Test Shock Persistence and Variance (Savings Distribution)

back to Fan's Dynamic Assets Repository Table of Content.

@seealso

Contents

Set Shared Parameters

close all;
clear all;

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

Simulate Model with schok persistence = 0.0, IID

for fl_z_sig = ar_fl_z_sig

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

    % Call Default Parameters <https://fanwangecon.github.io/CodeDynaAsset/m_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_z_rho') = ar_fl_z_rho(1);
    param_map('fl_z_sig') = fl_z_sig;

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

    % Call Grid Generator <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_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_z_rho = 0
fl_z_sig = 0.05
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 3.816040 seconds.
Warning: The shifted operator is close to singular or badly scaled. RCOND =
7.604831e-17. Consider using a different value for sigma. 
Elapsed time is 0.302079 seconds.
                     mean         sd       coefofvar     min       max       pYis0     pYls0     pYgr0     pYisMINY      pYisMAXY      p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75        p80         p85         p90         p95         p99        p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    ________    _________    ______    ______    _______    _____    _______    _________    __________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________    ________    ________    ________    ________    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        3.8352    0.048674    0.012691      3.688    14.429          0      0            1    0.0021324    1.6022e-35     3.688    3.7284    3.7483     3.768    3.7875    3.7875    3.8067     3.818    3.8359    3.8537    3.8633      3.8819      3.8819      3.9015       3.921      3.9447     3.9875       0.0023692                  1              0.0010174             0.72196             0.0034473            0.99908              0.0024299             0.94061          0.0020506     0.020826    0.052476     0.11269      0.20921      0.20921      0.33967      0.35406      0.51202      0.66632      0.76137      0.85683      0.85683      0.92089      0.96009      0.98967       0.99911  
    cl_mt_pol_a    0.014137    0.028953      2.0481          0    48.064    0.79852      0      0.20148      0.79852    5.0855e-36         0         0         0         0         0         0         0         0         0         0         0    0.066756    0.066756    0.066756    0.066756    0.066756    0.13351       0.0010174            0.72196             0.00083829                   1             0.0015234            0.74222             0.00068508             0.44583                  0            0           0           0            0            0            0            0            0            0            0      0.90431      0.90431      0.90431      0.90431      0.90431       0.99568  
    cl_mt_coh        1.2945    0.070889    0.054762     1.1003    52.735          0      0            1    0.0021324    1.6022e-35    1.1003    1.1485    1.1734    1.1988    1.2248    1.2248    1.2513    1.2672    1.2932    1.3197    1.3344      1.3633      1.3633      1.3928       1.423      1.4612     1.5296       0.0034473            0.99908              0.0015234             0.74222             0.0050252                  1              0.0035018             0.93077          0.0018126     0.018874    0.048227     0.10498      0.19744      0.19744      0.32444      0.33859      0.49517      0.65071      0.74798      0.84696      0.84696       0.9144      0.95626      0.98844       0.99897  
    cl_mt_pol_c      1.2804    0.053073    0.041452     1.1003    4.6923          0      0            1    0.0021324    1.5701e-35    1.1003    1.1485    1.1734    1.1988    1.2248    1.2248    1.2513    1.2672    1.2932    1.3061    1.3197      1.3344      1.3344       1.336      1.3518       1.387     1.3945       0.0024299            0.94061             0.00068508             0.44583             0.0035018            0.93077              0.0028168                   1          0.0018326     0.019083    0.048759     0.10613      0.19962      0.19962      0.32802      0.34233      0.50064      0.68885      0.75017      0.88307      0.88307      0.90744      0.94688      0.98912       0.99892  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_z_rho = 0
fl_z_sig = 0.1
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 4.078413 seconds.
Warning: The shifted operator is close to singular or badly scaled. RCOND =
2.686277e-17. Consider using a different value for sigma. 
Elapsed time is 0.113281 seconds.
                     mean         sd       coefofvar      min       max       pYis0     pYls0     pYgr0     pYisMINY     pYisMAXY      p0_1        p1        p5       p10       p15       p20       p25       p35        p50         p65         p75        p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    ________    _________    _______    ______    _______    _____    _______    _________    _________    _______    ______    ______    ______    ______    ______    ______    ______    ________    ________    _______    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        3.8221     0.10533    0.027559      3.4853    14.449          0      0            1    0.0011244    1.672e-35     3.4853    3.5717    3.6544    3.6945    3.7097    3.7337    3.7464    3.7753      3.8187      3.8562      3.894     3.9007     3.9327     3.9613     4.0129     4.0945     4.1743        0.011095                  1              0.007949              0.90699              0.016252            0.99782             0.0083027              0.94737           0.0010253     0.011239    0.064433     0.12779      0.14875      0.21978       0.2542      0.34038      0.52427      0.65775      0.76893      0.79804      0.85579      0.89575      0.95134      0.99013       0.99896  
