Derive Distributions for For+Inf+Borr+Save Risky + Safe Asset Interpolated-Percentage (Wrapper)

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Contents

function [result_map] = ff_ipwkbz_fibs_ds_wrapper(varargin)

FF_IPWKBZ_FIBS_DS_WRAPPER finds the stationary asset distributions

This is a warpper function.

Default

  1. it_subset = 5 is basic invoke quick test
  2. it_subset = 6 is invoke full test
  3. it_subset = 7 is profiling invoke
  4. it_subset = 8 is matlab publish
  5. it_subset = 9 is invoke operational (only final stats) and coh graph
it_param_set = 8;
[param_map, support_map] = ffs_ipwkbz_fibs_set_default_param(it_param_set);

% Note: param_map and support_map can be adjusted here or outside to override defaults
% param_map('it_a_n') = 750;
% param_map('it_z_n') = 15;

% Note: below to for identical results as benchmark ff_ipwkbz_ds_wrapper.m
% param_map('fl_r_fsv') = 0.025;
% param_map('fl_r_inf') = 0.085;
% param_map('fl_r_inf_bridge') = 0.085;
% param_map('fl_r_fbr') = 0.085;
% param_map('bl_bridge') = true;

% param_map('st_analytical_stationary_type') = 'loop';
% param_map('st_analytical_stationary_type') = 'vector';
param_map('st_analytical_stationary_type') = 'eigenvector';

% get armt and func map
params_len = length(varargin);
if params_len <= 2
    [armt_map, func_map] = ffs_ipwkbz_fibs_get_funcgrid(param_map, support_map); % 1 for override
    default_params = {param_map support_map armt_map func_map};
end

Parse Parameters 1

% if varargin only has param_map and support_map,
[default_params{1:params_len}] = varargin{:};
param_map = [param_map; default_params{1}];
support_map = [support_map; default_params{2}];
if params_len >= 1 && params_len <= 2
    % If override param_map, re-generate armt and func if they are not
    % provided
    [armt_map, func_map] = ffs_ipwkbz_fibs_get_funcgrid(param_map, support_map);
else
    % Override all
    armt_map = default_params{3};
    func_map = default_params{4};
end

% if profile, profile DP + Dist here
support_map('bl_profile_dist') = false;

% append function name
st_func_name = 'ff_ipwkbz_fibs_ds_wrapper';
support_map('st_profile_name_main') = [st_func_name support_map('st_profile_name_main')];
support_map('st_mat_name_main') = [st_func_name support_map('st_mat_name_main')];
support_map('st_img_name_main') = [st_func_name support_map('st_img_name_main')];

Parse Parameters

% param_map
params_group = values(param_map, {'st_analytical_stationary_type'});
[st_analytical_stationary_type] = params_group{:};

% support_map
params_group = values(support_map, ...
    {'st_profile_path', 'st_profile_prefix', 'st_profile_name_main', 'st_profile_suffix','bl_time'});
[st_profile_path, st_profile_prefix, st_profile_name_main, st_profile_suffix, bl_time] = params_group{:};

Start Profiler and Timer

Start Profile

if (it_param_set == 7)
    close all;
    profile off;
    profile on;
end

% Start Timer
if (bl_time)
    tic;
end

Solve DP

result_map = ff_ipwkbz_fibs_vf_vecsv(param_map, support_map, armt_map, func_map);
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Begin: Show all key and value pairs from container
CONTAINER NAME: SUPPORT_MAP
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  Map with properties:

        Count: 47
      KeyType: char
    ValueType: any

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pos = 1 ; key = bl_display ; val = false
pos = 2 ; key = bl_display_defparam ; val = true
pos = 3 ; key = bl_display_dist ; val = false
pos = 4 ; key = bl_display_evf ; val = false
pos = 5 ; key = bl_display_final ; val = false
pos = 6 ; key = bl_display_final_dist ; val = true
pos = 7 ; key = bl_display_final_dist_detail ; val = true
pos = 8 ; key = bl_display_funcgrids ; val = false
pos = 9 ; key = bl_display_infbridge ; val = false
pos = 10 ; key = bl_display_minccost ; val = false
pos = 11 ; key = bl_graph ; val = true
pos = 12 ; key = bl_graph_coh_t_coh ; val = true
pos = 13 ; key = bl_graph_evf ; val = false
pos = 14 ; key = bl_graph_forinf_discrete ; val = true
pos = 15 ; key = bl_graph_forinf_pol_lvl ; val = true
pos = 16 ; key = bl_graph_forinf_pol_pct ; val = true
pos = 17 ; key = bl_graph_funcgrids ; val = false
pos = 18 ; key = bl_graph_funcgrids_detail ; val = false
pos = 19 ; key = bl_graph_onebyones ; val = true
pos = 20 ; key = bl_graph_pol_lvl ; val = false
pos = 21 ; key = bl_graph_pol_pct ; val = false
pos = 22 ; key = bl_graph_val ; val = false
pos = 23 ; key = bl_img_save ; val = false
pos = 24 ; key = bl_mat ; val = false
pos = 25 ; key = bl_post ; val = true
pos = 26 ; key = bl_profile ; val = false
pos = 27 ; key = bl_profile_dist ; val = false
pos = 28 ; key = bl_time ; val = false
pos = 29 ; key = it_display_every ; val = 20
pos = 30 ; key = it_display_final_colmax ; val = 12
pos = 31 ; key = it_display_final_rowmax ; val = 100
pos = 32 ; key = it_display_summmat_colmax ; val = 5
pos = 33 ; key = it_display_summmat_rowmax ; val = 5
pos = 34 ; key = st_img_name_main ; val = ff_ipwkbz_fibs_vf_vecsvff_ipwkbz_fibs_ds_wrapper_default
pos = 35 ; key = st_img_path ; val = C:/Users/fan/CodeDynaAsset//m_fibs//m_ipwkbz_solve/img/
pos = 36 ; key = st_img_prefix ; val = 
pos = 37 ; key = st_img_suffix ; val = _p8.png
pos = 38 ; key = st_mat_name_main ; val = ff_ipwkbz_fibs_vf_vecsvff_ipwkbz_fibs_ds_wrapper_default
pos = 39 ; key = st_mat_path ; val = C:/Users/fan/CodeDynaAsset//m_fibs//m_ipwkbz_solve/mat/
pos = 40 ; key = st_mat_prefix ; val = 
pos = 41 ; key = st_mat_suffix ; val = _p8
pos = 42 ; key = st_matimg_path_root ; val = C:/Users/fan/CodeDynaAsset//m_fibs/
pos = 43 ; key = st_profile_name_main ; val = ff_ipwkbz_fibs_vf_vecsvff_ipwkbz_fibs_ds_wrapper_default
pos = 44 ; key = st_profile_path ; val = C:/Users/fan/CodeDynaAsset//m_fibs//m_ipwkbz_solve/profile/
pos = 45 ; key = st_profile_prefix ; val = 
pos = 46 ; key = st_profile_suffix ; val = _p8
pos = 47 ; 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        1 
    bl_display_dist                  3     3        0 
    bl_display_evf                   4     4        0 
    bl_display_final                 5     5        0 
    bl_display_final_dist            6     6        1 
    bl_display_final_dist_detail     7     7        1 
    bl_display_funcgrids             8     8        0 
    bl_display_infbridge             9     9        0 
    bl_display_minccost             10    10        0 
    bl_graph                        11    11        1 
    bl_graph_coh_t_coh              12    12        1 
    bl_graph_evf                    13    13        0 
    bl_graph_forinf_discrete        14    14        1 
    bl_graph_forinf_pol_lvl         15    15        1 
    bl_graph_forinf_pol_pct         16    16        1 
    bl_graph_funcgrids              17    17        0 
    bl_graph_funcgrids_detail       18    18        0 
    bl_graph_onebyones              19    19        1 
    bl_graph_pol_lvl                20    20        0 
    bl_graph_pol_pct                21    21        0 
    bl_graph_val                    22    22        0 
    bl_img_save                     23    23        0 
    bl_mat                          24    24        0 
    bl_post                         25    25        1 
    bl_profile                      26    26        0 
    bl_profile_dist                 27    27        0 
    bl_time                         28    28        0 
    it_display_every                29    29       20 
    it_display_final_colmax         30    30       12 
    it_display_final_rowmax         31    31      100 
    it_display_summmat_colmax       32    32        5 
    it_display_summmat_rowmax       33    33        5 

