Test Preference (Risky + Safe Asets + Two-Step + Interpolated + Percentage Distribution)
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Compare against fsi_iwkz_ds_vecsv_pref from iwkz. Here, we use ipwkz.
@include
@seealso
- SPEED risky + safe (two-step interp) overall benchmark speed testing: fsi_ipwkz_ds_vecsv_speed
- PREFERENCE risky + safe (two-step interp) preference testing: fsi_ipwkz_ds_vecsv_pref
- PREFERENCE risky + safe (two-step interp) preference testing cross: fsi_ipwkz_ds_vecsv_pref_cross
- SHOCK risky + safe (two-step interp) shock testing: fsi_ipwkz_ds_vecsv_shock
- SHOCK risky + safe (two-step interp) shock testing cross: fsi_ipwkz_ds_vecsv_shock_cross
- CAPITAL risky + safe (two-step interp) capital return testing: fsi_ipwkz_ds_vecsv_prod
- CAPITAL risky + safe (two-step interp) capital return testing cross: fsi_ipwkz_ds_vecsv_prod_cross
- PRICE risky + safe (two-step interp) wage and interest rate testing cross: adjust wage and savings rate fsi_ipwkz_ds_vecsv_price_cross
- JOINT all parameters random draws joint test fsi_ipwkz_ds_vecsv_joint_rand
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_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_ipwkz/paramfunc/html/ffs_ipwkz_set_default_param.html ffs_ipwkz_set_default_param> bl_input_override = true; it_param_set = 9; [param_map, support_map] = ffs_ipwkz_set_default_param(it_param_set); % Simulation Accuracy param_map('it_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_ipwkz_get_funcgrid.html ffs_ipwkz_get_funcgrid> [armt_map, func_map] = ffs_ipwkz_get_funcgrid(param_map, support_map, bl_input_override); % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_ipwkz_vf_vecsv.html ff_ipwkz_vf_vecsv> result_map = ff_ipwkz_vf_vecsv(param_map, support_map, armt_map, func_map); % Call Distribution CProgram result_map = ff_iwkz_ds_vecsv(param_map, support_map, armt_map, func_map, result_map, bl_input_override); % Snap snapnow; end % close all close all;
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fl_beta = 0.87
fl_crra = 1
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Elapsed time is 2.929949 seconds.
Elapsed time is 0.780523 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_pol_k fl_cor_cl_mt_pol_k fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_________ _________ _________ __________ ______ _____ _________ _______ ___________ ___________ __________ __________ __________ _________ _________ _________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ________________ ________________ ________________ ________________ __________________ __________________ __________________ __________________ __________________ __________________ ___________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 3.3081 1.3856 0.41884 -1.8922 14.026 0 0.0018451 0.99815 -1.686e-36 -5.0105e-37 -0.10888 0.50048 1.1593 1.5998 1.897 2.0611 2.366 2.7179 3.2189 3.7671 4.1902 4.4612 4.7458 5.1332 5.7264 6.8731 7.9521 1.9198 1 1.9104 0.94 0.001296 0.19967 1.2708 0.92895 0.63823 0.95784 -8.5173e-05 0.00076711 0.011706 0.035494 0.06138 0.088841 0.12796 0.20066 0.33712 0.49249 0.61342 0.68137 0.74836 0.82177 0.90406 0.97797 0.99755
cl_mt_coh 3.7403 1.4667 0.39215 0.44365 57.277 0 0 1 -5.0859e-37 -7.6562e-36 1.3458 1.6465 1.9472 2.1477 2.3481 2.5486 2.7491 2.9495 3.4507 3.9519 4.4531 4.7538 5.1547 5.6559 6.558 8.663 11.269 1.9104 0.94 2.1513 1 0.0015443 0.22475 1.4469 0.99916 0.70285 0.99645 0.00076779 0.0071571 0.027506 0.051867 0.082198 0.12566 0.17489 0.22882 0.37665 0.50955 0.62717 0.68747 0.75712 0.82176 0.89954 0.976 0.99712