    cl_mt_pol_a    0.071441    0.083204      1.1647           0    48.264    0.42104      0      0.57896      0.42104    1.672e-35          0         0         0         0         0         0         0         0    0.066756    0.066756    0.13351    0.13351    0.13351    0.20027    0.26702    0.33378    0.46729        0.007949            0.90699             0.0069229                    1              0.011955             0.9292             0.0050316              0.72683                   0            0           0           0            0            0            0            0      0.26849      0.26849      0.59461      0.59461      0.59461      0.77871      0.88081      0.97176       0.99606  
    cl_mt_coh        1.3532     0.15462     0.11426     0.94347    52.969          0      0            1    0.0011244    1.672e-35    0.94347    1.0279    1.1199    1.1689    1.1883    1.2201    1.2374    1.2782       1.342      1.3977     1.4559     1.4662     1.5167     1.5622     1.6463     1.7832     1.9207        0.016252            0.99782              0.011955               0.9292              0.023909                  1              0.011954               0.9292          0.00078391    0.0090164    0.054488     0.11089      0.12986      0.19537      0.22748      0.30954      0.48977      0.62537      0.74168      0.77258      0.83514      0.87902      0.94188       0.9876       0.99862  
    cl_mt_pol_c      1.2818    0.083202    0.064911     0.94347    4.7048          0      0            1    0.0011244    1.672e-35    0.94347    1.0279    1.1199    1.1689    1.1883    1.2201    1.2374    1.2735      1.2885      1.3208     1.3327     1.3436     1.3782     1.3832     1.3909       1.42     1.4566       0.0083027            0.94737             0.0050316              0.72683              0.011954             0.9292             0.0069226                    1          0.00082761     0.009519    0.057524     0.11707       0.1371      0.20626      0.24016      0.38858      0.48562       0.6297      0.74788      0.78951      0.85466      0.91218      0.96034      0.98868       0.99888  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_z_rho = 0
fl_z_sig = 0.3
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 4.365843 seconds.
Elapsed time is 0.317462 seconds.
                    mean       sd       coefofvar      min       max       pYis0     pYls0     pYgr0      pYisMINY      pYisMAXY      p0_1        p1         p5        p10        p15         p20        p25        p35        p50       p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ______    _______    _________    _______    ______    _______    _____    _______    __________    __________    _______    _______    _______    ______    ________    _______    _______    _______    _______    ______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      3.7859    0.40478     0.10692      2.3614    14.566          0      0            1    0.00033188    1.0817e-34      2.538     2.8589     3.1411    3.2754      3.3857     3.4463     3.5018     3.6173     3.7666    3.9232     4.0487     4.1236    4.2086    4.3213     4.486    4.8108    5.1772         0.16385                  1               0.18073              0.96382                0.2476            0.99126              0.066869              0.96342           0.0007517    0.0078564    0.041876    0.087366        0.1277     0.17687      0.21998      0.31365      0.46528      0.61281      0.71884      0.77113      0.82497       0.8807      0.93928      0.98707       0.99862  
    cl_mt_pol_a     0.523    0.46324     0.88575           0    49.533    0.12428      0      0.87572       0.12428    1.0817e-34          0          0          0         0    0.066756    0.13351    0.13351    0.26702    0.40053    0.6008    0.80107    0.86782    1.0013    1.2016    1.4019    2.0027    2.6702         0.18073            0.96382               0.21459                    1               0.28299            0.98996              0.068394              0.86103                   0            0           0           0     0.0077863    0.025035     0.025035     0.086769      0.16852       0.3265      0.48887      0.54415      0.63479      0.74803      0.83586      0.96248       0.99461  
    cl_mt_coh      1.8161    0.61708     0.33979     0.49728    54.258          0      0            1    0.00033188    1.0817e-34    0.56551    0.73134    0.94579    1.0826      1.2124     1.2879       1.36     1.5159     1.7331    1.9758     2.1811     2.3072    2.4548    2.6564     2.962    3.6034    4.3872          0.2476            0.99126               0.28299              0.98996               0.38078                  1              0.097796              0.92425          0.00034388    0.0040369     0.02454    0.055164      0.084422     0.12186      0.15631      0.23533      0.37464      0.52313      0.63838      0.69823      0.76225      0.83167      0.90924      0.97858       0.99745  
    cl_mt_pol_c    1.2931    0.17147     0.13261     0.49728    4.7257          0      0            1    0.00033188    1.0817e-34    0.56551    0.73134    0.94579    1.0826      1.1456     1.1564     1.2157      1.248     1.3164    1.3733     1.4066     1.4377    1.4584    1.4844    1.5383    1.6217    1.7083        0.066869            0.96342              0.068394              0.86103              0.097796            0.92425              0.029402                    1          0.00048296    0.0056697    0.034466    0.077476       0.11957     0.16175      0.21619      0.30403      0.45539      0.61285      0.71507      0.76743      0.82589       0.8812      0.93926      0.98736       0.99868  