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Strings in Container and Sizes and Basic Statistics
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                            i     idx
                            __    ___

    st_img_name_main         1    34 
    st_img_path              2    35 
    st_img_prefix            3    36 
    st_img_suffix            4    37 
    st_mat_name_main         5    38 
    st_mat_path              6    39 
    st_mat_prefix            7    40 
    st_mat_suffix            8    41 
    st_matimg_path_root      9    42 
    st_profile_name_main    10    43 
    st_profile_path         11    44 
    st_profile_prefix       12    45 
    st_profile_suffix       13    46 
    st_title_prefix         14    47 

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

        Count: 33
      KeyType: char
    ValueType: any

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pos = 1 ; key = ar_a ;rown= 1 ,coln= 772
ar_a :mu= 18.6145 ,sd= 22.347 ,min= -20 ,max= 57.2773
               zi_1_C1    zi_2_C2    zi_386_c386    zi_771_c771    zi_772_c772
               _______    _______    ___________    ___________    ___________

    zi_1_r1      -20       -19.9       18.538         57.177         57.277   

pos = 2 ; key = ar_a_meshk ;rown= 772 ,coln= 1
ar_a_meshk :mu= 18.6145 ,sd= 22.347 ,min= -20 ,max= 57.2773
                   zi_1_c1
                   _______

    zi_1_R1           -20 
    zi_2_R2         -19.9 
    zi_386_r386    18.538 
    zi_771_r771    57.177 
    zi_772_r772    57.277 

pos = 3 ; key = ar_a_meshk_ori ;rown= 125000 ,coln= 1
ar_a_meshk_ori :mu= -11.5107 ,sd= 10.6749 ,min= -20 ,max= 49.93
                         zi_1_c1
                         _______

    zi_1_R1                  -20
    zi_2_R2                  -20
    zi_62500_R62500      -19.995
    zi_124999_r124999    -18.504
    zi_125000_r125000     -19.93

pos = 4 ; key = ar_ak_perc ;rown= 1 ,coln= 50
ar_ak_perc :mu= 0.5 ,sd= 0.2969 ,min= 0.001 ,max= 0.999
               zi_1_C1    zi_2_C2     zi_25_c25    zi_49_c49    zi_50_c50
               _______    ________    _________    _________    _________

    zi_1_r1     0.001     0.021367     0.48982      0.97863       0.999  

pos = 5 ; key = ar_ameshk_tnext_with_r ;rown= 125000 ,coln= 1
ar_ameshk_tnext_with_r :mu= -12.4648 ,sd= 11.236 ,min= -21.9 ,max= 51.1782
                         zi_1_c1
                         _______

    zi_1_R1                -21.9
    zi_2_R2                -21.9
    zi_62500_R62500       -21.46
    zi_124999_r124999    -19.727
    zi_125000_r125000    -21.253

pos = 6 ; key = ar_coh_bridge_perc ;rown= 1 ,coln= 10
ar_coh_bridge_perc :mu= 0.5 ,sd= 0.33641 ,min= 0 ,max= 1
               zi_1_C1    zi_2_C2    zi_5_C5    zi_9_C9    zi_10_c10
               _______    _______    _______    _______    _________

    zi_1_r1       0       0.11111    0.44444    0.88889        1    

pos = 7 ; key = ar_forbrblk ;rown= 1 ,coln= 9
ar_forbrblk :mu= -7.0556 ,sd= 6.3809 ,min= -19 ,max= 0
               zi_1_c1    zi_2_c2    zi_5_c5    zi_8_c8    zi_9_c9
               _______    _______    _______    _______    _______

    zi_1_r1      -19       -14.5      -5.5        -1          0   

pos = 8 ; key = ar_forbrblk_r ;rown= 1 ,coln= 9
ar_forbrblk_r :mu= 0.065 ,sd= 0 ,min= 0.065 ,max= 0.065
               zi_1_c1    zi_2_c2    zi_5_c5    zi_8_c8    zi_9_c9
               _______    _______    _______    _______    _______

    zi_1_r1     0.065      0.065      0.065      0.065      0.065 

pos = 9 ; key = ar_interp_c_grid ;rown= 1 ,coln= 772572
ar_interp_c_grid :mu= 38.6486 ,sd= 22.3023 ,min= 0.02 ,max= 77.2773
               zi_1_C1    zi_2_C2    zi_386286_c386286    zi_772571_c772571    zi_772572_c772572
               _______    _______    _________________    _________________    _________________

    zi_1_r1     0.02      0.0201          38.649               77.277               77.277      

pos = 10 ; key = ar_interp_coh_grid ;rown= 1 ,coln= 772
ar_interp_coh_grid :mu= 18.6145 ,sd= 22.347 ,min= -20 ,max= 57.2773
               zi_1_C1    zi_2_C2    zi_386_c386    zi_771_c771    zi_772_c772
               _______    _______    ___________    ___________    ___________

    zi_1_r1      -20       -19.9       18.538         57.177         57.277   

pos = 11 ; key = ar_k_mesha ;rown= 772 ,coln= 1
ar_k_mesha :mu= 0 ,sd= 0 ,min= 0 ,max= 0
                   zi_1_c1
                   _______

    zi_1_R1           0   
    zi_2_R2           0   
    zi_386_r386       0   
    zi_771_r771       0   
    zi_772_r772       0   

pos = 12 ; key = ar_k_mesha_ori ;rown= 125000 ,coln= 1
ar_k_mesha_ori :mu= 8.4893 ,sd= 10.6749 ,min= 0 ,max= 69.93
                         zi_1_c1
                         _______

    zi_1_R1                   0 
    zi_2_R2                   0 
    zi_62500_R62500      4.9091 
    zi_124999_r124999    68.504 
    zi_125000_r125000     69.93 

pos = 13 ; key = ar_stationary ;rown= 1 ,coln= 15
ar_stationary :mu= 0.066667 ,sd= 0.060897 ,min= 0.0027089 ,max= 0.16757
                zi_1_C1      zi_2_C2     zi_8_C8    zi_14_c14    zi_15_c15
               _________    _________    _______    _________    _________

    zi_1_r1    0.0027089    0.0069499    0.16757    0.0069499    0.0027089

pos = 14 ; key = ar_w_level ;rown= 1 ,coln= 700
ar_w_level :mu= 14.9786 ,sd= 20.2441 ,min= -20 ,max= 50
               zi_1_C1    zi_2_C2    zi_350_c350    zi_699_c699    zi_700_c700
               _______    _______    ___________    ___________    ___________

    zi_1_r1      -20       -19.9        14.9           49.9            50     

pos = 15 ; key = ar_w_level_full ;rown= 1 ,coln= 2500
ar_w_level_full :mu= -3.0215 ,sd= 16.2736 ,min= -20 ,max= 50
               zi_1_C1    zi_2_C2    zi_1250_c1250    zi_2499_c2499    zi_2500_c2500
               _______    _______    _____________    _____________    _____________

    zi_1_r1      -20       -19.9        -15.086           49.9              50      

pos = 16 ; key = ar_w_perc ;rown= 1 ,coln= 50
ar_w_perc :mu= 0.5 ,sd= 0.2969 ,min= 0.001 ,max= 0.999
               zi_1_C1    zi_2_C2     zi_25_c25    zi_49_c49    zi_50_c50
               _______    ________    _________    _________    _________

    zi_1_r1     0.001     0.021367     0.48982      0.97863       0.999  

pos = 17 ; key = ar_z ;rown= 1 ,coln= 15
ar_z :mu= 1.1347 ,sd= 0.69878 ,min= 0.34741 ,max= 2.567
               zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
               _______    _______    _______    _________    _________

    zi_1_r1    0.34741    0.40076    0.94436     2.2253        2.567  

pos = 18 ; key = it_ameshk_n ; val = 772
pos = 19 ; key = mt_bl_w_by_interp_coh_interp_grid_wneg ;rown= 50 ,coln= 772
mt_bl_w_by_interp_coh_interp_grid_wneg :mu= 0.60951 ,sd= 0.48787 ,min= 0 ,max= 1
                 zi_1_C1    zi_2_C2    zi_386_c386    zi_771_c771    zi_772_c772
                 _______    _______    ___________    ___________    ___________

