Test Preference (Savings Distribution)

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@seealso

Contents

Set Shared Parameters

close all;
clear all;

ar_fl_beta = [0.87, 0.925, 0.97];
ar_fl_crra = [1, 1.5, 2.0];
it_a_n = 750;
it_z_n = 15;

Simulate Model with Discount = 0.87

for fl_crra = ar_fl_crra

    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp(['fl_beta = ' num2str(ar_fl_beta(1))]);
    disp(['fl_crra = ' num2str(fl_crra)]);
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('');
    disp('');
    disp('');
    disp('');

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

    % Simulation Accuracy
    param_map('it_a_n') = it_a_n;
    param_map('it_z_n') = it_z_n;
    param_map('fl_beta') = ar_fl_beta(1);
    param_map('fl_crra') = fl_crra;

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

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

    % Call Distribution CProgram
    result_map = ff_az_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_beta = 0.87
fl_crra = 1
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 2.135408 seconds.
Elapsed time is 0.280224 seconds.
                     mean         sd       coefofvar      min       max       pYis0      pYls0       pYgr0      pYisMINY      pYisMAXY      p0_1         p1          p5         p10         p15        p20        p25        p35       p50       p65       p75       p80       p85       p90        p95         p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    ________    _________    _______    ______    _______    ________    ________    _________    __________    _______    ________    ________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ________    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.4656      1.1209     0.76486     -1.7608    12.877          0    0.069109     0.93089    0.0027089    4.2006e-35    -1.7608    -0.88002    -0.41667    0.050547    0.51917    0.51917    0.51917    0.98834    1.4577    1.9272    2.3965    2.3965    2.4783    2.8655      3.3335     4.1304     4.8358          1.2565                  1              0.035268              0.44883              0.51527                0.96                  0.48               0.9806          -0.0032546    -0.020688    -0.032326    -0.029714    0.011944     0.011944     0.011944      0.11489      0.27921      0.47393      0.65308      0.65308      0.67323      0.78723      0.87756       0.9697       0.99677  
    cl_mt_pol_a    0.014958    0.070101      4.6866           0    43.725    0.91332           0    0.086683      0.91332    4.2006e-35          0           0           0           0          0          0          0          0         0         0         0         0         0         0    0.066756    0.33378    0.86782        0.035268            0.44883             0.0049141                    1              0.02175             0.64798              0.016836              0.54999                   0            0            0            0           0            0            0            0            0            0            0            0            0            0      0.18202      0.62472       0.95059  
    cl_mt_coh        1.2953     0.47883     0.36966     0.44468    54.536          0           0           1    0.0027089    4.2006e-35    0.44468     0.59175     0.68262     0.78744    0.90837    0.90837    0.90837     1.0479    1.2088    1.3944    1.6085    1.6085    1.7454    1.8555      2.1405     2.9168     3.7648         0.51527               0.96               0.02175              0.64798              0.22928                   1               0.20753               0.9925          0.00092996     0.012136     0.033709     0.079792     0.16227      0.16227      0.16227       0.2858      0.44003      0.59952      0.73585      0.73585      0.75243      0.83382      0.90033      0.97638       0.99727  
