Test Production Function Default (Risky + Safe Asset + Save + Borr + R Shock + Interpolated-Percentage)

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

@include

@seealso

Contents

Set Shared Parameters

close all;
clear all;

ar_fl_alpha = [0.30, 0.40, 0.50];
ar_fl_delta = [0.02, 0.07, 0.12];

Simulate Model with Discount = 0.87

for fl_delta = ar_fl_delta

    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp(['fl_alpha = ' num2str(ar_fl_alpha(1))]);
    disp(['fl_delta = ' num2str(fl_delta)]);
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('');
    disp('');
    disp('');
    disp('');

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

    % Simulation Accuracy
    param_map('fl_alpha') = ar_fl_alpha(1);
    param_map('fl_delta') = fl_delta;

    % 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_ipwkbzr_get_funcgrid.html ffs_ipwkbzr_get_funcgrid>
    [armt_map, func_map] = ffs_ipwkbzr_get_funcgrid(param_map, support_map, bl_input_override);

    % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_ipwkbzr_vf_vecsv.html ff_ipwkbzr_vf_vecsv>
    result_map = ff_ipwkbzr_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_alpha = 0.3
fl_delta = 0.02
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 85.632133 seconds.
Elapsed time is 29.066025 seconds.
                     mean        sd       coefofvar      min       max        pYis0         pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15         p20         p25         p35          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        9.2791     2.2174     0.23896     -8.8003    17.257             0    0.0078591    0.99214    4.5757e-06    7.4554e-11    -5.8387       1.05     5.6613     7.0645      7.7572      8.1613      8.4626      8.9131       9.4112      9.9935    10.481     10.769      11.15     11.632     12.322    13.504    14.618         4.9167                   1              9.3786             0.92116               2.8736               0.66202                5.3023               0.76896               0.97172               0.80413          -0.00076276    -0.0024579     0.015468    0.050386     0.090374      0.13335      0.17831      0.27244      0.42075      0.58175      0.68901      0.74506      0.80411      0.86534      0.92988      0.98497       0.99839  
    cl_mt_coh        8.1826     4.5916     0.56114         -20    57.743    0.00053109     0.027055    0.97241    0.00071649    7.4554e-11    -18.295    -4.2507     1.7681     3.8747      5.0784      5.7806      6.3825      7.0847       7.7869      8.5894    9.6929     10.495     11.699     13.505     16.414    22.332    29.956         9.3786             0.92116              21.083                   1               5.7659               0.64148                12.737               0.89201                2.1732               0.86848           -0.0024494     -0.013031    -0.013063    0.005107     0.034361     0.068631      0.11023      0.19147      0.33936      0.47939      0.58753      0.64482      0.71054      0.79018      0.87934       0.9689       0.99602  
    cl_mt_pol_a    -0.45096     1.9576     -4.3409         -20     46.19             0      0.55146    0.44854    4.5326e-09    4.0241e-34        -20     -8.807    -3.3892    -1.6364    -0.47371    -0.30408    -0.24392    -0.13863    -0.048388    0.051257    0.1039    0.15667    0.19226    0.25084    0.36147     2.439    8.0981         2.8736             0.66202              5.7659             0.64148               3.8321                     1                1.5321               0.25167               0.35563               0.33335             0.077172       0.32081      0.76866      1.0333       1.1407       1.1844       1.2126       1.2558       1.2833       1.2826       1.2644       1.2474       1.2309       1.2058        1.173       1.1089        1.0229  
    cl_mt_pol_k      6.6059     3.1098     0.47075           0    43.492    0.00071646            0    0.99928    0.00071646    4.6223e-09     1.2033     1.8642     2.8021     3.6285      3.9206      4.5145      5.0369      5.4688       5.8114      6.4976    7.3079     8.0543     9.0602     10.675      12.86    17.773    23.513         5.3023             0.76896              12.737             0.89201               1.5321               0.25167                9.6706                     1                1.4914                  0.88           4.9156e-05     0.0023432     0.017203     0.04158     0.070466      0.10747      0.13999      0.21785      0.35097      0.49204      0.59306      0.65154      0.71662      0.79227      0.87919      0.96898       0.99598  