    zi_1_R1       true       true         true           true           true    
    zi_2_R2       true       true         true           true           true    
    zi_25_r25     true       true         true           false          false   
    zi_49_r49     true       true         false          false          false   
    zi_50_r50     true       true         false          false          false   

pos = 20 ; key = mt_coh_bridge_perc_mesh_w_level_neg ;rown= 200 ,coln= 10
mt_coh_bridge_perc_mesh_w_level_neg :mu= 0.5 ,sd= 0.31922 ,min= 0 ,max= 1
                   zi_1_C1    zi_2_C2    zi_5_C5    zi_9_C9    zi_10_c10
                   _______    _______    _______    _______    _________

    zi_1_R1           0       0.11111    0.44444    0.88889        1    
    zi_2_R2           0       0.11111    0.44444    0.88889        1    
    zi_100_r100       0       0.11111    0.44444    0.88889        1    
    zi_199_r199       0       0.11111    0.44444    0.88889        1    
    zi_200_r200       0       0.11111    0.44444    0.88889        1    

pos = 21 ; key = mt_coh_w_perc_ratio_wneg ;rown= 23527 ,coln= 1
mt_coh_w_perc_ratio_wneg :mu= 0.72495 ,sd= 0.37217 ,min= 0 ,max= 1
                       zi_1_c1
                       _______

    zi_1_R1               0   
    zi_2_R2               0   
    zi_11764_r11764       1   
    zi_23526_r23526       1   
    zi_23527_r23527       1   

pos = 22 ; key = mt_coh_wkb ;rown= 772 ,coln= 15
mt_coh_wkb :mu= 18.6145 ,sd= 22.3335 ,min= -20 ,max= 57.2773
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1           -20        -20        -20         -20          -20  
    zi_2_R2         -19.9      -19.9      -19.9       -19.9        -19.9  
    zi_386_r386    18.538     18.538     18.538      18.538       18.538  
    zi_771_r771    57.177     57.177     57.177      57.177       57.177  
    zi_772_r772    57.277     57.277     57.277      57.277       57.277  

pos = 23 ; key = mt_coh_wkb_ori ;rown= 125000 ,coln= 15
mt_coh_wkb_ori :mu= -2.1349 ,sd= 16.853 ,min= -21.4564 ,max= 57.2773
                         zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                         _______    _______    _______    _________    _________

    zi_1_R1              -21.456    -21.456    -21.456     -21.456      -21.456 
    zi_2_R2              -21.456    -21.456    -21.456     -21.456      -21.456 
    zi_62500_R62500      -15.884    -15.789    -14.825     -12.554      -11.948 
    zi_124999_r124999     45.332     45.576     48.066      53.932       55.497 
    zi_125000_r125000     45.129     45.375     47.883      53.793        55.37 

pos = 24 ; key = mt_interp_coh_grid_mesh_w_perc ;rown= 50 ,coln= 772
mt_interp_coh_grid_mesh_w_perc :mu= 18.6145 ,sd= 22.3329 ,min= -20 ,max= 57.2773
                 zi_1_C1    zi_2_C2    zi_386_c386    zi_771_c771    zi_772_c772
                 _______    _______    ___________    ___________    ___________

    zi_1_R1        -20       -19.9       18.538         57.177         57.277   
    zi_2_R2        -20       -19.9       18.538         57.177         57.277   
    zi_25_r25      -20       -19.9       18.538         57.177         57.277   
    zi_49_r49      -20       -19.9       18.538         57.177         57.277   
    zi_50_r50      -20       -19.9       18.538         57.177         57.277   

pos = 25 ; key = mt_interp_coh_grid_mesh_z ;rown= 772 ,coln= 15
mt_interp_coh_grid_mesh_z :mu= 18.6145 ,sd= 22.3335 ,min= -20 ,max= 57.2773
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1           -20        -20        -20         -20          -20  
    zi_2_R2         -19.9      -19.9      -19.9       -19.9        -19.9  
    zi_386_r386    18.538     18.538     18.538      18.538       18.538  
    zi_771_r771    57.177     57.177     57.177      57.177       57.177  
    zi_772_r772    57.277     57.277     57.277      57.277       57.277  

pos = 26 ; key = mt_k ;rown= 50 ,coln= 2500
mt_k :mu= 8.4893 ,sd= 10.6749 ,min= 0 ,max= 69.93
                 zi_1_C1     zi_2_C2      zi_1250_c1250    zi_2499_c2499    zi_2500_c2500
                 _______    __________    _____________    _____________    _____________

    zi_1_R1         0       0.00010029      0.004914          0.0699             0.07    
    zi_2_R2         0        0.0021429         0.105          1.4936           1.4957    
    zi_25_r25       0         0.049122         2.407          34.238           34.287    
    zi_49_r49       0         0.098144         4.809          68.406           68.504    
    zi_50_r50       0          0.10019        4.9091           69.83            69.93    

pos = 27 ; key = mt_w_by_interp_coh_interp_grid ;rown= 50 ,coln= 772
mt_w_by_interp_coh_interp_grid :mu= -0.69276 ,sd= 17.2218 ,min= -20 ,max= 57.2
                 zi_1_C1    zi_2_C2    zi_386_c386    zi_771_c771    zi_772_c772
                 _______    _______    ___________    ___________    ___________

    zi_1_R1        -20          -20      -19.961        -19.923        -19.923  
    zi_2_R2        -20      -19.998      -19.177        -18.351        -18.349  
    zi_25_r25      -20      -19.951      -1.1233         17.803         17.852  
    zi_49_r49      -20      -19.902       17.715         55.528         55.626  
    zi_50_r50      -20        -19.9         18.5           57.1           57.2  

pos = 28 ; key = mt_w_by_interp_coh_interp_grid_wneg ;rown= 23527 ,coln= 1
mt_w_by_interp_coh_interp_grid_wneg :mu= -12.2397 ,sd= 5.8332 ,min= -20 ,max= -0.00091541
                       zi_1_c1
                       _______

    zi_1_R1                -20
    zi_2_R2                -20
    zi_11764_r11764     -4.474
    zi_23526_r23526    -2.6095
    zi_23527_r23527    -1.0355

pos = 29 ; key = mt_w_by_interp_coh_interp_grid_wpos ;rown= 15073 ,coln= 1
mt_w_by_interp_coh_interp_grid_wpos :mu= 17.3305 ,sd= 13.1706 ,min= 0.0036274 ,max= 57.2
                       zi_1_c1 
                       ________

    zi_1_R1            0.051944
    zi_2_R2              0.1522
    zi_7537_R7537        13.967
    zi_15072_r15072      55.626
    zi_15073_r15073        57.2

pos = 30 ; key = mt_w_level_neg_mesh_coh_bridge_perc ;rown= 200 ,coln= 10
mt_w_level_neg_mesh_coh_bridge_perc :mu= -10.0215 ,sd= 5.7914 ,min= -20 ,max= -0.04298
                   zi_1_C1     zi_2_C2     zi_5_C5     zi_9_C9     zi_10_c10
                   ________    ________    ________    ________    _________

    zi_1_R1             -20         -20         -20         -20         -20 
    zi_2_R2           -19.9       -19.9       -19.9       -19.9       -19.9 
    zi_100_r100     -10.072     -10.072     -10.072     -10.072     -10.072 
    zi_199_r199    -0.14327    -0.14327    -0.14327    -0.14327    -0.14327 
    zi_200_r200    -0.04298    -0.04298    -0.04298    -0.04298    -0.04298 

pos = 31 ; key = mt_z_mesh_coh_interp_grid ;rown= 772 ,coln= 15
mt_z_mesh_coh_interp_grid :mu= 1.1347 ,sd= 0.67511 ,min= 0.34741 ,max= 2.567
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1        0.34741    0.40076    0.94436     2.2253        2.567  
    zi_2_R2        0.34741    0.40076    0.94436     2.2253        2.567  
    zi_386_r386    0.34741    0.40076    0.94436     2.2253        2.567  
    zi_771_r771    0.34741    0.40076    0.94436     2.2253        2.567  
    zi_772_r772    0.34741    0.40076    0.94436     2.2253        2.567  

pos = 32 ; key = mt_z_mesh_coh_wkb ;rown= 125000 ,coln= 15
mt_z_mesh_coh_wkb :mu= 1.1347 ,sd= 0.67508 ,min= 0.34741 ,max= 2.567
                         zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                         _______    _______    _______    _________    _________