cl_mt_pol_a 0.0021716 0.0046846 2.1572 9.9839e-05 44.771 0 0 1 -1.7806e-36 -7.8859e-36 0.00060436 0.00077294 0.00095376 0.0010957 0.0012458 0.0013522 0.0014585 0.001625 0.0019141 0.0022577 0.0026347 0.0028126 0.0030498 0.0034056 0.0040136 0.0054783 0.0074214 0.001296 0.19967 0.0015443 0.22475 2.1945e-05 1 0.0010272 0.22208 0.00049518 0.21981 0.00058058 0.0056358 0.022237 0.043637 0.070344 0.1097 0.15074 0.21273 0.33338 0.47246 0.59793 0.65437 0.72112 0.78644 0.8723 0.95644 0.98114
cl_mt_pol_k 2.1356 0.98733 0.46233 0.099739 22.025 0 0 1 -1.7806e-36 3.0712e-37 0.60375 0.77216 0.95281 1.0946 1.2446 1.3508 1.4571 1.6233 1.9122 2.2554 2.632 2.8098 3.0468 3.4022 4.0096 5.4729 7.3486 1.2708 0.92895 1.4469 0.99916 0.0010272 0.22208 0.97482 1 0.47109 0.99218 0.0005898 0.0057253 0.02259 0.04433 0.071461 0.11144 0.15313 0.21611 0.33868 0.47998 0.60745 0.6648 0.73261 0.79899 0.88625 0.9718 0.9966
cl_mt_pol_c 1.6026 0.4809 0.30008 0.28959 12.89 0 0 1 -3.1932e-36 -5.0105e-37 0.74141 0.87354 0.99342 1.052 1.1494 1.1964 1.2435 1.3505 1.5046 1.6942 1.8231 1.9412 2.064 2.2277 2.5142 3.1478 3.9131 0.63823 0.95784 0.70285 0.99645 0.00049518 0.21981 0.47109 0.99218 0.23126 1 0.0010052 0.0090671 0.03351 0.061882 0.09873 0.13567 0.17093 0.25283 0.38963 0.54518 0.64718 0.70811 0.76931 0.83601 0.90969 0.979 0.99755
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fl_beta = 0.87
fl_crra = 1.5
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Elapsed time is 3.236844 seconds.
Elapsed time is 0.711331 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 2.8915 1.1392 0.39398 -2.5327 8.9454 0 0.0033457 0.99665 3.889e-35 8.4291e-36 -0.25014 0.33097 1.0164 1.4322 1.6927 1.9114 2.1306 2.4642 2.895 3.3297 3.6481 3.8624 4.0903 4.3679 4.79 5.5325 6.2038 1.2978 1 1.6914 0.91317 0.0017759 0.064808 1.1699 0.89289 0.51978 0.95108 -0.00016685 0.0002497 0.011721 0.033768 0.059955 0.090723 0.12731 0.21185 0.34489 0.50384 0.62399 0.69222 0.75893 0.83124 0.90974 0.98009 0.99781
cl_mt_coh 3.8481 1.6259 0.42253 0.44365 57.277 0 0 1 -4.8304e-35 1.4525e-34 1.3458 1.5462 1.9472 2.1477 2.3481 2.5486 2.7491 3.0498 3.4507 4.0521 4.6535 4.9542 5.3552 5.9566 6.959 9.3646 12.472 1.6914 0.91317 2.6437 1 0.0041462 0.10601 1.8668 0.99831 0.77267 0.99058 0.00083434 0.0041983 0.030041 0.052178 0.081803 0.12157 0.16578 0.23841 0.34958 0.4967 0.62266 0.6832 0.74274 0.81276 0.89165 0.97312 0.99654
cl_mt_pol_a 0.002782 0.024054 8.6464 9.9839e-05 47.007 0 0 1 -4.8304e-35 -4.4999e-35 0.00057695 0.00069439 0.0009141 0.0010957 0.001198 0.0013003 0.0014053 0.001625 0.0019713 0.0023975 0.0027533 0.0029708 0.0032775 0.0037069 0.0044641 0.006371 0.011479 0.0017759 0.064808 0.0041462 0.10601 0.00057861 1 0.0025682 0.092831 0.00099939 0.086604 0.00048488 0.0025295 0.017442 0.034418 0.053079 0.076579 0.10116 0.15914 0.26191 0.37641 0.4656 0.51715 0.57344 0.63598 0.7048 0.77899 0.80226
cl_mt_pol_k 2.234 1.1501 0.51482 0.099739 22.009 0 0 1 -4.8304e-35 -2.6999e-35 0.57637 0.69369 0.91319 1.0946 1.1968 1.299 1.4039 1.6233 1.9694 2.3951 2.7505 2.9678 3.2742 3.6998 4.4597 6.2298 8.6405 1.1699 0.89289 1.8668 0.99831 0.0025682 0.092831 1.3228 1 0.54152 0.98146 0.00060322 0.0031469 0.021699 0.042818 0.066033 0.095269 0.12585 0.19798 0.32586 0.46834 0.57941 0.64355 0.71376 0.78547 0.87792 0.96766 0.99586
cl_mt_pol_c 1.6113 0.47974 0.29773 0.34381 10.206 0 0 1 -4.8304e-35 1.097e-35 0.76882 0.85185 0.99342 1.0957 1.1494 1.1992 1.2483 1.3696 1.5223 1.6956 1.8593 1.961 2.0777 2.2529 2.5209 3.1474 3.8802 0.51978 0.95108 0.77267 0.99058 0.00099939 0.086604 0.54152 0.98146 0.23015 1 0.0010451 0.0055625 0.028621 0.06533 0.097684 0.13624 0.17145 0.25946 0.39194 0.54655 0.65595 0.71044 0.771 0.83672 0.91033 0.97898 0.99746
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fl_beta = 0.87
fl_crra = 2
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Elapsed time is 3.485955 seconds.