    cl_mt_pol_c      2.0421    0.54498     0.26688        0.02     7.933             0            0          1     0.0007213    2.8843e-34    0.92534     1.1731     1.3634      1.474      1.5416      1.5845      1.6153      1.6644       1.7381      2.3256    2.4157     2.4894     2.5877     2.7351     2.9726    3.4803    4.2275        0.97172             0.80413              2.1732             0.86848              0.35563               0.33335                1.4914                  0.88                 0.297                     1            0.0001481     0.0051558     0.031629    0.066098      0.10498      0.14594      0.18166      0.27356      0.38487      0.55833      0.66391      0.72574      0.78515      0.85239      0.92082      0.98142       0.99783  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_alpha = 0.3
fl_delta = 0.07
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 66.997295 seconds.
Elapsed time is 20.160575 seconds.
                    mean        sd       coefofvar      min       max        pYis0       pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20         p25        p35        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       4.9966     3.6827     0.73703     -10.142    16.079            0    0.099433    0.90057    4.1961e-05    -1.2461e-34    -9.0175    -7.3829    -3.1216    0.033875    1.6616      2.6685     3.4801     4.6875      6.0205       6.9298      7.4596     7.7035     8.0787     8.4579     9.1664    10.473    11.746         13.562                   1              20.206             0.97326               13.349               0.85174                3.9999               0.68487               0.89276               0.58134          -0.0033077     -0.016614    -0.056878    -0.070713    -0.061189    -0.038717    -0.0084883    0.073817      0.23638       0.4322      0.57677      0.65536      0.73094      0.81276      0.90037      0.97792       0.99759  
    cl_mt_coh       2.5484     5.6375      2.2122         -20    56.085    0.0029911     0.21139    0.78562     0.0073764     4.8896e-35        -20    -18.394    -9.5608      -3.739     -1.33    -0.22582    0.67757     1.9825      3.7892       5.1945      5.7968     6.0979     6.5998     7.3024     9.1092    13.526    19.147         20.206             0.97326              31.782                   1               21.223               0.88461                5.8054               0.64933                1.3958               0.59375            -0.05789     -0.079696     -0.29235     -0.41565     -0.45856     -0.47259      -0.46665     -0.4128     -0.23685     0.038259      0.26371      0.36775      0.49999      0.61558      0.77227      0.93798       0.99167  
    cl_mt_pol_a    -2.0704     4.2556     -2.0555         -20    48.679            0     0.66152    0.33848      0.010917    -8.8282e-35        -20        -20    -12.085     -6.4906    -4.423     -3.5235    -2.8461    -1.6327    -0.23648    -0.022722    0.094293    0.16352    0.22314    0.34237    0.87465    3.7718    8.2192         13.349             0.85174              21.223             0.88461                18.11                     1                2.6256               0.38904               0.48054               0.27078             0.10546       0.10546      0.40412      0.62213      0.75044      0.84482       0.92099      1.0254       1.0853        1.093       1.0911       1.0881       1.0837       1.0764       1.0645       1.0274        1.0047  
    cl_mt_pol_k     3.1727     1.5859     0.49987           0    15.479    0.0073756           0    0.99262     0.0073756     2.6859e-34          0    0.77308     1.2462      1.5077    1.6924      1.7923     2.0539     2.2981      2.8615       3.6697      3.9385      4.165     4.5038     5.0211     5.9806    8.8608    11.987         3.9999             0.68487              5.8054             0.64933               2.6256               0.38904                2.5151                     1               0.50685                0.7664                   0    0.00064824     0.014741     0.036095     0.061198     0.088921       0.11897     0.18894      0.31453      0.46726      0.60808      0.65267      0.73019      0.79422      0.88045      0.96865       0.99586  