    cl_mt_pol_c      1.2804     0.43668     0.34106     0.44468    10.811          0           0           1    0.0027089    4.2006e-35    0.44468     0.59175     0.68262     0.78744    0.90837    0.90837    0.90837     1.0479    1.2088    1.3944    1.6085    1.6085    1.6786    1.8555      2.0737     2.6227      2.962            0.48             0.9806              0.016836              0.54999              0.20753              0.9925               0.19069                    1          0.00094082     0.012278     0.034103     0.080724     0.16416      0.16416      0.16416      0.28914      0.44518       0.6067      0.74521      0.74521      0.76129       0.8457      0.91168      0.97854        0.9977  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_beta = 0.87
fl_crra = 1.5
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 3.071644 seconds.
Elapsed time is 0.138385 seconds.
                     mean        sd       coefofvar      min       max       pYis0      pYls0      pYgr0     pYisMINY      pYisMAXY      p0_1        p1          p5         p10         p15        p20        p25        p35       p50       p65        p75         p80         p85        p90        p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _______    ______    _______    _______    _______    _________    __________    _______    _______    ________    ________    _______    _______    _______    _______    ______    ______    ________    ________    _______    _______    _______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.2326     1.0671     0.86573     -2.2583    8.4129          0    0.14404    0.85596    0.0027041    1.1598e-36    -2.2583    -1.1754    -0.64578    -0.13734     0.3481     0.3481     0.3481    0.81085    1.2519    1.6724      2.0736      2.0736     2.3832     2.5427     2.9011    3.5791    4.1212         1.1387                   1               0.13951              0.55589              0.57544             0.89861               0.43593               0.9769          -0.0049544    -0.032184    -0.053463    -0.061886    -0.030112    -0.030112    -0.030112    0.063946      0.21634      0.39518      0.56704      0.56704      0.65529      0.77053      0.86962         0.97       0.99689  
    cl_mt_pol_a    0.083735    0.23518      2.8087           0    45.995    0.74808          0    0.25192      0.74808    1.1598e-36          0          0           0           0          0          0          0          0         0         0    0.066756    0.066756    0.13351    0.26702    0.46729    1.2016    2.2029        0.13951             0.55589              0.055312                    1              0.12028             0.85224              0.064969               0.6606                   0            0            0            0            0            0            0           0            0            0     0.052537     0.052537      0.12124      0.27055       0.4437      0.81087       0.97399  
    cl_mt_coh        1.3658     0.6001     0.43937     0.44468    54.536          0          0          1    0.0027041    1.1598e-36    0.44468    0.59175     0.68262     0.78744    0.90837    0.90837    0.90837     1.0479    1.2088    1.3944      1.6085       1.677     1.8555     2.1292     2.5376     3.564    4.8641        0.57544             0.89861               0.12028              0.85224              0.36013                   1               0.23984              0.95574          0.00088039     0.011457     0.031709     0.074569      0.14995      0.14995      0.14995      0.2603      0.39277      0.52445      0.64214      0.66567      0.73528      0.80259      0.88599      0.97008        0.9962  
    cl_mt_pol_c      1.2821    0.41818     0.32617     0.44468    8.5411          0          0          1    0.0027041    1.1598e-36    0.44468    0.59175     0.68262     0.78744    0.90837    0.90837    0.90837     1.0479    1.2088    1.3944      1.6085      1.6102     1.7888     1.8606     2.0124    2.3992    2.7801        0.43593              0.9769              0.064969               0.6606              0.23984             0.95574               0.17487                    1          0.00093789     0.012205     0.033781     0.079445      0.15979      0.15979      0.15979     0.27786       0.4201      0.56515      0.69888      0.71783       0.8052      0.84629      0.91205      0.97989       0.99787  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_beta = 0.87
