Test Borrowing Default (Save + Borr Distribution)
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@seealso
- test speed: fsi_abz_ds_vecsv_speed
- test joint RANDOM: fsi_abz_ds_vecsv_joint_rand
- test price no default CROSS: fsi_abz_ds_vecsv_price_nbc_cross
- test price default CROSS: fsi_abz_ds_vecsv_price_default_cross
- test interest rate no default: fsi_abz_ds_vecsv_nbc
- test interest rate no default CROSS: fsi_abz_ds_vecsv_nbc_cross
- test interest rate no default GRID: fsi_abz_ds_vecsv_nbc_grid
- test interest rate default: fsi_abz_ds_vecsv_default
- test interest rate default V(a,z) Comparison: fsi_abz_ds_vecsv_default_compaz
- test interest rate default CROSS: fsi_abz_ds_vecsv_default_cross
- test interest rate default GRID: fsi_abz_ds_vecsv_default_grid
- test shock default (very low cmin): fsi_abz_ds_vecsv_shk_default_lowcmin
- test shock no default: fsi_abz_ds_vecsv_shk_nbc
- test shock no default CROSS: fsi_abz_ds_vecsv_shk_nbc_cross
- test shock default: fsi_abz_ds_vecsv_shk_default
- test shock default CROSS: fsi_abz_ds_vecsv_shk_default_cross
- test preference no default: fsi_abz_ds_vecsv_pref_nbc
- test preference no default CROSS: fsi_abz_ds_vecsv_pref_nbc_cross
- test preference default: fsi_abz_ds_vecsv_pref_default
- test preference default CROSS: fsi_abz_ds_vecsv_pref_default_cross
- test preference default (very low cmin): fsi_abz_ds_vecsv_pref_default_lowcmin
Contents
Set Shared Parameters
% Accuracy
ar_fl_z_r_borr_n_hg = 3:5:17;
ar_it_a_n_hg = zeros([1,length(ar_fl_z_r_borr_n_hg)]) + 750;
Test Minimum Consumption with Defaults, Vary Borrow Bound
As Borrowing bound relaxes, more borrowing. As borrowing bound is relaxed, the fraction of people defaulting is increasing. pYisMINY captures fraction of households defaulting. Note that this fraction was close to almost exactly zero when default was not allowed due to the natural borrowing constraint.
Much greater consumption variance, is this calculated correctly?, when there is relaxed borrowing constraint. Consumption is not calculated correctly for borrowing.
close all; it_size = 4; % default or not bl_default = true; ar_bl_default = zeros([1,it_size]) + bl_default; % cmin fl_c_min = 0.025; ar_fl_c_min = zeros([1,it_size]) + fl_c_min; % borrow bound ar_fl_b_bd = linspace(-20, -5, it_size); % ar_fl_b_bd = zeros([1,it_size]) + fl_b_bd; % fl_z_r_borr_poiss_mean fl_z_r_borr_poiss_mean = 0.10; % ar_fl_z_r_borr_poiss_mean = linspace(0.20, 0.025, it_size); ar_fl_z_r_borr_poiss_mean = zeros([1,it_size]) + fl_z_r_borr_poiss_mean; % Simulate Model with Discount = 0.85 for it_cur_param = 1:1:length(ar_bl_default) disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(['ar_bl_default = ' num2str(ar_bl_default(it_cur_param))]); disp(['ar_fl_c_min = ' num2str(ar_fl_c_min(it_cur_param))]); disp(['ar_fl_b_bd = ' num2str(ar_fl_b_bd(it_cur_param))]); disp(['ar_fl_z_r_borr_poiss_mean = ' num2str(ar_fl_z_r_borr_poiss_mean(it_cur_param))]); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(''); disp(''); disp(''); disp(''); % Call Default Parameters <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_abz_set_default_param.html ffs_abz_set_default_param> bl_input_override = true; it_param_set = 9; [param_map, support_map] = ffs_abz_set_default_param(it_param_set); % Borrowing Parameters param_map('bl_default') = ar_bl_default(it_cur_param); param_map('fl_c_min') = ar_fl_c_min(it_cur_param); param_map('fl_b_bd') = ar_fl_b_bd(it_cur_param); % Interest Rates param_map('fl_z_r_borr_poiss_mean') = ar_fl_z_r_borr_poiss_mean(it_cur_param); % 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_funcgrids') = false; for it_accuracy = 1:length(ar_it_a_n_hg) % Accuracy Regular param_map('it_a_n') = ar_it_a_n_hg(it_accuracy); param_map('fl_z_r_borr_n') = ar_fl_z_r_borr_n_hg(it_accuracy); it_z_n = param_map('it_z_wage_n') * param_map('fl_z_r_borr_n'); param_map('it_z_n') = it_z_n; disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(['it_a_n = ' num2str(ar_it_a_n_hg(it_accuracy)) ', it_z_n = ' num2str(it_z_n)]); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); % Call Grid Generator <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_abz_get_funcgrid.html ffs_abz_get_funcgrid> [armt_map, func_map] = ffs_abz_get_funcgrid(param_map, support_map, bl_input_override); % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_abz_vf_vecsv.html ff_abz_vf_vecsv> result_map = ff_abz_vf_vecsv(param_map, support_map, armt_map, func_map); % Call Distribution CProgram result_map = ff_az_ds_vecsv(param_map, support_map, armt_map, func_map, result_map, bl_input_override); end % Snap snapnow; end % close all close all;
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ar_bl_default = 1
ar_fl_c_min = 0.025
ar_fl_b_bd = -20
ar_fl_z_r_borr_poiss_mean = 0.1
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it_a_n = 750, it_z_n = 33
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Elapsed time is 12.720016 seconds.
Elapsed time is 1.565045 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ __________ __________ __________ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ _______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 0.69382 3.2139 4.6322 -6.1502 15.132 0 0.42415 0.57585 0.00029236 1.5756e-34 -5.9709 -5.5426 -4.5776 -3.8022 -3.1311 -2.492 -1.904 -0.78727 0.8223 2.3972 3.4311 3.9475 4.4555 4.9463 5.5199 6.2199 7.0752 10.329 1 13.596 0.73189 17.854 0.93493 1.2522 0.93072 -0.012736 -0.11181 -0.45074 -0.68293 -0.93733 -1.135 -1.2919 -1.4839 -1.4794 -1.131 -0.7087 -0.4444 -0.14031 0.20105 0.57259 0.9054 0.98941
cl_mt_pol_a -11.638 5.7802 -0.49668 -19.512 48.142 0.028675 0.97106 0.00026635 0.045073 1.5756e-34 -19.512 -19.512 -19.239 -18.692 -18.145 -17.506 -16.777 -15.227 -12.583 -9.3914 -7.0207 -5.7442 -4.3766 -2.9095 -1.2765 0 0 13.596 0.73189 33.41 1 28.548 0.83122 1.2149 0.50208 0.075571 0.075571 0.098716 0.17177 0.24774 0.32115 0.39903 0.53774 0.71345 0.85647 0.92548 0.95256 0.97378 0.98934 0.99841 1 1
cl_mt_coh -11.93 5.9418 -0.49808 -19.968 50.122 0 0.97106 0.028942 0.045406 6.4079e-34 -19.968 -19.968 -19.878 -19.22 -18.566 -17.912 -17.258 -15.669 -12.865 -9.6428 -7.1643 -5.8559 -4.454 -2.9587 -1.2764 0.032 0.0768 17.854 0.93493 28.548 0.83122 35.306 1 2.158 0.86755 0.076002 0.076002 0.083963 0.16874 0.25419 0.32747 0.39518 0.53465 0.71595 0.85454 0.92642 0.95332 0.97428 0.98962 0.99855 1 1
cl_mt_pol_c 1.4981 0.41863 0.27944 0.025 5.1363 0 0 1 0.028648 1.5756e-34 0.025 0.025 0.92572 1.0855 1.1451 1.2177 1.2494 1.3683 1.5252 1.6916 1.8082 1.8719 1.915 2.0225 2.0816 2.2026 2.369 1.2522 0.93072 1.2149 0.50208 2.158 0.86755 0.17525 1 0.00047808 0.00047808 0.01124 0.0455 0.082396 0.12216 0.16388 0.2517 0.39437 0.55384 0.66955 0.73115 0.79491 0.86044 0.93651 0.9853 0.99839
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it_a_n = 750, it_z_n = 88
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Elapsed time is 36.667319 seconds.
Elapsed time is 70.142655 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ __________ __________ __________ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ _______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 0.71461 3.1776 4.4467 -5.9363 15.154 0 0.42648 0.57352 0.00029858 4.9739e-34 -5.7619 -5.3459 -4.419 -3.6878 -3.0327 -2.424 -1.8503 -0.78657 0.76293 2.3409 3.4094 3.9487 4.499 5.0337 5.5122 6.18 6.9911 10.097 1 13.273 0.72749 17.372 0.92803 1.2994 0.94478 -0.012269 -0.11068 -0.36293 -0.64122 -0.87684 -1.0634 -1.2133 -1.3965 -1.4002 -1.0736 -0.67196 -0.41538 -0.12029 0.2124 0.59895 0.91132 0.98996
cl_mt_pol_a -12.223 5.7418 -0.46975 -19.512 48.142 0.027197 0.97273 7.5707e-05 0.047322 4.9739e-34 -19.512 -19.512 -19.33 -18.962 -18.421 -17.871 -17.324 -15.956 -13.403 -10.303 -7.8413 -6.4111 -4.9236 -3.3736 -1.3545 0 0 13.273 0.72749 32.968 1 28.288 0.83631 1.3262 0.53364 0.075542 0.075542 0.098372 0.15835 0.23493 0.31925 0.38532 0.52084 0.70248 0.8456 0.9189 0.94781 0.97195 0.98809 0.99789 1 1
cl_mt_coh -12.507 5.891 -0.471 -19.968 50.122 0 0.97273 0.027273 0.048408 1.8958e-34 -19.968 -19.968 -19.955 -19.407 -18.94 -18.286 -17.725 -16.323 -13.706 -10.529 -8.0054 -6.5907 -5.0147 -3.4259 -1.3571 0.032 0.0448 17.372 0.92803 28.288 0.83631 34.704 1 2.235 0.87655 0.077284 0.077284 0.085007 0.15989 0.23515 0.32044 0.38699 0.52198 0.70347 0.84649 0.91936 0.94821 0.97226 0.98832 0.99802 1 1
cl_mt_pol_c 1.483 0.43282 0.29186 0.025 5.1363 0 0 1 0.027185 4.9739e-34 0.025 0.025 0.87349 1.0101 1.1016 1.1566 1.2291 1.3409 1.5028 1.6734 1.8175 1.8639 1.9658 2.0246 2.1228 2.2091 2.3498 1.2994 0.94478 1.3262 0.53364 2.235 0.87655 0.18734 1 0.00045829 0.00045829 0.011718 0.045026 0.080393 0.11846 0.15972 0.24529 0.38765 0.54744 0.66338 0.72529 0.78982 0.8576 0.92642 0.98803 0.99837
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it_a_n = 750, it_z_n = 143
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Elapsed time is 61.173370 seconds.
Elapsed time is 232.944288 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ __________ __________ ___________ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ _______ ______ ________ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 0.73758 3.166 4.2924 -5.8989 15.158 0 0.4254 0.5746 0.00030065 1.7752e-35 -5.7253 -5.3113 -4.3866 -3.6301 -2.9698 -2.3657 -1.819 -0.77821 0.7734 2.3531 3.4198 3.9575 4.5101 5.0458 5.5495 6.2142 7.015 10.023 1 13.157 0.72545 17.238 0.92677 1.3042 0.94683 -0.01191 -0.10748 -0.34181 -0.62063 -0.83537 -1.0192 -1.1588 -1.3336 -1.3336 -1.0159 -0.62434 -0.3764 -0.0889 0.23465 0.61906 0.91687 0.99024
cl_mt_pol_a -12.296 5.7283 -0.46586 -19.512 48.142 0.027046 0.97289 6.7408e-05 0.047586 1.7752e-35 -19.512 -19.512 -19.402 -18.965 -18.509 -17.962 -17.407 -16.047 -13.586 -10.394 -7.9325 -6.5649 -5.0148 -3.4648 -1.4506 0 0 13.157 0.72545 32.814 1 28.143 0.83626 1.3389 0.5372 0.075512 0.075512 0.084157 0.15799 0.23454 0.30849 0.38018 0.51729 0.69667 0.84525 0.91869 0.94704 0.97161 0.98779 0.99788 1 1
cl_mt_coh -12.578 5.8749 -0.46707 -19.968 50.122 0 0.97289 0.027114 0.048139 -2.1791e-35 -19.968 -19.968 -19.961 -19.407 -18.94 -18.379 -17.818 -16.417 -13.893 -10.622 -8.0988 -6.697 -5.1082 -3.5194 -1.4559 0.032 0.039467 17.238 0.92677 28.143 0.83626 34.514 1 2.2455 0.87849 0.076422 0.076422 0.084062 0.15954 0.23638 0.30983 0.38054 0.51839 0.69712 0.84577 0.91909 0.94743 0.9719 0.98802 0.998 1 1
cl_mt_pol_c 1.4834 0.43509 0.29331 0.025 5.1363 0 0 1 0.027039 1.7752e-35 0.025 0.025 0.8749 1.0078 1.1002 1.1474 1.2247 1.3409 1.5026 1.6711 1.8152 1.8631 1.972 2.0234 2.1409 2.2091 2.3482 1.3042 0.94683 1.3389 0.5372 2.2455 0.87849 0.1893 1 0.0004557 0.0004557 0.011961 0.044747 0.080479 0.11865 0.15957 0.24466 0.38652 0.54552 0.66222 0.72435 0.78877 0.85622 0.928 0.985 0.99837
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ar_bl_default = 1
ar_fl_c_min = 0.025
ar_fl_b_bd = -15
ar_fl_z_r_borr_poiss_mean = 0.1
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it_a_n = 750, it_z_n = 33
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Elapsed time is 11.702715 seconds.
Elapsed time is 0.866648 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
________ _______ _________ _______ ______ ________ _______ __________ _________ ___________ _______ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val -0.19706 2.9841 -15.143 -7.0272 15.054 0 0.5183 0.4817 0.0003845 -2.892e-32 -6.8137 -6.3082 -5.2003 -4.1866 -3.5723 -2.9555 -2.4326 -1.5244 -0.17724 1.1897 2.1916 2.7181 3.2592 3.8429 4.4633 5.3641 6.5592 8.9049 1 8.5439 0.71565 10.712 0.87266 1.0602 0.96841 0.071263 0.59227 1.554 2.7482 3.6911 4.5225 5.2103 6.2068 6.8473 6.4646 5.6033 4.984 4.2284 3.3267 2.1745 1.2968 1.0354
cl_mt_pol_a -9.9498 4.0008 -0.4021 -14.634 48.272 0.018876 0.98052 0.00060279 0.027545 -2.892e-32 -14.634 -14.634 -14.465 -14.21 -13.956 -13.617 -13.278 -12.515 -11.073 -9.1235 -7.3432 -6.241 -5.0512 -3.5281 -1.9173 0 0 8.5439 0.71565 16.006 1 14.296 0.86873 0.88381 0.60212 0.040513 0.040513 0.091855 0.1524 0.21899 0.29872 0.36503 0.49161 0.66835 0.81848 0.89987 0.93405 0.96108 0.98339 0.99652 1.0001 1.0001
cl_mt_coh -10.195 4.1134 -0.40349 -14.968 50.122 0 0.98052 0.019481 0.030973 -1.9694e-31 -14.968 -14.968 -14.881 -14.62 -14.273 -13.967 -13.665 -12.882 -11.405 -9.3196 -7.4947 -6.3651 -5.1485 -3.6264 -1.9332 0.032 0.0768 10.712 0.87266 14.296 0.86873 16.92 1 1.2892 0.85423 0.045475 0.045475 0.08149 0.14598 0.22938 0.28711 0.3575 0.48577 0.66419 0.82031 0.90095 0.93494 0.96163 0.98305 0.99666 1.0001 1.0001
cl_mt_pol_c 1.2666 0.36689 0.28966 0.025 5.0067 0 0 1 0.018842 -2.892e-32 0.025 0.025 0.73056 0.8466 0.92555 0.98784 1.0352 1.1336 1.265 1.4061 1.5309 1.5924 1.6668 1.7458 1.8321 1.9635 2.1857 1.0602 0.96841 0.88381 0.60212 1.2892 0.85423 0.13461 1 0.0003719 0.0003719 0.016099 0.048088 0.082913 0.12013 0.16098 0.24486 0.38633 0.54507 0.66055 0.72231 0.78664 0.85325 0.92412 0.98415 0.99823
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it_a_n = 750, it_z_n = 88
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Elapsed time is 30.559970 seconds.
Warning: The shifted operator is close to singular or badly scaled. RCOND =
9.843388e-17. Consider using a different value for sigma.
Elapsed time is 10.055655 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ __________ __________ ___________ _______ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val -0.5347 2.9119 -5.4458 -6.8017 15.073 0 0.57242 0.42758 0.00040526 1.8852e-34 -6.5952 -6.3598 -5.2586 -4.494 -3.6199 -3.2829 -2.7449 -1.8612 -0.62595 0.68216 1.6963 2.2433 2.8657 3.544 4.2555 5.1263 6.3018 8.479 1 7.7516 0.71135 9.4469 0.84501 1.0733 0.97918 0.034407 0.15095 0.56874 1.0108 1.4095 1.713 2.004 2.4296 2.7668 2.7604 2.5403 2.3559 2.1163 1.8168 1.452 1.1053 1.0125
cl_mt_pol_a -11.003 3.7423 -0.34012 -14.634 48.187 0.014572 0.98526 0.00017018 0.059295 1.8852e-34 -14.634 -14.634 -14.634 -14.493 -14.295 -14.157 -13.956 -13.447 -12.345 -10.734 -9.1235 -8.1062 -6.6649 -4.9693 -2.7651 0 0 7.7516 0.71135 14.005 1 12.681 0.88258 0.89526 0.63553 0.078866 0.078866 0.078866 0.13562 0.23239 0.26345 0.32795 0.4539 0.63537 0.79121 0.87945 0.91677 0.95142 0.9773 0.99465 1 1
cl_mt_coh -11.255 3.8393 -0.34112 -14.968 50.122 0 0.98526 0.014742 0.061061 -1.3578e-34 -14.968 -14.968 -14.968 -14.881 -14.62 -14.534 -14.273 -13.751 -12.622 -11.045 -9.3196 -8.2768 -6.8608 -5.0616 -2.8022 0.032 0.0448 9.4469 0.84501 12.681 0.88258 14.741 1 1.2118 0.83847 0.081204 0.081204 0.081204 0.13515 0.23381 0.26343 0.3309 0.45592 0.63684 0.78658 0.88018 0.91707 0.95025 0.97753 0.99477 1 1
cl_mt_pol_c 1.2029 0.37643 0.31292 0.025 5.0915 0 0 1 0.01456 1.8852e-34 0.025 0.025 0.62161 0.75546 0.84236 0.90138 0.94197 1.0416 1.1939 1.3528 1.4757 1.5291 1.6265 1.714 1.8051 1.9722 2.1624 1.0733 0.97918 0.89526 0.63553 1.2118 0.83847 0.1417 1 0.0003026 0.0003026 0.022051 0.047914 0.081159 0.11542 0.15412 0.2374 0.37592 0.53333 0.65054 0.71246 0.7783 0.84735 0.92082 0.98505 0.99816
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it_a_n = 750, it_z_n = 143
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Elapsed time is 50.277964 seconds.
Warning: The shifted operator is close to singular or badly scaled. RCOND =
6.552477e-17. Consider using a different value for sigma.