    cl_mt_pol_c      1.595    0.41701     0.26144        0.02    6.2111            0           0          1       0.00744     4.8896e-35       0.02     1.0386     1.1615       1.223    1.2701      1.3028     1.3397     1.4073      1.4934        1.561      1.6224     2.1141      2.155     2.2206     2.3763    2.7368    3.1957        0.89276             0.58134              1.3958             0.59375              0.48054               0.27078               0.50685                0.7664                0.1739                     1           9.329e-05     0.0015879     0.030934     0.067605      0.10639      0.14727       0.19123     0.28004      0.41619      0.56413      0.65652      0.71965      0.77982      0.84813      0.91984      0.98164       0.99789  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_alpha = 0.3
fl_delta = 0.12
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 58.279984 seconds.
Elapsed time is 17.958242 seconds.
                     mean        sd       coefofvar      min       max        pYis0       pYls0      pYgr0      pYisMINY      pYisMAXY      p0_1       p1         p5         p10        p15        p20         p25        p35         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        2.1468     4.1292      1.9234     -11.004    15.461            0    0.24337    0.75663    8.4393e-05    -6.5404e-34    -10.4    -9.0818    -6.6295    -4.2472    -2.3934    -0.97443    0.11656      1.5076     3.0421      4.4433        5.2818     5.6782     6.0537    6.5016    7.1365      8.43    9.7503          17.05                   1              25.314             0.97861                18.496              0.85555                 2.594                0.6385                0.55088              0.38778          -0.0070713     -0.055513    -0.19153    -0.31695     -0.39329     -0.43124     -0.44025     -0.40075      -0.2388     0.021817      0.24749      0.37588      0.51183      0.65846      0.81571      0.95801       0.99531  
    cl_mt_coh      -0.44183     6.2644     -14.178         -20    55.356    0.0048423    0.38864    0.60652      0.015988     1.8101e-34      -20        -20    -14.983    -10.167     -6.454     -4.0458     -2.039    -0.53389     1.0716      2.5767        3.7808     4.3828     4.7842    5.2859    6.2893    9.3998    13.815         25.314             0.97861              39.242                   1                28.828              0.87898                3.3054               0.53631                0.79206              0.36752             0.72372       0.72372       2.057      3.4464       4.3874       4.9495          5.3       5.5634       5.4232       4.8312       4.1133       3.5944       3.1322       2.5478       1.8796       1.2522        1.0348  
    cl_mt_pol_a     -3.5034     5.2356     -1.4944         -20    48.843            0    0.75522    0.24478       0.01858     5.7777e-34      -20        -20    -16.505    -11.773    -8.5111      -6.091    -4.4286     -3.0214    -1.8141    -0.45691    -0.0079528    0.10443    0.22027    0.3851    1.1079    3.0186    6.4883         18.496             0.85555              28.828             0.87898                27.411                    1                2.0236               0.39285               0.027038              0.01501             0.10607       0.10607     0.26881     0.46879      0.61333      0.71639      0.79258      0.89478      0.99584       1.0463        1.051       1.0502       1.0478       1.0436       1.0329       1.0128        1.0022  
    cl_mt_pol_k      1.9378    0.98387     0.50773           0    8.6057     0.015986          0    0.98401      0.015986     2.8688e-20        0          0     0.7723    0.91774     1.1015      1.1707     1.2284       1.461     1.7532      2.0722        2.4122     2.7317     2.8375    3.3437    3.7953    5.1905    7.2366          2.594              0.6385              3.3054             0.53631                2.0236              0.39285               0.96801                     1                 0.1858               0.5489                   0             0    0.011927    0.033366     0.060386     0.090408      0.12098      0.18981      0.31494      0.46001      0.57627      0.64109      0.71654      0.80111      0.88162      0.96949         0.996  
    cl_mt_pol_c      1.4468    0.34404     0.23779        0.02    6.1515            0          0          1      0.016137     3.0544e-35     0.02       0.02     1.1365     1.1857     1.2225      1.2532     1.2778      1.3208     1.4007      1.4805        1.5235     1.5543     1.6218    2.0314    2.1379    2.4082    2.7932        0.55088             0.38778             0.79206             0.36752              0.027038              0.01501                0.1858                0.5489                0.11836                    1          0.00022307    0.00022307    0.027533    0.068867      0.10896      0.15596      0.20208      0.28743      0.42789      0.58272       0.6797      0.73209      0.78711      0.84932      0.92351      0.98225       0.99804  