    zi_1_R1              0.34741    0.40076    0.94436     2.2253        2.567  
    zi_2_R2              0.34741    0.40076    0.94436     2.2253        2.567  
    zi_62500_R62500      0.34741    0.40076    0.94436     2.2253        2.567  
    zi_124999_r124999    0.34741    0.40076    0.94436     2.2253        2.567  
    zi_125000_r125000    0.34741    0.40076    0.94436     2.2253        2.567  

pos = 33 ; key = mt_z_trans ;rown= 15 ,coln= 15
mt_z_trans :mu= 0.066667 ,sd= 0.095337 ,min= 0 ,max= 0.27902
                  zi_1_C1       zi_2_C2       zi_8_C8      zi_14_c14     zi_15_c15 
                 __________    __________    __________    __________    __________

    zi_1_R1         0.26016       0.26831    0.00012823    1.1102e-15             0
    zi_2_R2         0.11232       0.19622    0.00098855    9.3592e-14    3.3307e-16
    zi_8_R8      1.7181e-06    4.1008e-05       0.27902    4.1008e-05    1.7181e-06
    zi_14_r14     3.474e-16    9.3597e-14    0.00098855       0.19622       0.11232
    zi_15_r15    2.7412e-18    1.1057e-15    0.00012823       0.26831       0.26016

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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_a                                       1     1            1           772      18.614      22.347          -20         57.277
    ar_a_meshk                                 2     2          772             1      18.614      22.347          -20         57.277
    ar_a_meshk_ori                             3     3     1.25e+05             1     -11.511      10.675          -20          49.93
    ar_ak_perc                                 4     4            1            50         0.5      0.2969        0.001          0.999
    ar_ameshk_tnext_with_r                     5     5     1.25e+05             1     -12.465      11.236        -21.9         51.178
    ar_coh_bridge_perc                         6     6            1            10         0.5     0.33641            0              1
    ar_forbrblk                                7     7            1             9     -7.0556      6.3809          -19              0
    ar_forbrblk_r                              8     8            1             9       0.065           0        0.065          0.065
    ar_interp_c_grid                           9     9            1    7.7257e+05      38.649      22.302         0.02         77.277
    ar_interp_coh_grid                        10    10            1           772      18.614      22.347          -20         57.277
    ar_k_mesha                                11    11          772             1           0           0            0              0
    ar_k_mesha_ori                            12    12     1.25e+05             1      8.4893      10.675            0          69.93
    ar_stationary                             13    13            1            15    0.066667    0.060897    0.0027089        0.16757
    ar_w_level                                14    14            1           700      14.979      20.244          -20             50
    ar_w_level_full                           15    15            1          2500     -3.0215      16.274          -20             50
    ar_w_perc                                 16    16            1            50         0.5      0.2969        0.001          0.999
    ar_z                                      17    17            1            15      1.1347     0.69878      0.34741          2.567
    mt_bl_w_by_interp_coh_interp_grid_wneg    18    19           50           772     0.60951     0.48787            0              1
    mt_coh_bridge_perc_mesh_w_level_neg       19    20          200            10         0.5     0.31922            0              1
    mt_coh_w_perc_ratio_wneg                  20    21        23527             1     0.72495     0.37217            0              1
    mt_coh_wkb                                21    22          772            15      18.614      22.334          -20         57.277
    mt_coh_wkb_ori                            22    23     1.25e+05            15     -2.1349      16.853      -21.456         57.277
    mt_interp_coh_grid_mesh_w_perc            23    24           50           772      18.614      22.333          -20         57.277
    mt_interp_coh_grid_mesh_z                 24    25          772            15      18.614      22.334          -20         57.277
    mt_k                                      25    26           50          2500      8.4893      10.675            0          69.93
    mt_w_by_interp_coh_interp_grid            26    27           50           772    -0.69276      17.222          -20           57.2
    mt_w_by_interp_coh_interp_grid_wneg       27    28        23527             1      -12.24      5.8332          -20    -0.00091541
    mt_w_by_interp_coh_interp_grid_wpos       28    29        15073             1       17.33      13.171    0.0036274           57.2
    mt_w_level_neg_mesh_coh_bridge_perc       29    30          200            10     -10.021      5.7914          -20       -0.04298
    mt_z_mesh_coh_interp_grid                 30    31          772            15      1.1347     0.67511      0.34741          2.567
    mt_z_mesh_coh_wkb                         31    32     1.25e+05            15      1.1347     0.67508      0.34741          2.567
    mt_z_trans                                32    33           15            15    0.066667    0.095337            0        0.27902

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Scalars in Container and Sizes and Basic Statistics
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                   i    idx    value
                   _    ___    _____

    it_ameshk_n    1    18      772 

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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 = 1 ; key = bl_b_is_principle ; val = true
pos = 2 ; key = bl_bridge ; val = true
pos = 3 ; key = bl_default ; val = true
pos = 4 ; key = bl_rollover ; val = true
pos = 5 ; key = fl_Amean ; val = 1
pos = 6 ; key = fl_alpha ; val = 0.36
pos = 7 ; key = fl_b_bd ; val = -20
pos = 8 ; key = fl_beta ; val = 0.94
pos = 9 ; key = fl_c_min ; val = 0.02
pos = 10 ; key = fl_coh_interp_grid_gap ; val = 0.1
pos = 11 ; key = fl_crra ; val = 1.5
pos = 12 ; key = fl_default_wprime ; val = 0
pos = 13 ; key = fl_delta ; val = 0.08
pos = 14 ; key = fl_forbrblk_brleast ; val = -1
pos = 15 ; key = fl_forbrblk_brmost ; val = -19
pos = 16 ; key = fl_forbrblk_gap ; val = -1.5
pos = 17 ; key = fl_k_max ; val = 70
pos = 18 ; key = fl_k_min ; val = 0
pos = 19 ; key = fl_nan_replace ; val = -9999
pos = 20 ; key = fl_r_fbr ; val = 0.065
pos = 21 ; key = fl_r_fsv ; val = 0.025
pos = 22 ; key = fl_r_inf ; val = 0.095
pos = 23 ; key = fl_tol_dist ; val = 1e-05
pos = 24 ; key = fl_tol_pol ; val = 1e-05
pos = 25 ; key = fl_tol_val ; val = 1e-05
pos = 26 ; key = fl_w ; val = 0.44365
pos = 27 ; key = fl_w_interp_grid_gap ; val = 0.1
pos = 28 ; key = fl_w_max ; val = 50
pos = 29 ; key = fl_w_min ; val = -20
pos = 30 ; key = fl_z_mu ; val = 0
pos = 31 ; key = fl_z_rho ; val = 0.8
pos = 32 ; key = fl_z_sig ; val = 0.2
pos = 33 ; key = it_ak_perc_n ; val = 50
pos = 34 ; key = it_c_interp_grid_gap ; val = 0.0001
pos = 35 ; key = it_coh_bridge_perc_n ; val = 10
pos = 36 ; key = it_maxiter_dist ; val = 1000
pos = 37 ; key = it_maxiter_val ; val = 250
pos = 38 ; key = it_tol_pol_nochange ; val = 25
pos = 39 ; key = it_w_perc_n ; val = 50
pos = 40 ; key = it_z_n ; val = 15
pos = 41 ; key = st_analytical_stationary_type ; val = eigenvector
pos = 42 ; key = st_forbrblk_type ; val = seg3
pos = 43 ; key = st_model ; val = ipwkbz_fibs
----------------------------------------
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Scalars in Container and Sizes and Basic Statistics
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                              i     idx     value 
                              __    ___    _______

    bl_b_is_principle          1     1           1
    bl_bridge                  2     2           1
    bl_default                 3     3           1
    bl_rollover                4     4           1
    fl_Amean                   5     5           1
    fl_alpha                   6     6        0.36
    fl_b_bd                    7     7         -20
    fl_beta                    8     8        0.94
    fl_c_min                   9     9        0.02
    fl_coh_interp_grid_gap    10    10         0.1
    fl_crra                   11    11         1.5
    fl_default_wprime         12    12           0
    fl_delta                  13    13        0.08
    fl_forbrblk_brleast       14    14          -1
    fl_forbrblk_brmost        15    15         -19
    fl_forbrblk_gap           16    16        -1.5
    fl_k_max                  17    17          70
    fl_k_min                  18    18           0
    fl_nan_replace            19    19       -9999
    fl_r_fbr                  20    20       0.065
    fl_r_fsv                  21    21       0.025
    fl_r_inf                  22    22       0.095
    fl_tol_dist               23    23       1e-05
    fl_tol_pol                24    24       1e-05
    fl_tol_val                25    25       1e-05
    fl_w                      26    26     0.44365
    fl_w_interp_grid_gap      27    27         0.1
    fl_w_max                  28    28          50
    fl_w_min                  29    29         -20
    fl_z_mu                   30    30           0
    fl_z_rho                  31    31         0.8
    fl_z_sig                  32    32         0.2
    it_ak_perc_n              33    33          50
    it_c_interp_grid_gap      34    34      0.0001
    it_coh_bridge_perc_n      35    35          10
    it_maxiter_dist           36    36        1000
    it_maxiter_val            37    37         250
    it_tol_pol_nochange       38    38          25
    it_w_perc_n               39    39          50
    it_z_n                    40    40          15