Elapsed time is 27.156686 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ __________ __________ __________ _______ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ ______ ________ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val -0.5169 2.8931 -5.597 -6.7624 15.077 0 0.57306 0.42694 0.00041262 7.7535e-35 -6.557 -6.323 -5.1835 -4.5197 -3.6458 -3.1969 -2.7278 -1.8345 -0.59126 0.68556 1.6845 2.2477 2.8678 3.539 4.2901 5.1322 6.2841 8.37 1 7.6143 0.70835 9.2792 0.84173 1.0699 0.98052 0.035724 0.15836 0.59536 1.0352 1.425 1.7744 2.0422 2.4729 2.8291 2.8194 2.5917 2.4016 2.1543 1.8464 1.4577 1.1081 1.0129
cl_mt_pol_a -11.084 3.7155 -0.3352 -14.634 48.187 0.014295 0.98556 0.00014304 0.059809 7.7535e-35 -14.634 -14.634 -14.634 -14.549 -14.38 -14.21 -13.956 -13.447 -12.444 -10.904 -9.2931 -8.2757 -6.8345 -5.1389 -2.8499 0 0 7.6143 0.70835 13.805 1 12.5 0.88291 0.89045 0.63546 0.078962 0.078962 0.078962 0.13581 0.20145 0.26984 0.34014 0.4643 0.62468 0.78659 0.87731 0.91492 0.95025 0.97638 0.9946 1 1
cl_mt_coh -11.335 3.8104 -0.33616 -14.968 50.122 0 0.98556 0.014438 0.060448 4.714e-35 -14.968 -14.968 -14.968 -14.881 -14.707 -14.534 -14.273 -13.751 -12.788 -11.144 -9.4934 -8.4506 -6.9733 -5.2354 -2.8891 0.032 0.039467 9.2792 0.84173 12.5 0.88291 14.52 1 1.2016 0.83613 0.079821 0.079821 0.079821 0.13576 0.20111 0.2695 0.34003 0.46461 0.62505 0.78694 0.87772 0.91523 0.95053 0.97659 0.99473 1 1
cl_mt_pol_c 1.2015 0.37714 0.3139 0.025 5.0915 0 0 1 0.014289 7.7535e-35 0.025 0.025 0.62161 0.75546 0.84236 0.89926 0.94197 1.0401 1.1897 1.3528 1.4728 1.5269 1.6253 1.7174 1.8131 1.9722 2.1624 1.0699 0.98052 0.89045 0.63546 1.2016 0.83613 0.14224 1 0.00029732 0.00029732 0.022104 0.049705 0.084208 0.11483 0.1547 0.23572 0.37628 0.53354 0.64949 0.71218 0.77775 0.84685 0.92053 0.98466 0.99816
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ar_bl_default = 1
ar_fl_c_min = 0.025
ar_fl_b_bd = -10
ar_fl_z_r_borr_poiss_mean = 0.1
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it_a_n = 750, it_z_n = 33
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Elapsed time is 11.980862 seconds.
Warning: The shifted operator is close to singular or badly scaled. RCOND =
1.611163e-16. Consider using a different value for sigma.
Elapsed time is 1.488516 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
________ ______ _________ _______ ______ _________ _______ _________ __________ ___________ _______ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ ________ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val -0.23569 2.5527 -10.831 -7.8295 15 0 0.52872 0.47128 0.00093126 -6.6752e-36 -7.7092 -6.086 -4.5616 -3.5431 -2.9529 -2.4084 -1.8744 -1.228 -0.18466 0.84998 1.586 1.9895 2.4607 3.0307 3.7889 5.228 6.6442 6.5161 1 3.8231 0.72101 4.1424 0.75961 0.82547 0.99075 0.033483 0.30873 1.225 2.1018 2.7545 3.3672 3.8227 4.4401 4.8565 4.6434 4.1229 3.753 3.2769 2.7016 1.9832 1.2466 1.0297
cl_mt_pol_a -7.6429 2.0772 -0.27178 -9.7561 48.311 0.0052793 0.9921 0.0026208 0.023508 -6.6752e-36 -9.7561 -9.7561 -9.6778 -9.5213 -9.4431 -9.2866 -9.2083 -8.8953 -8.3475 -7.5649 -6.7823 -6.2557 -5.6085 -4.6694 -3.1825 -0.75649 1.1999 3.8231 0.72101 4.3147 1 4.1411 0.93321 0.49691 0.73292 0.030007 0.030007 0.084111 0.15493 0.1943 0.28438 0.31475 0.43352 0.59858 0.75415 0.85102 0.89039 0.92975 0.96437 0.98978 1.0003 1.0003
cl_mt_coh -7.8233 2.1363 -0.27307 -9.968 50.122 0 0.99209 0.0079131 0.031393 -2.6339e-34 -9.968 -9.968 -9.8878 -9.8076 -9.6471 -9.5669 -9.4065 -9.0856 -8.5241 -7.722 -6.9199 -6.4386 -5.7167 -4.7541 -3.23 -0.6986 1.2619 4.1424 0.75961 4.1411 0.93321 4.5639 1 0.54981 0.7885 0.039999 0.039999 0.096366 0.13797 0.21953 0.2543 0.3288 0.44247 0.60405 0.75823 0.85256 0.89135 0.93077 0.96503 0.99004 1.0004 1.0003
cl_mt_pol_c 1.1126 0.3264 0.29336 0.025 4.9676 0 0 1 0.0052427 -6.6752e-36 0.025 0.41674 0.56652 0.73086 0.75136 0.83356 0.89176 0.98175 1.0942 1.2438 1.3384 1.3877 1.4588 1.5266 1.6401 1.8783 2.1449 0.82547 0.99075 0.49691 0.73292 0.54981 0.7885 0.10653 1 0.0001178 0.0015368 0.020872 0.051078 0.082718 0.1192 0.16253 0.24204 0.38473 0.54103 0.6564 0.71849 0.78204 0.84933 0.91997 0.98217 0.99802
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it_a_n = 750, it_z_n = 88
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Elapsed time is 33.171089 seconds.
Warning: The shifted operator is close to singular or badly scaled. RCOND =
1.387613e-16. Consider using a different value for sigma.
Elapsed time is 9.836830 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
________ _______ _________ _______ ______ ________ _______ _________ _________ ___________ _______ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ _______ _______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val -0.30156 2.4626 -8.1661 -7.6163 15.013 0 0.5457 0.4543 0.0016266 -1.3736e-34 -7.6163 -6.3938 -4.2565 -3.6688 -2.6852 -2.4463 -2.0145 -1.2176 -0.20821 0.72726 1.4177 1.8313 2.2753 2.8586 3.6396 5.0795 6.4859 6.0644 1 3.2111 0.74247 3.2661 0.73605 0.80852 0.99326 0.041081 0.2368 0.94114 1.6349 2.2813 2.5858 2.9021 3.4368 3.7665 3.6574 3.3016 3.0384 2.6995 2.2771 1.7422 1.188 1.0229
cl_mt_pol_a -8.2188 1.7562 -0.21368 -9.7561 48.311 0.002325 0.99637 0.0013074 0.098025 -1.3736e-34 -9.7561 -9.7561 -9.7561 -9.6778 -9.6778 -9.5996 -9.5213 -9.2866 -8.817 -8.1909 -7.5649 -7.1736 -6.6258 -5.8643 -4.5911 -1.7738 0.33912 3.2111 0.74247 3.0843 1 3.0199 0.95431 0.44608 0.76842 0.11636 0.11636 0.11636 0.18092 0.18092 0.24261 0.30126 0.41059 0.58553 0.73643 0.83058 0.87404 0.91434 0.95038 0.98272 0.99936 1.0002
cl_mt_coh -8.3992 1.8019 -0.21453 -9.968 50.122 0 0.99637 0.0036327 0.10153 3.5057e-34 -9.968 -9.968 -9.968 -9.968 -9.8878 -9.8076 -9.7274 -9.4867 -9.0054 -8.3637 -7.722 -7.3209 -6.7594 -6.0247 -4.6739 -1.7862 0.37959 3.2661 0.73605 3.0199 0.95431 3.2468 1 0.45872 0.77017 0.12049 0.12049 0.12049 0.12049 0.19709 0.25066 0.30561 0.41455 0.58827 0.73901 0.8308 0.87436 0.91462 0.95058 0.98285 0.9994 1.0002
cl_mt_pol_c 1.0879 0.33055 0.30384 0.025 4.9676 0 0 1 0.0022518 -1.3736e-34 0.025 0.32375 0.56457 0.64869 0.74356 0.82573 0.87335 0.96806 1.0786 1.2014 1.2864 1.3695 1.4343 1.513 1.6401 1.8711 2.1249 0.80852 0.99326 0.44608 0.76842 0.45872 0.77017 0.10926 1 5.1748e-05 0.0022294 0.031577 0.049868 0.086702 0.12329 0.15394 0.24177 0.38582 0.53749 0.65292 0.71574 0.77871 0.84616 0.91869 0.98177 0.99798
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it_a_n = 750, it_z_n = 143
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Elapsed time is 58.838993 seconds.
Elapsed time is 27.786130 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
________ ______ _________ _______ ______ _________ _______ _________ _________ __________ _______ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ _______ _______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val -0.25654 2.4377 -9.5021 -7.5816 15.015 0 0.53707 0.46293 0.0016188 1.3994e-34 -7.5816 -6.2645 -4.0527 -3.581 -2.603 -2.3659 -1.9389 -1.2052 -0.17056 0.74621 1.4252 1.8356 2.275 2.8639 3.6387 5.0765 6.4704 5.9421 1 3.1248 0.73832 3.1794 0.7325 0.80199 0.99365 0.04784 0.28651 1.0944 1.8964 2.6177 3.0001 3.3443 3.9022 4.3008 4.1457 3.722 3.4048 3.0055 2.5039 1.8722 1.2205 1.0266
cl_mt_pol_a -8.2516 1.7362 -0.21041 -9.7561 48.311 0.0023131 0.9965 0.0011916 0.099229 1.3994e-34 -9.7561 -9.7561 -9.7561 -9.7009 -9.6778 -9.5996 -9.5213 -9.2866 -8.817 -8.2692 -7.6431 -7.2519 -6.7041 -5.9215 -4.6694 -1.8521 0.26086 3.1248 0.73832 3.0145 1 2.948 0.95356 0.43924 0.76407 0.11732 0.11732 0.11732 0.13242 0.20018 0.26664 0.3048 0.42087 0.59162 0.72988 0.82599 0.87072 0.9125 0.95184 0.98229 0.9993 1.0002
cl_mt_coh -8.4299 1.7806 -0.21123 -9.968 50.122 0 0.9965 0.0035046 0.10206 4.567e-35 -9.968 -9.968 -9.968 -9.968 -9.8878 -9.8076 -9.7274 -9.4867 -9.0707 -8.4439 -7.8022 -7.4012 -6.8397 -6.0375 -4.7541 -1.8664 0.29938 3.1794 0.7325 2.948 0.95356 3.1706 1 0.45137 0.76559 0.12068 0.12068 0.12068 0.12068 0.19973 0.265 0.30615 0.42075 0.57251 0.73007 0.82623 0.87113 0.91272 0.95204 0.98242 0.99933 1.0002
cl_mt_pol_c 1.0903 0.3311 0.30367 0.025 4.9676 0 0 1 0.0022408 1.3994e-34 0.025 0.36281 0.56457 0.64869 0.74356 0.82573 0.88393 0.96806 1.0786 1.2112 1.308 1.3681 1.4412 1.5208 1.6407 1.8716 2.122 0.80199 0.99365 0.43924 0.76407 0.45137 0.76559 0.10963 1 5.138e-05 0.0023359 0.031293 0.049763 0.085078 0.12434 0.16389 0.24149 0.38317 0.53743 0.65269 0.71514 0.77937 0.84637 0.91901 0.98192 0.99798
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ar_bl_default = 1
ar_fl_c_min = 0.025
ar_fl_b_bd = -5
ar_fl_z_r_borr_poiss_mean = 0.1
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it_a_n = 750, it_z_n = 33
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Elapsed time is 11.463031 seconds.
Elapsed time is 0.938336 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ ________ __________ __________ _______ _______ ______ _______ _______ ________ __________ _______ _______ _______ _______ _______ _______ _______ ________ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.4537 2.0895 1.4373 -8.7496 14.953 0 0.25141 0.74859 1.1548e-05 4.3609e-34 -5.1373 -3.8095 -2.228 -1.3934 -0.572 -0.26179 -0.0021725 0.71151 1.5223 2.2609 2.8681 3.2105 3.627 4.1287 4.8608 6.1803 7.4176 4.3659 1 2.4717 0.80423 2.3498 0.74374 0.70295 0.99337 -0.0096778 -0.037024 -0.1041 -0.15656 -0.19186 -0.20444 -0.20984 -0.18018 -0.070657 0.12589 0.2974 0.40333 0.52193 0.65184 0.80526 0.95401 0.9947
cl_mt_pol_a -3.6161 1.4709 -0.40676 -4.878 48.35 0.001112 0.96512 0.033766 0.11568 4.3609e-34 -4.878 -4.878 -4.878 -4.878 -4.8063 -4.7346 -4.6628 -4.5194 -4.1607 -3.5868 -3.0846 -2.726 -2.2956 -1.6499 -0.57389 1.7217 4.5911 2.4717 0.80423 2.1634 1 2.1963 0.98753 0.41502 0.83315 0.15605 0.15605 0.15605 0.15605 0.21924 0.28623 0.3828 0.47712 0.64687 0.80929 0.89769 0.93686 0.9683 0.99602 1.0117 1.0081 1.0016
cl_mt_coh -3.6826 1.5121 -0.41061 -4.968 50.122 0 0.96498 0.035022 0.12369 1.3206e-33 -4.968 -4.968 -4.968 -4.968 -4.8945 -4.8209 -4.7474 -4.6004 -4.2327 -3.6445 -3.1298 -2.7621 -2.3209 -1.6592 -0.55624 1.7967 4.7379 2.3498 0.74374 2.1963 0.98753 2.2864 1 0.39803 0.77725 0.16687 0.16687 0.16687 0.16687 0.24531 0.31858 0.39239 0.48535 0.64947 0.81195 0.89983 0.93857 0.96991 0.99691 1.0122 1.0083 1.0016
cl_mt_pol_c 1.1771 0.33867 0.28772 0.025 4.9284 0 0 1 1.1548e-05 4.3609e-34 0.25891 0.41998 0.6135 0.72307 0.84843 0.86731 0.94304 1.0269 1.1828 1.3028 1.4011 1.4733 1.5123 1.6058 1.726 2.0147 2.2598 0.70295 0.99337 0.41502 0.83315 0.39803 0.77725 0.1147 1 0.00024517 0.0047784 0.021277 0.050096 0.083772 0.12185 0.15891 0.2456 0.3881 0.54687 0.65832 0.71887 0.78391 0.84952 0.92005 0.98221 0.99801
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it_a_n = 750, it_z_n = 88
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Elapsed time is 31.331568 seconds.
Elapsed time is 10.504472 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ ______ ______ ________ _______ ________ _________ ___________ _______ _______ _______ _______ ________ ________ ________ _______ _______ _______ _______ _______ _______ _______ ________ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.5286 2.0102 1.3151 -8.619 14.959 0 0.24116 0.75884 3.682e-12 -1.0757e-34 -4.7602 -3.4835 -2.0984 -1.1476 -0.52743 -0.12071 0.051161 0.84727 1.5754 2.2836 2.8963 3.2208 3.624 4.0983 4.8254 6.1312 7.3522 4.0409 1 2.2157 0.7946 2.0931 0.73171 0.68112 0.9944 -0.009055 -0.034525 -0.090329 -0.13742 -0.16199 -0.16804 -0.16864 -0.13531 -0.020308 0.16503 0.33413 0.43376 0.5471 0.67129 0.81627 0.9563 0.99495
cl_mt_pol_a -3.7701 1.3871 -0.36793 -4.878 48.35 0.001184 0.97227 0.026546 0.13868 -1.0757e-34 -4.878 -4.878 -4.878 -4.878 -4.8309 -4.8063 -4.8063 -4.5911 -4.3042 -3.802 -3.2999 -2.9412 -2.5825 -1.9369 -0.92356 1.363 4.3042 2.2157 0.7946 1.9241 1 1.9479 0.98682 0.3876 0.82007 0.17943 0.17943 0.17943 0.17943 0.20422 0.33023 0.33023 0.47915 0.63086 0.78672 0.88342 0.92591 0.95712 0.98783 1.0067 1.007 1.0014
cl_mt_coh -3.8349 1.423 -0.37107 -4.968 50.122 0 0.97227 0.02773 0.14395 -3.3289e-35 -4.968 -4.968 -4.968 -4.968 -4.9552 -4.8945 -4.8945 -4.6739 -4.3798 -3.8651 -3.3504 -2.9827 -2.6023 -1.9533 -0.91108 1.4419 4.4438 2.0931 0.73171 1.9479 0.98682 2.025 1 0.36954 0.76213 0.18648 0.18648 0.18648 0.18648 0.20508 0.32585 0.32585 0.47958 0.63191 0.78764 0.8847 0.92699 0.95846 0.98861 1.0072 1.0072 1.0014
cl_mt_pol_c 1.182 0.34074 0.28828 0.025 4.9284 0 0 1 3.682e-12 -1.0757e-34 0.32175 0.41998 0.61529 0.68882 0.84075 0.86731 0.94263 1.0859 1.181 1.301 1.4011 1.4771 1.5162 1.6022 1.7409 2.0093 2.2538 0.68112 0.9944 0.3876 0.82007 0.36954 0.76213 0.1161 1 0.00077548 0.0045194 0.022059 0.050292 0.083651 0.13505 0.16323 0.26747 0.38811 0.54628 0.66073 0.71886 0.78281 0.84914 0.91964 0.98225 0.99806
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it_a_n = 750, it_z_n = 143
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Elapsed time is 49.305750 seconds.
Elapsed time is 28.050955 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ __________ _______ ________ __________ ___________ _______ _______ _______ _______ ________ _________ ________ _______ _______ _______ _______ _______ _______ _______ ________ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.5389 2.0011 1.3004 -8.5984 14.96 0 0.2412 0.7588 7.3488e-20 -8.1702e-35 -4.7096 -3.4384 -2.0582 -1.1115 -0.49367 -0.088219 0.083224 0.85986 1.5453 2.2848 2.8989 3.2103 3.625 4.104 4.8277 6.1258 7.3579 4.0044 1 2.1836 0.79318 2.061 0.73002 0.67875 0.99446 -0.0089689 -0.03436 -0.089401 -0.13889 -0.15873 -0.16414 -0.1637 -0.12587 -0.018847 0.17393 0.34207 0.43823 0.5493 0.67509 0.81883 0.95673 0.99505
cl_mt_pol_a -3.7949 1.3757 -0.36253 -4.878 48.35 0.00080704 0.97335 0.025843 0.16963 -8.1702e-35 -4.878 -4.878 -4.878 -4.878 -4.878 -4.8063 -4.8063 -4.6365 -4.3042 -3.802 -3.2999 -3.0129 -2.5825 -1.9972 -0.93257 1.363 4.2324 2.1836 0.79318 1.8927 1 1.9151 0.98666 0.38403 0.81842 0.21805 0.21805 0.21805 0.21805 0.21805 0.33784 0.33784 0.44901 0.6392 0.79478 0.88589 0.92067 0.95832 0.98596 1.0063 1.0067 1.0014
cl_mt_coh -3.8592 1.4108 -0.36558 -4.968 50.122 0 0.97335 0.02665 0.1725 5.7495e-35 -4.968 -4.968 -4.968 -4.968 -4.968 -4.8945 -4.8945 -4.7399 -4.3798 -3.8651 -3.3504 -3.0562 -2.6151 -2.0194 -0.92388 1.4291 4.3702 2.061 0.73002 1.9151 0.98666 1.9905 1 0.36596 0.7605 0.22206 0.22206 0.22206 0.22206 0.22206 0.33504 0.33504 0.44985 0.63976 0.79531 0.88694 0.92178 0.95916 0.98668 1.0068 1.0069 1.0014
cl_mt_pol_c 1.1829 0.34108 0.28834 0.025 4.9284 0 0 1 7.3488e-20 -8.1702e-35 0.32175 0.41998 0.61529 0.68652 0.83896 0.86551 0.94084 1.0661 1.1792 1.2992 1.4011 1.4767 1.5289 1.6022 1.7549 2.0075 2.252 0.67875 0.99446 0.38403 0.81842 0.36596 0.7605 0.11633 1 0.00078755 0.0046228 0.022133 0.052995 0.082848 0.12369 0.15903 0.24314 0.38531 0.54453 0.66106 0.71993 0.78219 0.85019 0.9195 0.98224 0.99806
Test Minimum Consumption with Defaults, Vary Cmin
A minimum consumption value increases, default increases. As Cmin decreases, households still borrow, but there is eventually 0 percent of households that are going to the defaulting bound.
close all; it_size = 4; % default or not bl_default = true; ar_bl_default = zeros([1,it_size]) + bl_default; % cmin ar_fl_c_min = linspace(0.1, 0.001, it_size); % ar_fl_c_min = zeros([1,it_size]) + fl_c_min; % borrow bound fl_b_bd = -12.5; ar_fl_b_bd = zeros([1,it_size]) + fl_b_bd; % fl_z_r_borr_poiss_mean fl_z_r_borr_poiss_mean = 0.10; ar_fl_z_r_borr_poiss_mean = zeros([1,it_size]) + fl_z_r_borr_poiss_mean; % Simulate Model with Discount = 0.85 for it_cur_param = 1:1:length(ar_bl_default) disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(['ar_bl_default = ' num2str(ar_bl_default(it_cur_param))]); disp(['ar_fl_c_min = ' num2str(ar_fl_c_min(it_cur_param))]); disp(['ar_fl_b_bd = ' num2str(ar_fl_b_bd(it_cur_param))]); disp(['ar_fl_z_r_borr_poiss_mean = ' num2str(ar_fl_z_r_borr_poiss_mean(it_cur_param))]); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(''); disp(''); disp(''); disp(''); % Call Default Parameters <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_abz_set_default_param.html ffs_abz_set_default_param> bl_input_override = true; it_param_set = 9; [param_map, support_map] = ffs_abz_set_default_param(it_param_set); % Borrowing Parameters param_map('bl_default') = ar_bl_default(it_cur_param); param_map('fl_c_min') = ar_fl_c_min(it_cur_param); param_map('fl_b_bd') = ar_fl_b_bd(it_cur_param); % Interest Rates param_map('fl_z_r_borr_poiss_mean') = ar_fl_z_r_borr_poiss_mean(it_cur_param); % 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_funcgrids') = false; for it_accuracy = 1:length(ar_it_a_n_hg) % Accuracy Regular param_map('it_a_n') = ar_it_a_n_hg(it_accuracy); param_map('fl_z_r_borr_n') = ar_fl_z_r_borr_n_hg(it_accuracy); it_z_n = param_map('it_z_wage_n') * param_map('fl_z_r_borr_n'); param_map('it_z_n') = it_z_n; disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(['it_a_n = ' num2str(ar_it_a_n_hg(it_accuracy)) ', it_z_n = ' num2str(it_z_n)]); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); % Call Grid Generator <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_abz_get_funcgrid.html ffs_abz_get_funcgrid> [armt_map, func_map] = ffs_abz_get_funcgrid(param_map, support_map, bl_input_override); % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_abz_vf_vecsv.html ff_abz_vf_vecsv> result_map = ff_abz_vf_vecsv(param_map, support_map, armt_map, func_map); % Call Distribution CProgram result_map = ff_az_ds_vecsv(param_map, support_map, armt_map, func_map, result_map, bl_input_override); end % Snap snapnow; end % close all close all;
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ar_bl_default = 1
ar_fl_c_min = 0.1
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 0.1
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it_a_n = 750, it_z_n = 33
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Elapsed time is 10.863719 seconds.