Elapsed time is 0.791266 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 2.5621 0.95564 0.37299 -3.3307 6.2616 0 0.0049706 0.99503 1.5167e-34 -1.8529e-34 -0.51316 0.20302 0.90184 1.2952 1.5392 1.7559 1.9328 2.219 2.6117 2.9825 3.2496 3.3888 3.5672 3.7702 4.0604 4.5426 4.9535 0.91324 1 1.5347 0.88183 0.0048573 0.069863 1.0984 0.85793 0.43147 0.93764 -0.00028923 -0.00040374 0.01096 0.033626 0.059712 0.092833 0.12765 0.20886 0.35029 0.51652 0.63547 0.70089 0.77012 0.84106 0.91537 0.98155 0.99804
cl_mt_coh 4.0003 1.8211 0.45525 0.44365 57.277 0 0 1 2.5319e-34 8.6947e-34 1.2455 1.5462 1.9472 2.1477 2.3481 2.5486 2.7491 3.0498 3.5509 4.2526 4.854 5.1547 5.6559 6.3575 7.4601 10.267 13.975 1.5347 0.88183 3.3166 1 0.020306 0.15326 2.4333 0.99736 0.86293 0.98403 0.00040095 0.0052785 0.029907 0.050949 0.078158 0.11207 0.15444 0.21856 0.34087 0.49473 0.60786 0.65827 0.72939 0.80433 0.88565 0.97146 0.99627
cl_mt_pol_a 0.0057121 0.072753 12.737 9.9839e-05 48.046 0 0 1 2.5319e-34 3.8378e-35 0.00048324 0.00066289 0.0009141 0.001052 0.001198 0.0013514 0.0014537 0.0016802 0.0020286 0.0025161 0.0029428 0.0032598 0.0035842 0.0040845 0.0050659 0.0078298 1.1613 0.0048573 0.069863 0.020306 0.15326 0.0052931 1 0.011261 0.11554 0.0037514 0.10708 8.9129e-05 0.0012789 0.0087183 0.015306 0.025515 0.037375 0.048779 0.078783 0.12479 0.18661 0.23184 0.26221 0.28888 0.32195 0.36174 0.40308 0.66041
cl_mt_pol_k 2.3704 1.3397 0.56516 0.099739 21.991 0 0 1 2.5319e-34 1.4783e-34 0.48276 0.66223 0.91319 1.0509 1.1968 1.35 1.4522 1.6785 2.0266 2.5135 2.9399 3.2129 3.5731 4.0804 4.9663 7.1061 10.038 1.0984 0.85793 2.4333 0.99736 0.011261 0.11554 1.7948 1 0.62731 0.97242 0.00021456 0.0030787 0.020988 0.036846 0.061423 0.089974 0.11743 0.18966 0.30046 0.44943 0.55864 0.6222 0.69431 0.77753 0.86784 0.96472 0.99528
cl_mt_pol_c 1.6242 0.48153 0.29647 0.34381 8.5519 0 0 1 2.5319e-34 3.6638e-36 0.76229 0.85553 1.0175 1.0957 1.1501 1.2346 1.2645 1.3847 1.5333 1.7297 1.8661 1.9798 2.1032 2.2634 2.5368 3.1282 3.8475 0.43147 0.93764 0.86293 0.98403 0.0037514 0.10708 0.62731 0.97242 0.23187 1 0.00058598 0.0054977 0.031157 0.061695 0.10291 0.14 0.17043 0.26151 0.39002 0.53831 0.64842 0.70787 0.7707 0.83846 0.91212 0.97884 0.99754
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_ipwkz/paramfunc/html/ffs_ipwkz_set_default_param.html ffs_ipwkz_set_default_param> bl_input_override = true; it_param_set = 9; [param_map, support_map] = ffs_ipwkz_set_default_param(it_param_set); % Simulation Accuracy param_map('it_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_ipwkz_get_funcgrid.html ffs_ipwkz_get_funcgrid> [armt_map, func_map] = ffs_ipwkz_get_funcgrid(param_map, support_map, bl_input_override); % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_ipwkz_vf_vecsv.html ff_ipwkz_vf_vecsv> result_map = ff_ipwkz_vf_vecsv(param_map, support_map, armt_map, func_map); % Call Distribution CProgram result_map = ff_iwkz_ds_vecsv(param_map, support_map, armt_map, func_map, result_map, bl_input_override); % Snap snapnow; end % close all close all;
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fl_beta = 0.925
fl_crra = 1
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Elapsed time is 3.247156 seconds.