fl_crra = 2
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 2.885347 seconds.
Elapsed time is 0.125003 seconds.
                    mean        sd       coefofvar      min       max       pYis0     pYls0      pYgr0     pYisMINY      pYisMAXY      p0_1        p1          p5         p10         p15        p20        p25        p35       p50        p65        p75        p80        p85        p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35     fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    _______    ______    _______    _________    __________    _______    _______    ________    ________    _______    _______    _______    _______    ______    _______    _______    _______    _______    _______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       1.0589     1.0507      0.9922     -2.8609    6.0047          0    0.1421     0.8579    0.0026651    1.9682e-35    -2.8609    -1.4983    -0.88169    -0.31936    0.19103    0.19103    0.33517    0.65411    1.0749     1.4939     1.8106     1.9216      2.143     2.3154    2.6196    3.1463    3.5667         1.1039                   1              0.28262               0.61016               0.6875             0.84009              0.40488               0.97064          -0.0072004    -0.046489    -0.079096    -0.10094     -0.084037    -0.084037    -0.081026    -0.0083084     0.12232      0.31551      0.46642      0.55292      0.64128      0.74765      0.86119      0.96866       0.99656  
    cl_mt_pol_a    0.21493    0.44085      2.0511           0    47.263    0.55587         0    0.44413      0.55587    1.9682e-35          0          0           0           0          0          0          0          0         0    0.13351    0.20027    0.33378    0.46729    0.66756    1.1348    2.1362    3.5381        0.28262             0.61016              0.19435                     1               0.3217             0.93689              0.12736               0.72766                   0            0            0           0             0            0            0             0           0     0.069086      0.11448      0.19787      0.28728      0.40254      0.62414      0.87218       0.98304  
    cl_mt_coh       1.5003    0.77889     0.51916     0.44468    54.536          0         0          1    0.0026651    1.9682e-35    0.44468    0.59175     0.68262     0.78744    0.90837    0.90837     1.0479     1.0479    1.2772     1.5313     1.7562     1.9418     2.1559     2.4826      3.03    4.3985    6.0957         0.6875             0.84009               0.3217               0.93689              0.60668                   1              0.28497               0.92156          0.00078993     0.010152     0.027728    0.063935        0.1253       0.1253      0.21269       0.21269     0.33273      0.46456      0.57404      0.63724      0.70756      0.78386      0.87103      0.96591       0.99565  
    cl_mt_pol_c     1.2854    0.39701     0.30887     0.44468    7.2728          0         0          1    0.0026651    1.9682e-35    0.44468    0.59175     0.68262     0.78744    0.90837    0.90837     1.0452     1.0479    1.2088     1.3961     1.5429     1.6152     1.7237     1.8021    1.9586     2.319    2.6049        0.40488             0.97064              0.12736               0.72766              0.28497             0.92156              0.15762                     1          0.00092202     0.011852     0.032378    0.074684       0.14662      0.14662      0.15792       0.25159       0.379      0.53493      0.64797      0.70973      0.78205      0.84223      0.91669      0.98111       0.99789  