Simulate Model with Discount = 0.925

close all

for fl_delta = ar_fl_delta

    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp(['fl_alpha = ' num2str(ar_fl_alpha(2))]);
    disp(['fl_delta = ' num2str(fl_delta)]);
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('');
    disp('');
    disp('');
    disp('');

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

    % Simulation Accuracy
    param_map('fl_alpha') = ar_fl_alpha(2);
    param_map('fl_delta') = fl_delta;

    % 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_ipwkbzr_get_funcgrid.html ffs_ipwkbzr_get_funcgrid>
    [armt_map, func_map] = ffs_ipwkbzr_get_funcgrid(param_map, support_map, bl_input_override);

    % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_ipwkbzr_vf_vecsv.html ff_ipwkbzr_vf_vecsv>
    result_map = ff_ipwkbzr_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_alpha = 0.4
fl_delta = 0.02
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 51.168085 seconds.
Elapsed time is 25.123058 seconds.
                     mean        sd       coefofvar      min       max        pYis0         pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1       p1         p5        p10        p15        p20         p25         p35          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        13.739     1.8845     0.13716     -6.7128    19.159             0     6.342e-05    0.99994    8.0569e-08    1.6126e-12    7.2112     9.6089     10.783    11.314     11.645      12.007      12.306      12.919       13.796      14.599      15.15    15.456     15.782    16.175     16.711    17.646    18.523         3.5513                   1              15.277             0.92548              0.53553                0.14691               13.111                0.92693               1.6273               0.93797           0.00037848    0.0063062    0.036629    0.077068      0.11923      0.16248      0.20572      0.29774      0.44406      0.59913      0.70675      0.76269      0.81923      0.87748      0.93712      0.98687       0.99865  
    cl_mt_coh        18.186     8.7598     0.48168         -20    62.556    1.4764e-05    0.00053834    0.99945    8.8715e-06    1.4242e-11    1.3662     5.7799     8.1873    8.9898     9.5917      10.194      10.896      12.902       16.413      20.425     23.635    25.441     27.547    30.356      34.77    44.099     54.23         15.277             0.92548              76.733                   1               5.1307                0.30279               63.875                0.97148               7.7205               0.95735          -9.7139e-05    0.0022089    0.019696    0.044111     0.071546     0.097499      0.12405       0.1913      0.31133      0.46358      0.58398      0.65147      0.72198      0.80169      0.89061      0.97348       0.99695  
    cl_mt_pol_a    -0.30517     1.9344     -6.3387         -20     40.95             0       0.56084    0.43916    2.2655e-08    -5.084e-33    -17.03    -7.9188    -3.3616    -1.567    -0.4701    -0.35542    -0.27082    -0.16929    -0.045212    0.071351    0.18227    0.2464    0.31952    0.4248    0.61092    5.1268    13.299        0.53553             0.14691              5.1307             0.30279               3.7418                      1               1.0245               0.070559              0.36324               0.20397             0.063277      0.37628      1.0169      1.3885       1.5194       1.5884       1.6377       1.7107        1.762       1.7541       1.7133       1.6783       1.6309       1.5717       1.4891       1.2881        1.0535  
    cl_mt_pol_k      15.404      7.506     0.48728           0        70    8.8713e-06             0    0.99999    8.8713e-06    4.5613e-09    3.2594      5.112     6.9011      7.21     7.8699       8.714      9.4416      10.803         13.8       17.31     20.257    21.197     23.072     26.25     29.387    37.824    46.688         13.111             0.92693              63.875             0.97148               1.0245               0.070559                56.34                      1               6.5091               0.94196           0.00018467    0.0027977    0.018722    0.042312     0.067638     0.093774      0.12158      0.18649      0.30944      0.45848      0.57931      0.64764      0.71927      0.79881      0.88827      0.97277       0.99687  
    cl_mt_pol_c      3.0873    0.92062     0.29819        0.02    13.478             0             0          1    8.9176e-06    1.6126e-12    1.3266     1.5845     1.7319    1.7872     2.3665      2.4402      2.5139      2.6859       2.9725      3.3082     3.5784     3.734     3.9469    4.2499     4.8067    5.8344    7.4824         1.6273             0.93797              7.7205             0.95735              0.36324                0.20397               6.5091                0.94196              0.84755                     1           0.00040221    0.0049268    0.027217     0.05609     0.087836      0.12764      0.16841      0.25395      0.38898      0.54295      0.65374      0.71126      0.77402      0.83947       0.9118      0.97914        0.9974  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_alpha = 0.4
fl_delta = 0.07
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 46.349848 seconds.
Elapsed time is 16.918251 seconds.
                     mean        sd       coefofvar     min       max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY       p0_1       p1         p5        p10        p15        p20         p25         p35          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        9.2782     2.7453     0.29589     -8.835    17.439             0    0.014312    0.98569    9.4017e-06     7.9523e-09    -6.458     -1.502    4.4549     6.3269     7.2716      7.8624      8.3022      8.8756       9.5453      10.275    10.882     11.248     11.668     12.188    12.911    14.118    15.334         7.5369                   1              14.853             0.91746               5.7872               0.68251                7.2157               0.75896                1.4173               0.79617          -0.00078068    -0.0043514    0.0063374     0.036093      0.072963     0.11405      0.15877      0.25017      0.39984      0.55994      0.67436      0.73376      0.79478      0.85906      0.92669       0.9842       0.99831  
    cl_mt_coh        8.3377     5.8971     0.70728        -20    59.195    0.00051776    0.047718    0.95176     0.0013528     7.9523e-09       -20      -9.26    0.1752     2.4838     3.9894      4.9932      5.6958      6.7999       7.7033      9.0081    10.614     11.819     13.425     15.532    18.845     25.67    35.407         14.853             0.91746              34.776                   1               13.575               0.74532                17.038               0.83429                3.3898               0.88649           -0.0032451     -0.017325    -0.029381    -0.020534    0.00032213    0.028384     0.059596      0.14291      0.26699      0.41929      0.53254      0.59839      0.67586      0.76233       0.8635      0.96461       0.99537  
