Test Preference Default (Risky + Safe Asset + Save + Borr + R Shock + Interpolated-Percentage)
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Compare against fsi_iwkz_ds_vecsv_pref from iwkz. Here, we use ipwkz.
@include
@seealso
- test speed: fsi_ipwkbzr_ds_vecsv_speed_default
- test joint RANDOM: fsi_ipwkbzr_ds_vecsv_joint_default_rand
- test interest rate default: fsi_ipwkbzr_ds_vecsv_default
- test interest rate default RANDOM: fsi_ipwkbzr_ds_vecsv_default_rand
- test interest rate default CROSS: fsi_ipwkbzr_ds_vecsv_default_cross
- test interest rate no default CROSS: fsi_ipwkbzr_ds_vecsv_nbc_cross
- test preference default: fsi_ipwkbzr_ds_vecsv_pref_default
- test preference default CROSS: fsi_ipwkbzr_ds_vecsv_pref_default_cross
- test preference no default CROSS: fsi_ipwkbzr_ds_vecsv_pref_nbc_cross
- test ymin and save r default CROSS: fsi_ipwkbzr_ds_vecsv_price_default_cross
- test ymin and save r no default CROSS: fsi_ipwkbzr_ds_vecsv_price_nbc_cross
- test preference default: fsi_ipwkbzr_ds_vecsv_prod_default
- test production default CROSS: fsi_ipwkbzr_ds_vecsv_prod_default_cross
- test production no default CROSS: fsi_ipwkbzr_ds_vecsv_prod_nbc_cross
- test shock default: fsi_ipwkbzr_ds_vecsv_shk_default
- test shock default CROSS: fsi_ipwkbzr_ds_vecsv_shk_default_cross
- test shock no default CROSS: fsi_ipwkbzr_ds_vecsv_shk_nbc_cross
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];
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_ipwkbzr/paramfunc/html/ffs_ipwkbzr_set_default_param.html ffs_ipwkbzr_set_default_param> bl_input_override = true; it_param_set = 9; [param_map, support_map] = ffs_ipwkbzr_set_default_param(it_param_set); % Simulation Accuracy param_map('fl_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_ipwkbzr_get_funcgrid.html ffs_ipwkbzr_get_funcgrid> [armt_map, func_map] = ffs_ipwkbzr_get_funcgrid(param_map, support_map, bl_input_override); % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_ipwkbzr_vf_vecsv.html ff_ipwkbzr_vf_vecsv> result_map = ff_ipwkbzr_vf_vecsv(param_map, support_map, armt_map, func_map); % Call Distribution CProgram result_map = ff_iwkz_ds_vecsv(param_map, support_map, armt_map, func_map, result_map, bl_input_override); % Snap snapnow; end % close all close all;
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fl_beta = 0.87
fl_crra = 1
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Elapsed time is 54.473016 seconds.
Elapsed time is 17.916270 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_pol_k fl_cor_cl_mt_pol_k fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ ______ _________ ______ ______ _________ _______ ___________ __________ ___________ ______ ______ ______ ______ ______ _______ _______ _______ _______ _______ _______ _______ _______ _______ ______ _______ _______ ________________ ________________ ________________ ________________ __________________ __________________ __________________ __________________ __________________ __________________ __________ __________ __________ __________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 4.9331 1.6849 0.34155 1.8862 14.756 0 0 1 0.00061434 -7.7006e-34 1.9434 2.0165 2.2117 2.3464 2.6588 3.291 3.4603 4.2099 5.0837 5.8838 6.3489 6.6366 6.9148 7.1508 7.3779 7.9378 8.3633 2.8389 1 12.207 0.98939 0.25637 0.024812 1.2588 0.41477 2.338 0.79074 0.0012383 0.0045149 0.026112 0.046647 0.070367 0.10162 0.13587 0.21273 0.35398 0.51879 0.64468 0.70953 0.782 0.88195 0.93844 0.9847 0.9983
cl_mt_coh -9.1763 7.3226 -0.79798 -20 57.258 0.0011984 0.83366 0.16514 0.16145 -8.9801e-34 -20 -20 -20 -20 -20 -16.288 -15.786 -12.074 -9.1638 -5.5518 -2.9431 -2.3411 0.86966 1.0703 1.6723 2.174 3.4784 12.207 0.98939 53.62 1 4.3281 0.096383 4.4006 0.33362 9.9047 0.77082 0.35189 0.35189 0.35189 0.35189 0.35189 0.42626 0.51977 0.67233 0.84966 0.96558 1.0055 1.0193 1.0222 1.0183 1.0071 1.0031 1.0003