Simulate Model with Discount = 0.925

close all

for fl_crra = ar_fl_crra

    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp(['fl_beta = ' num2str(ar_fl_beta(2))]);
    disp(['fl_crra = ' num2str(fl_crra)]);
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('');
    disp('');
    disp('');
    disp('');

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

    % Simulation Accuracy
    param_map('it_a_n') = it_a_n;
    param_map('it_z_n') = it_z_n;
    param_map('fl_beta') = ar_fl_beta(2);
    param_map('fl_crra') = fl_crra;

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

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

    % Call Distribution CProgram
    result_map = ff_az_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_beta = 0.925
fl_crra = 1
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 2.444612 seconds.
Elapsed time is 0.127902 seconds.
                    mean        sd       coefofvar      min       max       pYis0      pYls0      pYgr0     pYisMINY      pYisMAXY       p0_1         p1         p5         p10        p15        p20        p25       p35       p50        p65         p75        p80        p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    _______    _______    _______    _________    ___________    _______    ________    _______    _______    _______    _______    _______    ______    ______    ________    _______    _______    _______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.6594     1.4205     0.53415     -1.2225    18.009          0    0.02786    0.97214    0.0026784    -3.3462e-34    -1.2225    -0.19863    0.34254    0.88893     1.4375     1.4375     1.5101    1.9872    2.5379      3.1371     3.6437     3.7735     4.2021    4.4731      5.05    6.2134    7.2721         2.0179                   1              0.39986               0.67428              0.96511             0.89902              0.56526               0.99396          -0.0012312    -0.0044673    0.00055697    0.024231     0.081501     0.081501      0.08525      0.17907      0.30766      0.45159      0.59401       0.6528      0.72804      0.80649      0.89191      0.97495       0.99722  
    cl_mt_pol_a    0.18804    0.41746      2.2201           0     47.53    0.58398          0    0.41602      0.58398    -3.3462e-34          0           0          0          0          0          0          0         0         0    0.066756    0.20027    0.26702    0.40053    0.6008    1.0013    2.0694    3.5381        0.39986             0.67428              0.17427                     1              0.29256             0.92733              0.11828               0.70775                   0             0             0           0            0            0            0            0            0     0.035968      0.11355      0.17134      0.25784       0.3814      0.57188      0.85843       0.98073  
    cl_mt_coh       1.4727    0.75572     0.51314     0.44468    54.536          0          0          1    0.0026784    -3.3462e-34    0.44468     0.59175    0.68262    0.78744    0.90837    0.90837    0.97679    1.0479    1.2088      1.4825     1.7365     1.8822     2.0875    2.4142    2.9616    4.3188    6.0407        0.96511             0.89902              0.29256               0.92733              0.57111                   1              0.27855               0.92071          0.00080872      0.010439      0.028637    0.066429      0.13104      0.13104      0.13606      0.22274       0.3285       0.4699      0.57989      0.64296      0.70606      0.78588       0.8739       0.9657       0.99551  
    cl_mt_pol_c     1.2847    0.40033     0.31162     0.44468    7.0058          0          0          1    0.0026784    -3.3462e-34    0.44468     0.59175    0.68262    0.78744    0.90837    0.90837    0.97679    1.0479    1.2088      1.3961     1.5418     1.6147     1.7237    1.8005    1.9573     2.319    2.6015        0.56526             0.99396              0.11828               0.70775              0.27855             0.92071              0.16027                     1          0.00092709      0.011968      0.032837     0.07619      0.15041      0.15041      0.15664      0.25751      0.38504      0.54561      0.64993      0.70869      0.78355      0.84135      0.91577      0.98099       0.99793  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_beta = 0.925
fl_crra = 1.5
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 4.216978 seconds.
Elapsed time is 0.281671 seconds.
                    mean        sd       coefofvar      min       max       pYis0      pYls0       pYgr0     pYisMINY      pYisMAXY       p0_1         p1          p5          p10        p15        p20       p25       p35        p50        p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    _______    ________    _______    _________    ___________    _______    ________    _________    _______    _______    _______    ______    ______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.4043     1.4061     0.58483     -1.8848    12.688          0    0.060142    0.93986    0.0025063    -3.9722e-37    -1.8848    -0.64835    -0.037379    0.55225     1.1182     1.1182     1.661    1.7806     2.3352     2.8956     3.3348      3.601    3.8476     4.211    4.7277    5.6713    6.5408         1.9771                   1              0.81955               0.73154               1.3342             0.85824               0.5146               0.99329          -0.0019647    -0.0098366    -0.010657    0.0025325     0.04184      0.04184      0.11358      0.13729      0.26753      0.43601      0.56474      0.63932      0.71667      0.79795         0.89      0.97479       0.99719  