Simulate Model with schok persistence = 0.5

close all

for fl_z_sig = ar_fl_z_sig

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

    % Call Default Parameters <https://fanwangecon.github.io/CodeDynaAsset/m_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_z_rho') = ar_fl_z_rho(2);
    param_map('fl_z_sig') = fl_z_sig;

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

    % Call Grid Generator <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_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_z_rho = 0.5
fl_z_sig = 0.05
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 3.669387 seconds.
Elapsed time is 0.085203 seconds.
                     mean          sd       coefofvar     min       max       pYis0     pYls0     pYgr0     pYisMINY     pYisMAXY       p0_1       p1        p5       p10       p15       p20       p25       p35       p50       p65       p75       p80       p85       p90        p95         p99        p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _________    ________    _________    ______    ______    _______    _____    _______    ________    ___________    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________    ________    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val         3.8176    0.099885    0.026164     3.5195    14.453          0      0            1    0.002686     2.5609e-35    3.5195    3.6054    3.6481    3.6905    3.7326    3.7326    3.7326    3.7744    3.8159     3.857    3.8978    3.8978    3.9382    3.9382      3.9782      4.0588     4.1384        0.0099769                 1             0.00082533             0.46332              0.0079515            0.9919              0.0071262             0.98951          0.0024762     0.025385    0.063482     0.13564      0.24955      0.24955      0.24955      0.39947      0.56405      0.71513      0.83187      0.83187      0.90895      0.90895      0.95373      0.98974       0.99938  
    cl_mt_pol_a    0.0040527    0.017834      4.4005          0    48.064    0.94567      0      0.05433     0.94567    -7.4605e-36         0         0         0         0         0         0         0         0         0         0         0         0         0         0    0.066756    0.066756    0.13351       0.00082533           0.46332             0.00031805                   1             0.00078038           0.54523             0.00046234             0.35956                  0            0           0           0            0            0            0            0            0            0            0            0            0            0      0.80207      0.80207       0.96497  
    cl_mt_coh         1.2842    0.080257    0.062498     1.0746    52.769          0      0            1    0.002686     2.5609e-35    1.0746    1.1291    1.1574    1.1864    1.2161    1.2161    1.2161    1.2466    1.2778    1.3099    1.3427    1.3427    1.3763    1.3763      1.4111      1.5132     1.5879        0.0079515            0.9919             0.00078038             0.54523              0.0064412                 1              0.0056608             0.97827          0.0022477     0.023501    0.059426     0.12834      0.23852      0.23852      0.23852      0.38527      0.54805      0.69864      0.81547      0.81547      0.89282      0.89282      0.94815      0.98824       0.99912  
    cl_mt_pol_c       1.2801    0.072101    0.056324     1.0746    4.7054          0      0            1    0.002686     2.5609e-35    1.0746    1.1291    1.1574    1.1864    1.2161    1.2161    1.2161    1.2466    1.2778    1.3099    1.3427    1.3427    1.3763    1.3763      1.4108      1.4156     1.4544        0.0071262           0.98951             0.00046234             0.35956              0.0056608           0.97827              0.0051985                   1          0.0022548     0.023576    0.059614     0.12875      0.23928      0.23928      0.23928      0.38649      0.54979      0.70097      0.81844      0.81844      0.90577      0.90577      0.97654         0.99       0.99974  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_z_rho = 0.5
fl_z_sig = 0.1
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 4.294621 seconds.
Warning: The shifted operator is close to singular or badly scaled. RCOND =
2.562586e-18. Consider using a different value for sigma. 
Elapsed time is 0.166681 seconds.
                     mean        sd       coefofvar      min       max       pYis0     pYls0     pYgr0     pYisMINY      pYisMAXY      p0_1        p1         p5       p10       p15       p20       p25       p35       p50        p65         p75         p80        p85        p90        p95        p99       p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1    fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _______    ______    _______    _____    _______    _________    __________    _______    _______    ______    ______    ______    ______    ______    ______    ______    ________    ________    _______    _______    _______    _______    _______    _______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    ________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        3.7703     0.2281    0.060498        3.11    14.499          0      0            1    0.0024529    3.9152e-38       3.11     3.2918    3.3811    3.4691    3.5557    3.5557    3.6411    3.6904    3.7711      3.8526       3.933     3.9728     4.0145     4.0576     4.1739     4.3293     4.5223        0.052029                  1              0.020925              0.80199              0.048051             0.9693              0.027126              0.97412          0.0020233     0.020638    0.051024     0.10771      0.19702      0.19702      0.31517      0.35618       0.5056      0.64713      0.76397      0.80308      0.85034      0.89452      0.94727      0.98839       0.99893  