Warning: The shifted operator is close to singular or badly scaled. RCOND =
8.183155e-17. Consider using a different value for sigma.
Elapsed time is 1.370684 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ __________ __________ __________ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 4.0725 1.519 0.37298 0.72636 15.186 0 0 1 0.00047004 1.2587e-34 0.88264 1.2613 1.6776 1.9894 2.2287 2.587 2.8299 3.3544 4.1134 4.8443 5.3375 5.5725 5.8126 6.0902 6.4003 6.9344 7.6649 2.3073 1 3.0609 0.52768 5.3636 0.89934 0.59146 0.75804 0.00048715 0.0058934 0.01669 0.039194 0.064913 0.094837 0.1277 0.20395 0.3412 0.50642 0.63126 0.6981 0.76821 0.84116 0.92619 0.98225 0.99807
cl_mt_pol_a -6.7815 3.8188 -0.56313 -12.195 48.128 0.064057 0.93564 0.00030499 0.084885 1.2587e-34 -12.195 -12.195 -12.195 -11.792 -11.217 -10.809 -10.239 -9.0159 -7.141 -5.0215 -3.5542 -2.8062 -2.0869 -1.2717 0 0 0 3.0609 0.52768 14.584 1 9.7028 0.64712 -0.096384 -0.049135 0.15265 0.15265 0.15265 0.18131 0.27815 0.34795 0.42378 0.57173 0.74521 0.88148 0.94546 0.96537 0.98347 0.99544 1 1 1
cl_mt_coh -6.9368 3.9263 -0.566 -12.468 50.122 0 0.93564 0.064364 0.085564 3.7522e-34 -12.468 -12.468 -12.468 -12.134 -11.549 -11.048 -10.463 -9.2929 -7.2875 -5.1151 -3.611 -2.859 -2.107 -1.2715 0.032 0.032 0.0768 5.3636 0.89934 9.7028 0.64712 15.416 1 1.4146 0.7014 0.15379 0.15379 0.15379 0.18329 0.26614 0.35381 0.42909 0.56667 0.74768 0.88341 0.94656 0.96636 0.98416 0.99592 1.0001 1.0001 1
cl_mt_pol_c 1.8302 0.51367 0.28066 0.1 5.1502 0 0 1 0.064011 1.2587e-34 0.1 0.1 0.1 1.4944 1.6017 1.694 1.7714 1.8405 1.9508 2.0486 2.1117 2.1625 2.2056 2.2432 2.3039 2.386 2.524 0.59146 0.75804 -0.096384 -0.049135 1.4146 0.7014 0.26385 1 0.0034974 0.0034974 0.0034974 0.034248 0.070941 0.11662 0.16416 0.26307 0.41794 0.58164 0.69515 0.75513 0.8143 0.88394 0.93579 0.98675 0.9986
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it_a_n = 750, it_z_n = 88
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Elapsed time is 27.066530 seconds.
Elapsed time is 34.023603 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ __________ __________ __________ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 4.1346 1.5108 0.3654 0.81986 15.197 0 0 1 0.00046547 1.6939e-34 0.97546 1.3517 1.7622 2.0692 2.314 2.6541 2.8996 3.4193 4.1679 4.9082 5.4091 5.6496 5.8612 6.1628 6.4918 6.9514 7.6628 2.2825 1 3.0444 0.52699 5.313 0.89639 0.59921 0.77256 0.00052697 0.0062339 0.017575 0.040124 0.067252 0.097992 0.13131 0.20739 0.34504 0.50867 0.63393 0.69979 0.76946 0.84431 0.93262 0.9827 0.99818
cl_mt_pol_a -6.9251 3.8237 -0.55216 -12.195 48.128 0.062642 0.93717 0.00018913 0.086547 1.6939e-34 -12.195 -12.195 -12.195 -11.951 -11.38 -10.891 -10.402 -9.2605 -7.3142 -5.2661 -3.7172 -2.902 -2.1684 -1.2717 0 0 0 3.0444 0.52699 14.621 1 9.8099 0.65395 -0.05345 -0.027228 0.15241 0.15241 0.15241 0.17798 0.26069 0.34808 0.42049 0.55858 0.7387 0.87546 0.94343 0.96498 0.98384 0.99582 1 1 1
cl_mt_coh -7.0718 3.9231 -0.55476 -12.468 50.122 0 0.93717 0.062831 0.087024 3.0867e-35 -12.468 -12.468 -12.468 -12.217 -11.632 -11.131 -10.63 -9.46 -7.5254 -5.3657 -3.7782 -2.9426 -2.1906 -1.2715 0.032 0.032 0.0448 5.313 0.89639 9.8099 0.65395 15.391 1 1.4285 0.70927 0.15343 0.15343 0.15343 0.17849 0.2629 0.35043 0.42297 0.56045 0.73983 0.87669 0.94431 0.96568 0.98445 0.99623 1.0001 1.0001 1
cl_mt_pol_c 1.8272 0.51338 0.28096 0.1 5.1502 0 0 1 0.062632 1.6939e-34 0.1 0.1 0.1 1.4716 1.5881 1.6853 1.7382 1.8245 1.9415 2.0507 2.1319 2.173 2.2066 2.2432 2.3147 2.4043 2.5558 0.59921 0.77256 -0.05345 -0.027228 1.4285 0.70927 0.26356 1 0.0034277 0.0034277 0.0034277 0.028913 0.071639 0.11636 0.16308 0.2614 0.41541 0.57988 0.69386 0.75282 0.81248 0.87869 0.94674 0.98655 0.9986
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it_a_n = 750, it_z_n = 143
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Elapsed time is 50.242480 seconds.
Elapsed time is 319.601733 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ _______ _______ __________ __________ ___________ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ ______ ______ ________ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 4.1511 1.5098 0.3637 0.83967 15.202 0 0 1 0.00046563 -4.0982e-35 0.99515 1.3709 1.781 2.0914 2.3352 2.6735 2.9135 3.4375 4.1744 4.9156 5.4174 5.6689 5.8791 6.1831 6.5113 6.9533 7.6623 2.2794 1 3.0429 0.52698 5.3052 0.89585 0.60047 0.77512 0.00053618 0.0063062 0.01775 0.040376 0.067916 0.09756 0.13103 0.20745 0.34498 0.50936 0.63399 0.70028 0.77079 0.84566 0.93333 0.9825 0.9981
cl_mt_pol_a -6.9457 3.8246 -0.55065 -12.195 48.128 0.06241 0.93741 0.00017795 0.086623 -4.0982e-35 -12.195 -12.195 -12.195 -11.951 -11.38 -10.891 -10.402 -9.2605 -7.3855 -5.2661 -3.7987 -2.902 -2.1684 -1.2717 0 0 0 3.0429 0.52698 14.628 1 9.8285 0.65515 -0.047012 -0.023956 0.15209 0.15209 0.15209 0.17713 0.26574 0.3518 0.42065 0.56138 0.7398 0.87664 0.94012 0.96524 0.98396 0.99588 1 1 1
cl_mt_coh -7.0906 3.9224 -0.55319 -12.468 50.122 0 0.93741 0.062588 0.086767 -4.3583e-36 -12.468 -12.468 -12.468 -12.217 -11.632 -11.131 -10.63 -9.46 -7.5382 -5.3657 -3.8617 -2.9426 -2.1906 -1.2715 0.032 0.032 0.039467 5.3052 0.89585 9.8285 0.65515 15.386 1 1.4295 0.71023 0.15257 0.15257 0.15257 0.17782 0.26608 0.35261 0.42195 0.56245 0.74094 0.87778 0.94099 0.96592 0.98456 0.99628 1 1 1
cl_mt_pol_c 1.8269 0.51312 0.28086 0.1 5.1502 0 0 1 0.062401 -4.0982e-35 0.1 0.1 0.1 1.4433 1.5881 1.6838 1.7362 1.8245 1.9426 2.0495 2.136 2.1744 2.2075 2.2432 2.3147 2.4104 2.5661 0.60047 0.77512 -0.047012 -0.023956 1.4295 0.71023 0.26329 1 0.0034156 0.0034156 0.0034156 0.029113 0.071877 0.11604 0.16343 0.26153 0.41601 0.57899 0.69345 0.75458 0.81539 0.87783 0.94539 0.98669 0.99858
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ar_bl_default = 1
ar_fl_c_min = 0.067
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 0.1
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it_a_n = 750, it_z_n = 33
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Elapsed time is 9.077935 seconds.
Elapsed time is 1.307712 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ __________ __________ ___________ _______ ________ ________ _________ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ ________ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ _________ _________ _________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 2.5977 1.8859 0.72599 -1.5306 15.1 0 0.10775 0.89225 0.00040224 1.3091e-35 -1.3423 -0.89211 -0.49034 -0.086405 0.42621 0.71416 1.0841 1.7011 2.6253 3.5504 4.1677 4.4817 4.7663 5.0529 5.4526 6.1784 7.1045 3.5567 1 4.3116 0.61157 6.411 0.8846 0.67145 0.84466 -0.001073 -0.007667 -0.015204 -0.019597 -0.016062 -0.0050822 0.012151 0.066364 0.19148 0.36933 0.51764 0.60064 0.6896 0.78569 0.88658 0.97469 0.99714
cl_mt_pol_a -7.3259 3.7382 -0.51027 -12.195 48.21 0.043543 0.95579 0.00067118 0.081726 1.3091e-35 -12.195 -12.195 -12.195 -11.869 -11.543 -11.135 -10.728 -9.6681 -7.9562 -5.8367 -4.3694 -3.4727 -2.5697 -1.6793 -0.86409 0 0 4.3116 0.61157 13.974 1 10.826 0.7536 0.31243 0.19829 0.13605 0.13605 0.13605 0.17463 0.25169 0.33071 0.40041 0.54395 0.71843 0.86331 0.92974 0.95785 0.97704 0.99213 0.9996 1.0001 1.0001
cl_mt_coh -7.4963 3.8429 -0.51264 -12.468 50.122 0 0.95578 0.044221 0.082511 -5.2446e-35 -12.468 -12.468 -12.468 -12.301 -11.8 -11.382 -10.964 -9.9613 -8.1231 -6.0281 -4.4466 -3.5275 -2.6084 -1.6893 -0.8537 0.032 0.0768 6.411 0.8846 10.826 0.7536 14.768 1 1.213 0.74885 0.13723 0.13723 0.13723 0.1684 0.25769 0.33666 0.40572 0.53854 0.72159 0.86099 0.93078 0.95882 0.97771 0.99251 0.99984 1.0001 1.0001
cl_mt_pol_c 1.5806 0.42151 0.26667 0.067 5.0686 0 0 1 0.043533 1.3091e-35 0.067 0.067 0.90121 1.1839 1.3312 1.3877 1.4454 1.5352 1.6465 1.7732 1.8428 1.9033 1.94 1.983 2.0446 2.1742 2.3284 0.67145 0.84466 0.31243 0.19829 1.213 0.74885 0.17767 1 0.0018453 0.0018453 0.016468 0.038598 0.078611 0.12198 0.16737 0.2605 0.41151 0.57308 0.68813 0.74677 0.81018 0.86942 0.93318 0.98706 0.99852
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it_a_n = 750, it_z_n = 88
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Elapsed time is 22.934366 seconds.
Elapsed time is 11.668797 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ __________ __________ ___________ _______ ________ ________ __________ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ ________ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ ___________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 2.6489 1.8636 0.70355 -1.4037 15.112 0 0.10069 0.89931 0.00039914 1.0796e-34 -1.2175 -0.77327 -0.41916 -0.0085971 0.50152 0.79551 1.1242 1.7463 2.6482 3.569 4.1934 4.5171 4.8035 5.1316 5.4752 6.1692 7.0787 3.4731 1 4.1856 0.60478 6.2342 0.87797 0.68626 0.86384 -0.00095119 -0.0068935 -0.012811 -0.015137 -0.010214 0.0024458 0.020712 0.075946 0.20092 0.37711 0.52411 0.60627 0.6936 0.80293 0.89155 0.97636 0.99721
cl_mt_pol_a -7.5732 3.7137 -0.49037 -12.195 48.21 0.042123 0.95751 0.00036865 0.084417 1.0796e-34 -12.195 -12.195 -12.195 -12.032 -11.624 -11.351 -10.972 -9.9941 -8.2822 -6.2443 -4.6954 -3.7987 -2.874 -2.0053 -0.94561 0 0 4.1856 0.60478 13.791 1 10.713 0.75712 0.3587 0.22658 0.13594 0.13594 0.13594 0.1692 0.25681 0.315 0.38853 0.5306 0.71308 0.8549 0.92566 0.95341 0.97503 0.99082 0.99966 1 1
cl_mt_coh -7.7367 3.8102 -0.49248 -12.468 50.122 0 0.95751 0.042492 0.085167 -2.1215e-34 -12.468 -12.468 -12.468 -12.301 -11.954 -11.632 -11.215 -10.212 -8.4573 -6.3684 -4.7808 -3.8617 -2.9298 -2.0235 -0.93725 0.032 0.0448 6.2342 0.87797 10.713 0.75712 14.517 1 1.2356 0.76071 0.13725 0.13725 0.13725 0.17087 0.24041 0.31552 0.39049 0.53234 0.71403 0.85588 0.92643 0.95407 0.97557 0.99121 0.99977 1.0001 1
cl_mt_pol_c 1.575 0.42628 0.27065 0.067 5.0686 0 0 1 0.042086 1.0796e-34 0.067 0.067 0.90121 1.1682 1.2739 1.3517 1.4331 1.5042 1.6367 1.7692 1.8591 1.9093 1.9406 2.0039 2.0853 2.1742 2.3284 0.68626 0.86384 0.3587 0.22658 1.2356 0.76071 0.18172 1 0.0017903 0.0017903 0.017337 0.042289 0.079094 0.12208 0.16473 0.25785 0.40702 0.5688 0.68345 0.74332 0.80469 0.86695 0.93223 0.98659 0.99851
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it_a_n = 750, it_z_n = 143
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Elapsed time is 43.629971 seconds.
Elapsed time is 241.503664 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ __________ __________ ___________ _______ _______ ________ __________ _______ _______ _______ _______ _______ _______ _______ _______ _______ _______ ________ ______ ________ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ ___________ __________ _________ _________ __________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 2.6697 1.8605 0.69689 -1.3799 15.115 0 0.1002 0.8998 0.00039972 -1.2683e-35 -1.1941 -0.751 -0.39754 -0.0023736 0.53227 0.8242 1.149 1.7782 2.68 3.5887 4.2157 4.5311 4.8213 5.1555 5.4985 6.1901 7.093 3.4613 1 4.1693 0.60356 6.2137 0.87708 0.68675 0.86555 -0.00092703 -0.0066646 -0.012322 -0.014062 -0.0086299 0.0044162 0.022976 0.079707 0.20469 0.3795 0.52655 0.60715 0.69504 0.80632 0.89412 0.97697 0.99729
cl_mt_pol_a -7.5969 3.713 -0.48875 -12.195 48.21 0.041979 0.95768 0.00034308 0.085052 -1.2683e-35 -12.195 -12.195 -12.195 -12.032 -11.706 -11.38 -10.972 -9.9941 -8.3638 -6.2443 -4.6954 -3.7987 -2.902 -2.0053 -0.94561 0 0 4.1693 0.60356 13.786 1 10.712 0.75764 0.35992 0.2273 0.13653 0.13653 0.13653 0.17205 0.24034 0.31728 0.39131 0.53317 0.70806 0.85647 0.92627 0.95394 0.97505 0.99094 0.99965 1 1
cl_mt_coh -7.7585 3.808 -0.49081 -12.468 50.122 0 0.95768 0.042322 0.085542 -5.3051e-36 -12.468 -12.468 -12.468 -12.301 -11.967 -11.632 -11.215 -10.212 -8.5409 -6.3684 -4.7808 -3.8617 -2.9426 -2.0235 -0.93725 0.032 0.039467 6.2137 0.87708 10.712 0.75764 14.501 1 1.2344 0.76012 0.13747 0.13747 0.13747 0.17121 0.24002 0.31725 0.39207 0.53411 0.70897 0.85728 0.927 0.95459 0.9756 0.99132 0.99985 1.0001 1
cl_mt_pol_c 1.576 0.42647 0.27061 0.067 5.0686 0 0 1 0.041945 -1.2683e-35 0.067 0.067 0.90121 1.1682 1.2739 1.3517 1.4331 1.5042 1.6347 1.7688 1.8707 1.9101 1.9406 2.008 2.0876 2.1742 2.3325 0.68675 0.86555 0.35992 0.2273 1.2344 0.76012 0.18188 1 0.0017832 0.0017832 0.017511 0.042522 0.078692 0.12194 0.16534 0.25758 0.40702 0.56899 0.68413 0.74387 0.80469 0.86722 0.93198 0.98602 0.99849
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ar_bl_default = 1
ar_fl_c_min = 0.034
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 0.1
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it_a_n = 750, it_z_n = 33
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Elapsed time is 10.039983 seconds.
Elapsed time is 0.795206 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ ________ __________ ___________ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ _______ ______ _______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 0.21251 2.5834 12.156 -5.4771 15.036 0 0.47284 0.52716 0.00042791 -9.2264e-36 -5.2523 -4.9964 -4.0843 -3.393 -2.5707 -2.2179 -1.7294 -0.95568 0.20478 1.3599 2.2236 2.697 3.1905 3.7319 4.2678 5.3352 6.614 6.6737 1 5.9617 0.70221 7.3328 0.84033 0.89169 0.96585 -0.06831 -0.29175 -1.1244 -1.9612 -2.6686 -3.2539 -3.7041 -4.3226 -4.5731 -4.0211 -3.1748 -2.6004 -1.9001 -1.0991 -0.15609 0.72285 0.96736
cl_mt_pol_a -8.678 3.2864 -0.3787 -12.195 48.291 0.017685 0.98123 0.001086 0.057444 -9.2264e-36 -12.195 -12.195 -12.195 -12.032 -11.792 -11.624 -11.38 -10.809 -9.7496 -8.2007 -6.7334 -5.7552 -4.6954 -3.3912 -1.7815 0 0.11413 5.9617 0.70221 10.8 1 9.6795 0.87197 0.68003 0.57902 0.080726 0.080726 0.080726 0.14974 0.21196 0.28747 0.35274 0.48038 0.65141 0.80553 0.89229 0.92936 0.95871 0.98161 0.99603 1.0001 1.0001
cl_mt_coh -8.8858 3.3778 -0.38013 -12.468 50.122 0 0.98122 0.018778 0.059917 2.2722e-34 -12.468 -12.468 -12.468 -12.34 -12.134 -11.922 -11.632 -11.131 -9.9613 -8.3737 -6.8697 -5.9506 -4.8196 -3.4439 -1.8116 0.032 0.14898 7.3328 0.84033 9.6795 0.87197 11.41 1 0.98541 0.81633 0.084071 0.084071 0.084071 0.14314 0.21978 0.2772 0.36065 0.47223 0.65578 0.80772 0.89357 0.9276 0.95777 0.98202 0.99622 1.0002 1.0001
cl_mt_pol_c 1.2433 0.35737 0.28743 0.034 4.9871 0 0 1 0.017651 -9.2264e-36 0.034 0.034 0.68259 0.83985 0.90733 0.97046 1.0113 1.1051 1.2614 1.3966 1.508 1.5574 1.633 1.689 1.781 1.9406 2.165 0.89169 0.96585 0.68003 0.57902 0.98541 0.81633 0.12771 1 0.00048268 0.00048268 0.022489 0.04606 0.08435 0.11899 0.15985 0.24718 0.38782 0.54697 0.663 0.7244 0.78797 0.85866 0.92478 0.98399 0.99819
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it_a_n = 750, it_z_n = 88
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Elapsed time is 24.810842 seconds.