Elapsed time is 0.665009 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_pol_k fl_cor_cl_mt_pol_k fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ __________ ______ _____ __________ _____ ___________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ________ _________ _________ _________ _______ ______ ________________ ________________ ________________ ________________ __________________ __________________ __________________ __________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 7.0673 1.8556 0.26255 -0.36879 20.339 0 -2.053e-35 1 -2.3211e-35 1.7892e-36 2.4626 3.2248 4.2146 4.7332 5.1436 5.475 5.7405 6.2489 6.9886 7.6985 8.2594 8.6261 8.9935 9.5142 10.3 11.814 13.313 3.4431 1 3.7682 0.92762 0.036593 0.094086 2.8337 0.9249 0.89789 0.95727 0.00039826 0.004183 0.026703 0.060272 0.093908 0.13172 0.17026 0.25707 0.39604 0.55521 0.66507 0.72519 0.786 0.85115 0.92067 0.98235 0.99806
cl_mt_coh 5.5005 2.1892 0.39801 0.44365 57.277 0 0 1 -8.5985e-35 5.2764e-36 1.9472 2.3481 2.8493 3.15 3.4507 3.7514 3.9519 4.3528 5.0545 5.8564 6.558 6.959 7.5604 8.3622 9.6653 12.773 16.782 3.7682 0.92762 4.7927 1 0.10314 0.22477 3.5921 0.99372 1.0975 0.99177 0.00057774 0.0054354 0.026589 0.052573 0.084762 0.12335 0.15723 0.22809 0.35854 0.51167 0.62016 0.6759 0.74595 0.81778 0.89612 0.97438 0.99681
cl_mt_pol_a 0.02914 0.2096 7.193 0.00010887 47.958 0 0 1 -2.8291e-35 2.2857e-36 0.0010727 0.0013893 0.0017438 0.0019892 0.0021822 0.0023724 0.0025142 0.0028413 0.0034023 0.0040095 0.0046174 0.004965 0.0054686 0.0062557 0.0082004 0.89327 3.04 0.036593 0.094086 0.10314 0.22477 0.043934 1 0.041484 0.11986 0.017723 0.16727 4.5827e-05 0.00059275 0.003003 0.0058871 0.0098169 0.013866 0.017593 0.026938 0.043655 0.062556 0.07791 0.085419 0.093992 0.10405 0.11611 0.38329 0.86632
cl_mt_pol_k 3.7052 1.6512 0.44563 0.10877 22.142 0 0 1 -2.8291e-35 7.2081e-36 1.0717 1.3879 1.7421 1.9872 2.18 2.37 2.5117 2.8385 3.3614 3.9381 4.4739 4.8211 5.2378 5.892 6.8213 9.148 12.5 2.8337 0.9249 3.5921 0.99372 0.041484 0.11986 2.7263 1 0.82429 0.98759 0.00036006 0.0046572 0.023594 0.046601 0.07748 0.11001 0.1393 0.21438 0.33608 0.48946 0.60069 0.66499 0.72936 0.80814 0.88887 0.97197 0.99648
cl_mt_pol_c 1.7661 0.50549 0.28621 0.24441 8.2234 0 0 1 -2.2777e-35 4.8061e-36 0.83478 0.95885 1.1055 1.1948 1.2685 1.3422 1.4071 1.5115 1.685 1.8815 2.0408 2.1347 2.2559 2.4356 2.737 3.3414 4.0606 0.89789 0.95727 1.0975 0.99177 0.017723 0.16727 0.82429 0.98759 0.25553 1 0.00061273 0.0059646 0.031939 0.061951 0.10211 0.14384 0.17834 0.26393 0.40367 0.54667 0.6611 0.71299 0.77378 0.84004 0.9145 0.97956 0.99763
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fl_beta = 0.925
fl_crra = 1.5
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Elapsed time is 3.899511 seconds.