    cl_mt_pol_a    0.072602    0.11439      1.5755           0    48.331    0.52906      0      0.47094      0.52906    3.9152e-38          0          0         0         0         0         0         0         0         0    0.066756    0.066756    0.13351    0.20027    0.20027    0.33378    0.53405    0.73431        0.020925            0.80199              0.013084                    1              0.022707            0.91339             0.0096225              0.68906                  0            0           0           0            0            0            0            0            0      0.21329      0.21329        0.374       0.5215       0.5215      0.80186      0.93883       0.98985  
    cl_mt_coh        1.3544    0.21733     0.16046     0.89914    53.048          0      0            1    0.0024529    3.9152e-38    0.89914    0.99269    1.0431     1.096    1.1516    1.1644      1.21    1.2714    1.3359      1.4043      1.4727     1.5405     1.5497     1.6283      1.755     2.0201     2.3125        0.048051             0.9693              0.022707              0.91339              0.047234                  1              0.024527               0.9244          0.0016284     0.016747     0.04174    0.088513      0.16155      0.17174      0.25771      0.36695      0.47763      0.62479       0.7034      0.75969      0.81271      0.87036      0.93342      0.98444       0.99834  
    cl_mt_pol_c      1.2818    0.12208    0.095242     0.89914    4.7166          0      0            1    0.0024529    3.9152e-38    0.89914    0.99269    1.0431     1.096    1.1516    1.1644      1.21    1.2714    1.2784      1.3375      1.4053     1.4076     1.4098     1.4131     1.4297     1.5065     1.5697        0.027126            0.97412             0.0096225              0.68906              0.024527             0.9244              0.014904                    1          0.0017206     0.017696    0.044104    0.093527      0.17071      0.18151      0.27316      0.39683      0.47199      0.65553      0.75688      0.78252      0.84903      0.88796      0.94316      0.98827       0.99878  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_z_rho = 0.5
fl_z_sig = 0.3
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 4.865116 seconds.
Elapsed time is 0.491750 seconds.
                    mean        sd       coefofvar      min       max       pYis0     pYls0     pYgr0     pYisMINY      pYisMAXY      p0_1        p1        p5         p10        p15         p20        p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    _______    _________    _______    ______    _______    _____    _______    _________    __________    _______    ______    _______    _______    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val       3.6035    0.91546     0.25405     0.75369    14.706          0      0            1    0.0010815    1.5539e-34    0.75369     1.461     2.1062     2.4352      2.6958     2.8213     2.9776     3.2447     3.5768    3.9246    4.2065    4.3572    4.5581    4.7986    5.1624    5.8686    6.6269        0.83808                   1              0.78788               0.90549               1.0235             0.94629               0.23562              0.98716          0.00022619    0.0037191     0.02678    0.058441       0.10523     0.13437      0.17385      0.26049      0.40303      0.55606      0.67143      0.72881      0.79075      0.85388      0.92238      0.98285       0.99809  
    cl_mt_pol_a    0.92661    0.95046      1.0257           0    49.866    0.11184      0      0.88816      0.11184    1.5539e-34          0         0          0          0    0.066756    0.13351    0.20027    0.40053    0.66756    1.0013    1.3351    1.6021    1.8692    2.2029    2.8705    4.1389    5.8745        0.78788             0.90549              0.90337                     1               1.1156             0.99349               0.21226              0.85652                   0            0           0           0     0.0045843    0.010543      0.02369     0.065893      0.14472      0.26542      0.39409      0.49136      0.57807       0.6749      0.81488      0.94686       0.99292  
    cl_mt_coh       2.2298     1.1815     0.52986     0.42606    54.655          0      0            1    0.0010815    1.5539e-34    0.42606    0.6311    0.83999     0.9839      1.1067     1.2436      1.374     1.6025     1.9572    2.4277    2.8342    3.0846    3.3941    3.8234    4.5448      6.02    7.9289         1.0235             0.94629               1.1156               0.99349               1.3959                   1               0.28023              0.90973          0.00020665    0.0024661    0.017305     0.03637       0.06193    0.090951      0.11642      0.18693      0.30162      0.45032      0.56581      0.63207      0.70422      0.78501      0.87863      0.96944       0.99615  
    cl_mt_pol_c     1.3032    0.26073     0.20007     0.42606    4.7886          0      0            1    0.0010815    1.5539e-34    0.42606    0.6311    0.83999    0.96348      1.0383     1.1084     1.1394     1.2128      1.334    1.4206    1.4931    1.5182    1.5782    1.6092    1.6943    1.8658    2.0417        0.23562             0.98716              0.21226               0.85652              0.28023             0.90973              0.067979                    1          0.00035358    0.0042196    0.029975    0.065019       0.10478     0.14448      0.19096       0.2768      0.42235      0.58052      0.69123      0.74959      0.80791      0.86885      0.93111      0.98531        0.9984  

