Test Production Function (Risky + Safe Asets + Two-Step + Interpolated + Percentage Distribution)
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Compare against fsi_iwkz_ds_vecsv_prod 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_alpha = [0.30, 0.40, 0.50]; ar_fl_delta = [0.02, 0.07, 0.12]; it_z_n = 15;
Simulate Model with Discount = 0.87
for fl_delta = ar_fl_delta disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(['fl_alpha = ' num2str(ar_fl_alpha(1))]); disp(['fl_delta = ' num2str(fl_delta)]); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(''); disp(''); disp(''); disp(''); % Call Default Parameters <https://fanwangecon.github.io/CodeDynaAsset/m_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_alpha') = ar_fl_alpha(1); param_map('fl_delta') = fl_delta; % Display Parameters support_map('bl_display') = false; support_map('bl_display_final') = false; support_map('bl_time') = true; support_map('bl_profile') = false; support_map('bl_graph_coh_t_coh') = true; % Call Grid Generator <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_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_alpha = 0.3
fl_delta = 0.02
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Elapsed time is 4.429730 seconds.
Elapsed time is 0.992756 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_pol_k fl_cor_cl_mt_pol_k fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
________ _______ _________ __________ ______ _____ _____ _____ ___________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ________ _________ _________ ________ ________ _______ ______ ______ ________________ ________________ ________________ ________________ __________________ __________________ __________________ __________________ __________________ __________________ __________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 9.7935 1.5387 0.15712 0.70253 17.259 0 0 1 1.6876e-35 1.3389e-12 5.3068 6.2678 7.2545 7.8132 8.1792 8.4769 8.729 9.1822 9.794 10.402 10.831 11.097 11.404 11.79 12.348 13.366 14.372 2.3677 1 5.1471 0.91714 0.080909 0.12538 4.313 0.91299 0.75319 0.96645 0.00052725 0.0060523 0.034396 0.073642 0.1148 0.15691 0.20045 0.29246 0.44007 0.59344 0.70012 0.75592 0.81377 0.87234 0.93405 0.98598 0.99851
cl_mt_coh 9.0264 3.6473 0.40407 0.44365 57.744 0 0 1 -2.6777e-35 1.3389e-12 2.7477 3.5491 4.4507 5.0517 5.5526 5.9533 6.4542 7.1554 8.3575 9.6598 10.862 11.663 12.565 13.867 15.971 20.779 27.09 5.1471 0.91714 13.303 1 0.38814 0.25376 11.111 0.99226 1.8037 0.97639 0.00032875 0.004341 0.022779 0.048434 0.078698 0.11011 0.15113 0.22163 0.35635 0.49953 0.6163 0.6818 0.74461 0.81795 0.89662 0.97444 0.99675
cl_mt_pol_a 0.053928 0.41937 7.7765 9.9839e-05 46.331 0 0 1 -2.6777e-35 2.6962e-35 0.0017376 0.0023167 0.0030865 0.0035728 0.0039638 0.0043213 0.0046653 0.0053272 0.0063065 0.007486 0.0084952 0.0092762 0.010125 0.011427 0.01409 1.7061 6.0481 0.080909 0.12538 0.38814 0.25376 0.17587 1 0.17524 0.13611 0.037022 0.1743 3.3716e-05 0.00042174 0.0025937 0.0056456 0.0090351 0.012957 0.017126 0.027146 0.042977 0.061926 0.076683 0.085214 0.093707 0.1038 0.11534 0.33084 0.85204
cl_mt_pol_k 6.8805 3.0701 0.44621 0.099739 43.298 0 0 1 -2.6777e-35 9.3239e-11 1.7359 2.3144 3.0834 3.5692 3.9598 4.317 4.6606 5.3219 6.3002 7.4009 8.4091 9.0296 9.9036 10.938 12.769 16.686 22.292 4.313 0.91299 11.111 0.99226 0.17524 0.13611 9.4256 1 1.5101 0.97118 0.000264 0.0033022 0.020309 0.044205 0.070744 0.10146 0.13447 0.21342 0.33981 0.48241 0.59911 0.66257 0.73337 0.80812 0.88977 0.9722 0.99647
cl_mt_pol_c 2.092 0.50648 0.2421 0.34381 8.2904 0 0 1 -2.6777e-35 1.9924e-37 1.0469 1.1976 1.3893 1.5028 1.5822 1.6621 1.7322 1.8485 2.0264 2.2189 2.3896 2.4895 2.6022 2.7767 3.0228 3.5528 4.1627 0.75319 0.96645 1.8037 0.97639 0.037022 0.1743 1.5101 0.97118 0.25652 1 0.0006758 0.0061699 0.031354 0.068138 0.10241 0.14378 0.18641 0.27247 0.40972 0.5581 0.66785 0.72682 0.78707 0.85267 0.92062 0.98177 0.99791
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fl_alpha = 0.3
fl_delta = 0.07
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Elapsed time is 4.203395 seconds.