cl_mt_pol_a -12.54 6.1324 -0.48901 -20 43.325 0 1 -7.7986e-32 4.4184e-09 -2.1451e-34 -20 -20 -20 -20 -20 -20 -18.722 -16.737 -13.331 -9.7701 -6.8883 -5.9941 -5.4669 -3.2653 -2.449 -1.2245 -1.2245 0.25637 0.024812 4.3281 0.096383 37.606 1 2.5556 0.23135 -5.56 -0.51668 0.32278 0.32278 0.32278 0.32278 0.32278 0.32278 0.40188 0.53891 0.71757 0.8571 0.93043 0.9521 0.96518 0.9823 0.99598 0.99995 0.99995
cl_mt_pol_k 2.7434 1.8013 0.65661 0 22.265 0.16145 0 0.83855 0.16145 -4.7659e-35 0 0 0 0 0 1.357 1.6515 2.2273 2.8338 3.2926 3.6765 3.7978 4.6608 4.891 6.101 7.8287 9.8396 1.2588 0.41477 4.4006 0.33362 2.5556 0.23135 3.2447 1 -0.0050485 -0.0015972 0 0 0 0 0 0.016629 0.045658 0.11777 0.25339 0.41224 0.54458 0.61146 0.6873 0.7747 0.8805 0.96773 0.99597
cl_mt_pol_c 3.8532 1.7548 0.45542 0.02 14.19 0 0 1 0.16146 -2.2624e-34 0.02 0.02 0.02 0.02 0.02 3.6121 3.9069 4.2018 4.4905 4.7301 4.9144 5.0167 5.1314 5.2174 5.3812 5.5102 6.0201 2.338 0.79074 9.9047 0.77082 -5.56 -0.51668 -0.0050485 -0.0015972 3.0793 1 0.00083807 0.00083807 0.00083807 0.00083807 0.00083807 0.036961 0.082848 0.1881 0.36882 0.55187 0.66273 0.73601 0.79383 0.86242 0.92955 0.98526 0.99879
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fl_beta = 0.87
fl_crra = 1.5
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Elapsed time is 55.394125 seconds.
Elapsed time is 14.762289 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 -1.1935 3.7752 -3.1631 -10.242 8.9817 0 0.52726 0.47274 0.00024148 1.291e-35 -10.116 -9.7954 -8.5686 -7.1363 -5.9035 -4.7853 -3.8096 -2.1643 -0.27684 1.1494 1.9249 2.2922 2.6009 2.9416 3.4594 4.3007 5.368 14.252 1 24.007 0.9746 11.887 0.55963 2.8754 0.49104 1.7088 0.88305 0.010617 0.092806 0.39598 0.72564 0.99713 1.2199 1.3989 1.6469 1.7952 1.737 1.607 1.5177 1.4161 1.2995 1.1633 1.04 1.0047
cl_mt_coh -8.0235 6.5249 -0.81322 -20 57.258 0.0011471 0.88065 0.1182 0.044783 2.1404e-35 -20 -20 -19.197 -17.492 -16.087 -14.682 -13.278 -10.87 -7.4581 -4.3478 -2.3411 -1.438 -0.53503 0.36799 1.271 2.5754 6.5887 24.007 0.9746 42.574 1 25.086 0.68333 3.6884 0.36443 2.9236 0.87413 0.11163 0.11163 0.12515 0.24482 0.34587 0.4402 0.53196 0.68073 0.85152 0.95944 1.0017 1.0131 1.0185 1.0189 1.0121 1.0052 1.001
cl_mt_pol_a -11.731 5.6263 -0.47963 -20 47.959 0 0.99991 8.9071e-05 1.1225e-08 2.4961e-36 -20 -20 -20 -20 -19.374 -18.061 -16.834 -14.588 -11.447 -8.6165 -6.8349 -5.9026 -5.1892 -4.3452 -3.3965 -1.6327 -1.2245 11.887 0.55963 25.086 0.68333 31.656 1 0.68569 0.07857 0.94693 0.32834 0.21116 0.21116 0.21116 0.21116 0.25517 0.33475 0.40943 0.54297 0.7091 0.83743 0.9024 0.92996 0.95319 0.97365 0.99025 0.9995 0.99995
cl_mt_pol_k 3.0328 1.5511 0.51145 0 22.147 0.044685 0 0.95532 0.044685 -3.4845e-36 0 0 0.9929 1.4252 1.6916 1.8093 2.0632 2.2975 2.8571 3.5083 3.7142 4.1759 4.6253 4.7654 5.9419 7.6453 10.158 2.8754 0.49104 3.6884 0.36443 0.68569 0.07857 2.406 1 0.29457 0.37048 0 0 0.001574 0.022625 0.048711 0.077745 0.11001 0.18263 0.31713 0.46245 0.58211 0.64483 0.718 0.79584 0.88427 0.97073 0.99631
cl_mt_pol_c 1.5826 0.51259 0.3239 0.02 9.4601 0 0 1 0.045379 4.6525e-36 0.02 0.02 0.77811 1.1057 1.2061 1.2716 1.3269 1.4252 1.5972 1.7917 1.9207 1.9965 2.0784 2.15 2.2422 2.7275 3.1943 1.7088 0.88305 2.9236 0.87413 0.94693 0.32834 0.29457 0.37048 0.26275 1 0.00057348 0.00057348 0.0025256 0.037152 0.070827 0.11071 0.15567 0.23836 0.38339 0.54454 0.65885 0.72292 0.79154 0.85984 0.92158 0.98173 0.99789
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fl_beta = 0.87
fl_crra = 2
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Elapsed time is 50.857677 seconds.