    cl_mt_pol_a    0.49033    0.79674      1.6249           0    48.732    0.35663           0    0.64337      0.35663     7.4014e-38          0           0            0          0          0          0         0         0    0.13351    0.40053    0.66756    0.80107    1.0681    1.4686    2.1362    3.7383    5.8077        0.81955             0.73154               0.6348                     1              0.86064             0.97707              0.22584               0.76933                   0             0            0            0           0            0            0            0     0.031851      0.13036      0.22585      0.28395      0.38309      0.51964      0.68981      0.90664       0.98684  
    cl_mt_coh       1.7826     1.1056     0.62019     0.44468    54.536          0           0          1    0.0025063    -3.9722e-37    0.44468     0.59175      0.68262    0.78744    0.90837    0.93387    1.0479    1.2088     1.4584     1.8049     2.1667     2.4164    2.7451    3.2219    4.0034    5.8926     8.219         1.3342             0.85824              0.86064               0.97707               1.2222                   1               0.3616               0.88771          0.00062521     0.0078029     0.020741     0.046176     0.08708     0.088552      0.14363      0.20792      0.29033      0.42612      0.53863      0.60103      0.67566      0.75697      0.85542      0.96151       0.99494  
    cl_mt_pol_c     1.2923    0.36845     0.28512     0.44468    5.8042          0           0          1    0.0025063    -3.9722e-37    0.44468     0.59175      0.68262    0.78744    0.90837    0.92429    1.0479    1.1196     1.2822     1.4291     1.5501     1.6269    1.6686    1.7537    1.9123    2.1893    2.4809         0.5146             0.99329              0.22584               0.76933               0.3616             0.88771              0.13576                     1          0.00086244      0.010775      0.02867      0.06392     0.12151       0.1234      0.20669      0.24747      0.39099      0.54368      0.65828       0.7204      0.78524      0.84892       0.9195      0.98203       0.99804  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_beta = 0.925
fl_crra = 2
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 3.820879 seconds.
Elapsed time is 0.312200 seconds.
                    mean        sd       coefofvar      min       max       pYis0      pYls0       pYgr0     pYisMINY     pYisMAXY       p0_1        p1          p5         p10        p15        p20         p25         p35        p50        p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    _______    ________    _______    ________    ___________    _______    _______    ________    _______    _______    ________    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       2.2207     1.3879     0.62498     -2.6425    9.5134          0    0.058393    0.94161    0.002212    -1.7441e-34    -2.6425    -1.1103    -0.40643    0.24145    0.83535      1.0514      1.3804     1.8081     2.3209     2.8262    3.1757    3.3895    3.6505    3.9576    4.3958    5.1619    5.8568         1.9263                   1               1.2022               0.75147               1.6757             0.83559              0.47353               0.98995          -0.0026321    -0.014493    -0.020343    -0.016698    0.0061356     0.020443     0.056519      0.1182      0.25384      0.42437       0.5588      0.63292      0.71357      0.79802      0.89108      0.97536       0.99728  
    cl_mt_pol_a    0.85479     1.1526      1.3484           0    49.466    0.19854           0    0.80146     0.19854    -1.7441e-34          0          0           0          0          0    0.066756    0.066756    0.13351    0.40053    0.80107    1.2016    1.4686    1.8024    2.3364    3.2043    5.2737    7.8772         1.2022             0.75147               1.3286                     1               1.6488             0.98999              0.32021               0.80607                   0            0            0            0            0    0.0078196    0.0078196    0.016469      0.07004      0.17576      0.29556      0.37156      0.45707      0.58489      0.73771      0.92678       0.99007  
    cl_mt_coh       2.1562     1.4449     0.67013     0.44468    54.536          0           0          1    0.002212    -1.7441e-34    0.44468    0.59175     0.75104    0.85587    0.92429      1.0479      1.1163     1.3456     1.7321     2.2244    2.7033    3.0366     3.456    4.0585    5.0828    7.3473    10.201         1.6757             0.83559               1.6488               0.98999               2.0878                   1              0.43899               0.88154           0.0004562    0.0054368     0.015417     0.033845     0.054832     0.086326      0.10345      0.1652      0.26869      0.40596      0.51687      0.58377      0.66037      0.74553      0.85014      0.96011       0.99481  
    cl_mt_pol_c     1.3014    0.34465     0.26483     0.44468    5.0698          0           0          1    0.002212    -1.7441e-34    0.44468    0.59175     0.75104    0.85587    0.90837      1.0469      1.0495      1.142     1.2906     1.4178    1.5268    1.5936    1.6636    1.7537    1.8689    2.1305    2.4045        0.47353             0.98995              0.32021               0.80607              0.43899             0.88154              0.11878                     1          0.00075584    0.0090376     0.026063     0.058562     0.093897       0.1294       0.1834     0.25194      0.39399      0.55527      0.66518      0.72498      0.78831      0.85333      0.92228      0.98281       0.99811  