Elapsed time is 0.820904 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 6.9512 1.4964 0.21527 -0.27501 16.133 0 1.2484e-35 1 -6.5814e-35 3.7829e-24 2.799 3.6466 4.5429 5.0454 5.4094 5.6693 5.9093 6.3472 6.8978 7.5092 7.9505 8.2116 8.5106 8.8907 9.4801 10.558 11.638 2.2392 1 3.1403 0.902 0.32547 0.29791 2.221 0.91718 0.59382 0.97019 0.0004261 0.004968 0.028945 0.063939 0.10111 0.14287 0.18328 0.27074 0.41492 0.57197 0.6822 0.73993 0.79913 0.86167 0.92765 0.98419 0.99828
cl_mt_coh 5.3526 2.3266 0.43467 0.44365 56.099 0 0 1 3.2111e-34 3.7829e-24 1.7473 2.1484 2.6498 2.9506 3.2515 3.5523 3.7529 4.154 4.856 5.6582 6.3602 6.8616 7.4633 8.3658 9.87 13.38 18.093 3.1403 0.902 5.413 1 0.94234 0.55476 3.5514 0.94325 0.91928 0.966 0.00054326 0.0054817 0.025138 0.049601 0.082512 0.12487 0.1553 0.22261 0.35653 0.49557 0.60422 0.67001 0.73581 0.81058 0.89191 0.97189 0.99629
cl_mt_pol_a 0.19765 0.7301 3.694 9.9839e-05 48.243 0 0 1 3.2111e-34 -1.1155e-34 0.00089144 0.0011836 0.0015678 0.0018051 0.00199 0.002183 0.0023733 0.0027116 0.0033007 0.0040787 0.0050414 0.0059215 0.0099802 0.47407 1.3547 3.7892 7.4966 0.32547 0.29791 0.94234 0.55476 0.53305 1 0.29496 0.24964 0.11433 0.38285 7.3706e-06 7.8181e-05 0.0003845 0.00081558 0.0012711 0.0017943 0.0024507 0.0036851 0.0059621 0.0087222 0.011121 0.012384 0.014126 0.06438 0.27741 0.72693 0.95464
cl_mt_pol_k 3.4866 1.6183 0.46414 0.099739 15.246 0 0 1 3.2111e-34 2.4192e-19 0.89055 1.1824 1.5662 1.8033 1.988 2.1719 2.3709 2.6434 3.1666 3.7374 4.1979 4.6787 4.9648 5.6106 6.6304 9.1162 12.065 2.221 0.91718 3.5514 0.94325 0.29496 0.24964 2.6188 1 0.63765 0.96333 0.00041741 0.0044275 0.022109 0.047249 0.073735 0.10128 0.14391 0.20708 0.33345 0.47717 0.59134 0.65823 0.72483 0.79954 0.88613 0.97121 0.99626
cl_mt_pol_c 1.6683 0.40903 0.24518 0.34381 6.9116 0 0 1 3.2111e-34 3.7829e-24 0.85585 0.96405 1.093 1.1987 1.2615 1.3059 1.3782 1.4577 1.6166 1.765 1.9151 1.9835 2.1022 2.2253 2.4243 2.8305 3.2607 0.59382 0.97019 0.91928 0.966 0.11433 0.38285 0.63765 0.96333 0.16731 1 0.00086399 0.0056209 0.03147 0.064909 0.10808 0.14535 0.18617 0.26599 0.40852 0.55741 0.6682 0.7251 0.78607 0.85202 0.92022 0.98213 0.99796
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fl_alpha = 0.3
fl_delta = 0.12
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Elapsed time is 3.651679 seconds.