Elapsed time is 18.571189 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 -6.6204 11.493 -1.736 -48.064 6.2644 0 0.65442 0.34558 0.0001299 -3.5813e-34 -47.716 -47.044 -34.39 -23.683 -17.104 -12.62 -9.5698 -5.5327 -2.064 -0.040455 0.98898 1.4639 1.8938 2.3996 3.0345 3.9541 4.6743 132.09 1 63.241 0.88937 38.999 0.64567 7.1363 0.42689 4.421 0.7476 0.014862 0.087204 0.31464 0.53086 0.68308 0.79458 0.87697 0.9886 1.0706 1.0931 1.0857 1.0764 1.0637 1.0475 1.0271 1.0065 1.0007
cl_mt_coh -6.534 6.1869 -0.94687 -20 57.258 0.0034789 0.84774 0.14878 0.015166 -2.4888e-34 -20 -20 -17.692 -15.485 -13.679 -12.174 -10.87 -8.7625 -5.9531 -3.5451 -1.8394 -0.93637 0 0.96999 2.475 6.0871 10.903 63.241 0.88937 38.278 1 27.767 0.85399 3.3637 0.37379 2.9429 0.92444 0.046422 0.046422 0.14912 0.27497 0.38583 0.48518 0.57289 0.72046 0.89141 0.99887 1.0395 1.0497 1.0528 1.0489 1.0365 1.0121 1.0018
cl_mt_pol_a -10.397 5.2554 -0.50549 -20 47.959 0 0.99717 0.0028335 6.0641e-09 -1.7848e-34 -20 -20 -20 -18.498 -16.782 -15.511 -14.357 -12.33 -9.9272 -7.7166 -6.2235 -5.4521 -4.5555 -3.7469 -2.5452 -0.53687 0.16594 38.999 0.64567 27.767 0.85399 27.619 1 0.66984 0.087629 1.9554 0.72313 0.11581 0.11581 0.11581 0.18965 0.27421 0.35156 0.42352 0.55208 0.71118 0.83798 0.90544 0.93363 0.95756 0.97767 0.99309 0.9999 1
cl_mt_pol_k 3.0777 1.4545 0.4726 0 22.123 0.014561 0 0.98544 0.014561 1.2145e-34 0 0 1.2687 1.5972 1.7415 1.9953 2.126 2.2964 2.7925 3.4526 3.6256 4.1785 4.4756 4.6956 5.7404 7.5332 10.361 7.1363 0.42689 3.3637 0.37379 0.66984 0.087629 2.1156 1 0.38634 0.51622 0 0 0.012585 0.035732 0.062819 0.0924 0.12624 0.19814 0.32744 0.47766 0.59104 0.65403 0.72524 0.79913 0.88692 0.97117 0.99637
cl_mt_pol_c 1.0972 0.51454 0.46897 0.02 8.551 0 0 1 0.015599 6.9581e-35 0.02 0.02 0.45867 0.52215 0.57744 0.63272 0.68801 0.81701 1.0136 1.2716 1.4661 1.5562 1.6463 1.7364 1.9494 2.621 3.266 4.421 0.7476 2.9429 0.92444 1.9554 0.72313 0.38634 0.51622 0.26475 1 0.00028435 0.00028435 0.013286 0.035532 0.06037 0.088588 0.11825 0.1874 0.31375 0.46755 0.59749 0.66094 0.73709 0.81415 0.89509 0.97414 0.99665
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_ipwkbzr/paramfunc/html/ffs_ipwkbzr_set_default_param.html ffs_ipwkbzr_set_default_param> bl_input_override = true; it_param_set = 9; [param_map, support_map] = ffs_ipwkbzr_set_default_param(it_param_set); % Simulation Accuracy param_map('fl_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_ipwkbzr_get_funcgrid.html ffs_ipwkbzr_get_funcgrid> [armt_map, func_map] = ffs_ipwkbzr_get_funcgrid(param_map, support_map, bl_input_override); % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_ipwkbzr_vf_vecsv.html ff_ipwkbzr_vf_vecsv> result_map = ff_ipwkbzr_vf_vecsv(param_map, support_map, armt_map, func_map); % Call Distribution CProgram result_map = ff_iwkz_ds_vecsv(param_map, support_map, armt_map, func_map, result_map, bl_input_override); % Snap snapnow; end % close all close all;
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fl_beta = 0.925
fl_crra = 1
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Elapsed time is 54.386733 seconds.