Simulate Model with schok persistence = 0.99 (very persistent)

close all

for fl_z_sig = ar_fl_z_sig

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

    % Call Default Parameters <https://fanwangecon.github.io/CodeDynaAsset/m_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_z_rho') = ar_fl_z_rho(3);
    param_map('fl_z_sig') = fl_z_sig;

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

    % Call Grid Generator <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_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_z_rho = 0.99
fl_z_sig = 0.05
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 4.872109 seconds.
Warning: The shifted operator is close to singular or badly scaled. RCOND =
9.874869e-17. Consider using a different value for sigma. 
Elapsed time is 0.088022 seconds.
                     mean              sd                  coefofvar           min       max      pYis0     pYls0        pYgr0       pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val     fl_cor_cl_mt_val      fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh     fl_cor_cl_mt_coh      fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c     fracByP0_1    fracByP1     fracByP5    fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    ___________________    ___________________    _______    ______    _____    _______    ___________    _________    ___________    _______    _______    _______    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ___________________    __________________    __________________    ________________    ___________________    __________________    ___________________    __________    _________    ________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        1.8065     5.9586+0i              3.2985+0i             -15.387    17.909      0      0.30037        0.69963    0.0076808    -1.4975e-36    -15.387    -12.918    -10.061    -7.2594    -4.6092    -2.1252    -2.1252    0.19685    2.3655    4.3902    6.2799    6.2799    8.0428    9.6845    11.203    12.567     13.62           35.505             1+0i                -1.1753e-30          0+1.1372e-16i              3.0877       0.92623+0i                     3.0877        0.92623+0i             -0.065425      -0.18371    -0.36001    -0.57636     -0.78397     -0.91254     -0.91254     -0.89832     -0.71713     -0.40011     -0.020189    -0.020189     0.34208       0.6307      0.82702      0.94209          1     
    cl_mt_pol_a    -1.4e-31          0+1.7344e-15i          0-1.2388e+16i          0    48.264      1            0    -8.8237e-33            1    -1.2186e-37          0          0          0          0          0          0          0          0         0         0         0         0         0         0         0         0         0      -1.1753e-30             0+1.1372e-16i       -3.0081e-30          1+0i                  -3.2452e-30             0+3.3445e-15i       -2.3706e-31              0+2.4431e-16i            0             0           0           0            0            0            0            0            0            0             0            0           0            0            0            0          0     
    cl_mt_coh        1.2803    0.55946+0i             0.43697+0i             0.40402    54.638      0            0              1    0.0076808    -1.4975e-36    0.40402    0.47029    0.54744    0.63725    0.74179    0.86348    0.86348     1.0051      1.17     1.362    1.5854    1.5854    1.8455    2.1482    2.5006    2.9108    3.3883           3.0877       0.92623+0i                -3.2452e-30          0+3.3445e-15i             0.31299             1+0i                    0.31299              1+0i             0.0024237     0.0084997    0.022035    0.048831     0.095974      0.16968      0.16968      0.27209      0.39854       0.5373       0.67262      0.67262     0.78991      0.88024      0.94207      0.97967          1     