Elapsed time is 0.682749 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 5.1608 1.4722 0.28526 -1.0623 15.518 0 -2.6159e-34 1 1.7073e-34 -1.4663e-34 1.2457 2.0042 2.8365 3.287 3.6137 3.9108 4.136 4.5365 5.1252 5.669 6.1261 6.3786 6.6845 7.0777 7.6792 8.8086 9.9278 2.1673 1 2.3785 0.89336 0.47441 0.4139 1.391 0.92235 0.51301 0.9743 0.00029876 0.0032579 0.022432 0.052464 0.086598 0.1272 0.16205 0.24662 0.39089 0.5429 0.65746 0.71793 0.782 0.84897 0.91952 0.98197 0.99802
cl_mt_coh 3.9005 1.8085 0.46365 0.44365 55.368 0 0 1 2.9966e-34 4.9053e-34 1.3457 1.5462 1.9471 2.1475 2.348 2.5484 2.6487 2.9493 3.4505 4.0518 4.6532 4.9539 5.455 6.1566 7.4596 10.366 14.375 2.3785 0.89336 3.2706 1 1.0004 0.71048 1.6549 0.89327 0.61524 0.95118 0.0008672 0.0041963 0.029583 0.05581 0.085701 0.1265 0.1439 0.21364 0.34732 0.48816 0.60754 0.65481 0.72457 0.79838 0.88564 0.96914 0.99613
cl_mt_pol_a 0.26917 0.77859 2.8925 9.9839e-05 48.998 0 0 1 2.9966e-34 1.0107e-34 0.00057692 0.00069435 0.0009537 0.0010956 0.0012457 0.001404 0.0015144 0.0017422 0.0021601 0.0029426 0.01451 0.17522 0.45591 0.87017 1.6936 3.9417 7.2602 0.47441 0.4139 1.0004 0.71048 0.6062 1 0.25617 0.32116 0.13803 0.49568 4.6184e-06 2.4113e-05 0.00015695 0.00037469 0.00059693 0.00090173 0.0011669 0.0017918 0.0028141 0.0042044 0.0056474 0.022393 0.080736 0.1985 0.4273 0.80178 0.96894
cl_mt_pol_k 2.1689 1.0244 0.47234 0.099739 8.5587 0 0 1 2.9966e-34 -4.3245e-35 0.57634 0.69366 0.95275 1.0945 1.1967 1.3474 1.4038 1.626 1.912 2.2935 2.6183 2.9397 3.0991 3.5886 4.2277 5.8201 7.4565 1.391 0.92235 1.6549 0.89327 0.25617 0.32116 1.0495 1 0.34929 0.95328 0.00057261 0.0029897 0.019981 0.047951 0.06894 0.10033 0.13087 0.20418 0.32865 0.47528 0.58778 0.66466 0.72422 0.7975 0.88671 0.97096 0.99646
cl_mt_pol_c 1.4625 0.35766 0.24456 0.34381 5.6939 0 0 1 2.9966e-34 4.9053e-34 0.74137 0.8518 0.9537 1.0519 1.101 1.1493 1.1964 1.2795 1.409 1.5632 1.6854 1.755 1.8477 1.9624 2.1258 2.4456 2.8065 0.51301 0.9743 0.61524 0.95118 0.13803 0.49568 0.34929 0.95328 0.12792 1 0.00060861 0.0067312 0.035769 0.076357 0.10292 0.15671 0.18396 0.26979 0.40566 0.55612 0.66809 0.72915 0.7865 0.85234 0.92062 0.98227 0.99801
Simulate Model with Discount = 0.925
close all for fl_delta = ar_fl_delta disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(['fl_alpha = ' num2str(ar_fl_alpha(2))]); disp(['fl_delta = ' num2str(fl_delta)]); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(''); disp(''); disp(''); disp(''); % Call Default Parameters <https://fanwangecon.github.io/CodeDynaAsset/m_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_alpha') = ar_fl_alpha(2); param_map('fl_delta') = fl_delta; % Display Parameters support_map('bl_display') = false; support_map('bl_display_final') = false; support_map('bl_time') = true; support_map('bl_profile') = false; support_map('bl_graph_coh_t_coh') = true; % Call Grid Generator <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_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_alpha = 0.4
fl_delta = 0.02
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Elapsed time is 4.919233 seconds.