Elapsed time is 33.980331 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 8.7505 1.6705 0.1909 5.5645 21.349 0 0 1 0.00057835 2.2273e-33 5.644 5.744 6.0016 6.1759 6.643 7.0781 7.2915 8.0348 8.886 9.6832 10.176 10.449 10.653 10.855 11.131 11.855 12.536 2.7905 1 12.065 0.9845 0.87907 0.086481 1.3922 0.45598 1.7341 0.62043 0.0019335 0.0070223 0.039739 0.069539 0.10535 0.14489 0.18638 0.27366 0.41805 0.57798 0.69165 0.75446 0.82561 0.89135 0.93903 0.99078 0.99853
cl_mt_coh -8.524 7.336 -0.86063 -20 57.258 0.00039813 0.83161 0.16799 0.15652 5.0289e-33 -20 -20 -20 -20 -20 -15.686 -15.184 -11.171 -7.3578 -4.2474 -2.1404 -1.3377 0.86966 1.0703 1.6723 2.5754 3.5787 12.065 0.9845 53.816 1 5.5554 0.12445 4.6096 0.3438 7.6911 0.62659 0.36724 0.36724 0.36724 0.36724 0.36724 0.45797 0.55223 0.70514 0.87574 0.9816 1.014 1.0248 1.0243 1.02 1.0082 1.0031 1.0004
cl_mt_pol_a -11.989 6.085 -0.50756 -20 47.959 0 1 1.2261e-10 0.18134 4.8686e-34 -20 -20 -20 -20 -20 -19.179 -18.014 -15.828 -12.47 -8.9061 -6.4616 -5.6255 -4.898 -3.2653 -2.449 -1.2245 -1.2245 0.87907 0.086481 5.5554 0.12445 37.028 1 2.8018 0.25192 -6.6354 -0.65171 0.30252 0.30252 0.30252 0.30252 0.30252 0.3337 0.4108 0.55319 0.72396 0.85292 0.91785 0.95151 0.96764 0.98194 0.9959 0.99996 0.99996
cl_mt_pol_k 2.7895 1.8277 0.65521 0 22.33 0.15652 0 0.84348 0.15652 8.9785e-35 0 0 0 0 0 1.3494 1.695 2.2175 2.7995 3.4078 3.749 3.8964 4.6611 4.898 6.1052 7.9285 10.033 1.3922 0.45598 4.6096 0.3438 2.8018 0.25192 3.3405 1 -0.34537 -0.11293 0 0 0 0 0 0.020634 0.04987 0.12083 0.25391 0.41085 0.54159 0.61137 0.69603 0.79539 0.87162 0.96745 0.99616
cl_mt_pol_c 3.8088 1.6732 0.4393 0.02 9.4601 0 0 1 0.15652 2.2273e-33 0.02 0.02 0.02 0.02 0.02 4.0134 4.1649 4.2591 4.3574 4.5007 4.6195 4.7157 4.8161 4.9635 5.2174 5.7191 6.3211 1.7341 0.62043 7.6911 0.62659 -6.6354 -0.65171 -0.34537 -0.11293 2.7996 1 0.00082188 0.00082188 0.00082188 0.00082188 0.00082188 0.047904 0.10186 0.2086 0.38175 0.55379 0.67276 0.73614 0.80233 0.8609 0.9295 0.98731 0.99825
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fl_beta = 0.925
fl_crra = 1.5
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Elapsed time is 47.435705 seconds.
