2.9264      3.6073      4.9214     7.4697    14.174    21.547         19.571             0.74845              32.135              0.9812              0.66218                0.1782                23.964               0.97988                7.5089                     1           0.0012637     0.0028972       0.01415      0.033676        0.0487      0.061111      0.070638      0.10864      0.19108      0.28394      0.37456     0.43313      0.50949      0.60069      0.73526      0.92111       0.99597  

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fl_z_rho = 0.99
fl_z_sig = 0.3
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Elapsed time is 8.194679 seconds.
Warning: The shifted operator is close to singular or badly scaled. RCOND =
9.470782e-17. Consider using a different value for sigma. 
Elapsed time is 7.616139 seconds.
                    mean        sd      coefofvar       min         max      pYis0     pYls0      pYgr0      pYisMINY       pYisMAXY        p0_1           p1            p5           p10           p15          p20           p25         p35         p50         p65         p75         p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_pol_k    fl_cor_cl_mt_pol_k    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10     fracByP15     fracByP20     fracByP25     fracByP35     fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    __________    ______    _____    _______    _______    ___________    __________    __________    __________    __________    __________    _________    __________    _________    ________    ________    ________    ________    _______    _______    ______    ______    ______    ______    ________________    ________________    ________________    ________________    __________________    __________________    __________________    __________________    __________________    __________________    __________    __________    __________    __________    __________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -7.1398    12.459     -1.745          -16.69    27.766      0      0.77443    0.22557    -1.7334e-19     0.0039223       -16.389       -16.381       -16.363       -16.325      -16.239        -16.04       -16.04     -15.536     -14.005     -10.107     -3.1304     4.3715     8.2172    15.542    22.752    25.901    27.766         155.23                   1              248.02             0.77705               34.501                0.46673               116.96               0.80536                 96.56                0.52551            0.01762      0.055525       0.12789       0.25031       0.43322       0.67254       0.67254       0.92969       1.1775      1.3537       1.4309       1.4271       1.3845       1.3005       1.1723       1.0311             1  
    cl_mt_coh       9.7577    25.619     2.6255         0.44365     197.3      0            0          1     -1.703e-18     0.0039223       0.54373       0.54373       0.54373       0.54373      0.54373       0.54373      0.54373     0.54373     0.64381      1.0441      3.0457     6.1481     14.254    32.068    61.892    107.53     197.3         248.02             0.77705              656.32                   1               47.376                0.31169               267.95               0.89728                   341                0.90252           0.026558      0.026558      0.026558      0.026558      0.026558      0.026558      0.026558      0.026558     0.030956    0.040144     0.058751     0.081218      0.12956      0.24365      0.48066      0.84199             1  
    cl_mt_pol_a     1.8995    5.9331     3.1235      6.3695e-05    53.742      0            0          1    -9.3011e-21    5.5818e-22    0.00011215    0.00011215    0.00011215    0.00022801    0.0003855    0.00081944    0.0042937    0.048828    0.055859    0.062829    0.075622    0.13164    0.72784    4.5265    15.938    29.034    39.512         34.501             0.46673              47.376             0.31169               35.201                      1               10.379               0.15007                1.7953               0.020518         3.6909e-06    3.6909e-06    3.6909e-06    1.0646e-05      1.78e-05    3.4242e-05    8.9193e-05     0.0019061    0.0080843    0.011616     0.016308     0.016946     0.027555     0.084826      0.33724      0.82007       0.98063  
    cl_mt_pol_k     4.2641    11.656     2.7336      4.4365e-07     49.95      0            0          1    -1.0611e-18      0.019316    5.5915e-05    5.5915e-05    5.5915e-05    5.5915e-05    0.0011948     0.0041602    0.0041602     0.02459      0.1001     0.38511     0.81862     1.5529     5.1438    11.384    46.279     49.95     49.95         116.96             0.80536              267.95             0.89728               10.379                0.15007               135.87                     1                 121.7                0.70791         1.4335e-06    1.4335e-06    1.4335e-06    1.4335e-06    2.4084e-05    0.00012913    0.00012913    0.00083055     0.003904    0.011168     0.021623     0.037894     0.070495      0.14597      0.41999            1             1  
    cl_mt_pol_c     3.5941    14.748     4.1034         0.34381    148.88      0            0          1      5.063e-21     0.0039223       0.44351       0.44351       0.44351       0.44351      0.44351       0.47674      0.47674     0.48781     0.49892     0.59649     0.93314     1.3937     2.2233    4.2438    15.262    57.049    148.88          96.56             0.52551                 341             0.90252               1.7953               0.020518                121.7               0.70791                 217.5                      1           0.014544      0.014544      0.014544      0.014544      0.022258      0.037341      0.037341      0.063093     0.071273    0.087668      0.10756      0.12362      0.14796      0.19127      0.28174      0.68252             1