    cl_mt_pol_a    -0.46963     3.0886     -6.5767        -20    47.986             0     0.56168    0.43832    9.4453e-09    -1.9634e-33       -20    -13.932    -5.058    -3.0783    -1.8273    -0.92808    -0.42768    -0.20042    -0.050427    0.087781    0.1762    0.25521    0.37005    0.89955     3.109     8.241    15.593         5.7872             0.68251              13.575             0.74532               9.5394                     1                2.9985               0.28034               0.94393               0.47132              0.14928       0.38116       1.0283       1.4521        1.7054      1.8535       1.9207       1.9846       2.0242       2.0189       1.9908        1.967       1.9346       1.8772       1.6789       1.2446        1.0397  
    cl_mt_pol_k      6.7384     3.4631     0.51393          0    37.615     0.0013528           0    0.99865     0.0013528     4.7039e-07         0     1.7153    2.5442     3.2442     3.8422      4.1619      4.5518      5.1614       5.8172      6.8966    7.9802     8.8324     9.9028     11.489    13.409     17.98    25.041         7.2157             0.75896              17.038             0.83429               2.9985               0.28034                11.993                     1                1.9688               0.87675                    0     0.0018943     0.014923     0.037018      0.063204    0.092687      0.12609      0.19926      0.33139      0.46419      0.57658      0.63609       0.7057      0.78315      0.87636      0.96815       0.99579  
    cl_mt_pol_c      2.0962    0.64843     0.30934       0.02    9.6974             0           0          1     0.0013625     4.0161e-33      0.02     1.1492    1.3028     1.4073      1.481      1.5363      1.5855       1.647       2.1714      2.3598    2.4991     2.5974     2.7285     2.9088    3.2202    4.0047    4.8446         1.4173             0.79617              3.3898             0.88649              0.94393               0.47132                1.9688               0.87675               0.42046                     1              1.3e-05     0.0049398     0.029149     0.061134      0.095201     0.13123      0.17393      0.25032      0.36834       0.5354      0.65107      0.70948       0.7738       0.8411      0.91276      0.97907       0.99762  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_alpha = 0.4
fl_delta = 0.12
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 45.536364 seconds.
Elapsed time is 21.153475 seconds.
                    mean        sd       coefofvar      min       max        pYis0       pYls0      pYgr0     pYisMINY      pYisMAXY       p0_1        p1         p5         p10         p15        p20         p25        p35        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       5.3102     3.9611     0.74594     -10.256    16.383            0     0.1035     0.8965    4.722e-05     4.4009e-13    -9.0569    -7.3373    -3.3012    -0.17393      1.576      2.6793       3.55     4.9205      6.3606       7.3624     7.9781    8.2518     8.7079     9.2363    10.043    11.536    12.967          15.69                   1              24.355             0.96622               15.593               0.83799                5.4052               0.68364                1.2205               0.63006          -0.0034671     -0.015669    -0.054656    -0.069599    -0.062029    -0.041269    -0.011904    0.068518      0.23067      0.42267      0.56677      0.64333      0.72239      0.80779      0.89705       0.9772       0.99749  
    cl_mt_coh       3.1484     6.3634      2.0211         -20    57.352    0.0026101    0.21272    0.78467    0.0078561     4.4009e-13        -20    -18.495    -10.168     -4.2486    -1.4395    -0.23555     0.6674     2.1723      4.2792       5.7841     6.5867     6.988     7.7906     9.0949    11.603    17.623    25.448         24.355             0.96622              40.492                   1               26.399               0.88312                8.3157               0.65471                2.1112                0.6784           -0.049905     -0.063752     -0.24046     -0.34888      -0.3902     -0.40277     -0.39842    -0.35293     -0.18705     0.055038      0.25856       0.3458      0.47005      0.59984      0.75882      0.93444        0.9912  
    cl_mt_pol_a    -2.0788     4.6976     -2.2598         -20    49.241            0    0.63764    0.36236     0.013391    -2.8103e-35        -20        -20    -13.064      -7.443    -5.0266     -3.9348    -3.1333    -1.8992    -0.29392    0.0069354    0.16104    0.2401    0.34389    0.97436     2.474    6.6465        13         15.593             0.83799              26.399             0.88312               22.068                     1                3.3953                0.3621               0.86544               0.37671             0.12883       0.12883      0.41652      0.65642      0.79958      0.90761      0.99158      1.1124       1.1817       1.1894       1.1854       1.1804       1.1732       1.1604       1.1222       1.0453        1.0073  
    cl_mt_pol_k     3.7223      1.996     0.53624           0    19.033    0.0078553          0    0.99214    0.0078553       3.21e-11          0    0.76885      1.309      1.6641     1.9317      2.1192      2.297     2.7378      3.3637       4.1345     4.5497    4.9077     5.1898     6.2127    7.3578    10.887    14.608         5.4052             0.68364              8.3157             0.65471               3.3953                0.3621                3.9841                     1               0.74621               0.76445                   0    0.00041863     0.012503      0.03308     0.057152      0.08431      0.11439      0.1826      0.30833      0.45698      0.58711      0.63838      0.70714      0.78299      0.87267       0.9662       0.99553  
    cl_mt_pol_c     1.6634    0.48904       0.294        0.02    7.8931            0          0          1    0.0079142     4.4009e-13       0.02     1.0811     1.1671      1.2285     1.2776      1.3186     1.3575     1.4251      1.5233        1.597      1.982    2.1949     2.2604     2.3669    2.5798    3.0794    3.7264         1.2205             0.63006              2.1112              0.6784              0.86544               0.37671               0.74621               0.76445               0.23916                     1          9.5158e-05     0.0015261     0.029846     0.065599      0.10289      0.14209      0.18509     0.26614       0.4067      0.54517      0.63875      0.71086        0.777       0.8394      0.91364      0.97987       0.99767  