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Strings in Container and Sizes and Basic Statistics
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                                     i    idx
                                     _    ___

    st_analytical_stationary_type    1    41 
    st_forbrblk_type                 2    42 
    st_model                         3    43 

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

        Count: 9
      KeyType: char
    ValueType: any

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pos = 1 ; key = f_coh ; val = @(z,b_with_r,k)(f_prod(z,k)+k*(1-fl_delta)+fl_w+b_with_r)
pos = 2 ; key = f_coh_fbis ; val = @(fl_r_inf,ar_for_borr,ar_inf_borr,ar_for_save)(ar_for_borr.*(1+fl_r_fbr)+ar_inf_borr.*(1+fl_r_inf)+ar_for_save.*(1+fl_r_fsv))
pos = 3 ; key = f_coh_save ; val = @(b)(b.*(1+fl_r_fsv))
pos = 4 ; key = f_cons ; val = @(coh,bprime,kprime)(coh-kprime-bprime)
pos = 5 ; key = f_inc ; val = @(z,k,fl_r_inf,ar_for_borr,ar_inf_borr,ar_for_save)(f_prod(z,k)-(fl_delta)*k+fl_w+(ar_for_borr.*(fl_r_fbr)+ar_inf_borr.*(fl_r_inf)+ar_for_save.*(fl_r_fsv)))
pos = 6 ; key = f_prod ; val = @(z,k)((fl_Amean.*(z)).*(k.^(fl_alpha)))
pos = 7 ; key = f_util_crra ; val = @(c)(((c).^(1-fl_crra)-1)./(1-fl_crra))
pos = 8 ; key = f_util_log ; val = @(c)log(c)
pos = 9 ; key = f_util_standin ; val = @(z,b,k)f_util_log((f_coh(z,b,k)-fl_b_bd).*((f_coh(z,b,k)-fl_b_bd)>fl_c_min)+fl_c_min.*((f_coh(z,b,k)-fl_b_bd)<=fl_c_min))
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Scalars in Container and Sizes and Basic Statistics
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                      i    idx    xFunction
                      _    ___    _________

    f_coh             1     1         1    
    f_coh_fbis        2     2         2    
    f_coh_save        3     3         3    
    f_cons            4     4         4    
    f_inc             5     5         5    
    f_prod            6     6         6    
    f_util_crra       7     7         7    
    f_util_log        8     8         8    
    f_util_standin    9     9         9    

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

        Count: 22
      KeyType: char
    ValueType: any

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pos = 1 ; key = ar_pol_diff_norm ;rown= 134 ,coln= 1
ar_pol_diff_norm :mu= 59.0582 ,sd= 291.5504 ,min= 0 ,max= 2459.833
                   zi_1_c1
                   _______

    zi_1_R1        2146.7 
    zi_2_R2        2459.8 
    zi_67_R67      4.3583 
    zi_133_r133         0 
    zi_134_r134         0 

pos = 2 ; key = ar_st_pol_names ; val = cl_mt_coh cl_mt_pol_a cl_mt_pol_k cl_mt_pol_c cl_mt_pol_a_principleonly cl_mt_pol_b_bridge cl_mt_pol_inf_borr_nobridge cl_mt_pol_for_borr cl_mt_pol_for_save
pos = 3 ; key = ar_val_diff_norm ;rown= 134 ,coln= 1
ar_val_diff_norm :mu= 10.1341 ,sd= 29.0738 ,min= 0.0019946 ,max= 179.6801
                    zi_1_c1 
                   _________

    zi_1_R1           179.68
    zi_2_R2           173.03
    zi_67_R67        0.10409
    zi_133_r133    0.0021208
    zi_134_r134    0.0019946

pos = 4 ; key = cl_mt_coh ;rown= 772 ,coln= 15
cl_mt_coh :mu= 18.6145 ,sd= 22.3335 ,min= -20 ,max= 57.2773
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1           -20        -20        -20         -20          -20  
    zi_2_R2         -19.9      -19.9      -19.9       -19.9        -19.9  
    zi_386_r386    18.538     18.538     18.538      18.538       18.538  
    zi_771_r771    57.177     57.177     57.177      57.177       57.177  
    zi_772_r772    57.277     57.277     57.277      57.277       57.277  

pos = 5 ; key = cl_mt_cons ;rown= 772 ,coln= 15
cl_mt_cons :mu= 2.9386 ,sd= 2.4524 ,min= -18.5689 ,max= 7.2187
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1        -18.569    -18.569    -18.498     -18.345      -18.243 
    zi_2_R2        -18.476    -18.476    -18.404     -18.252       -18.15 
    zi_386_r386     2.0458     2.0458     2.9572      3.1732       3.1732 
    zi_771_r771     6.7426     6.7779     6.8836      7.1507       7.2009 
    zi_772_r772     6.7507      6.786     6.8805       7.139       7.2096 

pos = 6 ; key = cl_mt_pol_a ;rown= 772 ,coln= 15
cl_mt_pol_a :mu= 9.0004 ,sd= 20.2258 ,min= -21.8995 ,max= 50.3606
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1        -2.6731    -2.6731    -5.5958     -11.859      -16.034 
    zi_2_R2        -2.6661    -2.6661    -5.5888     -11.852      -16.027 
    zi_386_r386     14.248     14.248      9.064      0.2057       0.2057 
    zi_771_r771     48.955     47.509     43.173      32.223       30.163 
    zi_772_r772     49.045     47.598     43.723      33.124       30.229 

pos = 7 ; key = cl_mt_pol_a_principleonly ;rown= 772 ,coln= 15
cl_mt_pol_a_principleonly :mu= 9.0279 ,sd= 19.4169 ,min= -19.9995 ,max= 49.1323
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1        -1.242     -1.242     -4.0935     -10.204      -14.277 
    zi_2_R2        -1.242     -1.242     -4.0935     -10.204      -14.277 
    zi_386_r386      13.9       13.9       8.843     0.20069      0.20069 
    zi_771_r771    47.761     46.351       42.12      31.437       29.428 
    zi_772_r772    47.849     46.437      42.656      32.316       29.492 

pos = 8 ; key = cl_mt_pol_b_bridge ;rown= 772 ,coln= 15
cl_mt_pol_b_bridge :mu= -2.5943 ,sd= 5.2867 ,min= -20 ,max= 0
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1           -20        -20        -20         -20          -20  
    zi_2_R2         -19.9      -19.9      -19.9       -19.9        -19.9  
    zi_386_r386         0          0          0           0            0  
    zi_771_r771         0          0          0           0            0  
    zi_772_r772         0          0          0           0            0  

pos = 9 ; key = cl_mt_pol_c ;rown= 772 ,coln= 15
cl_mt_pol_c :mu= 2.9111 ,sd= 2.8378 ,min= -20 ,max= 7.9469
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1           -20        -20        -20         -20          -20  
    zi_2_R2         -19.9      -19.9      -19.9       -19.9        -19.9  
    zi_386_r386    2.3933     2.3933     3.1782      3.1782       3.1782  
    zi_771_r771    7.9366     7.9366     7.9366      7.9366       7.9366  
    zi_772_r772    7.9469     7.9469     7.9469      7.9469       7.9469  