Elapsed time is 8.518964 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _________ __________ ___________ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ _______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 0.21293 2.48 11.647 -5.2765 15.053 0 0.47248 0.52752 0.00044249 -3.5472e-34 -5.058 -4.8095 -3.932 -3.1359 -2.5173 -2.0443 -1.6826 -0.87939 0.18688 1.2774 2.0882 2.5716 3.0702 3.6059 4.2407 5.1848 6.4323 6.1504 1 5.2541 0.68075 6.4653 0.8165 0.86942 0.97424 -0.071195 -0.31971 -1.0557 -2.01 -2.5324 -3.1385 -3.4955 -4.0871 -4.3395 -3.8326 -3.0489 -2.4967 -1.8359 -1.0542 -0.13465 0.73248 0.96787
cl_mt_pol_a -9.1865 3.1121 -0.33877 -12.195 48.21 0.015503 0.98406 0.0004408 0.069681 -3.5472e-34 -12.195 -12.195 -12.195 -12.114 -11.951 -11.835 -11.624 -11.217 -10.32 -9.0095 -7.6301 -6.7334 -5.6737 -4.2063 -2.2499 0 0 5.2541 0.68075 9.6853 1 8.6759 0.87313 0.65315 0.58324 0.092502 0.092502 0.092502 0.15178 0.23235 0.26517 0.33884 0.45816 0.63205 0.78577 0.87909 0.91717 0.94951 0.97738 0.99492 1.0001 1.0001
cl_mt_coh -9.3918 3.1929 -0.33996 -12.468 50.122 0 0.98406 0.015944 0.071533 -1.5361e-34 -12.468 -12.468 -12.468 -12.384 -12.217 -12.134 -11.883 -11.465 -10.546 -9.2093 -7.7889 -6.8697 -5.7835 -4.2795 -2.2741 0.032 0.0448 6.4653 0.8165 8.6759 0.87313 10.194 1 0.92318 0.80353 0.094963 0.094963 0.094963 0.16162 0.23553 0.26566 0.34224 0.46039 0.63362 0.78625 0.87954 0.91759 0.94987 0.97765 0.99507 1.0001 1.0001
cl_mt_pol_c 1.2249 0.35984 0.29376 0.034 5.0686 0 0 1 0.015481 -3.5472e-34 0.034 0.034 0.68259 0.8197 0.85989 0.94345 0.997 1.0948 1.209 1.3773 1.4876 1.5422 1.62 1.6857 1.7837 1.9335 2.147 0.86942 0.97424 0.65315 0.58324 0.92318 0.80353 0.12948 1 0.00042971 0.00042971 0.027938 0.05511 0.08032 0.11805 0.15913 0.24351 0.38605 0.54273 0.65925 0.72059 0.78531 0.85226 0.92328 0.98342 0.99819
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it_a_n = 750, it_z_n = 143
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Elapsed time is 43.842543 seconds.
Elapsed time is 21.509671 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ __________ __________ __________ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ _______ ______ ________ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 0.24915 2.465 9.8937 -5.2454 15.053 0 0.46827 0.53173 0.00044131 2.0393e-34 -5.0279 -4.7806 -3.8872 -3.0759 -2.4912 -1.9816 -1.6245 -0.82095 0.23433 1.2943 2.1161 2.5853 3.0927 3.6139 4.2488 5.2092 6.4269 6.0762 1 5.1673 0.67639 6.3774 0.81399 0.86686 0.97499 -0.0608 -0.27206 -0.89132 -1.6908 -2.1288 -2.6346 -2.9329 -3.4202 -3.6066 -3.1603 -2.4743 -2.0031 -1.4324 -0.76077 0.031015 0.77535 0.97274
cl_mt_pol_a -9.2178 3.0992 -0.33622 -12.195 48.21 0.015462 0.98413 0.00040459 0.069588 2.0393e-34 -12.195 -12.195 -12.195 -12.114 -11.951 -11.869 -11.624 -11.217 -10.32 -9.0159 -7.7116 -6.8149 -5.6737 -4.2879 -2.3182 0 0 5.1673 0.67639 9.6053 1 8.5912 0.87214 0.64953 0.58105 0.092065 0.092065 0.092065 0.16082 0.23455 0.26317 0.34309 0.46014 0.63555 0.78801 0.87709 0.91595 0.95027 0.97671 0.99446 1 1
cl_mt_coh -9.4207 3.1784 -0.33739 -12.468 50.122 0 0.98413 0.015866 0.069888 1.6501e-34 -12.468 -12.468 -12.468 -12.384 -12.217 -12.134 -11.883 -11.465 -10.546 -9.2093 -7.8724 -6.9533 -5.7835 -4.3631 -2.3502 0.032 0.039467 6.3774 0.81399 8.5912 0.87214 10.102 1 0.91985 0.80237 0.092495 0.092495 0.092495 0.16029 0.23259 0.2643 0.34334 0.46076 0.63617 0.78851 0.87758 0.9163 0.95061 0.97697 0.99462 1.0001 1
cl_mt_pol_c 1.2276 0.36069 0.29382 0.034 5.0686 0 0 1 0.015458 2.0393e-34 0.034 0.034 0.68259 0.8197 0.85989 0.94345 0.997 1.0948 1.209 1.3762 1.4899 1.5432 1.6234 1.6879 1.7888 1.9417 2.149 0.86686 0.97499 0.64953 0.58105 0.91985 0.80237 0.1301 1 0.00042814 0.00042814 0.026887 0.053988 0.080974 0.1185 0.15943 0.24279 0.38642 0.54315 0.65865 0.72085 0.78468 0.85255 0.92323 0.98353 0.99819
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ar_bl_default = 1
ar_fl_c_min = 0.001
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 0.1
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it_a_n = 750, it_z_n = 33
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Elapsed time is 12.109492 seconds.
Elapsed time is 1.269251 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ __________ _______ __________ __________ __________ _______ _______ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ _________ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val -1.7778 3.1974 -1.7985 -58.211 15.012 0 0.70537 0.29463 3.118e-05 5.0671e-35 -15.658 -10.417 -7.0985 -5.7397 -4.77 -4.2268 -3.6344 -2.7593 -1.5839 -0.45213 0.34502 0.83715 1.3446 2.0153 2.9658 4.6257 6.2061 10.224 1 4.5136 0.77265 4.4458 0.73931 1.0032 0.9667 0.014506 0.081616 0.27488 0.45699 0.59293 0.72034 0.83294 1.0064 1.1862 1.272 1.275 1.2577 1.228 1.1809 1.1119 1.0299 1.0037
cl_mt_pol_a -9.8192 1.827 -0.18607 -12.195 48.291 0.00016819 0.99905 0.00078134 4.0114e-05 5.0671e-35 -11.951 -11.869 -11.624 -11.543 -11.461 -11.298 -11.135 -10.891 -10.32 -9.6681 -9.0974 -8.6083 -8.1192 -7.3855 -6.1628 -3.4368 -0.048911 4.5136 0.77265 3.338 1 3.3927 0.98739 0.51154 0.86268 0.0022584 0.014272 0.079686 0.13963 0.1782 0.25126 0.3135 0.40929 0.58346 0.72388 0.8154 0.86417 0.90426 0.94275 0.97754 0.99799 1.0001
cl_mt_coh -10.062 1.8807 -0.18691 -12.468 50.122 0 0.99905 0.00095462 0.00040194 2.574e-34 -12.384 -12.134 -11.967 -11.8 -11.716 -11.549 -11.465 -11.131 -10.585 -9.8778 -9.2929 -8.7915 -8.2902 -7.5382 -6.2848 -3.5275 -0.018134 4.4458 0.73931 3.3927 0.98739 3.537 1 0.49818 0.81617 0.0018781 0.024369 0.064797 0.15561 0.19358 0.26433 0.29789 0.42085 0.56728 0.72981 0.81822 0.8664 0.9059 0.94391 0.97789 0.99801 1.0001
cl_mt_pol_c 1.0022 0.32455 0.32384 0.001 4.9871 0 0 1 0.00013341 5.0671e-35 0.14697 0.32223 0.4569 0.60549 0.69404 0.705 0.79459 0.88638 1.0025 1.1356 1.2213 1.263 1.3395 1.4333 1.556 1.7985 2.0655 1.0032 0.9667 0.51154 0.86268 0.49818 0.81617 0.10534 1 0.00017351 0.0022642 0.018128 0.047245 0.075827 0.11323 0.14872 0.23299 0.37208 0.52936 0.64746 0.7079 0.77438 0.8429 0.91534 0.98105 0.99787
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it_a_n = 750, it_z_n = 88
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Elapsed time is 27.599136 seconds.
Warning: The shifted operator is close to singular or badly scaled. RCOND =
1.228644e-16. Consider using a different value for sigma.
Elapsed time is 8.481492 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ __________ _______ __________ __________ ___________ _______ _______ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ _______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val -1.6629 2.9467 -1.772 -57.896 15.035 0 0.71057 0.28943 1.0284e-05 -1.7654e-35 -13.78 -9.9875 -6.4978 -5.4673 -4.4624 -4.0142 -3.4965 -2.5966 -1.486 -0.42344 0.32794 0.79659 1.3154 1.9335 2.862 4.4735 5.9908 8.6832 1 3.8775 0.79182 3.7143 0.73919 0.9445 0.98363 0.016042 0.074414 0.26169 0.46145 0.60234 0.73389 0.83279 1.0203 1.1938 1.2795 1.2824 1.2652 1.2336 1.1858 1.1154 1.031 1.0039
cl_mt_pol_a -10.582 1.6618 -0.15704 -12.195 48.291 2.1062e-05 0.99971 0.00027268 0.04548 -1.7654e-35 -12.195 -12.195 -12.114 -12.114 -11.997 -11.869 -11.788 -11.543 -11.135 -10.483 -9.9126 -9.505 -9.0903 -8.3638 -7.2225 -4.6954 -1.5162 3.8775 0.79182 2.7617 1 2.8021 0.98884 0.46136 0.85197 0.052411 0.052411 0.11883 0.11883 0.17249 0.26941 0.31762 0.41715 0.5597 0.71626 0.80892 0.85657 0.89511 0.93702 0.9733 0.99703 0.99997
cl_mt_coh -10.824 1.7052 -0.15754 -12.468 50.122 0 0.99971 0.00029384 0.051159 1.6787e-35 -12.468 -12.468 -12.468 -12.384 -12.301 -12.205 -12.05 -11.8 -11.382 -10.713 -10.128 -9.7106 -9.2929 -8.5409 -7.3711 -4.7808 -1.5221 3.7143 0.73919 2.8021 0.98884 2.9077 1 0.44354 0.79822 0.058928 0.058928 0.058928 0.12889 0.17502 0.23257 0.31993 0.42026 0.56184 0.71812 0.81002 0.85762 0.89527 0.93744 0.97338 0.99705 0.99997
cl_mt_pol_c 1.005 0.32586 0.32423 0.001 4.9871 0 0 1 1.1547e-05 -1.7654e-35 0.13882 0.32061 0.49995 0.59122 0.68293 0.71572 0.78041 0.8745 1.0133 1.1213 1.2212 1.2886 1.3405 1.4271 1.5494 1.7904 2.0471 0.9445 0.98363 0.46136 0.85197 0.44354 0.79822 0.10619 1 0.00027956 0.0028216 0.017609 0.047084 0.078027 0.11016 0.15368 0.23104 0.37565 0.52961 0.64638 0.70895 0.77341 0.84275 0.91543 0.98099 0.99788
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it_a_n = 750, it_z_n = 143
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Elapsed time is 50.578628 seconds.
Elapsed time is 25.316217 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ __________ _______ __________ __________ __________ _______ _______ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ _______ _______ _______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val -1.6128 2.8917 -1.7929 -57.847 15.038 0 0.70354 0.29646 1.0028e-05 5.0534e-35 -13.044 -10.06 -6.3646 -5.4346 -4.2672 -3.9754 -3.4556 -2.5572 -1.4483 -0.39572 0.35961 0.78884 1.3249 1.94 2.8739 4.4627 5.9688 8.3618 1 3.7584 0.79401 3.5937 0.74026 0.93185 0.98692 0.017903 0.070084 0.26271 0.45924 0.64947 0.73356 0.83903 1.027 1.2043 1.2913 1.2923 1.2747 1.2415 1.1921 1.1182 1.0319 1.004
cl_mt_pol_a -10.673 1.6369 -0.15337 -12.195 48.291 2.2875e-05 0.99975 0.0002296 0.091113 5.0534e-35 -12.195 -12.195 -12.195 -12.126 -12.032 -11.951 -11.869 -11.624 -11.217 -10.565 -9.9941 -9.6681 -9.1789 -8.4453 -7.304 -4.8585 -1.6793 3.7584 0.79401 2.6795 1 2.7169 0.98865 0.45397 0.84935 0.10411 0.10411 0.10411 0.11769 0.21632 0.26403 0.31219 0.41685 0.56285 0.71898 0.80999 0.85063 0.89568 0.93844 0.97415 0.99687 0.99996
cl_mt_coh -10.913 1.6788 -0.15384 -12.468 50.122 0 0.99975 0.00025248 0.093917 1.78e-35 -12.468 -12.468 -12.468 -12.461 -12.301 -12.217 -12.134 -11.883 -11.465 -10.797 -10.212 -9.8778 -9.3764 -8.6244 -7.4546 -4.9479 -1.6893 3.5937 0.74026 2.7169 0.98865 2.8185 1 0.43595 0.79528 0.1073 0.1073 0.1073 0.11802 0.21556 0.26395 0.31175 0.41634 0.56295 0.71907 0.8103 0.85056 0.89584 0.93855 0.97422 0.99689 0.99996
cl_mt_pol_c 1.0071 0.32652 0.32422 0.001 4.9871 0 0 1 1.0056e-05 5.0534e-35 0.13882 0.23705 0.50359 0.58918 0.68259 0.71368 0.77837 0.87415 1.0113 1.1193 1.2197 1.2879 1.3414 1.4352 1.5636 1.7919 2.0492 0.93185 0.98692 0.45397 0.84935 0.43595 0.79528 0.10662 1 0.00028426 0.0021258 0.030931 0.044942 0.084112 0.11007 0.15139 0.23355 0.37473 0.53033 0.64615 0.70786 0.77316 0.8423 0.91563 0.98097 0.99788
Test Minimum Consumption with Defaults, Vary Interest rate
As borrowing interest rate increases, borrowing decreases
close all; it_size = 10; % default or not bl_default = true; ar_bl_default = zeros([1,it_size]) + bl_default; % cmin fl_c_min = 0.035; ar_fl_c_min = zeros([1,it_size]) + fl_c_min; % borrow bound fl_b_bd = -12.5; ar_fl_b_bd = zeros([1,it_size]) + fl_b_bd; % fl_z_r_borr_poiss_mean ar_fl_z_r_borr_poiss_mean = linspace(5, 20, it_size); % Simulate Model with Discount = 0.85 for it_cur_param = 1:1:length(ar_bl_default) disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(['ar_bl_default = ' num2str(ar_bl_default(it_cur_param))]); disp(['ar_fl_c_min = ' num2str(ar_fl_c_min(it_cur_param))]); disp(['ar_fl_b_bd = ' num2str(ar_fl_b_bd(it_cur_param))]); disp(['ar_fl_z_r_borr_poiss_mean = ' num2str(ar_fl_z_r_borr_poiss_mean(it_cur_param))]); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(''); disp(''); disp(''); disp(''); % Call Default Parameters <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_abz_set_default_param.html ffs_abz_set_default_param> bl_input_override = true; it_param_set = 9; [param_map, support_map] = ffs_abz_set_default_param(it_param_set); % Borrowing Parameters param_map('bl_default') = ar_bl_default(it_cur_param); param_map('fl_c_min') = ar_fl_c_min(it_cur_param); param_map('fl_b_bd') = ar_fl_b_bd(it_cur_param); % Interest Rates param_map('fl_z_r_borr_poiss_mean') = ar_fl_z_r_borr_poiss_mean(it_cur_param); % 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_funcgrids') = false; for it_accuracy = 1:length(ar_it_a_n_hg) % Accuracy Regular param_map('it_a_n') = ar_it_a_n_hg(it_accuracy); param_map('fl_z_r_borr_n') = ar_fl_z_r_borr_n_hg(it_accuracy); it_z_n = param_map('it_z_wage_n') * param_map('fl_z_r_borr_n'); param_map('it_z_n') = it_z_n; disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); disp(['it_a_n = ' num2str(ar_it_a_n_hg(it_accuracy)) ', it_z_n = ' num2str(it_z_n)]); disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx'); % Call Grid Generator <https://fanwangecon.github.io/CodeDynaAsset/m_az/paramfunc/html/ffs_abz_get_funcgrid.html ffs_abz_get_funcgrid> [armt_map, func_map] = ffs_abz_get_funcgrid(param_map, support_map, bl_input_override); % Call Dynamic Programming Problem <https://fanwangecon.github.io/CodeDynaAsset/m_az/solve/html/ff_abz_vf_vecsv.html ff_abz_vf_vecsv> result_map = ff_abz_vf_vecsv(param_map, support_map, armt_map, func_map); % Call Distribution CProgram result_map = ff_az_ds_vecsv(param_map, support_map, armt_map, func_map, result_map, bl_input_override); end % Snap snapnow; end % close all close all;
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ar_bl_default = 1
ar_fl_c_min = 0.035
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 5
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it_a_n = 750, it_z_n = 33
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Elapsed time is 10.875658 seconds.
Elapsed time is 1.424497 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ ______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _________ _______ ________ _________ _______ ______ _______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.6145 3.0266 1.8746 -7.9152 14.916 0 0.25575 0.74425 0.00019291 -2.481e-34 -7.1511 -6.2312 -4.5371 -3.0168 -1.8251 -0.87352 -0.095914 1.0533 2.2587 3.1477 3.8059 4.1056 4.499 4.939 5.6005 6.8135 7.9559 9.1603 1 8.9061 0.86679 10.293 0.93324 0.53924 0.61163 -0.012657 -0.052721 -0.17366 -0.29006 -0.36388 -0.40496 -0.41921 -0.38689 -0.22931 0.023835 0.24639 0.36781 0.49929 0.64218 0.80516 0.95483 0.99495
cl_mt_pol_a -1.7867 3.3949 -1.9 -12.195 48.373 0.042181 0.66229 0.29553 0.0011679 -2.481e-34 -12.195 -11.416 -9.2789 -7.1423 -5.4636 -4.1664 -3.1744 -1.8008 -0.73255 -0.045784 0.19564 0.4402 0.76627 1.3369 2.2336 4.5161 7.2877 8.9061 0.86679 11.525 1 10.938 0.88408 0.29748 0.30081 0.0079714 0.1262 0.30304 0.52874 0.70494 0.83763 0.94262 1.0809 1.178 1.2067 1.2028 1.1942 1.1782 1.1462 1.1009 1.0303 1.0045
cl_mt_coh -1.8483 3.6442 -1.9717 -12.468 50.122 0 0.64158 0.35842 0.0010498 -1.0132e-33 -12.468 -12.378 -9.9553 -7.6157 -5.7775 -4.3631 -3.3543 -1.8564 -0.68054 0.065422 0.31609 0.5728 0.90703 1.4471 2.411 4.6671 7.5915 10.293 0.93324 10.938 0.88408 13.28 1 0.57681 0.54336 0.0070818 0.13025 0.31152 0.55015 0.72897 0.86325 0.96815 1.1045 1.2034 1.2245 1.2165 1.2032 1.1847 1.1536 1.1025 1.0321 1.0045
cl_mt_pol_c 1.3223 0.2913 0.2203 0.035 4.9056 0 0 1 0.018144 -2.481e-34 0.035 0.035 1.117 1.1368 1.151 1.1639 1.1758 1.1975 1.2521 1.331 1.4669 1.4985 1.5921 1.694 1.8235 2.0953 2.3459 0.53924 0.61163 0.29748 0.30081 0.57681 0.54336 0.084855 1 0.00048026 0.00048026 0.02697 0.069376 0.11398 0.157 0.20162 0.29278 0.42947 0.57563 0.68052 0.73811 0.7956 0.8587 0.92501 0.98336 0.99818
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it_a_n = 750, it_z_n = 88
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Elapsed time is 29.211278 seconds.