Elapsed time is 21.991152 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_pol_k fl_cor_cl_mt_pol_k fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
______ _______ _________ _______ ______ _________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _______ _______ _______ ________ ________ _________ ________ _______ _______ ______ ______ ________________ ________________ ________________ ________________ __________________ __________________ __________________ __________________ __________________ __________________ __________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 4.154 3.661 0.88131 -10.181 13.885 0 0.12503 0.87497 5.6708e-05 -6.9403e-35 -9.6127 -7.9349 -4.2037 -1.0994 0.85791 2.1611 2.9754 4.0569 5.1669 5.9483 6.4596 6.778 7.1473 7.6412 8.3169 9.3683 10.38 13.403 1 22.728 0.98103 15.105 0.83884 4.1158 0.5997 1.0831 0.61384 -0.0025288 -0.02298 -0.078662 -0.10922 -0.10981 -0.090919 -0.059286 0.02639 0.19397 0.40028 0.54442 0.62522 0.70782 0.7967 0.89294 0.97645 0.99744
cl_mt_coh 2.0929 6.3283 3.0237 -20 57.258 0.0026617 0.22465 0.77268 0.0093986 -3.7104e-35 -20 -18.997 -12.274 -6.7558 -3.3444 -0.83603 0.46832 1.873 3.679 4.8831 5.4851 5.8864 6.7894 7.9934 10.1 13.311 18.428 22.728 0.98103 40.047 1 27.169 0.87286 6.7422 0.56832 1.9461 0.6381 -0.089814 -0.095887 -0.39384 -0.61441 -0.73165 -0.78009 -0.78068 -0.72058 -0.51028 -0.17329 0.06182 0.17507 0.33468 0.49898 0.71802 0.92689 0.99019
cl_mt_pol_a -3.104 4.9186 -1.5846 -20 48.97 0 0.81962 0.18038 1.5554e-09 -1.2674e-34 -20 -20 -15.586 -10.354 -7.2803 -4.7172 -3.5452 -2.4765 -1.0785 -0.27443 -0.11572 -0.038996 0.022517 0.10325 0.28432 1.9379 4.988 15.105 0.83884 27.169 0.87286 24.193 1 2.3447 0.25428 0.69138 0.29166 0.12719 0.12719 0.30051 0.50614 0.64614 0.74312 0.80838 0.90574 0.98793 1.0168 1.0227 1.0239 1.0238 1.0227 1.0196 1.0102 1.0021
cl_mt_pol_k 3.71 1.8747 0.5053 0 22.186 0.0093969 0 0.9906 0.0093969 1.2555e-17 0 0.7766 1.4927 1.7583 2.1049 2.2491 2.3875 2.8027 3.3505 3.8599 4.485 4.7953 5.4196 6.0928 7.5822 9.8087 13.437 4.1158 0.5997 6.7422 0.56832 2.3447 0.25428 3.5145 1 0.70828 0.78392 0 0.00012633 0.013565 0.035916 0.062358 0.091351 0.12212 0.19563 0.32233 0.47379 0.58086 0.6414 0.70946 0.7877 0.87864 0.97015 0.99595
cl_mt_pol_c 1.6766 0.48195 0.28746 0.02 7.8835 0 0 1 0.0094756 1.7489e-34 0.02 1.0033 1.2532 1.29 1.3269 1.3514 1.3822 1.4334 1.4989 1.5603 2.064 2.1132 2.1869 2.2934 2.4736 3.3684 3.9008 1.0831 0.61384 1.9461 0.6381 0.69138 0.29166 0.70828 0.78392 0.23227 1 0.00011304 0.00046452 0.029933 0.068215 0.11412 0.14681 0.18834 0.27188 0.4109 0.54315 0.6491 0.71467 0.77959 0.8454 0.91482 0.97945 0.9976
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fl_beta = 0.925
fl_crra = 2
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Elapsed time is 54.430563 seconds.