Elapsed time is 0.980824 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_pol_k fl_cor_cl_mt_pol_k fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
________ _______ _________ __________ ______ _____ __________ _____ ___________ __________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ________ _________ _______ ______ ______ ________________ ________________ ________________ ________________ __________________ __________________ __________________ __________________ __________________ __________________ __________ __________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 6.0979 1.481 0.24288 -1.3382 13.889 0 4.2626e-34 1 -7.8602e-35 1.21e-25 1.9614 2.7898 3.6882 4.1885 4.5383 4.8265 5.0813 5.4929 6.084 6.6572 7.112 7.3532 7.6563 8.0214 8.5642 9.5695 10.527 2.1935 1 3.3986 0.90261 0.13235 0.1863 2.5626 0.90461 0.70357 0.95886 0.00030786 0.0041787 0.026767 0.060812 0.094021 0.13329 0.17539 0.26023 0.40276 0.56261 0.67202 0.73231 0.79417 0.85709 0.92489 0.98361 0.99822
cl_mt_coh 5.7366 2.5423 0.44317 0.44365 57.277 0 0 1 -3.324e-34 1.21e-25 1.7467 2.1477 2.7491 3.15 3.4507 3.6512 3.9519 4.4531 5.1547 6.0568 6.8587 7.3599 8.0615 8.9637 10.567 14.376 19.589 3.3986 0.90261 6.4634 1 0.47068 0.38597 4.7591 0.97867 1.2335 0.97936 0.00031225 0.0036382 0.023787 0.052914 0.082551 0.10683 0.14611 0.22294 0.34283 0.4862 0.59931 0.66154 0.73151 0.80245 0.88784 0.9712 0.99629
cl_mt_pol_a 0.088917 0.47967 5.3946 9.9839e-05 48.134 0 0 1 -3.324e-34 2.8591e-34 0.00092672 0.0012269 0.0016265 0.0019279 0.0021188 0.0023573 0.0025413 0.0029068 0.0035372 0.0042699 0.0050345 0.0055401 0.006287 0.0078228 0.32964 2.425 5.9394 0.13235 0.1863 0.47068 0.38597 0.23009 1 0.17647 0.19234 0.064124 0.26983 1.0304e-05 0.00012788 0.00086596 0.0019653 0.0029937 0.0041892 0.0055683 0.0087717 0.014425 0.020626 0.02588 0.029027 0.032062 0.035984 0.070632 0.55725 0.91677
cl_mt_pol_k 3.8724 1.9128 0.49394 0.099739 22.079 0 0 1 -3.324e-34 1.1118e-21 0.92579 1.2257 1.6249 1.9259 2.1167 2.3156 2.5117 2.9039 3.4663 4.1403 4.7483 5.1772 5.6061 6.3209 7.5222 10.509 14.449 2.5626 0.90461 4.7591 0.97867 0.17647 0.19234 3.6587 1 0.92397 0.97501 0.00023635 0.0029334 0.019864 0.045475 0.069067 0.096547 0.12879 0.20481 0.32758 0.46734 0.58256 0.64893 0.71744 0.79222 0.88051 0.96888 0.99598
cl_mt_pol_c 1.7752 0.49543 0.27908 0.34381 8.2234 0 0 1 -3.324e-34 1.21e-25 0.85557 0.96447 1.1226 1.2221 1.2999 1.3422 1.4159 1.5211 1.6855 1.8872 2.0486 2.1633 2.2781 2.4356 2.7163 3.2614 3.9059 0.70357 0.95886 1.2335 0.97936 0.064124 0.26983 0.92397 0.97501 0.24545 1 0.00049292 0.0069306 0.033718 0.068554 0.10148 0.1392 0.18194 0.25982 0.394 0.55075 0.65554 0.71763 0.77858 0.84279 0.91513 0.98026 0.99769
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fl_beta = 0.925
fl_crra = 2
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Elapsed time is 4.466526 seconds.