Elapsed time is 24.522953 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ _______ ________ _______ _______ ________ ________ ______ _______ _______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.1221 3.078 2.743 -7.4913 14.926 0 0.32189 0.67811 0.00024203 -7.1364e-37 -7.1712 -6.0618 -4.7736 -3.5398 -2.5283 -1.6639 -0.91263 0.32065 1.6842 2.7543 3.3896 3.819 4.1784 4.6879 5.3787 6.6229 7.8089 9.4743 1 9.6066 0.84793 11.305 0.93702 0.57159 0.66981 -0.007256 -0.058763 -0.25067 -0.4352 -0.56969 -0.66271 -0.71977 -0.74389 -0.60481 -0.30415 -0.031684 0.12932 0.3069 0.50425 0.72774 0.93704 0.99284
cl_mt_pol_a -3.0054 3.6808 -1.2247 -12.195 48.373 0.043456 0.79102 0.16553 0.0002136 -7.1364e-37 -12.077 -11.737 -10.403 -8.8387 -7.5162 -6.361 -5.3539 -3.726 -1.9715 -0.81631 -0.27471 0 0.19564 0.60323 1.4999 3.7009 6.5541 9.6066 0.84793 13.548 1 12.645 0.87644 0.32355 0.31706 0.0046173 0.048802 0.18751 0.34826 0.48363 0.59877 0.69636 0.84559 0.98527 1.0521 1.0693 1.0709 1.0695 1.064 1.047 1.0163 1.0025
cl_mt_coh -3.1331 3.9197 -1.2511 -12.468 50.122 0 0.78257 0.21743 0.00020212 4.2525e-36 -12.455 -12.417 -11.042 -9.396 -7.9627 -6.7094 -5.636 -3.8813 -2.0302 -0.7769 -0.1792 0.0704 0.27093 0.72712 1.6462 3.9022 6.8011 11.305 0.93702 12.645 0.87644 15.364 1 0.6771 0.62307 0.0048219 0.052421 0.19055 0.35347 0.49151 0.60887 0.70663 0.85839 0.99579 1.0603 1.075 1.0754 1.0733 1.066 1.0479 1.0164 1.0025
cl_mt_pol_c 1.3244 0.27724 0.20934 0.035 4.9056 0 0 1 0.022586 -7.1364e-37 0.035 0.035 1.1899 1.2128 1.2239 1.2326 1.2407 1.2551 1.2763 1.3151 1.3676 1.4394 1.5451 1.6432 1.7959 2.0716 2.3256 0.57159 0.66981 0.32355 0.31706 0.6771 0.62307 0.076863 1 0.00059689 0.00059689 0.023135 0.068579 0.11463 0.16106 0.20766 0.30192 0.44519 0.59161 0.6926 0.74542 0.80149 0.86155 0.92629 0.98371 0.99818
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it_a_n = 750, it_z_n = 143
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Elapsed time is 43.486575 seconds.
Elapsed time is 95.519114 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ ______ _________ _______ ______ ________ _______ ________ __________ ___________ _______ _______ _______ _______ _______ _______ _______ ________ _______ _______ _______ _______ ________ ________ _______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 0.59301 2.9671 5.0034 -6.8532 14.949 0 0.39378 0.60622 0.00030313 -1.0655e-35 -6.5698 -5.8911 -4.7497 -3.7586 -2.955 -2.2378 -1.5919 -0.45006 0.98396 2.1774 2.8816 3.2543 3.6665 4.1918 4.9197 6.239 7.5053 8.8034 1 8.9769 0.80247 10.911 0.92647 0.66607 0.79494 -0.016097 -0.12023 -0.45672 -0.81325 -1.095 -1.3132 -1.4742 -1.644 -1.5703 -1.1671 -0.74049 -0.48079 -0.19022 0.138 0.51954 0.88518 0.98685
cl_mt_pol_a -4.8271 3.7703 -0.78106 -12.195 48.373 0.029542 0.91377 0.056692 0.00021967 -1.0655e-35 -12.126 -11.924 -11.291 -10.424 -9.5328 -8.7043 -7.8866 -6.3886 -4.4008 -2.6632 -1.6419 -1.1572 -0.67791 -0.20723 0.11413 2.2336 5.0867 8.9769 0.80247 14.215 1 12.896 0.86174 0.41125 0.38626 0.0032972 0.036936 0.12176 0.23402 0.33742 0.43188 0.51772 0.66595 0.83248 0.94174 0.9857 1.0001 1.0096 1.0142 1.0144 1.0069 1.0012
cl_mt_coh -5.0201 3.9693 -0.79069 -12.468 50.122 0 0.91093 0.089072 0.00023813 -1.3121e-35 -12.461 -12.438 -11.823 -10.927 -9.9926 -9.0959 -8.2454 -6.6653 -4.5689 -2.7382 -1.6594 -1.1506 -0.64178 -0.15538 0.20871 2.3438 5.2683 10.911 0.92647 12.896 0.86174 15.756 1 0.83146 0.74176 0.0035468 0.038595 0.12307 0.23593 0.34053 0.43555 0.5219 0.67016 0.83718 0.94531 0.98855 1.0025 1.0113 1.0154 1.0149 1.0072 1.0013
cl_mt_pol_c 1.3212 0.2824 0.21375 0.035 4.9056 0 0 1 0.026176 -1.0655e-35 0.035 0.035 1.031 1.1451 1.1872 1.214 1.2352 1.2735 1.331 1.3917 1.4359 1.4681 1.5026 1.5518 1.6852 1.9947 2.2856 0.66607 0.79494 0.41125 0.38626 0.83146 0.74176 0.079748 1 0.00069344 0.00069344 0.017175 0.058711 0.10288 0.14828 0.19466 0.28974 0.43747 0.59195 0.69898 0.75395 0.81037 0.86791 0.92976 0.98396 0.99823
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ar_bl_default = 1
ar_fl_c_min = 0.035
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 6.6667
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it_a_n = 750, it_z_n = 33
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Elapsed time is 9.747698 seconds.
Elapsed time is 0.791548 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _______ _______ ________ ______ _______ _______ _______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.7716 2.9799 1.6821 -8.0054 14.913 0 0.23566 0.76434 0.00017691 -4.5038e-34 -7.2225 -6.2822 -4.3803 -2.7876 -1.5277 -0.56274 0.18917 1.2965 2.4122 3.2798 3.8388 4.1876 4.5535 5.0122 5.6462 6.8524 7.9859 8.88 1 8.5166 0.86984 9.7977 0.93058 0.53184 0.60305 -0.010593 -0.044458 -0.15651 -0.25652 -0.31658 -0.34559 -0.35024 -0.30469 -0.14004 0.10252 0.30171 0.41244 0.54304 0.67184 0.82045 0.95859 0.99532
cl_mt_pol_a -1.4831 3.2856 -2.2153 -12.195 48.373 0.032408 0.62574 0.34185 0.0006683 -4.5038e-34 -11.792 -11.416 -8.8974 -6.5319 -4.7768 -3.5157 -2.5697 -1.4193 -0.42732 0 0.35868 0.60323 0.92931 1.4184 2.3966 4.5976 7.4508 8.5166 0.86984 10.795 1 10.29 0.88644 0.29265 0.30096 0.031499 0.13705 0.355 0.61643 0.80831 0.94173 1.0447 1.1764 1.2629 1.278 1.2655 1.2497 1.2267 1.1895 1.1239 1.0389 1.0055
cl_mt_coh -1.5245 3.5332 -2.3175 -12.468 50.122 0 0.59733 0.40267 0.00058812 -1.7431e-33 -12.423 -12.378 -9.5375 -6.9921 -5.109 -3.6886 -2.6859 -1.4325 -0.34631 0.1216 0.40569 0.69512 1.0741 1.5755 2.5782 4.8342 7.7526 9.7977 0.93058 10.29 0.88644 12.483 1 0.5473 0.52341 0.03676 0.14288 0.3731 0.6398 0.83759 0.98305 1.0892 1.2162 1.2965 1.3011 1.2864 1.2677 1.2362 1.1959 1.1268 1.0395 1.0058
cl_mt_pol_c 1.3213 0.29595 0.22398 0.035 4.9056 0 0 1 0.016658 -4.5038e-34 0.035 0.035 1.0926 1.1123 1.1258 1.1383 1.1506 1.1843 1.2519 1.3482 1.478 1.5515 1.6036 1.7021 1.8354 2.1001 2.3488 0.53184 0.60305 0.29265 0.30096 0.5473 0.52341 0.087587 1 0.00044123 0.00044123 0.02778 0.06962 0.11182 0.15467 0.19865 0.28729 0.42556 0.57127 0.68255 0.73522 0.79548 0.85735 0.92436 0.98338 0.99816
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it_a_n = 750, it_z_n = 88
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Elapsed time is 28.870887 seconds.
Elapsed time is 19.118410 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ __________ _______ _______ _______ _______ _______ _______ ________ _______ _______ ________ _______ _______ _______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.43 3.0594 2.1394 -7.7541 14.918 0 0.28111 0.71889 0.00020934 1.0619e-35 -7.0259 -6.1361 -4.6458 -3.2585 -2.1337 -1.1978 -0.42123 0.78953 2.0385 3.0608 3.692 3.9866 4.4238 4.8349 5.5201 6.7403 7.9044 9.3598 1 9.2933 0.86146 10.806 0.93591 0.54687 0.62816 -0.0052615 -0.064924 -0.19682 -0.33418 -0.42779 -0.48556 -0.51326 -0.49777 -0.34443 -0.075029 0.15778 0.29506 0.4414 0.60122 0.7813 0.94932 0.9943
cl_mt_pol_a -2.2263 3.5262 -1.5839 -12.195 48.373 0.032619 0.71936 0.24803 4.8246e-05 1.0619e-35 -11.962 -11.628 -9.8402 -7.8927 -6.303 -5.0371 -4.0107 -2.4876 -1.0571 -0.27982 0 0.27716 0.52172 1.0923 1.989 4.19 7.0432 9.2933 0.86146 12.434 1 11.741 0.88227 0.30441 0.30338 0.0061537 0.057629 0.24569 0.44415 0.60326 0.7292 0.83098 0.97473 1.0901 1.1321 1.1366 1.1325 1.1253 1.1052 1.074 1.0242 1.0035
cl_mt_coh -2.3139 3.774 -1.631 -12.468 50.122 0 0.69929 0.30071 4.2869e-05 1.6856e-35 -12.442 -12.404 -10.521 -8.3805 -6.6966 -5.3145 -4.2155 -2.5828 -1.0404 -0.2048 0.11662 0.32889 0.65636 1.1773 2.1476 4.4103 7.3153 10.806 0.93591 11.741 0.88227 14.243 1 0.61155 0.56944 0.0068919 0.062415 0.25233 0.45549 0.61838 0.74679 0.84946 0.99378 1.1073 1.145 1.1453 1.141 1.1299 1.1107 1.0757 1.0245 1.0036
cl_mt_pol_c 1.3228 0.28456 0.21513 0.035 4.9056 0 0 1 0.019833 1.0619e-35 0.035 0.035 1.1567 1.1725 1.1846 1.1946 1.2045 1.2219 1.2539 1.31 1.4244 1.48 1.5778 1.6777 1.8133 2.0859 2.3386 0.54687 0.62816 0.30441 0.30338 0.61155 0.56944 0.080977 1 0.00052476 0.00052476 0.026308 0.070234 0.11476 0.15954 0.20505 0.2967 0.43696 0.58151 0.68454 0.73999 0.7978 0.85961 0.92555 0.98346 0.99821
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it_a_n = 750, it_z_n = 143
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Elapsed time is 44.893872 seconds.
Elapsed time is 45.647426 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ _______ _______ _________ _______ _______ ________ ________ ______ _______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 0.84257 3.0564 3.6275 -7.259 14.933 0 0.35794 0.64206 0.00026978 -1.308e-34 -6.954 -6.2043 -4.8391 -3.7285 -2.8104 -2.0065 -1.2968 -0.083488 1.3402 2.4277 3.1619 3.5074 3.993 4.4726 5.205 6.4664 7.6935 9.3416 1 9.5301 0.83115 11.366 0.93478 0.60724 0.72016 -0.010508 -0.07641 -0.33183 -0.58457 -0.77828 -0.92052 -1.0184 -1.0978 -0.98034 -0.64098 -0.30837 -0.10855 0.11223 0.36311 0.64744 0.91719 0.9905
cl_mt_pol_a -3.7578 3.7516 -0.99834 -12.195 48.373 0.037677 0.8483 0.11402 4.2544e-05 -1.308e-34 -12.058 -11.858 -10.806 -9.5853 -8.4494 -7.4162 -6.4678 -4.8544 -2.9477 -1.5282 -0.75259 -0.36461 0 0.11413 1.0108 3.2118 6.065 9.5301 0.83115 14.074 1 12.977 0.86953 0.35312 0.34118 0.0036156 0.032262 0.15329 0.29004 0.40963 0.51484 0.60741 0.75675 0.91003 0.99815 1.0278 1.0353 1.0381 1.0378 1.0305 1.0114 1.0018
cl_mt_coh -3.9188 3.9781 -1.0151 -12.468 50.122 0 0.844 0.156 3.9945e-05 -5.3809e-35 -12.453 -12.431 -11.406 -10.099 -8.9064 -7.8052 -6.8025 -5.0703 -3.05 -1.546 -0.71041 -0.31502 0.0544 0.22365 1.1129 3.354 6.2635 11.366 0.93478 12.977 0.86953 15.826 1 0.74328 0.67726 0.0037946 0.034399 0.15576 0.29324 0.41428 0.52041 0.61356 0.76414 0.91781 1.0039 1.0323 1.0387 1.0405 1.0392 1.0314 1.0117 1.0019
cl_mt_pol_c 1.3233 0.27588 0.20848 0.035 4.9056 0 0 1 0.024676 -1.308e-34 0.035 0.035 1.1296 1.2068 1.2271 1.2398 1.2507 1.2696 1.2994 1.3437 1.3972 1.4303 1.4731 1.5703 1.7593 2.0293 2.3113 0.60724 0.72016 0.35312 0.34118 0.74328 0.67726 0.076111 1 0.00065263 0.00065263 0.019872 0.064505 0.11057 0.15727 0.20421 0.29946 0.445 0.59461 0.69807 0.75138 0.80698 0.86396 0.92743 0.98371 0.99821
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ar_bl_default = 1
ar_fl_c_min = 0.035
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 8.3333
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it_a_n = 750, it_z_n = 33
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Elapsed time is 10.619729 seconds.
Elapsed time is 0.916504 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ __________ _______ _______ _______ _______ _______ ________ _______ _______ ________ ________ _______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.8396 2.9559 1.6068 -8.0581 14.912 0 0.22645 0.77355 0.00016922 7.0889e-33 -7.2629 -6.3101 -4.3174 -2.6479 -1.3901 -0.41623 0.3302 1.3951 2.4338 3.3121 3.8688 4.2327 4.5705 5.0388 5.6739 6.8719 8.003 8.7374 1 8.3027 0.87095 9.5317 0.92884 0.53044 0.60189 -0.009774 -0.041132 -0.14983 -0.24387 -0.29772 -0.32151 -0.32222 -0.27274 -0.11109 0.1256 0.32491 0.43094 0.55221 0.68126 0.82629 0.96011 0.99553
cl_mt_pol_a -1.3404 3.225 -2.4061 -12.195 48.373 0.035316 0.60655 0.35814 0.00042581 7.0889e-33 -11.792 -11.416 -8.7182 -6.2267 -4.4716 -3.2004 -2.335 -1.1904 -0.35101 0.032607 0.35868 0.68475 1.0108 1.4999 2.4782 4.6791 7.5323 8.3027 0.87095 10.401 1 9.9325 0.88713 0.29273 0.30444 0.027388 0.14343 0.38568 0.66721 0.86082 1.0015 1.1025 1.2355 1.3139 1.3245 1.3105 1.2839 1.2584 1.2137 1.1399 1.0433 1.0061
cl_mt_coh -1.3722 3.4717 -2.53 -12.468 50.122 0 0.57853 0.42147 0.00037944 4.6392e-33 -12.423 -12.378 -9.3316 -6.6966 -4.736 -3.3543 -2.4352 -1.1819 -0.26276 0.15502 0.48925 0.77867 1.1577 1.659 2.6617 4.9177 7.7974 9.5317 0.92884 9.9325 0.88713 12.053 1 0.53587 0.51772 0.032075 0.15093 0.40497 0.69595 0.90079 1.0501 1.15 1.2828 1.3535 1.3518 1.3306 1.3079 1.2702 1.2217 1.1439 1.0441 1.0064
cl_mt_pol_c 1.3204 0.29815 0.2258 0.035 4.9056 0 0 1 0.015959 7.0889e-33 0.035 0.035 1.0816 1.0995 1.1132 1.1262 1.1375 1.1766 1.2519 1.3646 1.4801 1.5555 1.6168 1.7042 1.8364 2.1022 2.3508 0.53044 0.60189 0.29273 0.30444 0.53587 0.51772 0.08889 1 0.00042303 0.00042303 0.028072 0.072073 0.11217 0.1535 0.19681 0.28402 0.42283 0.5697 0.67825 0.73547 0.79388 0.85719 0.92425 0.98337 0.99815
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it_a_n = 750, it_z_n = 88
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Elapsed time is 30.356285 seconds.
Elapsed time is 15.598895 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ ______ _________ _______ ______ _______ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ ________ _______ ________ ________ _______ _______ _______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.5639 3.0372 1.9421 -7.8995 14.914 0 0.26267 0.73733 0.00019548 -1.6823e-34 -7.1389 -6.2228 -4.5705 -3.0823 -1.9132 -0.94599 -0.17664 0.98041 2.1921 3.1375 3.8111 4.0654 4.486 4.9123 5.5761 6.7954 7.9341 9.2247 1 8.9878 0.86551 10.408 0.93375 0.53913 0.61315 -0.013198 -0.055651 -0.17977 -0.30136 -0.38048 -0.42568 -0.4431 -0.41456 -0.25917 6.025e-05 0.23966 0.34553 0.48359 0.63081 0.79813 0.95348 0.99473
cl_mt_pol_a -1.8704 3.419 -1.8279 -12.195 48.373 0.04279 0.67289 0.28432 1.3431e-05 -1.6823e-34 -11.848 -11.521 -9.3931 -7.2852 -5.6162 -4.319 -3.327 -1.9535 -0.80885 -0.12209 0.11413 0.35868 0.76627 1.2554 2.2336 4.4346 7.2062 8.9878 0.86551 11.69 1 11.08 0.88304 0.29599 0.29904 0.0095163 0.083059 0.28708 0.5099 0.68102 0.81367 0.91484 1.0526 1.1585 1.1904 1.1893 1.182 1.1639 1.1386 1.0933 1.0295 1.0044
cl_mt_coh -1.9381 3.6699 -1.8936 -12.468 50.122 0 0.65205 0.34795 1.1896e-05 -5.9257e-34 -12.43 -12.391 -10.052 -7.7828 -5.9574 -4.5497 -3.4891 -2.0174 -0.7641 -0.01209 0.23858 0.48925 0.88143 1.3956 2.3982 4.6543 7.508 10.408 0.93375 11.08 0.88304 13.469 1 0.58255 0.54831 0.010724 0.08691 0.2981 0.52628 0.70226 0.83728 0.93973 1.0792 1.1817 1.207 1.2006 1.1907 1.1726 1.1441 1.0961 1.0301 1.0044
cl_mt_pol_c 1.3221 0.2895 0.21897 0.035 4.9056 0 0 1 0.018568 -1.6823e-34 0.035 0.035 1.1254 1.145 1.1595 1.1705 1.1818 1.2039 1.2532 1.3238 1.448 1.4882 1.5881 1.692 1.8194 2.092 2.3439 0.53913 0.61315 0.29599 0.29904 0.58255 0.54831 0.08381 1 0.00049156 0.00049156 0.026908 0.069739 0.11426 0.15763 0.20235 0.29182 0.43249 0.57705 0.68152 0.74063 0.79705 0.85912 0.92501 0.98333 0.99816
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it_a_n = 750, it_z_n = 143
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Elapsed time is 48.797257 seconds.