Elapsed time is 1.126162 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_pol_k fl_cor_cl_mt_pol_k fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
________ _______ _________ __________ ______ _____ _____ _____ ___________ __________ _________ _________ _________ _________ _________ _________ ________ ________ ________ ________ ________ ________ ________ ________ ________ ______ ______ ________________ ________________ ________________ ________________ __________________ __________________ __________________ __________________ __________________ __________________ __________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 13.878 1.6438 0.11845 1.4089 19.138 0 0 1 -5.5218e-35 4.7697e-06 8.8069 10.004 11.137 11.739 12.156 12.478 12.774 13.257 13.898 14.536 15.013 15.283 15.6 15.99 16.555 17.552 18.474 2.702 1 11.375 0.92002 0.11939 0.095531 9.8913 0.91678 1.3642 0.95495 0.00061008 0.0069728 0.037821 0.07922 0.12256 0.16644 0.21223 0.30597 0.45284 0.60671 0.71261 0.76716 0.82316 0.88009 0.93827 0.98706 0.99866
cl_mt_coh 18.199 7.5216 0.41329 0.44365 61.716 0 0 1 4.3898e-34 4.7697e-06 5.1569 6.7614 8.6668 10.071 11.074 11.976 12.778 14.383 16.79 19.597 22.004 23.508 25.514 28.322 32.634 42.462 53.593 11.375 0.92002 56.574 1 1.1005 0.19244 49.072 0.99398 6.402 0.97938 0.00029141 0.0036215 0.020824 0.048311 0.077885 0.11037 0.14309 0.21899 0.3485 0.49379 0.61025 0.6705 0.73861 0.81338 0.89587 0.97428 0.99696
cl_mt_pol_a 0.095162 0.76029 7.9894 9.9839e-05 41.461 0 0 1 3.9948e-36 1.4301e-34 0.0037863 0.0051021 0.0067941 0.0079297 0.0088071 0.0095249 0.010322 0.011732 0.013777 0.016395 0.018565 0.019906 0.021937 0.024857 0.029838 2.8197 11.612 0.11939 0.095531 1.1005 0.19244 0.57804 1 0.43304 0.086776 0.089395 0.13529 4.0717e-05 0.00050127 0.0031728 0.0070004 0.011658 0.016217 0.021564 0.033537 0.053334 0.07674 0.095472 0.10515 0.11611 0.12844 0.14262 0.30278 0.8476
cl_mt_pol_k 14.998 6.5637 0.43765 0.099739 49.95 0 0 1 3.9948e-36 3.4808e-05 3.7825 5.097 6.7873 7.9218 8.7983 9.5154 10.249 11.639 13.681 16.285 18.295 19.635 21.31 23.974 27.663 35.986 46.68 9.8913 0.91678 49.072 0.99398 0.43304 0.086776 43.082 1 5.5573 0.97423 0.0002581 0.0031774 0.020112 0.044375 0.0739 0.10305 0.13559 0.21024 0.33711 0.48565 0.60089 0.66387 0.73147 0.80762 0.89209 0.97287 0.99678
cl_mt_pol_c 3.1067 0.86907 0.27975 0.33477 12.632 0 0 1 4.3499e-34 4.7697e-06 1.364 1.6344 1.9278 2.1083 2.2459 2.3736 2.4845 2.677 2.9835 3.3114 3.6074 3.7882 3.9855 4.2485 4.7141 5.6515 6.8376 1.3642 0.95495 6.402 0.97938 0.089395 0.13529 5.5573 0.97423 0.75529 1 0.00041692 0.0050261 0.029008 0.061653 0.09603 0.13501 0.17589 0.25606 0.39321 0.54605 0.65904 0.71691 0.77771 0.84331 0.91503 0.98006 0.99752
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fl_alpha = 0.4
fl_delta = 0.07
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Elapsed time is 4.692042 seconds.
Elapsed time is 1.039681 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_pol_k fl_cor_cl_mt_pol_k fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ __________ ______ _____ _____ _____ __________ ___________ _________ _________ _________ ________ _________ _________ _________ _________ _________ _________ ________ _______ ________ _______ ______ ______ ______ ________________ ________________ ________________ ________________ __________________ __________________ __________________ __________________ __________________ __________________ __________ __________ __________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 9.9232 1.7371 0.17506 0.15767 17.454 0 0 1 8.5567e-34 2.2048e-09 4.923 5.9881 7.087 7.6869 8.1085 8.4503 8.7519 9.2355 9.9083 10.599 11.098 11.39 11.747 12.175 12.817 13.988 15.175 3.0176 1 6.8179 0.90125 0.59022 0.25389 5.2042 0.91021 1.0234 0.96149 0.00050524 0.0055872 0.033355 0.069915 0.11083 0.15262 0.19826 0.28688 0.43061 0.58472 0.6942 0.75102 0.81042 0.86939 0.93215 0.98538 0.99844