pos = 10 ; key = cl_mt_pol_for_borr ;rown= 772 ,coln= 15
cl_mt_pol_for_borr :mu= -1.6766 ,sd= 2.9877 ,min= -14.5 ,max= 0
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1           0          0          0           0            0    
    zi_2_R2           0          0          0           0            0    
    zi_386_r386       0          0          0           0            0    
    zi_771_r771       0          0          0           0            0    
    zi_772_r772       0          0          0           0            0    

pos = 11 ; key = cl_mt_pol_for_save ;rown= 772 ,coln= 15
cl_mt_pol_for_save :mu= 13.3636 ,sd= 14.7352 ,min= 0 ,max= 49.1323
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1        18.758     18.758     15.907       9.7963       5.7229 
    zi_2_R2        18.658     18.658     15.806        9.696       5.6225 
    zi_386_r386      13.9       13.9      8.843      0.20069      0.20069 
    zi_771_r771    47.761     46.351      42.12       31.437       29.428 
    zi_772_r772    47.849     46.437     42.656       32.316       29.492 

pos = 12 ; key = cl_mt_pol_inf_borr_nobridge ;rown= 772 ,coln= 15
cl_mt_pol_inf_borr_nobridge :mu= -0.064717 ,sd= 0.20137 ,min= -2.533 ,max= 0
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1           0          0          0           0            0    
    zi_2_R2           0          0          0           0            0    
    zi_386_r386       0          0          0           0            0    
    zi_771_r771       0          0          0           0            0    
    zi_772_r772       0          0          0           0            0    

pos = 13 ; key = cl_mt_pol_k ;rown= 772 ,coln= 15
cl_mt_pol_k :mu= 6.6755 ,sd= 5.1921 ,min= 5.018e-07 ,max= 22.2439
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1         1.242      1.242     4.0935      10.204       14.277  
    zi_2_R2         1.242      1.242     4.0935      10.204       14.277  
    zi_386_r386    2.2447     2.2447     6.5171      15.159       15.159  
    zi_771_r771    1.4795     2.8897     7.1204      17.803       19.813  
    zi_772_r772    1.4814     2.8935     6.6741      17.014       19.838  

pos = 14 ; key = mt_it_b_bridge_idx ;rown= 772 ,coln= 15
mt_it_b_bridge_idx :mu= 0.25907 ,sd= 0.43814 ,min= 0 ,max= 1
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1         true       true       true        true         true   
    zi_2_R2         true       true       true        true         true   
    zi_386_r386     false      false      false       false        false  
    zi_771_r771     false      false      false       false        false  
    zi_772_r772     false      false      false       false        false  

pos = 15 ; key = mt_it_for_only_nbdg ;rown= 772 ,coln= 15
mt_it_for_only_nbdg :mu= 0 ,sd= 0 ,min= 0 ,max= 0
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1         false      false      false       false        false  
    zi_2_R2         false      false      false       false        false  
    zi_386_r386     false      false      false       false        false  
    zi_771_r771     false      false      false       false        false  
    zi_772_r772     false      false      false       false        false  

pos = 16 ; key = mt_it_fr_brrsv_nbdg ;rown= 772 ,coln= 15
mt_it_fr_brrsv_nbdg :mu= 0.12513 ,sd= 0.33088 ,min= 0 ,max= 1
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1         false      false      false       false        false  
    zi_2_R2         false      false      false       false        false  
    zi_386_r386     false      false      false       false        false  
    zi_771_r771     false      false      false       false        false  
    zi_772_r772     false      false      false       false        false  

pos = 17 ; key = mt_it_frin_brr_nbdg ;rown= 772 ,coln= 15
mt_it_frin_brr_nbdg :mu= 0.20717 ,sd= 0.40529 ,min= 0 ,max= 1
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1         false      false      false       false        false  
    zi_2_R2         false      false      false       false        false  
    zi_386_r386     false      false      false       false        false  
    zi_771_r771     false      false      false       false        false  
    zi_772_r772     false      false      false       false        false  

pos = 18 ; key = mt_it_frmsavng_only ;rown= 772 ,coln= 15
mt_it_frmsavng_only :mu= 0.65078 ,sd= 0.47675 ,min= 0 ,max= 1
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1         true       true       true        true         true   
    zi_2_R2         true       true       true        true         true   
    zi_386_r386     true       true       true        true         true   
    zi_771_r771     true       true       true        true         true   
    zi_772_r772     true       true       true        true         true   

pos = 19 ; key = mt_it_inf_only_nbdg ;rown= 772 ,coln= 15
mt_it_inf_only_nbdg :mu= 0.016926 ,sd= 0.129 ,min= 0 ,max= 1
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1         false      false      false       false        false  
    zi_2_R2         false      false      false       false        false  
    zi_386_r386     false      false      false       false        false  
    zi_771_r771     false      false      false       false        false  
    zi_772_r772     false      false      false       false        false  

pos = 20 ; key = mt_pol_idx ;rown= 772 ,coln= 15
mt_pol_idx :mu= 19318.9907 ,sd= 11146.9295 ,min= 1 ,max= 38595
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1             1          1          1           1            1  
    zi_2_R2            91         91         91          91           91  
    zi_386_r386     19297      19297      19296       19296        19296  
    zi_771_r771     38545      38545      38545       38545        38545  
    zi_772_r772     38595      38595      38595       38595        38595  

pos = 21 ; key = mt_pol_perc_change ;rown= 134 ,coln= 15
mt_pol_perc_change :mu= 0.08872 ,sd= 0.24528 ,min= 0 ,max= 1
                   zi_1_C1     zi_2_C2      zi_8_C8     zi_14_c14    zi_15_c15
                   _______    _________    _________    _________    _________

    zi_1_R1           1               1            1        1            1    
    zi_2_R2           1               1            1        1            1    
    zi_67_R67         0       0.0025907    0.0025907        0            0    
    zi_133_r133       0               0            0        0            0    
    zi_134_r134       0               0            0        0            0    

pos = 22 ; key = mt_val ;rown= 772 ,coln= 15
mt_val :mu= 8.8006 ,sd= 6.7928 ,min= -9.0197 ,max= 16.6004
                   zi_1_C1    zi_2_C2    zi_8_C8    zi_14_c14    zi_15_c15
                   _______    _______    _______    _________    _________

    zi_1_R1        -9.0197    -8.7783    -6.7989     -4.0898      -3.6315 
    zi_2_R2        -9.0197    -8.7783    -6.7989     -4.0898      -3.6315 
    zi_386_r386     10.299     10.402     11.296      12.613       12.845 
    zi_771_r771     15.415     15.457     15.839      16.475       16.595 
    zi_772_r772     15.423     15.466     15.847      16.481         16.6 

----------------------------------------
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Matrix in Container and Sizes and Basic Statistics
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                                   i     idx    rowN    colN      mean         std         min        max  
                                   __    ___    ____    ____    _________    _______    _________    ______

    ar_pol_diff_norm                1     1     134       1        59.058     291.55            0    2459.8
    ar_val_diff_norm                2     3     134       1        10.134     29.074    0.0019946    179.68
    cl_mt_coh                       3     4     772      15        18.614     22.334          -20    57.277
    cl_mt_cons                      4     5     772      15        2.9386     2.4524      -18.569    7.2187
    cl_mt_pol_a                     5     6     772      15        9.0004     20.226      -21.899    50.361
    cl_mt_pol_a_principleonly       6     7     772      15        9.0279     19.417      -19.999    49.132
    cl_mt_pol_b_bridge              7     8     772      15       -2.5943     5.2867          -20         0
    cl_mt_pol_c                     8     9     772      15        2.9111     2.8378          -20    7.9469
    cl_mt_pol_for_borr              9    10     772      15       -1.6766     2.9877        -14.5         0
    cl_mt_pol_for_save             10    11     772      15        13.364     14.735            0    49.132
    cl_mt_pol_inf_borr_nobridge    11    12     772      15     -0.064717    0.20137       -2.533         0
    cl_mt_pol_k                    12    13     772      15        6.6755     5.1921    5.018e-07    22.244
    mt_it_b_bridge_idx             13    14     772      15       0.25907    0.43814            0         1
    mt_it_for_only_nbdg            14    15     772      15             0          0            0         0
    mt_it_fr_brrsv_nbdg            15    16     772      15       0.12513    0.33088            0         1
    mt_it_frin_brr_nbdg            16    17     772      15       0.20717    0.40529            0         1
    mt_it_frmsavng_only            17    18     772      15       0.65078    0.47675            0         1
    mt_it_inf_only_nbdg            18    19     772      15      0.016926      0.129            0         1
    mt_pol_idx                     19    20     772      15         19319      11147            1     38595
    mt_pol_perc_change             20    21     134      15       0.08872    0.24528            0         1
    mt_val                         21    22     772      15        8.8006     6.7928      -9.0197      16.6