Elapsed time is 106.697351 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ _______ ________ _______ _______ ________ _________ ________ _______ _______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.1504 3.0819 2.679 -7.5533 14.923 0 0.31723 0.68277 0.00023697 -9.8867e-35 -7.229 -6.0702 -4.7848 -3.526 -2.5028 -1.6245 -0.86491 0.36696 1.707 2.7362 3.4271 3.8392 4.2082 4.7112 5.404 6.6355 7.8244 9.4981 1 9.5817 0.85021 11.26 0.93702 0.56789 0.66323 -0.0069492 -0.057559 -0.24547 -0.42496 -0.5553 -0.64459 -0.69816 -0.71729 -0.57626 -0.28244 -0.012209 0.14695 0.32508 0.52473 0.7328 0.93779 0.99306
cl_mt_pol_a -2.8764 3.6568 -1.2713 -12.195 48.373 0.046922 0.77745 0.17563 7.0895e-06 -9.8867e-35 -11.924 -11.728 -10.326 -8.7182 -7.3359 -6.1395 -5.1204 -3.5157 -1.8301 -0.74444 -0.1984 0 0.19564 0.68475 1.663 3.7824 6.6356 9.5817 0.85021 13.372 1 12.5 0.87667 0.31973 0.31471 0.008556 0.04427 0.19476 0.36068 0.49944 0.61599 0.71373 0.86238 0.99843 1.0634 1.0786 1.0796 1.0779 1.0705 1.0498 1.0175 1.0026
cl_mt_coh -2.9991 3.8991 -1.3001 -12.468 50.122 0 0.76971 0.23029 6.6708e-06 3.2255e-36 -12.438 -12.416 -10.973 -9.2406 -7.7515 -6.4832 -5.3896 -3.6573 -1.8727 -0.70294 -0.095646 0.091733 0.3072 0.82347 1.7739 3.9911 6.9007 11.26 0.93702 12.5 0.87667 15.203 1 0.66796 0.6166 0.0094494 0.046853 0.19927 0.36739 0.50793 0.62644 0.72612 0.87483 1.0098 1.0721 1.0848 1.0842 1.0813 1.0723 1.0519 1.0176 1.0027
cl_mt_pol_c 1.3236 0.27783 0.20991 0.035 4.9056 0 0 1 0.02228 -9.8867e-35 0.035 0.035 1.1891 1.2076 1.2181 1.2274 1.2352 1.2499 1.2712 1.3155 1.375 1.4494 1.5615 1.6455 1.798 2.0736 2.3284 0.56789 0.66323 0.31973 0.31471 0.66796 0.6166 0.077191 1 0.00058914 0.00058914 0.02373 0.068944 0.11476 0.16096 0.2075 0.3015 0.44453 0.59028 0.69199 0.74476 0.80117 0.86104 0.92623 0.98363 0.9982
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ar_bl_default = 1
ar_fl_c_min = 0.035
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 10
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it_a_n = 750, it_z_n = 33
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Elapsed time is 9.907015 seconds.
Elapsed time is 0.821636 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ __________ _______ _______ _______ _______ _______ ________ _______ _______ ________ ________ ______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.881 2.9418 1.5639 -8.0934 14.911 0 0.22101 0.77899 0.00016564 5.9956e-33 -7.2901 -6.3289 -4.2668 -2.5736 -1.3031 -0.33196 0.39682 1.4392 2.4814 3.3508 3.9042 4.266 4.5961 5.0534 5.6945 6.8833 8.0024 8.6539 1 8.1671 0.87151 9.3661 0.92777 0.52908 0.59967 -0.0093224 -0.039268 -0.14599 -0.23604 -0.28652 -0.30765 -0.30628 -0.25548 -0.093339 0.14191 0.34018 0.44582 0.55979 0.68824 0.83131 0.96087 0.99556
cl_mt_pol_a -1.2513 3.1856 -2.5459 -12.195 48.373 0.047992 0.58428 0.36773 0.00029395 5.9956e-33 -11.792 -11.416 -8.5922 -5.9977 -4.2427 -3.0218 -2.1824 -1.072 -0.27471 0.032607 0.4402 0.68475 1.0108 1.5815 2.4782 4.7607 7.5323 8.1671 0.87151 10.148 1 9.6979 0.8871 0.29137 0.30497 0.024558 0.14903 0.40888 0.70289 0.90294 1.046 1.146 1.2731 1.3541 1.3596 1.3387 1.3162 1.2857 1.2293 1.1541 1.0457 1.0068
cl_mt_coh -1.2769 3.4317 -2.6875 -12.468 50.122 0 0.56815 0.43185 0.00026614 6.3146e-31 -12.423 -12.378 -9.2033 -6.4459 -4.5241 -3.1872 -2.2681 -1.0596 -0.1792 0.15502 0.5728 0.82347 1.1577 1.7426 2.6617 5.0013 7.8422 9.3661 0.92777 9.6979 0.8871 11.777 1 0.52864 0.51363 0.028492 0.15749 0.439 0.73727 0.94733 1.0955 1.1997 1.3259 1.3976 1.3913 1.3613 1.3345 1.3 1.2387 1.1591 1.0467 1.0069
cl_mt_pol_c 1.3205 0.29992 0.22713 0.035 4.9056 0 0 1 0.015578 5.9956e-33 0.035 0.035 1.0743 1.0926 1.1082 1.1204 1.1327 1.1693 1.2528 1.3781 1.4821 1.5555 1.6445 1.7082 1.8612 2.1037 2.3528 0.52908 0.59967 0.29137 0.30497 0.52864 0.51363 0.089949 1 0.0004129 0.0004129 0.029401 0.069331 0.1111 0.15419 0.19577 0.28294 0.4199 0.5695 0.67724 0.73647 0.79364 0.85682 0.92429 0.98323 0.99817
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it_a_n = 750, it_z_n = 88
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Elapsed time is 30.286896 seconds.
Elapsed time is 17.999938 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ __________ _______ _______ _______ _______ _______ ________ _______ _______ ________ ______ _______ _______ _______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.7509 2.9866 1.7058 -7.9864 14.913 0 0.23872 0.76128 0.00017749 4.3369e-36 -7.208 -6.2723 -4.4166 -2.8085 -1.5742 -0.60155 0.14989 1.2643 2.386 3.2332 3.8453 4.1682 4.55 4.9936 5.6499 6.8447 7.9689 8.9196 1 8.5843 0.86971 9.8817 0.93129 0.53242 0.6053 -0.010744 -0.045616 -0.15847 -0.26056 -0.3225 -0.35298 -0.35894 -0.31565 -0.15613 0.087547 0.30345 0.40866 0.53369 0.66728 0.82027 0.95807 0.99526
cl_mt_pol_a -1.5288 3.3049 -2.1617 -12.195 48.373 0.034073 0.62919 0.33674 4.0085e-06 4.3369e-36 -11.737 -11.521 -8.9737 -6.6534 -4.8979 -3.6322 -2.7146 -1.4956 -0.43527 0 0.27716 0.52172 0.92931 1.4184 2.3966 4.5976 7.3692 8.5843 0.86971 10.922 1 10.408 0.88639 0.29427 0.30232 0.016236 0.076744 0.34481 0.59832 0.78599 0.92345 1.0257 1.1592 1.2477 1.2655 1.2574 1.2446 1.217 1.1814 1.1186 1.0369 1.0055
cl_mt_coh -1.5736 3.5528 -2.2578 -12.468 50.122 0 0.60167 0.39833 3.6267e-06 3.4752e-36 -12.417 -12.391 -9.621 -7.1144 -5.2054 -3.8105 -2.8078 -1.5161 -0.37191 0.1088 0.40569 0.65636 1.0485 1.5755 2.5654 4.8214 7.6751 9.8817 0.93129 10.408 0.88639 12.623 1 0.55199 0.52753 0.018448 0.081936 0.35847 0.6233 0.81669 0.95888 1.0634 1.1968 1.2798 1.2884 1.273 1.2573 1.2303 1.1874 1.1238 1.0383 1.0056
cl_mt_pol_c 1.3213 0.29452 0.2229 0.035 4.9056 0 0 1 0.016857 4.3369e-36 0.035 0.035 1.0987 1.1171 1.1302 1.1428 1.1548 1.1849 1.2519 1.3453 1.478 1.5494 1.6036 1.6992 1.8276 2.0981 2.3488 0.53242 0.6053 0.29427 0.30232 0.55199 0.52753 0.08674 1 0.00044653 0.00044653 0.027708 0.069727 0.11208 0.15508 0.19879 0.28701 0.42528 0.57203 0.68043 0.73544 0.79812 0.85772 0.92478 0.98347 0.99818
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it_a_n = 750, it_z_n = 143
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Elapsed time is 52.052120 seconds.
Elapsed time is 44.827291 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ _______ ________ _______ _______ ________ _______ _______ _______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.4219 3.0618 2.1533 -7.7505 14.918 0 0.28214 0.71786 0.00020932 -1.0562e-36 -7.0231 -6.1339 -4.6515 -3.2733 -2.146 -1.213 -0.42943 0.78383 2.0294 3.062 3.6905 3.9881 4.4251 4.8362 5.5078 6.7411 7.9051 9.3748 1 9.3195 0.86148 10.838 0.93603 0.54787 0.62972 -0.0052645 -0.065647 -0.1981 -0.33663 -0.43141 -0.48984 -0.51829 -0.50355 -0.35065 -0.081523 0.15373 0.29411 0.44102 0.60067 0.78054 0.94929 0.9943
cl_mt_pol_a -2.2415 3.5332 -1.5762 -12.195 48.373 0.032515 0.7209 0.24659 1.3578e-06 -1.0562e-36 -11.858 -11.601 -9.8894 -7.9054 -6.3367 -5.0643 -4.0232 -2.5144 -1.0604 -0.28069 0 0.19564 0.52172 1.0108 1.989 4.19 7.0432 9.3195 0.86148 12.483 1 11.791 0.88255 0.30616 0.30495 0.0091576 0.063853 0.24471 0.44229 0.60009 0.72634 0.82819 0.97141 1.088 1.1303 1.135 1.1327 1.1238 1.1068 1.0731 1.0238 1.0035
cl_mt_coh -2.3302 3.7814 -1.6228 -12.468 50.122 0 0.70132 0.29868 1.2653e-06 2.1978e-35 -12.431 -12.401 -10.555 -8.405 -6.719 -5.3597 -4.2272 -2.6173 -1.0446 -0.20907 0.11413 0.32213 0.64143 1.1577 2.138 4.4015 7.3035 10.838 0.93603 11.791 0.88255 14.299 1 0.61375 0.57119 0.0099777 0.067989 0.25155 0.45315 0.61519 0.74439 0.84663 0.99069 1.1051 1.1429 1.1435 1.1392 1.1289 1.1095 1.0753 1.0242 1.0036
cl_mt_pol_c 1.3223 0.28415 0.21489 0.035 4.9056 0 0 1 0.019864 -1.0562e-36 0.035 0.035 1.1572 1.1733 1.1851 1.1954 1.2046 1.2219 1.2537 1.3115 1.423 1.478 1.5758 1.6777 1.8112 2.0859 2.3386 0.54787 0.62972 0.30616 0.30495 0.61375 0.57119 0.080743 1 0.00052579 0.00052579 0.025878 0.070018 0.11459 0.15963 0.20499 0.29677 0.43725 0.58177 0.68532 0.74008 0.79835 0.85939 0.92531 0.98361 0.99822
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ar_bl_default = 1
ar_fl_c_min = 0.035
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 11.6667
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it_a_n = 750, it_z_n = 33
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Elapsed time is 9.267717 seconds.
Elapsed time is 0.764368 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _______ _______ ________ ________ ______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.9094 2.9316 1.5353 -8.1187 14.91 0 0.2167 0.7833 0.00016261 5.8153e-33 -7.3096 -6.3423 -4.2337 -2.5248 -1.2421 -0.26663 0.44788 1.4931 2.5132 3.3931 3.9036 4.2598 4.6033 5.0727 5.7058 6.8894 8.0183 8.5945 1 8.0766 0.87194 9.2539 0.92693 0.52918 0.59983 -0.0090154 -0.038061 -0.14352 -0.2309 -0.27932 -0.29837 -0.29536 -0.24312 -0.080999 0.1549 0.34274 0.45074 0.5705 0.69497 0.83317 0.96135 0.99569
cl_mt_pol_a -1.1895 3.1596 -2.6562 -12.195 48.373 0.049728 0.57624 0.37403 0.00022094 5.8153e-33 -11.792 -11.416 -8.4817 -5.8451 -4.0901 -2.8691 -2.0298 -1.0378 -0.27471 0.032607 0.4402 0.76627 1.0923 1.5815 2.5597 4.7607 7.6138 8.0766 0.87194 9.9831 1 9.5485 0.88743 0.29217 0.30728 0.021786 0.15303 0.42866 0.73273 0.93577 1.0819 1.1864 1.306 1.3823 1.3878 1.3652 1.3317 1.3002 1.2471 1.1609 1.0495 1.0069
cl_mt_coh -1.2108 3.4054 -2.8124 -12.468 50.122 0 0.56018 0.43982 0.00019651 -7.6667e-33 -12.423 -12.378 -9.1197 -6.2788 -4.357 -3.0201 -2.101 -1.0148 -0.1792 0.15502 0.5728 0.86223 1.2413 1.7426 2.7453 5.0013 7.9197 9.2539 0.92693 9.5485 0.88743 11.597 1 0.52467 0.51197 0.025546 0.16227 0.45643 0.77103 0.98533 1.1369 1.2453 1.364 1.4304 1.4232 1.3907 1.3628 1.3158 1.2579 1.1665 1.0508 1.0074
cl_mt_pol_c 1.3202 0.30093 0.22795 0.035 4.9056 0 0 1 0.015283 5.8153e-33 0.035 0.035 1.0697 1.0876 1.1025 1.114 1.1285 1.1655 1.2532 1.3801 1.4841 1.5555 1.642 1.7114 1.8589 2.1042 2.3528 0.52918 0.59983 0.29217 0.30728 0.52467 0.51197 0.09056 1 0.00040519 0.00040519 0.029533 0.070724 0.11114 0.15442 0.1986 0.28386 0.41885 0.56845 0.67975 0.73358 0.7933 0.85783 0.92399 0.9834 0.99815
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it_a_n = 750, it_z_n = 88
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Elapsed time is 24.199481 seconds.
Elapsed time is 16.594130 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ _______ _______ _______ ________ ________ _______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.8249 2.9615 1.6228 -8.0399 14.914 0 0.22905 0.77095 0.00016985 -5.7555e-35 -7.2488 -6.3001 -4.3414 -2.6827 -1.4257 -0.4527 0.30381 1.3562 2.423 3.3202 3.8758 4.2205 4.5676 5.0297 5.6734 6.8653 7.9873 8.7702 1 8.3572 0.87068 9.6014 0.92948 0.52966 0.602 -0.0098793 -0.041875 -0.1512 -0.24614 -0.30161 -0.32675 -0.32845 -0.28072 -0.11997 0.12483 0.3253 0.42788 0.54797 0.67913 0.82653 0.95967 0.99546
cl_mt_pol_a -1.3778 3.2411 -2.3524 -12.195 48.373 0.034322 0.61049 0.35518 1.5707e-06 -5.7555e-35 -11.737 -11.416 -8.7484 -6.303 -4.5479 -3.3112 -2.4113 -1.2667 -0.35425 0.032607 0.35868 0.60323 1.0108 1.4999 2.4782 4.6791 7.4508 8.3572 0.87068 10.505 1 10.027 0.88688 0.29135 0.30257 0.011883 0.14012 0.3766 0.65054 0.84461 0.98424 1.0871 1.2194 1.2991 1.3113 1.2976 1.2812 1.2472 1.2044 1.134 1.0415 1.0062
cl_mt_coh -1.4123 3.4881 -2.4697 -12.468 50.122 0 0.58071 0.41929 1.3681e-06 3.2904e-35 -12.417 -12.378 -9.3832 -6.7801 -4.8388 -3.4635 -2.5188 -1.2654 -0.27556 0.12942 0.48925 0.73992 1.1193 1.6462 2.6489 4.9049 7.7586 9.6014 0.92948 10.027 0.88688 12.167 1 0.53743 0.5186 0.013444 0.14711 0.39607 0.67848 0.88096 1.027 1.132 1.2643 1.337 1.339 1.3166 1.2967 1.2644 1.2157 1.1409 1.0433 1.0062
cl_mt_pol_c 1.3208 0.29709 0.22494 0.035 4.9056 0 0 1 0.016154 -5.7555e-35 0.035 0.035 1.0858 1.1042 1.1171 1.1302 1.1426 1.1778 1.2523 1.3627 1.4801 1.5555 1.6036 1.7053 1.8296 2.1001 2.3508 0.52966 0.602 0.29135 0.30257 0.53743 0.5186 0.088265 1 0.00042806 0.00042806 0.028148 0.06953 0.11152 0.15444 0.19741 0.28463 0.42427 0.57034 0.68121 0.73783 0.79478 0.85768 0.92436 0.98331 0.99818
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it_a_n = 750, it_z_n = 143
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Elapsed time is 47.772356 seconds.
Elapsed time is 67.290604 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ __________ _______ _______ _______ _______ _______ ________ ________ _______ ________ ________ _______ _______ _______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.5393 3.0408 1.9754 -7.8791 14.915 0 0.2657 0.7343 0.00019748 1.1079e-34 -7.1225 -6.2109 -4.5841 -3.1163 -1.9445 -0.99275 -0.21693 0.94827 2.1685 3.1475 3.7901 4.0571 4.493 4.9104 5.5743 6.791 7.9364 9.2466 1 9.0243 0.86479 10.46 0.93415 0.54039 0.6161 -0.013552 -0.057302 -0.18273 -0.30695 -0.38844 -0.43562 -0.45484 -0.42857 -0.27328 -0.012875 0.21574 0.33693 0.48405 0.6298 0.79772 0.95293 0.99471
cl_mt_pol_a -1.9268 3.4317 -1.7811 -12.195 48.373 0.041435 0.68026 0.27831 3.221e-07 1.1079e-34 -11.792 -11.538 -9.481 -7.3735 -5.723 -4.4188 -3.4215 -2.0406 -0.83556 -0.12407 0.11413 0.35868 0.68475 1.2554 2.1521 4.4346 7.2062 9.0243 0.86479 11.777 1 11.15 0.88235 0.29705 0.30009 0.0098332 0.074207 0.27907 0.49725 0.66561 0.79707 0.89882 1.0366 1.1435 1.1795 1.179 1.1718 1.1585 1.1312 1.0912 1.0278 1.0042
cl_mt_coh -1.9979 3.6822 -1.8431 -12.468 50.122 0 0.66129 0.33871 2.8038e-07 2.9947e-35 -12.423 -12.393 -10.13 -7.8738 -6.0655 -4.6912 -3.6125 -2.1085 -0.8089 -0.03449 0.23111 0.48178 0.816 1.3785 2.3275 4.6223 7.493 10.46 0.93415 11.15 0.88235 13.559 1 0.58746 0.5531 0.011199 0.077788 0.28887 0.51218 0.68559 0.82044 0.92248 1.0621 1.1657 1.1954 1.19 1.1808 1.1651 1.1376 1.0927 1.0293 1.0043
cl_mt_pol_c 1.3222 0.28845 0.21815 0.035 4.9056 0 0 1 0.018811 1.1079e-34 0.035 0.035 1.1314 1.1504 1.1636 1.1751 1.1859 1.2079 1.2536 1.3231 1.4405 1.4862 1.586 1.6879 1.8194 2.0915 2.3426 0.54039 0.6161 0.29705 0.30009 0.58746 0.5531 0.083201 1 0.00049794 0.00049794 0.02695 0.069701 0.11347 0.15768 0.20339 0.29274 0.43247 0.58264 0.68329 0.74078 0.79746 0.85903 0.92557 0.98339 0.99817
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ar_bl_default = 1
ar_fl_c_min = 0.035
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 13.3333
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it_a_n = 750, it_z_n = 33
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Elapsed time is 10.169541 seconds.
Elapsed time is 0.833595 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _______ ________ ________ _______ ______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.9276 2.9222 1.516 -8.1357 14.912 0 0.21459 0.78541 0.00016021 4.7614e-34 -7.3222 -6.3504 -4.2178 -2.47 -1.1944 -0.23925 0.48656 1.4995 2.5269 3.3874 3.9238 4.2919 4.5998 5.0697 5.7036 6.8961 8.0178 8.5392 1 7.989 0.87194 9.1493 0.92612 0.52929 0.59979 -0.0088097 -0.037187 -0.14184 -0.22775 -0.27415 -0.29192 -0.28815 -0.23444 -0.071151 0.15757 0.34794 0.45386 0.57124 0.69532 0.83336 0.96202 0.99568
cl_mt_pol_a -1.1509 3.1354 -2.7243 -12.195 48.373 0.048945 0.5732 0.37786 0.00016889 4.7614e-34 -11.792 -11.416 -8.4029 -5.7688 -3.9374 -2.7928 -1.9535 -0.96147 -0.27471 0.11413 0.4402 0.76627 1.0923 1.5815 2.5597 4.7607 7.6138 7.989 0.87194 9.8309 1 9.4053 0.88729 0.29191 0.3083 0.019427 0.15542 0.44001 0.74617 0.95986 1.1001 1.2046 1.3271 1.3983 1.4022 1.3809 1.346 1.3132 1.2579 1.168 1.0518 1.0072
cl_mt_coh -1.1693 3.3807 -2.8912 -12.468 50.122 0 0.55538 0.44462 0.00015111 -2.0552e-32 -12.423 -12.378 -9.0362 -6.1565 -4.1899 -2.9366 -2.0174 -0.93121 -0.1792 0.19378 0.5728 0.90098 1.2413 1.7426 2.7453 5.0013 7.9257 9.1493 0.92612 9.4053 0.88729 11.429 1 0.5211 0.51041 0.023017 0.16521 0.47176 0.78871 1.0131 1.1588 1.2672 1.3885 1.4499 1.4421 1.4084 1.3794 1.3301 1.2698 1.1743 1.0532 1.0074
cl_mt_pol_c 1.3197 0.30199 0.22883 0.035 4.9056 0 0 1 0.015072 4.7614e-34 0.035 0.035 1.0624 1.0832 1.0995 1.1097 1.1254 1.1655 1.2496 1.3822 1.4841 1.5576 1.6472 1.7114 1.8633 2.1042 2.3549 0.52929 0.59979 0.29191 0.3083 0.5211 0.51041 0.091196 1 0.00039974 0.00039974 0.028884 0.069199 0.11426 0.15295 0.19443 0.28483 0.41788 0.56843 0.67705 0.73512 0.79615 0.85651 0.92489 0.98324 0.99819
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it_a_n = 750, it_z_n = 88
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Elapsed time is 29.619074 seconds.