Simulate Model with Discount = 0.97

close all

for fl_delta = ar_fl_delta

    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp(['fl_alpha = ' num2str(ar_fl_alpha(3))]);
    disp(['fl_delta = ' num2str(fl_delta)]);
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('');
    disp('');
    disp('');
    disp('');

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

    % Simulation Accuracy
    param_map('fl_alpha') = ar_fl_alpha(3);
    param_map('fl_delta') = fl_delta;

    % 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_ipwkbzr_get_funcgrid.html ffs_ipwkbzr_get_funcgrid>
    [armt_map, func_map] = ffs_ipwkbzr_get_funcgrid(param_map, support_map, bl_input_override);

    % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_ipwkbzr_vf_vecsv.html ff_ipwkbzr_vf_vecsv>
    result_map = ff_ipwkbzr_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_alpha = 0.5
fl_delta = 0.02
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 54.636708 seconds.
Elapsed time is 35.218310 seconds.
                    mean        sd      coefofvar      min       max        pYis0         pYls0        pYgr0      pYisMINY      pYisMAXY       p0_1       p1        p5       p10        p15         p20         p25         p35         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       18.585    1.3731    0.073884     -3.2984    21.389             0    6.0754e-06    0.99999    5.0115e-08     1.9357e-08    11.631    14.474    16.169    16.872      17.288      17.589      17.831      18.222      18.713      19.189     19.539     19.74     19.954     20.227     20.537      21.03    21.336          1.8855                   1             14.696              0.92995             -0.41262             -0.074522               12.887                0.90991               2.2206                0.85145         0.00052862     0.007116    0.040592    0.085165      0.13121      0.17807      0.22585      0.32285       0.4734      0.62482      0.72928      0.78179       0.8353      0.88965      0.94459      0.98864       0.99887  
    cl_mt_coh        37.42    11.509     0.30755         -20    69.973    7.5236e-06    0.00042542    0.99957    3.0391e-06     1.3581e-07    2.8695    11.195    18.918    23.031      25.839      27.946      29.751       32.66      36.572      41.286     45.298    47.706     50.514     53.724     57.335     61.748    67.666          14.696             0.92995             132.45                    1               2.3399              0.050422               110.63                0.93201               19.475                0.89099          -1.37e-05    0.0020149    0.019177    0.047621      0.08106      0.11632       0.1553      0.23893      0.37712      0.53544      0.64925       0.7105      0.77771      0.84595      0.92045      0.98299       0.99832  
    cl_mt_pol_a    -1.3492    4.0324     -2.9888         -20    28.595             0       0.63344    0.36656    1.6151e-05    -1.0526e-34       -20       -20    -10.88    -4.372    -0.97145    -0.64793    -0.50088    -0.31339    -0.14231    0.017479    0.14531     0.216    0.30323    0.41602    0.57394    0.84465    6.0032        -0.41262           -0.074522             2.3399             0.050422                16.26                     1               -12.77               -0.30704              -1.1508               -0.15026            0.01716      0.28435     0.62319     0.89336      0.98018       1.0088       1.0303       1.0597       1.0842       1.0906       1.0846       1.0782       1.0684       1.0553       1.0367       1.0168        1.0068  
    cl_mt_pol_k     33.263    10.314     0.31008           0        70    3.0391e-06             0          1    3.0391e-06     0.00060097    6.5196    11.919    17.036    20.773      22.924      24.516      26.372      28.895      31.921      36.645     40.884    42.886     44.685     47.373     49.544     59.179    69.714          12.887             0.90991             110.63              0.93201               -12.77              -0.30704               106.38                      1               17.019                0.86876         0.00017608    0.0028347    0.020857    0.049819     0.082598      0.11886      0.15815      0.24155      0.37734      0.53183      0.64669      0.70905      0.77531      0.84384      0.91765      0.98038        0.9979  