Elapsed time is 0.950940 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 5.3266 1.1986 0.22503 -2.4025 10.144 0 -1.2725e-33 1 1.4812e-34 1.1697e-14 1.5396 2.4064 3.28 3.7433 4.0434 4.3201 4.5314 4.8945 5.3728 5.8312 6.1601 6.3583 6.5753 6.8392 7.2241 7.8893 8.5117 1.4367 1 3.0895 0.8753 0.2622 0.26163 2.2692 0.88532 0.55805 0.9544 0.00026875 0.0039094 0.025852 0.060918 0.095548 0.13672 0.1793 0.26597 0.41235 0.56908 0.68128 0.73939 0.79978 0.86282 0.92864 0.9847 0.99839
cl_mt_coh 6.038 2.9447 0.4877 0.44365 57.277 0 0 1 6.518e-34 1.1697e-14 1.7467 2.1477 2.7491 3.15 3.4507 3.7514 3.9519 4.5533 5.3552 6.4578 7.3599 7.9613 8.663 9.7655 11.67 16.281 22.596 3.0895 0.8753 8.6713 1 1.275 0.51787 6.0078 0.95409 1.3885 0.96658 0.00052333 0.0045735 0.024389 0.051698 0.077827 0.10811 0.13388 0.21536 0.33194 0.48746 0.5943 0.6553 0.71583 0.79221 0.88007 0.96893 0.99595
cl_mt_pol_a 0.19742 0.83608 4.2351 9.9839e-05 48.221 0 0 1 6.518e-34 1.6288e-35 0.00085557 0.0011394 0.0015705 0.0018637 0.0021119 0.0023573 0.0025625 0.0029722 0.0036722 0.0046815 0.0056832 0.0064341 0.0078985 0.19307 1.265 4.3677 9.1938 0.2622 0.26163 1.275 0.51787 0.69902 1 0.43028 0.24067 0.14569 0.35723 4.1763e-06 5.9083e-05 0.00037643 0.00077292 0.0013114 0.0018792 0.002471 0.003966 0.0063983 0.0095957 0.012149 0.013683 0.015452 0.023399 0.18987 0.67538 0.94387
cl_mt_pol_k 4.0534 2.1384 0.52756 0.099739 21.935 0 0 1 6.518e-34 5.1785e-11 0.85471 1.1383 1.5689 1.8618 2.1098 2.3067 2.56 2.9399 3.6011 4.3618 5.1043 5.4631 6.1336 6.8327 8.1172 10.992 15.336 2.2692 0.88532 6.0078 0.95409 0.43028 0.24067 4.5727 1 1.0048 0.96325 0.0002032 0.0028747 0.018316 0.037969 0.064232 0.089818 0.12242 0.18692 0.3105 0.45374 0.56925 0.63682 0.70738 0.78431 0.8757 0.96748 0.99577
cl_mt_pol_c 1.7872 0.48781 0.27295 0.34381 7.0568 0 0 1 6.518e-34 1.1697e-14 0.85557 0.9637 1.1226 1.2221 1.3027 1.3723 1.4166 1.5463 1.7177 1.9052 2.0715 2.1637 2.2879 2.4457 2.702 3.2083 3.7766 0.55805 0.9544 1.3885 0.96658 0.14569 0.35723 1.0048 0.96325 0.23796 1 0.00081887 0.0051475 0.028857 0.065553 0.099195 0.1351 0.17536 0.25996 0.39645 0.54593 0.65958 0.71766 0.77806 0.84494 0.9164 0.98068 0.99777
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_ipwkz/paramfunc/html/ffs_ipwkz_set_default_param.html ffs_ipwkz_set_default_param> bl_input_override = true; it_param_set = 9; [param_map, support_map] = ffs_ipwkz_set_default_param(it_param_set); % Simulation Accuracy param_map('it_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_ipwkz_get_funcgrid.html ffs_ipwkz_get_funcgrid> [armt_map, func_map] = ffs_ipwkz_get_funcgrid(param_map, support_map, bl_input_override); % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_ipwkz_vf_vecsv.html ff_ipwkz_vf_vecsv> result_map = ff_ipwkz_vf_vecsv(param_map, support_map, armt_map, func_map); % Call Distribution CProgram result_map = ff_iwkz_ds_vecsv(param_map, support_map, armt_map, func_map, result_map, bl_input_override); % Snap snapnow; end % close all close all; clear all;
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fl_beta = 0.97
fl_crra = 1
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Elapsed time is 8.070122 seconds.