Elapsed time is 10.711446 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _______ _______ ________ ________ ______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.8664 2.948 1.5795 -8.0801 14.911 0 0.22375 0.77625 0.00016534 -5.5639e-34 -7.2801 -6.3223 -4.286 -2.6076 -1.3277 -0.36481 0.37359 1.4502 2.4665 3.3237 3.9082 4.2493 4.5727 5.0445 5.6954 6.8755 8.0033 8.6907 1 8.2279 0.87154 9.4398 0.92841 0.52937 0.60091 -0.0094335 -0.040045 -0.14746 -0.2387 -0.29069 -0.31287 -0.31233 -0.26063 -0.1011 0.13387 0.33912 0.43923 0.55744 0.68588 0.8285 0.96066 0.99557
cl_mt_pol_a -1.2826 3.2024 -2.4968 -12.195 48.373 0.042645 0.59255 0.36481 6.5558e-07 -5.5639e-34 -11.628 -11.416 -8.5966 -6.1093 -4.3216 -3.0981 -2.2025 -1.1141 -0.27982 0.032607 0.4402 0.68475 1.0108 1.5815 2.4782 4.7607 7.5323 8.2279 0.87154 10.255 1 9.7992 0.8872 0.29242 0.30557 0.027065 0.14567 0.4011 0.68519 0.88597 1.0298 1.1337 1.2613 1.3372 1.3474 1.3275 1.3057 1.2763 1.2216 1.149 1.0442 1.0065
cl_mt_coh -1.3106 3.449 -2.6316 -12.468 50.122 0 0.57066 0.42934 5.8056e-07 3.1426e-34 -12.417 -12.378 -9.2868 -6.5295 -4.6077 -3.2708 -2.2809 -1.0983 -0.2048 0.15502 0.5472 0.81067 1.1577 1.7298 2.6617 4.9629 7.8422 9.4398 0.92841 9.7992 0.8872 11.896 1 0.53196 0.51614 0.0099872 0.15362 0.42318 0.72264 0.93144 1.0783 1.185 1.3121 1.3802 1.3774 1.3535 1.3282 1.2897 1.235 1.1537 1.0473 1.0066
cl_mt_pol_c 1.3205 0.29883 0.22629 0.035 4.9056 0 0 1 0.015728 -5.5639e-34 0.035 0.035 1.0786 1.096 1.1103 1.1224 1.1357 1.1704 1.2527 1.3781 1.4821 1.5555 1.6384 1.7073 1.8612 2.1022 2.3528 0.52937 0.60091 0.29242 0.30557 0.53196 0.51614 0.089298 1 0.00041685 0.00041685 0.028869 0.070351 0.11148 0.15341 0.19655 0.28341 0.42155 0.57326 0.68021 0.73808 0.79375 0.8575 0.92542 0.98324 0.99819
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it_a_n = 750, it_z_n = 143
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Elapsed time is 52.407002 seconds.
Elapsed time is 59.242450 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ ________ _______ ________ _______ _______ _______ _______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.7096 3.0007 1.7552 -7.965 14.913 0 0.24416 0.75584 0.00018079 2.6783e-37 -7.1912 -6.2605 -4.4667 -2.8851 -1.6537 -0.68483 0.080864 1.2114 2.3618 3.1877 3.8484 4.1312 4.5236 4.9851 5.621 6.8333 7.971 9.0041 1 8.7037 0.86915 10.03 0.93205 0.5349 0.60789 -0.011194 -0.047566 -0.16286 -0.26922 -0.33503 -0.36862 -0.377 -0.33721 -0.17753 0.069106 0.27744 0.39355 0.52515 0.66068 0.81435 0.95719 0.99521
cl_mt_pol_a -1.6059 3.3373 -2.0781 -12.195 48.373 0.034326 0.63619 0.32949 7.7385e-08 2.6783e-37 -11.728 -11.477 -9.0703 -6.83 -5.082 -3.7848 -2.8229 -1.5803 -0.50632 0 0.27716 0.52172 0.84779 1.4184 2.3966 4.5976 7.3692 8.7037 0.86915 11.137 1 10.607 0.88623 0.29666 0.30314 0.012526 0.098146 0.33008 0.57541 0.7604 0.89833 1.0001 1.1336 1.2261 1.2455 1.2378 1.2262 1.2052 1.1667 1.1099 1.0341 1.0051
cl_mt_coh -1.6559 3.5864 -2.1658 -12.468 50.122 0 0.60987 0.39013 6.9169e-08 -7.5995e-38 -12.416 -12.386 -9.7195 -7.2889 -5.3896 -4.0228 -2.959 -1.6071 -0.43734 0.10667 0.38329 0.64889 0.98312 1.5456 2.5334 4.7894 7.6601 10.03 0.93205 10.607 0.88623 12.862 1 0.56027 0.53274 0.014525 0.1024 0.34295 0.59833 0.78781 0.9291 1.033 1.1683 1.2559 1.2664 1.2545 1.2386 1.215 1.1767 1.1175 1.0364 1.0053
cl_mt_pol_c 1.3212 0.29324 0.22195 0.035 4.9056 0 0 1 0.017214 2.6783e-37 0.035 0.035 1.1067 1.1246 1.1378 1.1498 1.1614 1.1869 1.2519 1.3394 1.476 1.5467 1.5941 1.6981 1.8255 2.0973 2.348 0.5349 0.60789 0.29666 0.30314 0.56027 0.53274 0.085991 1 0.00045601 0.00045601 0.027555 0.069875 0.11245 0.15589 0.19969 0.28884 0.42702 0.57475 0.68391 0.73561 0.79523 0.85823 0.92555 0.98325 0.99817
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ar_bl_default = 1
ar_fl_c_min = 0.035
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 15
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it_a_n = 750, it_z_n = 33
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Elapsed time is 9.980781 seconds.
Elapsed time is 0.871094 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _______ ________ ________ _______ ______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.9351 2.9197 1.5088 -8.1511 14.91 0 0.21311 0.78689 0.00015957 -4.4358e-31 -7.3342 -6.3589 -4.1958 -2.465 -1.1706 -0.21434 0.4994 1.5133 2.5179 3.407 3.9322 4.292 4.6253 5.0773 5.7162 6.893 8.019 8.5245 1 7.9569 0.87207 9.1102 0.92573 0.52992 0.60034 -0.0087171 -0.036826 -0.14144 -0.22652 -0.27245 -0.28954 -0.28531 -0.23144 -0.070565 0.16339 0.35414 0.45786 0.57438 0.6954 0.83555 0.96178 0.9957
cl_mt_pol_a -1.1258 3.1251 -2.776 -12.195 48.373 0.049359 0.57042 0.38022 0.0001347 -4.4358e-31 -11.792 -11.416 -8.3632 -5.6925 -3.9098 -2.7165 -1.9391 -0.96147 -0.27471 0.11413 0.4402 0.76627 1.0923 1.663 2.5597 4.8422 7.6138 7.9569 0.87207 9.7661 1 9.3461 0.88729 0.29256 0.30965 0.017599 0.15749 0.45209 0.76174 0.96855 1.1183 1.2158 1.3391 1.4123 1.4162 1.3943 1.3586 1.3252 1.2599 1.1739 1.0512 1.0075
cl_mt_coh -1.1425 3.3706 -2.9502 -12.468 50.122 0 0.553 0.447 0.00012038 -7.0825e-31 -12.423 -12.378 -8.9974 -6.1117 -4.1063 -2.853 -1.9787 -0.93121 -0.1792 0.23858 0.5728 0.90703 1.2413 1.8261 2.7453 5.0788 7.9257 9.1102 0.92573 9.3461 0.88729 11.361 1 0.52017 0.51046 0.020948 0.16768 0.47766 0.80542 1.0348 1.1796 1.2805 1.403 1.4661 1.4538 1.4233 1.381 1.3432 1.2721 1.1806 1.0551 1.0077
cl_mt_pol_c 1.3195 0.30233 0.22912 0.035 4.9056 0 0 1 0.014977 -4.4358e-31 0.035 0.035 1.0586 1.0816 1.0952 1.1096 1.123 1.165 1.2502 1.3837 1.4861 1.5576 1.6472 1.7114 1.8633 2.1058 2.3549 0.52992 0.60034 0.29256 0.30965 0.52017 0.51046 0.091404 1 0.00039726 0.00039726 0.030592 0.069145 0.10998 0.1574 0.19404 0.28068 0.41745 0.56718 0.67688 0.73372 0.79608 0.85761 0.92426 0.98319 0.99818
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it_a_n = 750, it_z_n = 88
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Elapsed time is 26.967599 seconds.
Elapsed time is 11.711041 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ __________ _______ _______ _______ _______ _______ ________ _______ _______ ________ ________ ______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.9008 2.9336 1.5433 -8.107 14.911 0 0.2182 0.7818 0.00016252 4.5808e-34 -7.3007 -6.3363 -4.2473 -2.5385 -1.2591 -0.29191 0.43052 1.4688 2.5192 3.3641 3.8993 4.2615 4.5966 5.0711 5.6914 6.8913 8.001 8.606 1 8.1024 0.87187 9.286 0.9273 0.52879 0.60025 -0.0090701 -0.038445 -0.14448 -0.23224 -0.28124 -0.30094 -0.29863 -0.24622 -0.081793 0.14754 0.34127 0.44707 0.56511 0.69075 0.8313 0.96144 0.99561
cl_mt_pol_a -1.2118 3.1678 -2.6142 -12.195 48.373 0.049276 0.57879 0.37193 2.9914e-07 4.5808e-34 -11.628 -11.416 -8.5159 -5.9214 -4.1661 -2.9454 -2.1061 -1.0378 -0.27471 0.032607 0.4402 0.68475 1.0923 1.5815 2.5597 4.7607 7.5323 8.1024 0.87187 10.035 1 9.5959 0.88741 0.2922 0.30717 0.022399 0.15 0.42555 0.71856 0.92087 1.0647 1.1687 1.2963 1.3716 1.3771 1.3553 1.3334 1.2921 1.2404 1.1567 1.048 1.0071
cl_mt_coh -1.2348 3.4135 -2.7645 -12.468 50.122 0 0.56255 0.43745 2.6902e-07 3.7357e-34 -12.404 -12.378 -9.1325 -6.3624 -4.3826 -3.0585 -2.1845 -1.0148 -0.1792 0.15502 0.5728 0.82347 1.2157 1.7426 2.7325 5.0013 7.8422 9.286 0.9273 9.5959 0.88741 11.652 1 0.52591 0.51305 0.02468 0.15882 0.44682 0.7565 0.96991 1.119 1.2253 1.3522 1.4179 1.4111 1.3796 1.3536 1.314 1.2507 1.1651 1.0491 1.0072
cl_mt_pol_c 1.32 0.30029 0.22749 0.035 4.9056 0 0 1 0.015363 4.5808e-34 0.035 0.035 1.0713 1.0902 1.1054 1.1161 1.1293 1.1655 1.2527 1.3801 1.4841 1.5555 1.6452 1.7094 1.8612 2.1042 2.3528 0.52879 0.60025 0.2922 0.30717 0.52591 0.51305 0.090177 1 0.00040734 0.00040734 0.028368 0.06922 0.11071 0.15294 0.19559 0.28299 0.41968 0.57081 0.67676 0.73478 0.79468 0.85743 0.92536 0.98344 0.99816
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it_a_n = 750, it_z_n = 143
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Elapsed time is 44.713927 seconds.
Elapsed time is 73.241659 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _______ _______ ________ ______ _______ _______ _______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.7934 2.9721 1.6573 -8.0218 14.913 0 0.23268 0.76732 0.00017246 -1.466e-34 -7.2352 -6.291 -4.3772 -2.7418 -1.4871 -0.52186 0.23849 1.3205 2.4043 3.273 3.8701 4.2014 4.5489 5.0227 5.6602 6.8581 7.988 8.8336 1 8.4513 0.8703 9.7176 0.93014 0.53092 0.60326 -0.010192 -0.043356 -0.15425 -0.2523 -0.31049 -0.33782 -0.34125 -0.29549 -0.13451 0.10539 0.30852 0.42315 0.54433 0.67788 0.82288 0.95945 0.99542
cl_mt_pol_a -1.4373 3.2673 -2.2732 -12.195 48.373 0.035006 0.61797 0.34703 2.2868e-08 -1.466e-34 -11.728 -11.477 -8.8273 -6.4556 -4.7005 -3.4215 -2.5144 -1.3502 -0.42732 0 0.35868 0.60323 0.92931 1.4999 2.3966 4.6791 7.4508 8.4513 0.8703 10.675 1 10.186 0.88687 0.29265 0.30248 0.008547 0.09528 0.36226 0.62756 0.81919 0.95966 1.0616 1.1926 1.2766 1.2917 1.2783 1.2636 1.2374 1.1918 1.1296 1.0387 1.0058
cl_mt_coh -1.476 3.5151 -2.3816 -12.468 50.122 0 0.58739 0.41261 1.9758e-08 -5.0138e-35 -12.416 -12.386 -9.4689 -6.8861 -4.9718 -3.6125 -2.6173 -1.3565 -0.34631 0.1216 0.46685 0.73245 1.0741 1.6366 2.5782 4.8729 7.7512 9.7176 0.93014 10.186 0.88687 12.356 1 0.54309 0.52176 0.0097846 0.10022 0.37989 0.65511 0.85472 0.99912 1.1034 1.2347 1.3122 1.3167 1.2998 1.2791 1.2479 1.2038 1.133 1.0414 1.0059
cl_mt_pol_c 1.3206 0.29612 0.22422 0.035 4.9056 0 0 1 0.016415 -1.466e-34 0.035 0.035 1.0909 1.108 1.1216 1.1349 1.1464 1.18 1.2521 1.3539 1.478 1.5535 1.6036 1.7022 1.8316 2.0997 2.3508 0.53092 0.60326 0.29265 0.30248 0.54309 0.52176 0.087685 1 0.00043505 0.00043505 0.02816 0.069511 0.11165 0.15451 0.19757 0.28633 0.4246 0.5709 0.67907 0.73675 0.79748 0.85745 0.92508 0.98323 0.9982
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ar_bl_default = 1
ar_fl_c_min = 0.035
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 16.6667
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it_a_n = 750, it_z_n = 33
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Elapsed time is 10.426300 seconds.
Elapsed time is 0.973402 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ _______ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _______ ________ ________ _______ ______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.9428 2.9161 1.501 -8.1624 14.91 0 0.21149 0.78851 0.00015877 -4.6841e-33 -7.3427 -6.3647 -4.1867 -2.4428 -1.1474 -0.18909 0.52645 1.5341 2.5541 3.4027 3.9286 4.2888 4.6224 5.0849 5.7142 6.9007 8.0185 8.5038 1 7.9161 0.87201 9.0625 0.92533 0.52961 0.59962 -0.0086363 -0.036396 -0.14092 -0.22495 -0.27019 -0.28685 -0.28204 -0.22626 -0.064964 0.1638 0.35396 0.45793 0.57416 0.69673 0.83549 0.96193 0.99576
cl_mt_pol_a -1.1053 3.113 -2.8164 -12.195 48.373 0.05482 0.56292 0.38226 0.0001111 -4.6841e-33 -11.792 -11.416 -8.2869 -5.6162 -3.8611 -2.6402 -1.8772 -0.96147 -0.27471 0.11413 0.4402 0.76627 1.0923 1.663 2.5597 4.8422 7.6138 7.9161 0.87201 9.6909 1 9.2735 0.88699 0.29162 0.30929 0.015992 0.15936 0.46488 0.7746 0.98378 1.1326 1.2306 1.3485 1.4231 1.4266 1.4041 1.3676 1.3333 1.2667 1.1783 1.0525 1.0077
cl_mt_coh -1.1206 3.3585 -2.9971 -12.468 50.122 0 0.54998 0.45002 9.8206e-05 9.0448e-33 -12.423 -12.378 -8.9526 -6.0281 -4.1063 -2.7694 -1.9339 -0.93121 -0.1792 0.23858 0.5728 0.90703 1.2413 1.8261 2.7453 5.0848 7.9257 9.0625 0.92533 9.2735 0.88699 11.279 1 0.51819 0.50941 0.019239 0.16991 0.49164 0.82051 1.0413 1.1963 1.2977 1.4146 1.4789 1.4658 1.4344 1.391 1.3523 1.2795 1.1854 1.0541 1.0079
cl_mt_pol_c 1.3196 0.30288 0.22953 0.035 4.9056 0 0 1 0.014903 -4.6841e-33 0.035 0.035 1.056 1.0792 1.0934 1.1071 1.1204 1.1631 1.252 1.3842 1.4862 1.5596 1.6472 1.7103 1.8637 2.1058 2.3549 0.52961 0.59962 0.29162 0.30929 0.51819 0.50941 0.091739 1 0.00039528 0.00039528 0.02846 0.069128 0.11024 0.15225 0.19391 0.28031 0.41699 0.56952 0.67991 0.73818 0.79553 0.85655 0.92399 0.98318 0.99817
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it_a_n = 750, it_z_n = 88
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Elapsed time is 27.185413 seconds.
Elapsed time is 16.886249 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ __________ _______ _______ _______ _______ _______ ________ _______ ________ ________ ________ ______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.9183 2.9262 1.5254 -8.127 14.911 0 0.21532 0.78468 0.00016028 5.366e-35 -7.3159 -6.3465 -4.2229 -2.5028 -1.2096 -0.25762 0.47755 1.4972 2.516 3.3901 3.926 4.276 4.6014 5.0711 5.7046 6.8912 8.0179 8.5629 1 8.0277 0.87201 9.196 0.92659 0.52928 0.60048 -0.0088703 -0.037622 -0.14279 -0.22912 -0.27661 -0.29504 -0.29176 -0.23784 -0.078606 0.15626 0.34701 0.45172 0.57096 0.69524 0.83331 0.96156 0.99569
cl_mt_pol_a -1.1702 3.146 -2.6884 -12.195 48.373 0.050341 0.57406 0.3756 1.5311e-07 5.366e-35 -11.628 -11.416 -8.4396 -5.822 -4.0137 -2.8186 -2.0298 -0.97936 -0.27471 0.032607 0.4402 0.76627 1.0923 1.5815 2.5597 4.7607 7.6138 8.0277 0.87201 9.8973 1 9.4674 0.8873 0.2924 0.30856 0.018865 0.15302 0.43742 0.73502 0.94471 1.0874 1.1903 1.3126 1.3903 1.3959 1.3728 1.3386 1.3065 1.2522 1.1643 1.0506 1.007
cl_mt_coh -1.1902 3.3916 -2.8495 -12.468 50.122 0 0.55815 0.44185 1.3513e-07 9.1765e-35 -12.404 -12.378 -9.0618 -6.1952 -4.2735 -2.9494 -2.101 -0.95681 -0.1792 0.15502 0.5728 0.88143 1.2285 1.7426 2.7453 5.0013 7.9129 9.196 0.92659 9.4674 0.8873 11.503 1 0.52301 0.51196 0.020934 0.16242 0.45986 0.78279 0.99694 1.1457 1.2507 1.3722 1.4399 1.4326 1.3993 1.3711 1.3282 1.2636 1.1703 1.0519 1.0075
cl_mt_pol_c 1.3198 0.30121 0.22823 0.035 4.9056 0 0 1 0.015171 5.366e-35 0.035 0.035 1.0659 1.0858 1.1006 1.112 1.1271 1.1655 1.252 1.3822 1.4841 1.5576 1.6472 1.7114 1.8464 2.1037 2.3544 0.52928 0.60048 0.2924 0.30856 0.52301 0.51196 0.09073 1 0.00040233 0.00040233 0.028431 0.069385 0.11044 0.15287 0.19482 0.28152 0.41838 0.57053 0.67868 0.73635 0.79655 0.85765 0.92401 0.98318 0.99815
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it_a_n = 750, it_z_n = 143
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Elapsed time is 51.668989 seconds.