cl_mt_coh 9.3258 4.3548 0.46697 0.44365 59.218 0 0 1 4.1959e-33 2.2048e-09 2.5499 3.3523 4.255 4.8568 5.3583 5.8598 6.2609 7.0633 8.3672 9.8717 11.276 12.179 13.282 14.887 17.695 24.214 33.241 6.8179 0.90125 18.965 1 2.8363 0.48667 13.532 0.94411 2.5959 0.97285 0.00028174 0.0040579 0.021453 0.044551 0.072725 0.10554 0.13783 0.20885 0.3348 0.47718 0.59461 0.65673 0.72223 0.79839 0.88455 0.97004 0.99607
cl_mt_pol_a 0.35984 1.3383 3.7191 9.9839e-05 47.525 0 0 1 3.8916e-33 -1.9623e-34 0.0016125 0.0021882 0.0029508 0.003467 0.0038966 0.0042546 0.0045969 0.0053299 0.0064652 0.0081165 0.010005 0.01168 0.016479 0.78922 2.4895 6.9314 13.614 0.59022 0.25389 2.8363 0.48667 1.7909 1 0.76195 0.17298 0.28338 0.34559 4.4883e-06 6.2049e-05 0.00037953 0.00080473 0.0013582 0.0019162 0.0024967 0.0038631 0.0063557 0.0094216 0.011883 0.013376 0.015184 0.059909 0.27301 0.72625 0.95363
cl_mt_pol_k 6.8168 3.2914 0.48284 0.099739 37.539 0 0 1 3.8916e-33 8.2724e-08 1.6109 2.186 2.9287 3.392 3.8212 4.1509 4.5365 5.1073 6.0807 7.2543 8.3413 8.9625 10.005 11.111 13.023 17.824 25.083 5.2042 0.91021 13.532 0.94411 0.76195 0.17298 10.833 1 1.9371 0.9605 0.00023669 0.0032721 0.018279 0.041643 0.070139 0.09821 0.1306 0.20279 0.3247 0.47068 0.59327 0.65076 0.71847 0.79615 0.8828 0.96963 0.996
cl_mt_pol_c 2.1492 0.61273 0.2851 0.33477 9.7082 0 0 1 3.043e-34 8.7067e-34 0.97425 1.1286 1.3253 1.4471 1.5332 1.6193 1.7054 1.8506 2.0534 2.2995 2.4964 2.6158 2.7632 2.9853 3.2955 3.9532 4.7293 1.0234 0.96149 2.5959 0.97285 0.28338 0.34559 1.9371 0.9605 0.37544 1 0.00057963 0.0049095 0.02846 0.062505 0.095859 0.13289 0.17519 0.26198 0.39149 0.54606 0.65342 0.71189 0.77532 0.84342 0.91413 0.98031 0.99772
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fl_alpha = 0.4
fl_delta = 0.12
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Elapsed time is 4.275342 seconds.
Elapsed time is 1.137329 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 7.3127 1.7516 0.23953 -0.9008 16.433 0 -2.1028e-35 1 1.3043e-34 3.1403e-13 2.5583 3.4799 4.4788 5.0986 5.4998 5.8234 6.1033 6.611 7.2815 7.9523 8.4678 8.7807 9.1341 9.593 10.281 11.566 12.847 3.0681 1 4.8433 0.89178 0.83578 0.36243 3.177 0.90912 0.83051 0.96671 0.00036515 0.0043329 0.026553 0.061089 0.098784 0.13438 0.17752 0.26248 0.40578 0.5612 0.67442 0.73224 0.79276 0.85667 0.92459 0.98341 0.99819
cl_mt_coh 6.1695 3.1006 0.50257 0.44365 57.373 0 0 1 -3.6326e-34 3.1403e-13 1.7466 2.1475 2.7489 3.1498 3.4505 3.7512 4.0519 4.553 5.455 6.4573 7.4596 8.061 8.8628 10.066 12.17 17.282 24.198 4.8433 0.89178 9.6139 1 2.6394 0.64658 5.5128 0.89117 1.4617 0.96116 0.00033347 0.0036669 0.020373 0.045356 0.071919 0.10222 0.13899 0.20585 0.33529 0.47178 0.59012 0.6461 0.7127 0.78907 0.87737 0.96775 0.99565
cl_mt_pol_a 0.45852 1.3166 2.8713 9.9839e-05 49.236 0 0 1 -2.9406e-34 -1.2857e-36 0.00092667 0.0012268 0.0016824 0.0019919 0.0022523 0.002514 0.0027274 0.0031322 0.004061 0.0055506 0.010364 0.31699 0.8025 1.495 2.8675 6.6054 12.404 0.83578 0.36243 2.6394 0.64658 1.7333 1 0.60871 0.23174 0.29741 0.46057 2.1361e-06 2.7236e-05 0.00015697 0.00036765 0.00060352 0.00090739 0.0011569 0.0018026 0.0030057 0.0045201 0.0060156 0.022735 0.081609 0.20471 0.43431 0.80288 0.96854