Elapsed time is 1.265467 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 22.612 3.6383 0.1609 9.4229 40.068 0 0 1 1.1539e-35 9.6346e-08 14.434 15.847 17.382 18.271 18.938 19.522 19.999 20.886 22.175 23.62 24.805 25.525 26.394 27.54 29.301 32.683 36.078 13.237 1 23.218 0.9447 14.045 0.71264 7.5756 0.74494 1.5974 0.97442 0.00066268 0.0067513 0.036598 0.076507 0.11716 0.16182 0.20385 0.29405 0.43702 0.58855 0.69564 0.75142 0.80862 0.86828 0.9309 0.98487 0.99836
cl_mt_coh 12.653 6.7551 0.53387 0.44365 57.277 0 0 1 9.0617e-35 9.6346e-08 3.15 4.0521 5.1547 5.9566 6.6582 7.2597 7.7608 8.9637 10.868 13.374 15.679 17.183 19.188 21.794 26.204 35.927 45.55 23.218 0.9447 45.631 1 32.589 0.89063 10.21 0.54077 2.8315 0.93029 0.00026933 0.0033096 0.018432 0.040426 0.068133 0.096511 0.12277 0.19235 0.30714 0.44963 0.56367 0.62898 0.70286 0.78267 0.87547 0.96838 0.99624
cl_mt_pol_a 4.1338 5.4168 1.3104 0.00013598 48.401 0 0 1 1.1539e-35 -5.4021e-35 0.0021845 0.0029642 0.0040791 0.0050243 0.0061697 0.0073682 0.0096009 0.62136 2.0884 4.0925 6.0657 7.3763 9.0663 11.32 15.755 25.013 32.524 14.045 0.71264 32.589 0.89063 29.342 1 1.508 0.0996 1.7389 0.71244 5.0326e-07 6.7869e-06 4.1518e-05 0.00010044 0.00017109 0.00024686 0.00034602 0.0058666 0.054728 0.16512 0.28738 0.36835 0.46656 0.58986 0.75045 0.93135 0.99157
cl_mt_pol_k 6.4955 2.7951 0.43032 0.13585 22.011 0 0 1 1.1539e-35 2.1248e-06 1.8599 2.2518 3.1042 3.671 3.7764 4.4147 4.4803 5.2785 6.1635 6.883 7.6817 8.6351 9.1581 10.408 11.421 15.617 21.48 7.5756 0.74494 10.21 0.54077 1.508 0.0996 7.8126 1 0.88963 0.70637 0.00028738 0.0032503 0.020703 0.045801 0.074935 0.10826 0.13986 0.213 0.34167 0.48776 0.60385 0.66569 0.73451 0.8064 0.89056 0.97297 0.99667
cl_mt_pol_c 2.0238 0.45058 0.22264 0.24441 7.0568 0 0 1 6.9349e-35 9.6346e-08 0.96551 1.142 1.3388 1.4618 1.5474 1.6337 1.7014 1.831 1.9987 2.1761 2.3087 2.3897 2.4875 2.611 2.8081 3.2026 3.7564 1.5974 0.97442 2.8315 0.93029 1.7389 0.71244 0.88963 0.70637 0.20303 1 0.00049761 0.0053315 0.030591 0.068694 0.10224 0.14666 0.18551 0.26954 0.41368 0.56706 0.67809 0.73522 0.79536 0.85928 0.9249 0.98308 0.99802
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fl_beta = 0.97
fl_crra = 1.5
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Elapsed time is 9.748862 seconds.
Elapsed time is 1.190882 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 19.532 2.8916 0.14804 6.8294 29.752 0 0 1 1.4976e-36 1.4244e-06 12.309 13.726 15.127 15.942 16.528 17.021 17.44 18.23 19.32 20.502 21.442 21.99 22.642 23.471 24.671 26.703 28.523 8.3615 1 22.862 0.94502 16.014 0.77912 5.5778 0.67118 1.2709 0.97169 0.00063689 0.0067724 0.036707 0.076974 0.11822 0.16144 0.20548 0.2968 0.44102 0.59338 0.70073 0.75638 0.81324 0.87227 0.93379 0.98592 0.99854
cl_mt_coh 14.742 8.3664 0.56752 0.44365 57.277 0 0 1 2.9032e-35 1.4244e-06 2.9495 3.9519 5.2549 6.1571 6.959 7.7608 8.4625 10.066 12.572 15.98 18.887 20.791 23.297 26.304 31.918 40.839 52.265 22.862 0.94502 69.996 1 55.196 0.92817 11.281 0.46917 3.5195 0.93003 0.0002171 0.0028484 0.016395 0.034925 0.057558 0.083996 0.11024 0.17649 0.28719 0.43514 0.55 0.61624 0.69273 0.77581 0.87268 0.96875 0.99644
cl_mt_pol_a 6.1157 7.1079 1.1622 9.9839e-05 48.581 0 0 1 1.0759e-35 9.3091e-37 0.0019854 0.0027406 0.0040791 0.0052512 0.0067304 0.0094374 0.37617 1.5278 3.6751 6.5881 9.2795 10.973 13.327 15.975 21.911 28.867 40.669 16.014 0.77912 55.196 0.92817 50.522 1 2.1898 0.1072 2.4834 0.77243 3.2548e-07 4.0683e-06 2.7628e-05 6.6653e-05 0.00011502 0.00017927 0.0010817 0.016686 0.079618 0.2032 0.3314 0.41426 0.5126 0.63257 0.78292 0.94399 0.99316
cl_mt_pol_k 6.5508 2.874 0.43872 0.099739 21.961 0 0 1 1.0759e-35 2.8743e-06 1.8323 2.2092 3.081 3.6339 3.7539 4.3754 4.4454 5.2595 6.2687 7.3608 7.691 8.9881 9.1226 10.781 12.426 15.597 21.46 5.5778 0.67118 11.281 0.46917 2.1898 0.1072 8.2596 1 0.83151 0.63965 0.00026376 0.0031257 0.019727 0.045277 0.072778 0.1035 0.13731 0.21043 0.33626 0.4851 0.60019 0.66306 0.73186 0.80584 0.8898 0.97264 0.9967
cl_mt_pol_c 2.0754 0.45232 0.21794 0.33477 7.0568 0 0 1 1.8273e-35 1.4244e-06 0.9894 1.1806 1.37 1.511 1.6094 1.6897 1.7629 1.8818 2.0553 2.2254 2.3546 2.4381 2.5298 2.6535 2.8554 3.2605 3.8804 1.2709 0.97169 3.5195 0.93003 2.4834 0.77243 0.83151 0.63965 0.20459 1 0.00045713 0.0058863 0.031199 0.067457 0.10313 0.14263 0.18618 0.27275 0.4147 0.57181 0.6797 0.73853 0.79661 0.85921 0.92557 0.98286 0.99791
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fl_beta = 0.97
fl_crra = 2
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Elapsed time is 10.954186 seconds.