Elapsed time is 12.845304 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 3.6438 4.3413 1.1914 -48.009 10.129 0 0.10836 0.89164 4.1579e-06 2.0331e-13 -41.505 -14.122 -2.5287 -0.25714 1.0182 2.0343 2.8183 3.8816 4.8312 5.4102 5.7929 6.0319 6.2893 6.6381 7.1181 7.8678 8.5389 18.847 1 17.13 0.81976 10.642 0.78622 4.3345 0.48493 1.6742 0.68009 -0.012246 -0.072455 -0.13463 -0.15184 -0.14586 -0.12442 -0.0908 0.0022342 0.18627 0.39422 0.55077 0.62907 0.71441 0.80198 0.89633 0.97762 0.99761
cl_mt_coh 3.8233 4.8135 1.259 -20 57.258 0.0024406 0.20087 0.79669 0.00046598 2.0331e-13 -18.395 -9.1638 -3.6454 -2.2407 -1.137 -0.033355 0.96999 2.5754 4.3814 5.5854 6.1874 6.7894 7.5921 8.9968 11.605 16.622 23.646 17.13 0.81976 23.17 1 13.073 0.871 7.3494 0.74156 2.5196 0.92313 -0.0052412 -0.035081 -0.090097 -0.12711 -0.14845 -0.1554 -0.14808 -0.10177 0.039664 0.25754 0.39092 0.48492 0.56803 0.67475 0.81124 0.94875 0.99324
cl_mt_pol_a -1.7346 3.118 -1.7976 -20 49.246 0 0.72887 0.27113 9.8311e-10 -3.6962e-34 -20 -12.465 -7.3129 -5.9137 -4.9562 -4.0143 -3.2531 -1.7705 -0.3754 -0.10811 0.018673 0.083696 0.16832 0.26798 1.0616 4.7821 10.216 10.642 0.78622 13.073 0.871 9.722 1 2.1284 0.33154 1.2152 0.68732 0.018371 0.093155 0.29653 0.48352 0.64096 0.77008 0.87404 1.0147 1.0999 1.1184 1.1207 1.1195 1.1163 1.1103 1.0966 1.0408 1.0072
cl_mt_pol_k 3.9469 2.0589 0.52166 0 22.115 0.00045871 0 0.99954 0.00045871 6.0334e-12 0.75813 1.1726 1.5713 1.8069 2.1241 2.2683 2.6297 2.8796 3.6677 4.1649 4.5558 5.0773 5.7299 6.4313 8.0297 10.933 16.383 4.3345 0.48493 7.3494 0.74156 2.1284 0.33154 4.2392 1 0.96754 0.82874 0.00010211 0.0024856 0.016256 0.037797 0.063348 0.092726 0.1224 0.19233 0.31805 0.46543 0.57772 0.64077 0.70637 0.78193 0.87486 0.96654 0.99557
cl_mt_pol_c 1.6205 0.56704 0.34991 0.02 7.8835 0 0 1 0.00047937 7.8153e-33 0.49758 0.58153 0.7003 1.0074 1.1364 1.2163 1.2777 1.3883 1.4989 1.5787 2.1296 2.1787 2.2524 2.3671 2.58 3.1534 3.8291 1.6742 0.68009 2.5196 0.92313 1.2152 0.68732 0.96754 0.82874 0.32153 1 0.000156 0.0032199 0.019364 0.04424 0.079515 0.11503 0.15324 0.23901 0.37012 0.51386 0.63435 0.70222 0.76708 0.83422 0.9102 0.97854 0.99761
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_ipwkbzr/paramfunc/html/ffs_ipwkbzr_set_default_param.html ffs_ipwkbzr_set_default_param> bl_input_override = true; it_param_set = 9; [param_map, support_map] = ffs_ipwkbzr_set_default_param(it_param_set); % Simulation Accuracy param_map('fl_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_ipwkbzr_get_funcgrid.html ffs_ipwkbzr_get_funcgrid> [armt_map, func_map] = ffs_ipwkbzr_get_funcgrid(param_map, support_map, bl_input_override); % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_ipwkbzr_vf_vecsv.html ff_ipwkbzr_vf_vecsv> result_map = ff_ipwkbzr_vf_vecsv(param_map, support_map, armt_map, func_map); % Call Distribution CProgram result_map = ff_iwkz_ds_vecsv(param_map, support_map, armt_map, func_map, result_map, bl_input_override); % Snap snapnow; end % close all close all; clear all;
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fl_beta = 0.97
fl_crra = 1
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Elapsed time is 56.567492 seconds.