Elapsed time is 70.360631 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _______ _______ ________ ________ _______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.844 2.9552 1.6026 -8.0642 14.911 0 0.22637 0.77363 0.00016754 -1.1183e-34 -7.268 -6.3141 -4.3178 -2.6455 -1.3749 -0.40472 0.33282 1.3927 2.4326 3.3087 3.8709 4.2308 4.5771 5.0483 5.6835 6.8723 8.0049 8.7332 1 8.2933 0.8713 9.5199 0.92894 0.53051 0.60295 -0.0096353 -0.040964 -0.14941 -0.24269 -0.29647 -0.32015 -0.32076 -0.27184 -0.11157 0.1255 0.3223 0.43644 0.55658 0.6854 0.82769 0.96 0.99557
cl_mt_pol_a -1.3269 3.2209 -2.4274 -12.195 48.373 0.035411 0.60459 0.36 7.1121e-09 -1.1183e-34 -11.664 -11.477 -8.6685 -6.2166 -4.4188 -3.1828 -2.283 -1.1968 -0.35289 0.032607 0.35868 0.68475 1.0108 1.5815 2.4782 4.6791 7.5323 8.2933 0.8713 10.374 1 9.9087 0.88713 0.29381 0.30638 0.013601 0.090135 0.39201 0.6674 0.86704 1.0069 1.1102 1.2386 1.3186 1.3308 1.3161 1.2893 1.2634 1.2116 1.1423 1.0443 1.0062
cl_mt_coh -1.3582 3.4678 -2.5533 -12.468 50.122 0 0.57575 0.42425 6.2185e-09 -2.287e-35 -12.408 -12.386 -9.3092 -6.628 -4.6987 -3.3543 -2.3666 -1.1893 -0.27022 0.14756 0.48925 0.80107 1.1502 1.7053 2.6617 4.9177 7.8273 9.5199 0.92894 9.9087 0.88713 12.026 1 0.53619 0.51932 0.014958 0.095505 0.40891 0.69979 0.90794 1.0551 1.1584 1.2867 1.3593 1.3597 1.3368 1.3141 1.2787 1.2273 1.1465 1.0452 1.0065
cl_mt_pol_c 1.3203 0.29773 0.2255 0.035 4.9056 0 0 1 0.01592 -1.1183e-34 0.035 0.035 1.0823 1.0993 1.1123 1.1258 1.1379 1.1748 1.2524 1.3692 1.482 1.5546 1.6118 1.7042 1.8316 2.1022 2.3508 0.53051 0.60295 0.29381 0.30638 0.53619 0.51932 0.088645 1 0.00042202 0.00042202 0.028351 0.069425 0.11139 0.15359 0.19683 0.28402 0.42246 0.56979 0.67884 0.73424 0.79399 0.85712 0.92418 0.98348 0.99815
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ar_bl_default = 1
ar_fl_c_min = 0.035
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 18.3333
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it_a_n = 750, it_z_n = 33
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Elapsed time is 9.480223 seconds.
Elapsed time is 0.857935 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _______ ________ _________ _______ _______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.9616 2.9083 1.4826 -8.173 14.909 0 0.20946 0.79054 0.00015647 -3.5787e-31 -7.3511 -6.3708 -4.1666 -2.3993 -1.1159 -0.14587 0.5518 1.5344 2.549 3.4242 3.9396 4.2882 4.6198 5.0939 5.7156 6.9085 8.0162 8.4581 1 7.8606 0.87227 8.9933 0.92487 0.5293 0.59985 -0.0084514 -0.035591 -0.13926 -0.22177 -0.26546 -0.28095 -0.2752 -0.21989 -0.060119 0.17469 0.35797 0.46214 0.57584 0.70072 0.83619 0.96258 0.99576
cl_mt_pol_a -1.0713 3.0986 -2.8925 -12.195 48.373 0.056125 0.55549 0.38839 9.1221e-05 -3.5787e-31 -11.792 -11.416 -8.2869 -5.5399 -3.7848 -2.5697 -1.8008 -0.88516 -0.1984 0.11413 0.52172 0.76627 1.0923 1.663 2.6412 4.8422 7.6138 7.8606 0.87227 9.6016 1 9.1939 0.88742 0.29183 0.31041 0.014822 0.16202 0.47079 0.79457 1.0016 1.1476 1.2555 1.3795 1.4449 1.4462 1.4143 1.3865 1.3476 1.2777 1.1797 1.0547 1.0081
cl_mt_coh -1.084 3.3435 -3.0845 -12.468 50.122 0 0.54392 0.45608 8.0878e-05 -3.7165e-30 -12.423 -12.378 -8.9138 -5.9446 -3.984 -2.6859 -1.8503 -0.84765 -0.095646 0.23858 0.65636 0.90703 1.2413 1.8261 2.784 5.0848 7.9257 8.9933 0.92487 9.1939 0.88742 11.179 1 0.5151 0.50777 0.017924 0.17314 0.50008 0.84393 1.0637 1.2241 1.3265 1.4488 1.5035 1.4884 1.4452 1.4122 1.3682 1.2917 1.1928 1.0564 1.0083
cl_mt_pol_c 1.3194 0.30341 0.22995 0.035 4.9056 0 0 1 0.014709 -3.5787e-31 0.035 0.035 1.0533 1.0769 1.0914 1.1067 1.1186 1.1607 1.2526 1.3862 1.4862 1.5576 1.6472 1.7114 1.8653 2.1062 2.3549 0.5293 0.59985 0.29183 0.31041 0.5151 0.50777 0.092055 1 0.0003902 0.0003902 0.028319 0.068769 0.10979 0.15319 0.19385 0.28004 0.41652 0.56959 0.67795 0.73313 0.79378 0.85656 0.92441 0.98329 0.99815
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it_a_n = 750, it_z_n = 88
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Elapsed time is 24.830710 seconds.
Elapsed time is 11.112196 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ __________ _______ _______ _______ _______ _______ ________ _______ ________ ________ _______ ______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ _________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.9301 2.9234 1.5146 -8.1425 14.911 0 0.21373 0.78627 0.00015938 3.4205e-35 -7.3276 -6.3543 -4.2023 -2.4744 -1.1864 -0.23113 0.4939 1.5097 2.5228 3.4015 3.9353 4.2949 4.6038 5.0798 5.7184 6.8947 8.0204 8.5463 1 7.9917 0.87226 9.1512 0.92619 0.52988 0.60074 -0.0087524 -0.037096 -0.14168 -0.22738 -0.27372 -0.29149 -0.28761 -0.23366 -0.073205 0.15769 0.3536 0.45759 0.5699 0.69512 0.83548 0.96177 0.99571
cl_mt_pol_a -1.1397 3.1341 -2.7498 -12.195 48.373 0.052346 0.56875 0.3789 8.1439e-08 3.4205e-35 -11.628 -11.416 -8.3633 -5.745 -3.9374 -2.7671 -1.9535 -0.96147 -0.27471 0.11413 0.4402 0.76627 1.0923 1.663 2.5597 4.8422 7.6138 7.9917 0.87226 9.8223 1 9.3989 0.88733 0.29338 0.31025 0.01659 0.15562 0.44462 0.7508 0.96363 1.1054 1.2113 1.3342 1.4065 1.4101 1.3886 1.3534 1.3204 1.2561 1.1713 1.0502 1.0074
cl_mt_coh -1.1577 3.3798 -2.9195 -12.468 50.122 0 0.55425 0.44575 7.2264e-08 1.3087e-35 -12.404 -12.378 -9.0362 -6.1245 -4.1899 -2.8786 -2.0174 -0.93121 -0.1792 0.22578 0.5728 0.89423 1.2413 1.8133 2.7453 5.0592 7.9257 9.1512 0.92619 9.3989 0.88733 11.423 1 0.52228 0.51216 0.017955 0.16547 0.47563 0.79538 1.0188 1.1663 1.2747 1.3964 1.4589 1.4497 1.4168 1.3844 1.3379 1.2743 1.1778 1.0541 1.0076
cl_mt_pol_c 1.3197 0.30172 0.22863 0.035 4.9056 0 0 1 0.015056 3.4205e-35 0.035 0.035 1.0631 1.0842 1.0987 1.1105 1.1242 1.1641 1.2494 1.3822 1.4841 1.5576 1.6472 1.7094 1.8633 2.1042 2.3549 0.52988 0.60074 0.29338 0.31025 0.52228 0.51216 0.091036 1 0.0003993 0.0003993 0.028204 0.069235 0.11052 0.15239 0.19445 0.281 0.41796 0.56758 0.67609 0.73461 0.79661 0.85694 0.92477 0.98328 0.99819
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it_a_n = 750, it_z_n = 143
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Elapsed time is 46.308683 seconds.
Elapsed time is 91.790526 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _______ _______ ________ ________ _______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.8839 2.9408 1.5611 -8.0934 14.911 0 0.22078 0.77922 0.00016349 1.4926e-35 -7.2902 -6.329 -4.2658 -2.5725 -1.2953 -0.32684 0.39817 1.4447 2.4813 3.3508 3.9042 4.266 4.6007 5.0533 5.6945 6.8833 8.0024 8.6484 1 8.163 0.87179 9.3602 0.92789 0.5299 0.60155 -0.0092142 -0.039145 -0.14577 -0.23539 -0.28592 -0.30687 -0.30538 -0.25418 -0.094075 0.14278 0.3406 0.4463 0.56455 0.6885 0.83146 0.96091 0.99557
cl_mt_pol_a -1.2475 3.184 -2.5524 -12.195 48.373 0.046248 0.58559 0.36816 2.4529e-09 1.4926e-35 -11.664 -11.416 -8.5615 -5.9977 -4.2427 -3.0218 -2.1637 -1.049 -0.27766 0.032607 0.4402 0.68475 1.0108 1.5815 2.4782 4.7607 7.5323 8.163 0.87179 10.138 1 9.6908 0.88729 0.29328 0.30751 0.010253 0.14725 0.41276 0.70305 0.90389 1.0463 1.1484 1.2746 1.3512 1.361 1.34 1.3174 1.2868 1.2302 1.1546 1.0459 1.0068
cl_mt_coh -1.273 3.4302 -2.6946 -12.468 50.122 0 0.56725 0.43275 2.1791e-09 -1.5659e-35 -12.408 -12.378 -9.2107 -6.4459 -4.5241 -3.1872 -2.2219 -1.0297 -0.19414 0.15502 0.56534 0.816 1.1577 1.7351 2.6617 4.9863 7.8422 9.3602 0.92789 9.6908 0.88729 11.766 1 0.52965 0.51548 0.011274 0.15559 0.43274 0.73889 0.94964 1.0977 1.2023 1.3276 1.3964 1.3929 1.3656 1.34 1.3013 1.2434 1.1597 1.0486 1.0069
cl_mt_pol_c 1.3202 0.29954 0.22689 0.035 4.9056 0 0 1 0.015537 1.4926e-35 0.035 0.035 1.0751 1.0926 1.1082 1.1195 1.1315 1.1674 1.2526 1.3781 1.4821 1.5555 1.6425 1.7073 1.8612 2.1022 2.3528 0.5299 0.60155 0.29328 0.30751 0.52965 0.51548 0.089722 1 0.00041192 0.00041192 0.028396 0.069225 0.11103 0.1533 0.19573 0.28287 0.42019 0.56992 0.67688 0.73658 0.79363 0.85727 0.92503 0.98327 0.99817
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ar_bl_default = 1
ar_fl_c_min = 0.035
ar_fl_b_bd = -12.5
ar_fl_z_r_borr_poiss_mean = 20
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it_a_n = 750, it_z_n = 33
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Elapsed time is 10.426009 seconds.
Elapsed time is 0.990849 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _______ ________ _________ _______ _______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.971 2.9028 1.4728 -8.1803 14.909 0 0.20844 0.79156 0.00015505 -7.4122e-33 -7.3566 -6.3743 -4.149 -2.3762 -1.0854 -0.13682 0.57803 1.5517 2.5712 3.4217 3.954 4.3048 4.6276 5.0925 5.7267 6.9078 8.0158 8.4264 1 7.8166 0.87219 8.9408 0.92443 0.52885 0.59956 -0.0083447 -0.035216 -0.13849 -0.21993 -0.26277 -0.27758 -0.27158 -0.21516 -0.054067 0.17622 0.36295 0.46478 0.58303 0.70099 0.83804 0.96258 0.99576
cl_mt_pol_a -1.0527 3.0874 -2.9327 -12.195 48.373 0.059463 0.55099 0.38954 7.6209e-05 -7.4122e-33 -11.792 -11.416 -8.2106 -5.5399 -3.7085 -2.5639 -1.7245 -0.88516 -0.1984 0.11413 0.52172 0.76627 1.1739 1.663 2.6412 4.8422 7.6953 7.8166 0.87219 9.5319 1 9.1286 0.88742 0.29114 0.31034 0.013741 0.16345 0.48103 0.79826 1.0154 1.1619 1.2713 1.3884 1.4551 1.4564 1.4238 1.3954 1.3466 1.2845 1.1843 1.056 1.0077
cl_mt_coh -1.064 3.3318 -3.1314 -12.468 50.122 0 0.54272 0.45728 6.8005e-05 -2.309e-32 -12.423 -12.378 -8.869 -5.9058 -3.9392 -2.6859 -1.8116 -0.84765 -0.095646 0.23858 0.65636 0.90703 1.28 1.8261 2.8288 5.0848 7.9257 8.9408 0.92443 9.1286 0.88742 11.101 1 0.51271 0.50642 0.016677 0.17491 0.51079 0.84972 1.0791 1.2317 1.334 1.46 1.5158 1.5002 1.4559 1.4223 1.3764 1.2992 1.1921 1.0579 1.0085
cl_mt_pol_c 1.3192 0.30386 0.23033 0.035 4.9056 0 0 1 0.014603 -7.4122e-33 0.035 0.035 1.049 1.0731 1.0888 1.1044 1.1166 1.1601 1.2503 1.3862 1.4862 1.5593 1.6482 1.7134 1.8633 2.1062 2.3565 0.52885 0.59956 0.29114 0.31034 0.51271 0.50642 0.09233 1 0.00038743 0.00038743 0.028145 0.068483 0.10998 0.1513 0.19347 0.27955 0.41628 0.56773 0.6766 0.73275 0.7929 0.85762 0.9244 0.9832 0.99814
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it_a_n = 750, it_z_n = 88
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Elapsed time is 28.720587 seconds.
Elapsed time is 13.624165 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ ___________ _______ _______ _______ _______ _______ ________ _______ ________ ________ _______ ______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.9422 2.9163 1.5016 -8.1564 14.91 0 0.21172 0.78828 0.00015788 -2.3235e-34 -7.3384 -6.3621 -4.1955 -2.4398 -1.1562 -0.19603 0.51471 1.5385 2.5218 3.4044 3.9299 4.2899 4.6234 5.0856 5.7146 6.9008 8.0179 8.5047 1 7.9277 0.87221 9.075 0.92559 0.52983 0.60064 -0.0086118 -0.036516 -0.14062 -0.22505 -0.27036 -0.28716 -0.28259 -0.22687 -0.06875 0.16319 0.3548 0.45835 0.57487 0.69762 0.83569 0.96201 0.9957
cl_mt_pol_a -1.1114 3.1167 -2.8044 -12.195 48.373 0.056641 0.5619 0.38146 4.5535e-08 -2.3235e-34 -11.628 -11.416 -8.3632 -5.668 -3.8611 -2.7165 -1.8772 -0.96147 -0.27471 0.11413 0.4402 0.76627 1.0923 1.663 2.5597 4.8422 7.6138 7.9277 0.87221 9.714 1 9.2967 0.88721 0.29269 0.31046 0.014357 0.15774 0.45497 0.76485 0.98123 1.1216 1.228 1.3457 1.4199 1.4233 1.4011 1.3647 1.3307 1.2644 1.1768 1.0521 1.0077
cl_mt_coh -1.1271 3.362 -2.9829 -12.468 50.122 0 0.55131 0.44869 4.0491e-08 -6.4261e-35 -12.404 -12.378 -8.9654 -6.0409 -4.1063 -2.853 -1.9339 -0.93121 -0.1792 0.22578 0.5728 0.89423 1.2413 1.8133 2.7453 5.072 7.9257 9.075 0.92559 9.2967 0.88721 11.303 1 0.51913 0.51049 0.015551 0.16806 0.48269 0.81214 1.0393 1.1854 1.2944 1.4109 1.475 1.4652 1.431 1.3978 1.3494 1.284 1.1838 1.0555 1.0078
cl_mt_pol_c 1.3195 0.30248 0.22923 0.035 4.9056 0 0 1 0.014907 -2.3235e-34 0.035 0.035 1.0575 1.0808 1.0948 1.1082 1.1214 1.1629 1.2491 1.3842 1.4861 1.5576 1.6472 1.7114 1.8633 2.1042 2.3549 0.52983 0.60064 0.29269 0.31046 0.51913 0.51049 0.091492 1 0.00039542 0.00039542 0.028327 0.068799 0.11003 0.15176 0.19411 0.28033 0.41724 0.56932 0.67586 0.7332 0.79596 0.8576 0.9244 0.98319 0.99817
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it_a_n = 750, it_z_n = 143
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Elapsed time is 45.782863 seconds.
Elapsed time is 91.181522 seconds.
mean sd coefofvar min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_1 p1 p5 p10 p15 p20 p25 p35 p50 p65 p75 p80 p85 p90 p95 p99 p99_9 fl_cov_cl_mt_val fl_cor_cl_mt_val fl_cov_cl_mt_pol_a fl_cor_cl_mt_pol_a fl_cov_cl_mt_coh fl_cor_cl_mt_coh fl_cov_cl_mt_pol_c fl_cor_cl_mt_pol_c fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP15 fracByP20 fracByP25 fracByP35 fracByP50 fracByP65 fracByP75 fracByP80 fracByP85 fracByP90 fracByP95 fracByP99 fracByP99_9
_______ _______ _________ _______ ______ ________ _______ _______ __________ __________ _______ _______ _______ _______ _______ ________ _______ _______ ________ ________ ______ _______ ______ ______ ______ ______ ______ ________________ ________________ __________________ __________________ ________________ ________________ __________________ __________________ __________ __________ ________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ _________ ___________
cl_mt_val 1.9087 2.9312 1.5357 -8.1169 14.91 0 0.21704 0.78296 0.00016113 1.9349e-35 -7.3084 -6.3417 -4.2367 -2.5222 -1.2457 -0.28073 0.45014 1.4944 2.5138 3.3802 3.9039 4.26 4.6035 5.0728 5.7059 6.8894 8.0182 8.5918 1 8.0754 0.87206 9.2526 0.92708 0.52918 0.60061 -0.0089594 -0.037986 -0.14355 -0.23088 -0.27927 -0.29845 -0.29567 -0.24316 -0.08143 0.14953 0.34218 0.45064 0.57052 0.69492 0.8332 0.96136 0.9957
cl_mt_pol_a -1.1915 3.1592 -2.6513 -12.195 48.373 0.050218 0.57584 0.37394 9.2563e-10 1.9349e-35 -11.601 -11.416 -8.4848 -5.8764 -4.0901 -2.8693 -2.0516 -1.0378 -0.27618 0.032607 0.4402 0.76627 1.0923 1.5815 2.5597 4.7607 7.6138 8.0754 0.87206 9.9803 1 9.5454 0.8874 0.29278 0.30832 0.019152 0.15122 0.42817 0.72585 0.93361 1.0759 1.1786 1.3044 1.3783 1.3869 1.3644 1.3309 1.2995 1.2465 1.1606 1.0494 1.0069
cl_mt_coh -1.2132 3.4049 -2.8066 -12.468 50.122 0 0.5607 0.4393 8.2942e-10 -3.734e-35 -12.401 -12.378 -9.1197 -6.2863 -4.357 -3.0201 -2.1159 -1.0148 -0.18667 0.15502 0.5728 0.87716 1.2263 1.7426 2.7378 5.0013 7.9108 9.2526 0.92708 9.5454 0.8874 11.593 1 0.52518 0.51314 0.020556 0.16028 0.45562 0.76627 0.98393 1.1363 1.237 1.362 1.4272 1.4222 1.3898 1.3632 1.3213 1.2573 1.1699 1.0506 1.0073
cl_mt_pol_c 1.32 0.30058 0.22771 0.035 4.9056 0 0 1 0.015283 1.9349e-35 0.035 0.035 1.0702 1.0888 1.1033 1.114 1.1285 1.1655 1.2526 1.3801 1.4841 1.5555 1.642 1.7094 1.8364 2.1037 2.3528 0.52918 0.60061 0.29278 0.30832 0.52518 0.51314 0.09035 1 0.00040523 0.00040523 0.028406 0.069467 0.11085 0.1527 0.19657 0.28325 0.41919 0.56943 0.67969 0.73393 0.79344 0.85672 0.92413 0.9832 0.99815