cl_mt_pol_k 3.9725 1.9951 0.50222 0.099739 18.852 0 0 1 -2.9406e-34 6.0284e-11 0.92574 1.2256 1.6807 1.9299 2.1799 2.3698 2.5769 2.9269 3.466 4.1363 4.9162 5.1768 5.9219 6.5008 7.7389 10.647 15.368 3.177 0.90912 5.5128 0.89117 0.60871 0.23174 3.9803 1 0.92374 0.94401 0.0002463 0.0031405 0.020295 0.040737 0.068858 0.096553 0.13186 0.20297 0.32136 0.46604 0.57935 0.64655 0.71252 0.79302 0.88053 0.96831 0.99587
cl_mt_pol_c 1.7384 0.49048 0.28214 0.33477 8.2371 0 0 1 -6.9198e-35 3.1403e-13 0.81994 0.92067 1.0665 1.1634 1.2609 1.3245 1.3722 1.4883 1.6629 1.8552 2.0274 2.1298 2.249 2.4088 2.6551 3.1482 3.7369 0.83051 0.96671 1.4617 0.96116 0.29741 0.46057 0.92374 0.94401 0.24057 1 0.00055969 0.0061508 0.02878 0.060948 0.096449 0.13585 0.17405 0.25737 0.39106 0.54206 0.65414 0.7138 0.77846 0.843 0.91564 0.98044 0.99778
Simulate Model with Discount = 0.97
close all for fl_delta = ar_fl_delta disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(['fl_alpha = ' num2str(ar_fl_alpha(3))]); disp(['fl_delta = ' num2str(fl_delta)]); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(''); disp(''); disp(''); disp(''); % Call Default Parameters <https://fanwangecon.github.io/CodeDynaAsset/m_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_alpha') = ar_fl_alpha(3); param_map('fl_delta') = fl_delta; % Display Parameters support_map('bl_display') = false; support_map('bl_display_final') = false; support_map('bl_time') = true; support_map('bl_profile') = false; support_map('bl_graph_coh_t_coh') = true; % Call Grid Generator <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_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_alpha = 0.5
fl_delta = 0.02
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Elapsed time is 5.136258 seconds.
Elapsed time is 2.523644 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_pol_k fl_cor_cl_mt_pol_k fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
________ _______ _________ __________ ______ _____ _____ _____ __________ ___________ _________ _______ ________ ________ ________ _______ _______ ________ ________ ________ ________ ________ ________ ________ ________ _______ ______ ________________ ________________ ________________ ________________ __________________ __________________ __________________ __________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 18.705 1.3291 0.071052 2.5013 21.348 0 0 1 1.4297e-35 0.00048438 13.829 15.138 16.29 16.893 17.292 17.598 17.86 18.296 18.851 19.364 19.717 19.907 20.098 20.326 20.614 21.015 21.335 1.7664 1 14.89 0.93937 0.0058977 0.012206 12.747 0.93329 2.1372 0.86617 0.00071897 0.0078243 0.041663 0.08627 0.13193 0.17854 0.22593 0.3227 0.47152 0.6249 0.72928 0.78237 0.83566 0.8897 0.94431 0.98925 0.9989
cl_mt_coh 38.705 11.927 0.30815 0.44365 67.588 0 0 1 6.9379e-35 0.00048438 11.367 15.175 19.986 23.092 25.598 27.702 29.506 32.914 37.924 43.637 48.046 50.552 53.157 55.563 58.168 62.477 66.987 14.89 0.93937 142.25 1 0.21736 0.050127 122.12 0.99634 19.913 0.89931 0.00029744 0.003489 0.022384 0.05044 0.082604 0.11713 0.15309 0.23476 0.37141 0.52951 0.64798 0.71177 0.78034 0.84829 0.92308 0.98406 0.99832
cl_mt_pol_a 0.053599 0.36356 6.7831 0.00011791 27.529 0 0 1 1.4297e-35 -7.2927e-36 0.0091087 0.01246 0.016709 0.019391 0.021579 0.02358 0.02527 0.028188 0.032565 0.037801 0.041775 0.044148 0.046345 0.048366 0.049508 0.19499 6.5496 0.0058977 0.012206 0.21736 0.050127 0.13218 1 0.064037 0.01714 0.021143 0.031325 0.00015433 0.0020466 0.013445 0.030432 0.049315 0.070575 0.094342 0.14421 0.22817 0.3266 0.40065 0.44044 0.48366 0.52682 0.57274 0.61842 0.82311
cl_mt_pol_k 33.07 10.277 0.31075 0.11779 49.95 0 0 1 1.4297e-35 0.010848 9.0996 12.448 16.693 19.371 21.558 23.53 25.159 28.16 32.447 37.592 41.622 43.928 46.123 48.224 49.421 49.95 49.95 12.747 0.93329 122.12 0.99634 0.064037 0.01714 105.61 1 16.445 0.86195 0.00024987 0.0033137 0.02177 0.049273 0.079847 0.1144 0.1512 0.23152 0.36887 0.52783 0.64798 0.71183 0.78089 0.85105 0.92536 1 1