----------------------------------------
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Strings in Container and Sizes and Basic Statistics
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
                       i    idx
                       _    ___

    ar_st_pol_names    1     2 

Derive Distribution

if (strcmp(st_analytical_stationary_type, 'loop'))

    result_map = ff_iwkz_ds(param_map, support_map, armt_map, func_map, result_map);

elseif (strcmp(st_analytical_stationary_type, 'vector'))

    result_map = ff_iwkz_ds_vec(param_map, support_map, armt_map, func_map, result_map);

elseif (strcmp(st_analytical_stationary_type, 'eigenvector'))

    result_map = ff_iwkz_ds_vecsv(param_map, support_map, armt_map, func_map, result_map);

end
----------------------------------------
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Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    4.2154

fl_choice_sd
    5.3811

fl_choice_coefofvar
    1.2765

fl_choice_prob_zero
    0.0018

fl_choice_prob_below_zero
    0.1462

fl_choice_prob_above_zero
    0.8520

fl_choice_prob_max
   4.8652e-14

tb_prob_drv
    percentiles    cl_mt_cohPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    _________________________    ________________________________

        0.1                     -20                        -0.018692            
          1                 -15.885                        -0.044911            
          5                 -4.8456                         -0.13205            
         10                 -1.2327                         -0.16184            
         15                0.072016                         -0.16769            
         20                  1.0756                          -0.1601            
         25                  1.9789                         -0.14057            
         35                  3.3839                         -0.07585            
         50                  4.9897                         0.080511            
         65                  6.0936                          0.28601            
         75                  6.6958                          0.43497            
         80                  7.1976                          0.51394            
         85                  8.0005                          0.59497            
         90                  9.4055                          0.69666            
         95                  11.915                          0.82076            
         99                  17.434                          0.95241            
       99.9                   24.66                          0.99368            

----------------------------------------
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Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
   -2.2625

fl_choice_sd
    4.2041

fl_choice_coefofvar
   -1.8582

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
    0.6976

fl_choice_prob_above_zero
    0.3024

fl_choice_prob_max
   1.9198e-31

tb_prob_drv
    percentiles    cl_mt_pol_aPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ___________________________    ________________________________

        0.1                   -21.868                         0.011209            
          1                   -21.289                         0.096234            
          5                   -10.075                          0.35557            
         10                   -6.4006                          0.52716            
         15                   -5.3924                          0.65861            
         20                   -4.3146                          0.75869            
         25                   -3.7652                          0.85118            
         35                   -2.6152                          0.97527            
         50                   -1.0396                           1.0806            
         65                 -0.054437                           1.1095            
         75                  0.069262                           1.1089            
         80                   0.14091                           1.1065            
         85                    0.2255                           1.1024            
         90                   0.33883                           1.0966            
         95                     1.314                           1.0833            
         99                    5.3232                           1.0344            
       99.9                    11.032                           1.0058            

----------------------------------------
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Summary Statistics for: cl_mt_pol_k
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    4.6377

fl_choice_sd
    2.1417

fl_choice_coefofvar
    0.4618

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   1.2794e-12

tb_prob_drv
    percentiles    cl_mt_pol_kPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ___________________________    ________________________________

        0.1                1.6058e-06                        3.6144e-10           
          1                    1.3094                         0.0015814           
          5                    2.0134                          0.016558           
         10                    2.4614                          0.041031           
         15                     2.766                          0.069264           
         20                    2.9165                          0.099949           
         25                    3.1758                           0.13239           
         35                    3.7035                           0.20817           
         50                    4.3859                           0.33775           
         65                    4.8356                           0.48535           
         75                    5.5122                           0.59607           
         80                    5.8438                           0.65859           
         85                    6.5082                           0.72564           
         90                    7.3665                           0.79971           
         95                    8.8618                           0.88401           
         99                    12.023                           0.97011           
       99.9                    15.791                           0.99611           

----------------------------------------
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Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.6678

fl_choice_sd
    1.4450

fl_choice_coefofvar
    0.8664

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
    0.0039

fl_choice_prob_above_zero
    0.9961

fl_choice_prob_max
   4.8652e-14

tb_prob_drv
    percentiles    cl_mt_pol_cPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ___________________________    ________________________________

        0.1                     -20                          -0.047246            
          1                  1.1032                          -0.042073            
          5                  1.1967                          -0.013506            
         10                   1.259                           0.022025            
         15                  1.3151                            0.06058            
         20                  1.3649                            0.10137            
         25                  1.4086                            0.14321            
         35                  1.4862                            0.22865            
         50                  1.5768                            0.36961            
         65                  1.6579                            0.51236            
         75                  2.1933                            0.64619            
         80                  2.2347                            0.70613            
         85                  2.3092                            0.77172            
         90                  2.4251                            0.83867            
         95                   2.632                            0.91207            
         99                  3.1286                            0.97983            
       99.9                  3.7567                            0.99766            

----------------------------------------
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Summary Statistics for: cl_mt_pol_a_principleonly
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
   -2.0900

fl_choice_sd
    3.9027

fl_choice_coefofvar
   -1.8673

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
    0.6976

fl_choice_prob_above_zero
    0.3024

fl_choice_prob_max
   1.9198e-31

tb_prob_drv
    percentiles    cl_mt_pol_a_principleonlyPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    _________________________________________    ________________________________

        0.1                          -19.998                                0.011307            
          1                          -19.561                                0.095701            
          5                          -9.3208                                 0.35486            
         10                          -5.9549                                 0.52674            
         15                          -5.0084                                 0.65802            
         20                          -4.0441                                 0.76208            
         25                          -3.3741                                  0.8552            
         35                          -2.4507                                  0.9824            
         50                         -0.97522                                  1.0866            
         65                        -0.049714                                  1.1157            
         75                         0.067573                                   1.115            
         80                          0.13747                                  1.1125            
         85                             0.22                                  1.1081            
         90                          0.33057                                   1.102            
         95                            1.282                                  1.0879            
         99                           5.1933                                  1.0363            
       99.9                           10.763                                  1.0061            

----------------------------------------
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Summary Statistics for: cl_mt_pol_b_bridge
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----------------------------------------
fl_choice_mean
   -0.7072

fl_choice_sd
    2.6800

fl_choice_coefofvar
   -3.7894

fl_choice_prob_zero
    0.8538

fl_choice_prob_below_zero
    0.1462

fl_choice_prob_above_zero
     0

fl_choice_prob_max
    0.8538

tb_prob_drv
    percentiles    cl_mt_pol_b_bridgePercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    __________________________________    ________________________________

        0.1                         -20                              0.11141             
          1                     -15.885                              0.26769             
          5                     -4.8456                              0.78706             
         10                     -1.2327                              0.96462             
         15                           0                                    1             
         20                           0                                    1             
         25                           0                                    1             
         35                           0                                    1             
         50                           0                                    1             
         65                           0                                    1             
         75                           0                                    1             
         80                           0                                    1             
         85                           0                                    1             
         90                           0                                    1             
         95                           0                                    1             
         99                           0                                    1             
       99.9                           0                                    1             

----------------------------------------
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Summary Statistics for: cl_mt_pol_inf_borr_nobridge
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
   -0.0664

fl_choice_sd
    0.1225

fl_choice_coefofvar
   -1.8443

fl_choice_prob_zero
    0.5351

fl_choice_prob_below_zero
    0.4649

fl_choice_prob_above_zero
     0

fl_choice_prob_max
    0.5351

tb_prob_drv
    percentiles    cl_mt_pol_inf_borr_nobridgePercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ___________________________________________    ________________________________