Simulate Model with Discount = 0.97

close all

for fl_crra = ar_fl_crra

    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp(['fl_beta = ' num2str(ar_fl_beta(3))]);
    disp(['fl_crra = ' num2str(fl_crra)]);
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('');
    disp('');
    disp('');
    disp('');

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

    % Simulation Accuracy
    param_map('it_a_n') = it_a_n;
    param_map('it_z_n') = it_z_n;
    param_map('fl_beta') = ar_fl_beta(3);
    param_map('fl_crra') = fl_crra;

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

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

    % Call Distribution CProgram
    result_map = ff_az_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_beta = 0.97
fl_crra = 1
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 8.655768 seconds.
Elapsed time is 0.384052 seconds.
                    mean       sd       coefofvar      min       max       pYis0     pYls0     pYgr0     pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15       p20        p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _______    ______    _______    _____    _______    _________    __________    _______    _______    _______    _______    _______    ______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      9.7031     3.1321     0.32279      2.5093    33.653          0      0            1    0.0009622    3.1723e-11     2.6524     3.8193     5.0864     5.9362     6.5059    6.9925     7.4064    8.1842    9.3687    10.619    11.639    12.257    12.991    13.945    15.402     18.21    21.418         9.8102                   1               10.258               0.92444               11.116              0.9367               0.85853              0.97806          0.00028773    0.0038435     0.023035      0.052103     0.084236     0.11885      0.15606      0.23699      0.37328      0.52627      0.64077      0.70262      0.76739      0.83689      0.91186      0.97983       0.99768  
    cl_mt_pol_a    3.5901     3.5427     0.98681           0        50    0.06711      0      0.93289      0.06711    3.7744e-10          0          0          0    0.13351    0.40053    0.6008    0.86782    1.4686    2.6035    4.0053    5.2069     6.008    7.0761    8.4112    10.681    15.554    21.762         10.258             0.92444               12.551                     1               13.414             0.99933               0.86344              0.86966                   0            0            0    0.00089503    0.0056551    0.011761     0.022573     0.055557      0.14401      0.27993      0.40484      0.48207      0.57311      0.67888      0.81017      0.95009       0.99334  
    cl_mt_coh      4.9598     3.7889     0.76393     0.44468    54.536          0      0            1    0.0009622    3.1723e-11    0.51297    0.68262    0.90837      1.198     1.4717    1.7774     2.0875    2.7718    3.9458    5.4403    6.7724    7.6166    8.7114    10.146    12.488    17.525    23.975         11.116              0.9367               13.414               0.99933               14.356                   1               0.94198              0.88711          0.00031062    0.0023604    0.0085465      0.018288     0.032053    0.048023     0.067936       0.1171      0.21811      0.35845      0.48112      0.55393      0.63586      0.73014      0.84281      0.95897       0.99465  
    cl_mt_pol_c    1.3698    0.28025      0.2046     0.44468    4.5358          0      0            1    0.0009622    3.1723e-11    0.51297    0.66017    0.89624      1.039     1.0895     1.142     1.2081    1.2798    1.3794    1.4812    1.5492    1.6019    1.6519    1.7099    1.8172    2.0119    2.2427        0.85853             0.97806              0.86344               0.86966              0.94198             0.88711              0.078542                    1           0.0011247    0.0042113     0.027016       0.06185      0.10079     0.14206      0.18529      0.27495      0.42049      0.57741      0.68748      0.74486      0.80382      0.86505      0.92959      0.98461        0.9983  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_beta = 0.97
fl_crra = 1.5
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 11.309466 seconds.
Elapsed time is 0.269831 seconds.
                    mean       sd       coefofvar      min       max       pYis0      pYls0    pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5         p10        p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _______    ______    ________    _____    ______    __________    __________    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        9.73     3.1172     0.32037      1.4354    26.197           0      0           1    0.00057637    6.7203e-09     2.1403     3.5805     4.9932      5.838     6.4762    7.0114    7.4668    8.3135    9.5138    10.786    11.776    12.356    13.042    13.913    15.201      17.6    20.188         9.7172                   1               13.884               0.93426                14.73             0.94189               0.84561              0.98916          0.00040744     0.0041385      0.021298     0.049483     0.08124        0.116      0.15371      0.23416      0.37168      0.52844      0.64399      0.70559      0.77079       0.8399      0.91437      0.98077       0.99784  