Elapsed time is 17.432689 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 21.993 1.7295 0.078641 18.595 40.95 0 0 1 0.00056454 3.264e-11 18.702 18.834 19.165 19.403 19.921 20.256 20.536 21.226 22.113 22.928 23.347 23.624 23.839 24.034 24.502 25.684 28.204 2.9913 1 12.569 0.97261 1.7362 0.16509 1.6923 0.52062 1.2294 0.42286 0.0025149 0.0091006 0.050263 0.087218 0.13412 0.17893 0.22443 0.32225 0.4669 0.62073 0.72758 0.77942 0.83353 0.89045 0.94257 0.98791 0.99868
cl_mt_coh -7.8637 7.4721 -0.9502 -20 57.258 0.0012047 0.81083 0.18797 0.15179 3.264e-11 -20 -20 -20 -20 -20 -15.184 -14.682 -10.368 -6.2541 -3.0434 -1.5384 -0.43469 0.86966 1.271 1.6723 3.4784 11.104 12.569 0.97261 55.832 1 7.7783 0.1712 5.2115 0.37112 5.962 0.47468 0.38605 0.38605 0.38605 0.38605 0.38605 0.493 0.58801 0.74389 0.91053 1.0058 1.0321 1.039 1.0355 1.0255 1.0179 1.0083 1.0017
cl_mt_pol_a -11.429 6.0806 -0.53205 -20 49.154 0 0.99872 0.001282 9.0853e-08 7.533e-37 -20 -20 -20 -20 -20 -18.361 -17.468 -14.452 -11.159 -8.1188 -6.1308 -4.9778 -4.702 -3.2653 -2.449 -1.2245 0.063972 1.7362 0.16509 7.7783 0.1712 36.973 1 3.4286 0.30003 -7.5301 -0.73673 0.29188 0.29188 0.29188 0.29188 0.29188 0.35016 0.42596 0.56793 0.73479 0.85594 0.9178 0.94208 0.96642 0.98119 0.99565 1 1.0001
cl_mt_pol_k 2.8346 1.8794 0.66303 0 22.857 0.15179 0 0.84821 0.15179 1.0579e-10 0 0 0 0 0 1.3974 1.7384 2.2037 2.835 3.4462 3.7984 4.1281 4.7506 4.9002 6.2801 8.1633 11.319 1.6923 0.52062 5.2115 0.37112 3.4286 0.30003 3.5321 1 -0.72674 -0.23005 0 0 0 0 0 0.021418 0.059111 0.12177 0.27412 0.40782 0.53784 0.60545 0.68898 0.77506 0.86824 0.96929 0.99567
cl_mt_pol_c 3.7693 1.6809 0.44595 0.02 7.9265 0 0 1 0.15179 8.7699e-09 0.02 0.02 0.02 0.02 0.02 3.7062 3.8701 3.9622 4.2386 4.5151 4.7096 4.8161 4.9656 5.1601 5.4549 6.1204 6.9231 1.2294 0.42286 5.962 0.47468 -7.5301 -0.73673 -0.72674 -0.23005 2.8255 1 0.00080541 0.00080541 0.00080541 0.00080541 0.00080541 0.044114 0.11976 0.2019 0.36196 0.53932 0.6574 0.72774 0.78492 0.85386 0.92305 0.98606 0.99861
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fl_beta = 0.97
fl_crra = 1.5
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Elapsed time is 69.599156 seconds.
Elapsed time is 13.993239 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 19.122 2.8116 0.14703 -3.4633 29.504 0 1.6382e-10 1 1.1659e-12 8.5304e-07 12.262 13.248 14.464 15.36 16.051 16.635 17.156 18.021 19.142 20.239 21.066 21.538 22.089 22.771 23.77 25.604 27.529 7.905 1 18.883 0.94202 11.25 0.728 6.3833 0.75464 1.2493 0.95285 0.00069031 0.0073577 0.037192 0.075096 0.11585 0.15951 0.20286 0.29583 0.44133 0.59524 0.70302 0.75871 0.81586 0.87421 0.93501 0.98617 0.99853
cl_mt_coh 13.751 7.1294 0.51848 -20 57.258 1.1646e-09 1.9412e-08 1 1.5999e-10 8.5304e-07 3.5787 3.98 4.5821 5.2844 6.3881 7.3914 8.2944 10 12.609 15.519 17.826 19.331 21.037 23.445 27.157 34.984 45.82 18.883 0.94202 50.828 1 35.054 0.89458 12.516 0.58354 3.2575 0.97983 0.00035558 0.0030089 0.018128 0.033524 0.055878 0.081451 0.11057 0.17543 0.30007 0.45468 0.57257 0.64203 0.71293 0.79554 0.88558 0.9716 0.99639
cl_mt_pol_a 5.2389 5.4963 1.0491 -20 49.523 0 0.088533 0.91147 2.0749e-10 5.156e-34 -1.5076 -0.38116 -0.13127 0.01675 0.11671 0.25126 0.44158 1.6949 3.8978 6.1027 8.2576 9.2918 11.081 12.902 16.089 22.646 32.102 11.25 0.728 35.054 0.89458 30.209 1 2.635 0.15935 2.21 0.86225 -0.00040971 -0.0015977 -0.003206 -0.0035699 -0.0028967 -0.0011219 0.0019187 0.021436 0.09794 0.24092 0.37919 0.46291 0.55871 0.67214 0.80856 0.94922 0.99295
cl_mt_pol_k 6.4631 3.0086 0.4655 0 22.857 1.5999e-10 0 1 1.5999e-10 2.4491e-06 1.7991 2.3274 2.8283 3.2833 3.6216 3.8869 4.1129 4.8788 6.0936 6.6203 8.1005 8.3216 9.8421 10.49 13.039 16.958 21.549 6.3833 0.75464 12.516 0.58354 2.635 0.15935 9.0514 1 0.83009 0.59168 0.00026237 0.0032806 0.020022 0.043431 0.069495 0.098808 0.12945 0.20154 0.32538 0.47345 0.59208 0.65541 0.7228 0.80114 0.88598 0.97164 0.99664
cl_mt_pol_c 2.0485 0.46632 0.22763 0.02 7.9265 0 0 1 1.6066e-10 2.4646e-15 0.9624 0.97878 1.4989 1.548 1.6156 1.677 1.7323 1.8367 1.9965 2.1746 2.3159 2.408 2.5125 2.6599 2.881 3.3541 3.9315 1.2493 0.95285 3.2575 0.97983 2.21 0.86225 0.83009 0.59168 0.21745 1 0.00067597 0.0051304 0.030661 0.066517 0.10631 0.14678 0.18931 0.27389 0.41516 0.56922 0.67577 0.73501 0.79302 0.8558 0.9227 0.98257 0.99799
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fl_beta = 0.97
fl_crra = 2
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Elapsed time is 79.124617 seconds.