        0.1                          -0.83201                                 0.024691            
          1                          -0.63867                                  0.11807            
          5                          -0.25947                                  0.35428            
         10                          -0.19422                                  0.52289            
         15                          -0.16734                                  0.66304            
         20                          -0.12789                                  0.76914            
         25                         -0.097994                                  0.85368            
         35                         -0.037399                                  0.97011            
         50                                 0                                        1            
         65                                 0                                        1            
         75                                 0                                        1            
         80                                 0                                        1            
         85                                 0                                        1            
         90                                 0                                        1            
         95                                 0                                        1            
         99                                 0                                        1            
       99.9                                 0                                        1            

----------------------------------------
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Summary Statistics for: cl_mt_pol_for_borr
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
   -1.6514

fl_choice_sd
    1.9893

fl_choice_coefofvar
   -1.2046

fl_choice_prob_zero
    0.4522

fl_choice_prob_below_zero
    0.5478

fl_choice_prob_above_zero
     0

fl_choice_prob_max
    0.4522

tb_prob_drv
    percentiles    cl_mt_pol_for_borrPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    __________________________________    ________________________________

        0.1                        -10                               0.018449            
          1                         -7                                0.10413            
          5                       -5.5                                0.31901            
         10                         -4                                0.66594            
         15                         -4                                0.66594            
         20                         -4                                0.66594            
         25                       -2.5                                0.90297            
         35                       -2.5                                0.90297            
         50                         -1                                      1            
         65                          0                                      1            
         75                          0                                      1            
         80                          0                                      1            
         85                          0                                      1            
         90                          0                                      1            
         95                          0                                      1            
         99                          0                                      1            
       99.9                          0                                      1            

----------------------------------------
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Summary Statistics for: cl_mt_pol_for_save
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    0.3350

fl_choice_sd
    1.4064

fl_choice_coefofvar
    4.1980

fl_choice_prob_zero
    0.4649

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.5351

fl_choice_prob_max
   1.9198e-31

tb_prob_drv
    percentiles    cl_mt_pol_for_savePercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    __________________________________    ________________________________

        0.1                            0                                    0            
          1                            0                                    0            
          5                            0                                    0            
         10                            0                                    0            
         15                            0                                    0            
         20                            0                                    0            
         25                            0                                    0            
         35                            0                                    0            
         50                     0.017733                            0.0010628            
         65                     0.088996                             0.025719            
         75                      0.14627                             0.063416            
         80                      0.19294                             0.088267            
         85                      0.26972                              0.12367            
         90                      0.38236                              0.16798            
         95                          1.5                               0.2729            
         99                       6.4837                              0.64642            
       99.9                       17.536                              0.98636            

xxx All Variables PERCENTILES AND STATS xxx
tb_outcomes_meansdperc: mean, sd, percentiles
                                     mean         sd       coefofvar       min        max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY        p0_1          p1          p5         p10         p15         p20          p25          p35         p50          p65         p75         p80        p85        p90       p95       p99      p99_9 
                                   _________    _______    _________    _________    ______    _________    _________    _______    __________    __________    __________    ________    ________    ________    ________    ________    _________    _________    ________    _________    ________    _______    _______    _______    ______    ______    ______

    cl_mt_coh                         4.2154     5.3811      1.2765           -20    57.277    0.0017737      0.14618    0.85204     0.0039397    4.8652e-14           -20     -15.885     -4.8456     -1.2327    0.072016      1.0756       1.9789       3.3839      4.9897       6.0936      6.6958     7.1976     8.0005     9.4055    11.915    17.434     24.66
    cl_mt_pol_a                      -2.2625     4.2041     -1.8582       -21.899    50.361            0      0.69764    0.30236    1.6034e-15    1.9198e-31       -21.868     -21.289     -10.075     -6.4006     -5.3924     -4.3146      -3.7652      -2.6152     -1.0396    -0.054437    0.069262    0.14091     0.2255    0.33883     1.314    5.3232    11.032
    cl_mt_pol_k                       4.6377     2.1417      0.4618     5.018e-07    22.244            0            0          1    1.6034e-15    1.2794e-12    1.6058e-06      1.3094      2.0134      2.4614       2.766      2.9165       3.1758       3.7035      4.3859       4.8356      5.5122     5.8438     6.5082     7.3665    8.8618    12.023    15.791
    cl_mt_pol_c                       1.6678      1.445     0.86643           -20    7.9469            0    0.0039397    0.99606     0.0039397    4.8652e-14           -20      1.1032      1.1967       1.259      1.3151      1.3649       1.4086       1.4862      1.5768       1.6579      2.1933     2.2347     2.3092     2.4251     2.632    3.1286    3.7567
    cl_mt_pol_a_principleonly          -2.09     3.9027     -1.8673       -19.999    49.132            0      0.69764    0.30236    1.6034e-15    1.9198e-31       -19.998     -19.561     -9.3208     -5.9549     -5.0084     -4.0441      -3.3741      -2.4507    -0.97522    -0.049714    0.067573    0.13747       0.22    0.33057     1.282    5.1933    10.763
    cl_mt_pol_b_bridge              -0.70723       2.68     -3.7894           -20         0      0.85382      0.14618          0     0.0039397       0.85382           -20     -15.885     -4.8456     -1.2327           0           0            0            0           0            0           0          0          0          0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.066409    0.12248     -1.8443        -2.533         0      0.53509      0.46491          0    1.1585e-06       0.53509      -0.83201    -0.63867    -0.25947    -0.19422    -0.16734    -0.12789    -0.097994    -0.037399           0            0           0          0          0          0         0         0         0
    cl_mt_pol_for_borr               -1.6514     1.9893     -1.2046         -14.5         0      0.45222      0.54778          0    0.00010614       0.45222           -10          -7        -5.5          -4          -4          -4         -2.5         -2.5          -1            0           0          0          0          0         0         0         0
    cl_mt_pol_for_save               0.33503     1.4064       4.198             0    49.132      0.46491            0    0.53509       0.46491    1.9198e-31             0           0           0           0           0           0            0            0    0.017733     0.088996     0.14627    0.19294    0.26972    0.38236       1.5    6.4837    17.536

xxx All Variables Fraction of Y Held up to Percentile xxx
tb_outcomes_fracheld: fraction of asset/income/etc held by hh up to this percentile
                                   fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                                   __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_coh                       -0.018692    -0.044911     -0.13205    -0.16184     -0.16769      -0.1601     -0.14057     -0.07585      0.080511     0.28601      0.43497      0.51394      0.59497      0.69666      0.82076      0.95241       0.99368  
    cl_mt_pol_a                      0.011209     0.096234      0.35557     0.52716      0.65861      0.75869      0.85118      0.97527        1.0806      1.1095       1.1089       1.1065       1.1024       1.0966       1.0833       1.0344        1.0058  
    cl_mt_pol_k                    3.6144e-10    0.0015814     0.016558    0.041031     0.069264     0.099949      0.13239      0.20817       0.33775     0.48535      0.59607      0.65859      0.72564      0.79971      0.88401      0.97011       0.99611  
    cl_mt_pol_c                     -0.047246    -0.042073    -0.013506    0.022025      0.06058      0.10137      0.14321      0.22865       0.36961     0.51236      0.64619      0.70613      0.77172      0.83867      0.91207      0.97983       0.99766  
    cl_mt_pol_a_principleonly        0.011307     0.095701      0.35486     0.52674      0.65802      0.76208       0.8552       0.9824        1.0866      1.1157        1.115       1.1125       1.1081        1.102       1.0879       1.0363        1.0061  
    cl_mt_pol_b_bridge                0.11141      0.26769      0.78706     0.96462            1            1            1            1             1           1            1            1            1            1            1            1             1  
    cl_mt_pol_inf_borr_nobridge      0.024691      0.11807      0.35428     0.52289      0.66304      0.76914      0.85368      0.97011             1           1            1            1            1            1            1            1             1  
    cl_mt_pol_for_borr               0.018449      0.10413      0.31901     0.66594      0.66594      0.66594      0.90297      0.90297             1           1            1            1            1            1            1            1             1  
    cl_mt_pol_for_save                      0            0            0           0            0            0            0            0     0.0010628    0.025719     0.063416     0.088267      0.12367      0.16798       0.2729      0.64642       0.98636  

End Profiler and Timer

End Timer

if (bl_time)
    toc;
end

% End Profile
if (it_param_set == 7)
    profile off
    profile viewer
    st_file_name = [st_profile_prefix st_profile_name_main st_profile_suffix];
    profsave(profile('info'), strcat(st_profile_path, st_file_name));
end
end