Elapsed time is 1.198476 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 16.908 2.2107 0.13075 4.4857 22.945 0 0 1 -2.1544e-35 3.4235e-06 10.651 12.02 13.322 14.069 14.572 14.967 15.331 15.987 16.866 17.783 18.467 18.866 19.315 19.847 20.595 21.886 22.568 4.8872 1 20.457 0.93889 15.551 0.81004 3.9211 0.60851 0.98531 0.9602 0.00061511 0.0067647 0.037139 0.077865 0.12003 0.1638 0.20863 0.30191 0.44729 0.6009 0.70788 0.76284 0.81941 0.87737 0.9369 0.98686 0.99871
cl_mt_coh 16.973 9.856 0.58068 0.44365 57.277 0 0 1 -5.2882e-35 3.4235e-06 2.8493 3.8517 5.3552 6.558 7.5604 8.4625 9.4648 11.369 14.577 18.686 22.295 24.4 27.407 31.116 35.927 48.857 53.769 20.457 0.93889 97.14 1 81.129 0.9479 11.773 0.40982 4.2379 0.92633 0.00020283 0.0020669 0.013607 0.032222 0.052762 0.07575 0.10402 0.16434 0.27735 0.42578 0.5446 0.61452 0.69083 0.77545 0.87384 0.97001 0.99706
cl_mt_pol_a 8.2418 8.6839 1.0536 9.9839e-05 48.761 0 0 1 -5.2882e-35 -5.0445e-36 0.0018019 0.0027276 0.0042263 0.0059367 0.0087015 0.38389 1.162 2.749 5.6188 9.2795 12.763 14.608 17.079 21.39 25.193 38.282 42.713 15.551 0.81004 81.129 0.9479 75.409 1 2.4872 0.098262 3.2323 0.8019 2.3301e-07 2.8207e-06 2.1243e-05 5.1425e-05 9.414e-05 0.00069047 0.0054548 0.028989 0.10412 0.23828 0.37024 0.45339 0.54885 0.66581 0.8061 0.95101 0.99486
cl_mt_pol_k 6.6006 2.9148 0.44159 0.099739 21.898 0 0 1 -5.2882e-35 6.5605e-06 1.7367 2.1856 3.0521 3.6071 3.7475 4.3648 4.4388 5.2459 6.2545 7.4656 7.7141 8.9826 9.1382 10.766 12.782 15.561 21.385 3.9211 0.60851 11.773 0.40982 2.4872 0.098262 8.496 1 0.79007 0.58395 0.0002416 0.0030839 0.019216 0.043687 0.071763 0.10224 0.13567 0.20971 0.33539 0.48437 0.59852 0.66226 0.73101 0.80547 0.88991 0.97261 0.99675
cl_mt_pol_c 2.1305 0.46418 0.21787 0.34381 7.0568 0 0 1 -5.2882e-35 3.4235e-06 1.0106 1.1912 1.4176 1.5602 1.6586 1.7444 1.8142 1.9372 2.1047 2.2768 2.4094 2.4886 2.5909 2.7257 2.9215 3.3132 4.4343 0.98531 0.9602 4.2379 0.92633 3.2323 0.8019 0.79007 0.58395 0.21546 1 0.00051156 0.0052241 0.030254 0.065844 0.10463 0.14308 0.18509 0.27389 0.4167 0.56959 0.6796 0.73759 0.79699 0.85914 0.92469 0.98261 0.99787