cl_mt_pol_c 5.5815 1.8565 0.33262 0.28056 17.963 0 0 1 8.5203e-35 0.00048438 2.1625 2.685 3.26 3.6379 3.9172 4.1355 4.337 4.7465 5.3442 5.9485 6.3945 6.648 6.9196 7.675 8.5995 12.787 17.804 2.1372 0.86617 19.913 0.89931 0.021143 0.031325 16.445 0.86195 3.4467 1 0.00036671 0.0044855 0.026256 0.057119 0.091334 0.12802 0.16568 0.24646 0.38239 0.53574 0.64459 0.70348 0.76408 0.82777 0.90064 0.97536 0.9969
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fl_alpha = 0.5
fl_delta = 0.07
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Elapsed time is 5.264380 seconds.
Elapsed time is 1.519612 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_pol_k fl_cor_cl_mt_pol_k fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ ______ _________ __________ ______ _____ _____ _____ __________ __________ _________ _________ _________ _________ _________ _________ ________ ________ ________ _______ ________ ________ ________ ______ ______ ______ ______ ________________ ________________ ________________ ________________ __________________ __________________ __________________ __________________ __________________ __________________ __________ __________ __________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 14.369 1.8704 0.13017 1.0545 19.563 0 0 1 7.2656e-35 5.0442e-05 8.5438 9.9 11.202 11.921 12.415 12.788 13.107 13.669 14.407 15.136 15.675 15.977 16.334 16.775 17.402 18.439 19.247 3.4984 1 15.951 0.90559 0.91116 0.18592 13.004 0.90502 2.0357 0.93336 0.00057122 0.0065007 0.03643 0.076841 0.11963 0.16285 0.20847 0.30152 0.44777 0.60221 0.70907 0.76414 0.82047 0.87798 0.93729 0.98693 0.99865
cl_mt_coh 19.516 9.4169 0.48251 0.44365 65.091 0 0 1 2.2166e-34 5.0442e-05 4.553 6.1567 8.1612 9.6647 10.767 11.769 12.772 14.576 17.382 20.99 24.098 26.102 28.608 32.316 38.23 50.758 59.979 15.951 0.90559 88.679 1 8.9965 0.36461 68.979 0.95353 10.703 0.97468 0.00021523 0.0028743 0.017875 0.042185 0.067676 0.096933 0.13129 0.20065 0.3203 0.46925 0.58359 0.64816 0.71647 0.79513 0.88333 0.97196 0.99699
cl_mt_pol_a 0.75642 2.6202 3.4639 0.00010887 45.75 0 0 1 7.4476e-36 6.6381e-34 0.0033429 0.0046458 0.0063853 0.0076068 0.0086431 0.0094403 0.010237 0.012053 0.014833 0.01889 0.023164 0.027605 0.038235 1.7928 5.6547 13.991 22.941 0.91116 0.18592 8.9965 0.36461 6.8653 1 1.3773 0.068426 0.75392 0.24675 4.1912e-06 5.5452e-05 0.00035203 0.00081688 0.0014046 0.0019654 0.0026051 0.0040834 0.0067787 0.010046 0.012816 0.014462 0.016559 0.062656 0.29542 0.75976 0.96676
cl_mt_pol_k 15.403 7.682 0.49874 0.10877 49.95 0 0 1 7.4476e-36 0.0003379 3.3396 4.6411 6.3183 7.44 8.3159 9.1919 9.9621 11.469 13.674 16.288 19.373 20.378 22.722 25.123 31.046 40.941 49.602 13.004 0.90502 68.979 0.95353 1.3773 0.068426 59.013 1 8.5893 0.95885 0.00020562 0.0027205 0.017938 0.039679 0.066411 0.095944 0.12445 0.19528 0.31869 0.46295 0.57856 0.64324 0.71328 0.79015 0.88047 0.97025 0.99687
cl_mt_pol_c 3.3573 1.1661 0.34733 0.28959 14.648 0 0 1 5.8998e-34 3.4376e-34 1.2455 1.5208 1.8592 2.0847 2.2431 2.3909 2.532 2.7781 3.1667 3.6036 3.967 4.2134 4.5092 4.8707 5.4887 6.755 9.8329 2.0357 0.93336 10.703 0.97468 0.75392 0.24675 8.5893 0.95885 1.3598 1 0.00036862 0.0041894 0.025902 0.056937 0.086418 0.12194 0.15995 0.23772 0.37042 0.52024 0.63396 0.69404 0.75905 0.82941 0.90492 0.97616 0.99641
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fl_alpha = 0.5
fl_delta = 0.12
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Elapsed time is 4.480399 seconds.