    cl_mt_pol_c     5.5066    1.8993     0.34491        0.02    20.198             0             0          1    3.0467e-06     1.0824e-33     1.785    2.5793    3.2261    3.5782      3.8157       4.004      4.1596      4.4953      5.2813      5.9466     6.4584    6.7757     7.1441     7.5536      8.487     11.678    17.891          2.2206             0.85145             19.475              0.89099              -1.1508              -0.15026               17.019                0.86876               3.6073                      1         0.00028326    0.0041713    0.025981     0.05737     0.090739      0.12594      0.16386      0.24139      0.37456      0.52732      0.64008      0.70043      0.76397      0.82997      0.89974      0.97366       0.99695  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_alpha = 0.5
fl_delta = 0.07
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 48.202776 seconds.
Elapsed time is 37.631388 seconds.
                     mean        sd      coefofvar      min       max        pYis0         pYls0        pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15        p20         p25         p35          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        14.127    2.1152     0.14973     -6.3476    19.575             0    0.00031962    0.99968    5.3974e-07    2.7744e-11     4.1853     8.8621     10.656     11.371     11.855      12.295      12.715      13.423       14.314     15.097     15.613     15.894     16.248    16.669    17.312    18.413    19.236         4.4742                   1              18.794             0.90448                1.5606               0.19557                 14.89               0.89608               2.3243               0.90027           7.2703e-05     0.0050186    0.033497    0.072474      0.11393      0.15641      0.20111      0.29352      0.44066      0.59687       0.7055      0.76129      0.81816      0.87638      0.93645      0.98672       0.99866  
    cl_mt_coh        18.677    9.8234     0.52596         -20    66.473    2.7791e-05     0.0028491    0.99712    5.1949e-05    3.1811e-11    -4.5512     3.3739     6.7846     7.9884      8.791      9.7941      10.998      13.506       17.318      21.23     24.139     25.745     27.851    31.162    37.181    50.122    59.752         18.794             0.90448              96.499                   1                14.806               0.39954                70.231               0.91007               11.421               0.95252          -0.00052721    0.00017491    0.012352    0.032998      0.05471     0.081059      0.10927      0.17408      0.29694       0.4529      0.57669      0.64174      0.71181      0.79074      0.88071      0.97079       0.99669  
    cl_mt_pol_a    -0.15661    3.7724     -24.088         -20     45.55             0       0.53385    0.46615    3.4696e-08    4.4951e-34        -20    -11.983    -5.7342    -3.5066    -1.8452    -0.86185    -0.40631    -0.20755    -0.035204    0.13426    0.27182    0.38395    0.54572    1.9734    5.6529    13.873    23.695         1.5606             0.19557              14.806             0.39954                14.231                     1              -0.42629             -0.014384              0.99432               0.21594              0.22088        1.0041      3.0709      4.5008       5.3395       5.7518       5.9281       6.1186       6.2322       6.1882       6.0628        5.958       5.8121       5.5075       4.3967        2.171        1.1646  
    cl_mt_pol_k      15.528    7.8559     0.50592           0        70    5.1948e-05             0    0.99995    5.1948e-05    2.7281e-08     2.3813     4.2033     5.8139      6.667     7.8704      8.2633      9.5963      11.253       14.064     17.745     19.584     21.046     22.829    25.072    29.855    41.678    49.739          14.89             0.89608              70.231             0.91007              -0.42629             -0.014384                61.715                     1               8.9335               0.93165           0.00012917     0.0022046    0.015936    0.036038     0.059486     0.085436      0.11474      0.18173      0.30591      0.45951      0.57938        0.645      0.71608      0.79338      0.88194      0.97032       0.99675  
    cl_mt_pol_c      3.3069    1.2206      0.3691        0.02    15.883             0             0          1    5.2142e-05    3.1811e-11     1.2099     1.4495     1.6644     1.7627     2.3257       2.424      2.5223      2.7434       3.0709     3.4394      3.808     4.2276     4.6514    5.0118    5.5584    6.9608    9.7778         2.3243             0.90027              11.421             0.95252               0.99432               0.21594                8.9335               0.93165               1.4899                     1           0.00035422     0.0041704    0.024033    0.049149     0.083253      0.11878      0.15434      0.23671      0.36833      0.51399       0.6221      0.68286      0.74982      0.82284      0.90223      0.97536       0.99626  