Elapsed time is 12.625525 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 16.288 2.2652 0.13907 -41.775 22.785 0 1.393e-09 1 4.1729e-14 1.6189e-05 10.444 11.335 12.439 13.28 13.883 14.362 14.793 15.471 16.328 17.149 17.759 18.107 18.523 19.074 20.082 21.891 22.437 5.1312 1 19.261 0.91088 13.499 0.7478 4.7199 0.69244 1.0428 0.93135 0.0006648 0.0067491 0.03652 0.077094 0.1173 0.1607 0.20637 0.29881 0.44532 0.59989 0.70681 0.76133 0.81765 0.875 0.93491 0.98651 0.99867
cl_mt_coh 14.765 9.335 0.63225 -20 57.258 2.9113e-09 5.1075e-08 1 4.5333e-12 1.6189e-05 3.2777 3.7794 4.281 5.1841 6.3881 7.3914 8.2944 10.201 12.81 15.92 18.428 20.134 22.141 25.251 31.773 51.137 53.846 19.261 0.91088 87.143 1 69.809 0.93842 13.182 0.46927 4.1522 0.89992 0.00024709 0.0035251 0.013882 0.029797 0.050695 0.073437 0.099437 0.16598 0.2785 0.42743 0.54026 0.60811 0.6767 0.75829 0.85146 0.96458 0.9964
cl_mt_pol_a 6.2718 7.9689 1.2706 -20 49.592 0 0.094575 0.90542 6.7492e-19 -7.3945e-34 -1.6326 -0.51572 -0.13895 0.010142 0.1041 0.25127 0.45695 1.7987 4.1401 6.6429 8.7074 10.088 11.891 14.468 20.091 40.385 43.695 13.499 0.7478 69.809 0.93842 63.503 1 3.2625 0.13606 3.0432 0.77262 -0.00036047 -0.0015621 -0.0032289 -0.0036772 -0.0032177 -0.0017729 0.00095845 0.018801 0.087913 0.21385 0.3375 0.41086 0.49907 0.60296 0.73558 0.93316 0.99301
cl_mt_pol_k 6.4207 3.0091 0.46866 0 22.222 4.5207e-12 0 1 4.5207e-12 5.6746e-06 1.7834 2.298 2.7912 3.0372 3.5678 3.8484 4.0772 4.8595 6.0617 6.6127 8.0736 8.287 9.8113 10.421 12.966 16.874 21.491 4.7199 0.69244 13.182 0.46927 3.2625 0.13606 9.0547 1 0.86476 0.58143 0.0002698 0.00337 0.021031 0.042026 0.067757 0.096974 0.12755 0.19967 0.32415 0.47194 0.59327 0.65438 0.72219 0.80098 0.88589 0.97173 0.99664
cl_mt_pol_c 2.0723 0.49427 0.23852 0.02 7.8835 0 0 1 4.6077e-12 1.6189e-05 0.95011 0.97059 1.4866 1.5419 1.6156 1.677 1.7323 1.849 2.0087 2.1992 2.3528 2.4572 2.5739 2.7213 2.9179 3.3909 4.5212 1.0428 0.93135 4.1522 0.89992 3.0432 0.77262 0.86476 0.58143 0.2443 1 0.00053784 0.0065401 0.031737 0.065721 0.10567 0.14387 0.18418 0.27551 0.40958 0.565 0.67161 0.73213 0.79147 0.85404 0.92227 0.98107 0.99762