    cl_mt_pol_c      1.2803    0.55946+0i             0.43697+0i             0.40402    6.9748      0            0              1    0.0076808    -1.4975e-36    0.40402    0.47029    0.54744    0.63725    0.74179    0.86348    0.86348     1.0051      1.17     1.362    1.5854    1.5854    1.8455    2.1482    2.5006    2.9108    3.3883           3.0877       0.92623+0i                -2.3706e-31          0+2.4431e-16i             0.31299             1+0i                    0.31299              1+0i             0.0024237     0.0084997    0.022035    0.048831     0.095974      0.16968      0.16968      0.27209      0.39854       0.5373       0.67262      0.67262     0.78991      0.88024      0.94207      0.97967          1     

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_z_rho = 0.99
fl_z_sig = 0.1
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 5.444465 seconds.
Elapsed time is 0.154234 seconds.
                     mean        sd       coefofvar      min       max       pYis0      pYls0      pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10        p15       p20       p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   ________    _______    _________    _______    ______    _______    _______    ________    _________    ___________    _______    _______    _______    _______    _______    ______    ______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val        -5.153     14.754     -2.8632     -55.409    20.778          0    0.56919     0.43081    0.0076808    -1.3124e-36    -55.409    -46.665    -37.098    -28.292    -20.497    -13.67    -13.67    -7.7092    -2.5109    2.0214    5.9725    5.9725    9.4161    12.413    15.008    17.307     19.01         217.68                   1               0.68049              0.16056               13.948             0.69663               13.267               0.74921            0.082589      0.23238      0.46028     0.75587       1.0795       1.3694       1.3694       1.5646        1.632       1.5808       1.4542       1.4542       1.3059        1.178       1.0916       1.0359        1.0035  
    cl_mt_pol_a    0.029222    0.28726      9.8303           0    48.531    0.98247          0    0.017526      0.98247    -5.6406e-37          0          0          0          0          0         0         0          0          0         0         0         0         0         0         0    1.0681    4.3391        0.68049             0.16056              0.082518                    1              0.24175             0.62016              0.15923               0.46184                   0            0            0           0            0            0            0            0            0            0            0            0            0            0            0      0.11543       0.83926  
    cl_mt_coh        1.3106      1.357      1.0355     0.10708    58.781          0          0           1    0.0076808    -1.3124e-36    0.10708    0.14509    0.19659    0.26639    0.36096    0.4891    0.4891    0.66273      0.898    1.2168    1.6488    1.6488    2.2341    3.0272    4.1019    7.2003    11.842         13.948             0.69663               0.24175              0.62016               1.8416                   1               1.5998               0.98222          0.00062753    0.0024587    0.0072073     0.01815      0.04056     0.081345     0.081345      0.14731      0.24212      0.36323      0.50066      0.50066      0.63901      0.76161      0.85404      0.92751       0.99094  
    cl_mt_pol_c      1.2814     1.2002     0.93669     0.10708    10.317          0          0           1    0.0076808    -1.3124e-36    0.10708    0.14509    0.19659    0.26639    0.36096    0.4891    0.4891    0.66273      0.898    1.2168    1.6488    1.6488    2.2341    3.0272    4.1019    5.7283    7.5696         13.267             0.74921               0.15923              0.46184               1.5998             0.98222               1.4406                     1          0.00064184    0.0025148    0.0073717    0.018564     0.041485       0.0832       0.0832      0.15067      0.24764      0.37151      0.51208      0.51208       0.6536      0.77904      0.87382      0.94517       0.99436  

xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_z_rho = 0.99
fl_z_sig = 0.3
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Elapsed time is 9.686977 seconds.
Elapsed time is 1.563364 seconds.
                    mean        sd      coefofvar       min         max        pYis0        pYls0      pYgr0      pYisMINY     pYisMAXY       p0_1         p1          p5         p10         p15         p20         p25         p35         p50        p65        p75        p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_val    fl_cor_cl_mt_val    fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1      fracByP5     fracByP10    fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                   _______    ______    _________    __________    ______    __________    _______    _______    __________    _________    ________    ________    ________    ________    ________    ________    ________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ________________    ________________    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_val      -81.435     79.23    -0.97293          -2021     25.21             0    0.81732    0.18268    1.2107e-34    0.0074934     -246.41     -241.56     -216.26     -191.72     -191.72     -158.16     -158.16     -119.28    -66.459    -27.941    -11.536    -1.6709    3.5761    11.305    18.486    22.985     25.21         6277.5                   1               545.36               0.56245               682.37             0.53122               137.01               0.34433            0.017357      0.053999       0.24614      0.41079      0.41079      0.61668      0.61668      0.79327     0.91876       1.0007       1.0233       1.0272       1.0267       1.0219       1.0132       1.0024          1     
    cl_mt_pol_a     6.5359    12.238      1.8724              0        50    1.2205e-33          0          1    1.2205e-33     0.033532     0.53405     0.53405     0.53405     0.53405     0.53405     0.53405     0.53405     0.53405    0.86782     2.6035     5.2069     7.8772     12.75    22.029    41.989        50        50         545.36             0.56245               149.77                     1                193.7             0.97626               43.931               0.71481            0.034898      0.034898      0.034898     0.034898     0.034898     0.034898     0.034898     0.034898    0.042602      0.08012       0.1364      0.18497       0.2624      0.38995      0.62755            1          1     
    cl_mt_coh       7.9807    16.213      2.0315     0.00013575    98.487             0          0          1    1.2107e-34    0.0074934     0.54753     0.54773     0.54949      0.5526     0.56033     0.56033     0.57958     0.62747      1.038     2.9539     5.9696     8.9803      14.5    25.032    47.762    70.237    98.487         682.37             0.53122                193.7               0.97626               262.85                   1               69.152               0.84932          0.00039353     0.0012413     0.0056335     0.009841     0.015571     0.015571     0.022491     0.029744    0.039778     0.073307      0.12648      0.17259      0.24438      0.36421      0.58461       0.9054          1     
    cl_mt_pol_c     1.4448     5.022       3.476     0.00013575    48.487             0          0          1    1.2107e-34    0.0074934    0.013487    0.013689    0.015441    0.018552    0.018552    0.026289    0.026289    0.045539    0.16069    0.37881    0.69089     1.1315    1.6586    2.9103    6.3085    20.237    48.487         137.01             0.34433               43.931               0.71481               69.152             0.84932                25.22                     1          5.3545e-05    0.00017058    0.00086239    0.0017632    0.0017632    0.0036019    0.0036019    0.0068825    0.016305     0.041913     0.077474      0.10915      0.15547       0.2337      0.37616      0.74293          1