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fl_alpha = 0.5
fl_delta = 0.12
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Elapsed time is 41.261544 seconds.
Elapsed time is 17.688129 seconds.
                     mean         sd       coefofvar      min       max        pYis0        pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1         p5         p10        p15       p20        p25         p35          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          10.26     3.0183     0.29418     -8.5334    18.096             0    0.012755    0.98725    1.0444e-05    6.1888e-34    -6.1379    -0.98707     5.0475     6.9637     7.9086    8.5141      8.9472      9.6199       10.493     11.455     12.19     12.591    13.048    13.596    14.366    15.744    17.057         9.1101                   1              21.352              0.8941               7.8366               0.59046                 10.94               0.76198                2.1341               0.82219          -0.00066763     -0.00346    0.0082812     0.038237     0.075045     0.11523      0.15799      0.24904      0.39558      0.55544      0.67062      0.73103      0.79325        0.858      0.92602      0.98411       0.99831  
    cl_mt_coh          10.38     7.9123     0.76228         -20    62.973    0.00049083    0.046067    0.95344     0.0013412     4.651e-33        -20     -9.2646    0.26674     2.8753     4.3803    5.4839      6.1862      7.2899       8.6945     11.303    14.012     15.718    17.724    20.433    24.848    35.583     49.93         21.352              0.8941              62.604                   1               25.296               0.72708                30.192               0.80222                6.2959               0.92527           -0.0025843    -0.013978     -0.02398    -0.015442    0.0026256     0.02864     0.054473      0.12252      0.23958      0.37863      0.50017      0.57245      0.65168      0.74381      0.84994      0.96032       0.99491  
    cl_mt_pol_a    -0.070438     4.3972     -62.426         -20    48.263             0      0.5302     0.4698    1.5294e-07    2.9776e-33        -20     -15.183    -6.2805    -3.9304    -2.5618    -1.716    -0.93609    -0.27121    -0.052591    0.14397    0.3564    0.82556    1.9092    3.9753    7.1155      14.9    25.905         7.8366             0.59046              25.296             0.72708               19.335                     1                3.9082               0.18686                1.9348               0.51165               1.2287       2.6333       7.8079       11.324       13.638      15.112       16.089       16.716       17.015       16.918       16.582       16.237       15.272       13.248       9.4519       3.7845        1.4068  
    cl_mt_pol_k       8.1412     4.7566     0.58426           0    50.923     0.0013411           0    0.99866     0.0013411    6.8994e-10          0      1.7607     2.7564     3.5465     4.0443    4.5795      5.0938      5.7503       6.6002     8.7157    10.453     10.837    12.648    14.554    17.646    24.623    35.281          10.94             0.76198              30.192             0.80222               3.9082               0.18686                22.625                     1                 3.559               0.87006                    0    0.0016024     0.013257     0.032862      0.05641    0.083102      0.11454      0.18147      0.29294      0.43206      0.54752      0.61265      0.68549      0.77009      0.86603      0.96484        0.9953  
    cl_mt_pol_c        2.336    0.85998     0.36813        0.02    13.547             0           0          1     0.0013486    1.7954e-33       0.02      1.1671     1.3145     1.4312     1.5111    1.5664      1.6155      1.6892        2.326     2.5554    2.7847     2.9321    3.1205    3.4235    3.9641    5.0063    6.1263         2.1341             0.82219              6.2959             0.92527               1.9348               0.51165                 3.559               0.87006               0.73956                     1           1.1546e-05    0.0046041      0.02564     0.056033     0.088819     0.11993      0.15507      0.22964      0.36028      0.51518      0.62894      0.69107      0.75295      0.82304      0.90127      0.97654         0.997