Elapsed time is 2.103926 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_pol_k fl_cor_cl_mt_pol_k fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
______ _______ _________ __________ ______ _____ ___________ _____ ___________ ___________ _________ _________ _________ _________ _________ _________ ________ _________ _________ ________ _______ _______ ______ ______ ______ ______ ______ ________________ ________________ ________________ ________________ __________________ __________________ __________________ __________________ __________________ __________________ __________ __________ __________ __________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 10.908 2.0481 0.18776 -0.2638 18.096 0 -3.0763e-35 1 -3.0763e-35 1.9782e-06 4.9761 6.2534 7.5505 8.2672 8.7663 9.1716 9.4953 10.112 10.88 11.695 12.295 12.645 13.052 13.571 14.321 15.68 16.995 4.1949 1 11.703 0.88724 1.9109 0.33333 8.1862 0.88845 1.6061 0.95407 0.00044576 0.0052601 0.031654 0.06796 0.10653 0.1499 0.19046 0.28213 0.42501 0.58016 0.68993 0.7474 0.80669 0.86704 0.93071 0.98509 0.99842
cl_mt_coh 11.59 6.4403 0.55568 0.44365 62.593 0 0 1 2.1765e-35 1.9782e-06 2.649 3.4509 4.5536 5.4557 6.0572 6.6586 7.1598 8.2625 9.9666 12.172 14.177 15.48 17.284 19.79 24.201 34.726 48.66 11.703 0.88724 41.477 1 10.755 0.59661 25.588 0.88316 5.1342 0.9699 0.00027174 0.0028745 0.016976 0.042529 0.066952 0.095465 0.12222 0.19241 0.30788 0.44965 0.56195 0.62461 0.69701 0.77561 0.8694 0.96496 0.99549
cl_mt_pol_a 1.0261 2.7991 2.7279 9.9839e-05 48.807 0 0 1 -3.8256e-35 -1.3405e-35 0.0017291 0.0023236 0.0033221 0.0039662 0.0045209 0.0050361 0.005554 0.0065585 0.0085005 0.012312 0.11494 0.91572 1.917 3.48 6.4467 14.048 24.407 1.9109 0.33333 10.755 0.59661 7.8349 1 1.9054 0.15131 1.0147 0.44106 1.9565e-06 2.0144e-05 0.00014474 0.00031482 0.00052852 0.0007668 0.0010346 0.0016062 0.0027049 0.0042219 0.0060594 0.030376 0.098401 0.22838 0.46004 0.81736 0.97281
cl_mt_pol_k 8.1623 4.4987 0.55116 0.099739 48.579 0 0 1 -3.8256e-35 7.6698e-07 1.7274 2.2555 3.1758 3.6763 4.2743 4.5899 5.1046 5.7752 6.9399 8.5103 10.308 10.748 12.22 13.494 16.806 24.065 33.399 8.1862 0.88845 25.588 0.88316 1.9054 0.15131 20.239 1 3.4439 0.93136 0.00024571 0.0025038 0.016879 0.037358 0.061931 0.089572 0.11985 0.18582 0.30418 0.4496 0.56396 0.62752 0.69767 0.77752 0.87034 0.96514 0.9954
cl_mt_pol_c 2.4014 0.82194 0.34228 0.29863 12.811 0 0 1 -1.1602e-35 1.9782e-06 0.93142 1.0953 1.3317 1.4865 1.6095 1.7079 1.7963 1.9828 2.2584 2.5813 2.852 3.0247 3.2299 3.5073 3.951 4.885 6.0815 1.6061 0.95407 5.1342 0.9699 1.0147 0.44106 3.4439 0.93136 0.67558 1 0.00043475 0.0043631 0.02573 0.054544 0.086856 0.12262 0.15764 0.23747 0.36862 0.52408 0.63255 0.69542 0.75985 0.82841 0.9059 0.9775 0.99717