    cl_mt_pol_a    5.4081     4.7673     0.88152           0        50    0.025303      0      0.9747      0.025303    1.2197e-07          0          0    0.13351    0.53405    0.93458    1.3351    1.8024    2.6702    4.2056    6.0748    7.8104    8.8785    10.147    11.949     14.82    20.961    28.772         13.884             0.93426               22.728                     1                23.91             0.99973                1.1824              0.90439                   0             0    0.00042546    0.0041313    0.011047     0.021795     0.037059     0.078287       0.1707      0.31411      0.44213      0.52092      0.60597      0.70798      0.82864      0.95526       0.99411  
    cl_mt_coh      6.8233     5.0167     0.73523     0.44468    54.536           0      0           1    0.00057637    6.7203e-09    0.51297    0.68262     1.1296     1.5997     2.0742    2.5506    3.0295     3.988    5.6323     7.614     9.393    10.488    11.815    13.693    16.673    23.012      31.1          14.73             0.94189                23.91               0.99973               25.168                   1                1.2576               0.9141          0.00013148    0.00092583      0.006643     0.016531    0.030098      0.04724     0.067609      0.11854      0.22375      0.36799        0.492      0.56457      0.64604      0.73924      0.84931      0.96107       0.99497  
    cl_mt_pol_c    1.4152    0.27424     0.19378     0.44468    4.5358           0      0           1    0.00057637    6.7203e-09    0.51297    0.68262      0.968     1.0619     1.1463    1.2041    1.2422    1.3216    1.4183    1.5159    1.5952    1.6331    1.6877    1.7595    1.8589    2.0683    2.3223        0.84561             0.98916               1.1824               0.90439               1.2576              0.9141              0.075208                    1          0.00063393     0.0045937      0.028828     0.065524     0.10505      0.14553      0.18905      0.27989      0.42469      0.57988      0.68964      0.74659      0.80516      0.86608      0.92988      0.98462       0.99829  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_beta = 0.97
fl_crra = 2
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 10.945521 seconds.
Elapsed time is 0.363575 seconds.
                    mean       sd       coefofvar      min       max      pYis0     pYls0    pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5        p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _______    ______    ______    _____    ______    __________    __________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      9.5817     2.9249     0.30526     0.29892    20.937         0      0           1    0.00034822    1.1243e-07     1.1791     3.1101     4.9002     5.833    6.4941    7.0328    7.5046    8.3635    9.5245     10.71    11.596    12.105      12.7    13.435    14.494    16.372    18.241         8.5552                   1               16.155               0.93248               16.964             0.93809               0.80872              0.99428          0.00011489    0.0025868     0.020045    0.048562     0.080625      0.11615      0.15379       0.2368      0.37685      0.53555      0.65168      0.71315      0.77805      0.84594      0.91842      0.98206       0.99804  
    cl_mt_pol_a    7.2743     5.9232     0.81426           0        50    0.0148      0      0.9852        0.0148    2.4464e-06          0          0    0.40053    1.0013    1.6021    2.1362    2.8037    3.9386    5.9413    8.2777    10.347    11.682    13.218    15.421    18.825    26.235    35.447         16.155             0.93248               35.085                     1               36.616             0.99986                1.5312               0.9296                   0            0    0.0011338    0.006098     0.015481     0.027823     0.046522      0.09264      0.19414      0.33945      0.46632      0.54287      0.62555      0.72546      0.84023      0.95889       0.99469  
    cl_mt_coh      8.7362     6.1826      0.7077     0.44468    54.536         0      0           1    0.00034822    1.1243e-07    0.51297    0.78744     1.4558    2.1427    2.7825    3.3984    4.0585    5.2946     7.367    9.8195    11.982     13.32    14.962      17.2    20.754    28.349     37.86         16.964             0.93809               36.616               0.99986               38.224                   1                1.6085              0.93558          6.1194e-05    0.0008539    0.0060183    0.016426       0.0306       0.0482      0.06966      0.12332      0.23165      0.37817      0.50228      0.57479      0.65547      0.74734      0.85469       0.9628       0.99525  
    cl_mt_pol_c    1.4619    0.27808     0.19022     0.44468    4.5358         0      0           1    0.00034822    1.1243e-07    0.51297    0.78744     1.0094     1.138    1.1737    1.2472    1.2767     1.361    1.4562    1.5552    1.6377    1.6865     1.742    1.8066    1.9273    2.1443     2.428        0.80872             0.99428               1.5312                0.9296               1.6085             0.93558              0.077329                    1           0.0003657    0.0058832     0.030051     0.06696      0.10656      0.14806      0.19106      0.28189      0.42573      0.58084      0.68982      0.74668      0.80532      0.86592      0.92949      0.98448       0.99827