Assets and Demographic Distributions with Continuous Exact Savings Choices (Loop)
Fan Wang
2020-08-07
1 Distribution Exact Savings Choices
This is the example vignette for function: snw_ds_main from the PrjOptiSNW Package. This function solves for vfi and gets distribution induced by policy functions and exogenous distributions. Looped to get distribution, but uses bisect vec for VFI.
1.1 Test SNW_DS_MAIN Defaults
Call the function with testing defaults.
mp_params = snw_mp_param('default_docdense');
mp_controls = snw_mp_control('default_test');
mp_controls('bl_print_vfi') = false;
mp_controls('bl_print_ds') = false;
mp_controls('bl_print_ds_verbose') = false;
[Phi_true,Phi_adj,A_agg,Y_inc_agg,it,mp_dsvfi_results] = snw_ds_main(mp_params, mp_controls);
Completed SNW_VFI_MAIN_BISEC_VEC;SNW_MP_PARAM=default_docdense;SNW_MP_CONTROL=default_test;time=551.0862
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CONTAINER NAME: mp_outcomes ND Array (Matrix etc)
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i idx ndim numel rowN colN sum mean std coefvari min max
_ ___ ____ ________ ____ _________ ___________ _______ ______ ________ ________ __________
V_VFI 1 1 6 4.37e+07 83 5.265e+05 -8.6673e+08 -19.834 28.177 -1.4206 -615.77 -0.0071775
ap_VFI 2 2 6 4.37e+07 83 5.265e+05 1.4164e+09 32.412 36.8 1.1354 0 163.73
cons_VFI 3 3 6 4.37e+07 83 5.265e+05 2.131e+08 4.8764 8.3268 1.7076 0.036717 141.61
xxx TABLE:V_VFI xxxxxxxxxxxxxxxxxx
c1 c2 c3 c4 c5 c526496 c526497 c526498 c526499 c526500
_______ _______ _______ _______ _______ _________ _________ _________ _________ _________
r1 -376.05 -375.66 -373.17 -367.4 -358.05 -6.68 -6.5297 -6.3792 -6.2274 -6.0722
r2 -363.8 -363.41 -360.93 -355.25 -346.25 -6.4892 -6.3437 -6.1974 -6.0495 -5.8977
r3 -351.75 -351.36 -348.9 -343.44 -334.9 -6.2948 -6.1538 -6.0116 -5.8671 -5.7186
r4 -339.81 -339.45 -337.16 -332.06 -324.04 -6.095 -5.9584 -5.82 -5.6786 -5.533
r5 -328.99 -328.65 -326.51 -321.72 -314.17 -5.9054 -5.7725 -5.6372 -5.4986 -5.3556
r79 -14.033 -14.02 -13.926 -13.689 -13.287 -0.22848 -0.21775 -0.20768 -0.19824 -0.18938
r80 -12.564 -12.55 -12.457 -12.22 -11.818 -0.17427 -0.16611 -0.15842 -0.15117 -0.14434
r81 -10.778 -10.764 -10.671 -10.434 -10.032 -0.11927 -0.11368 -0.10843 -0.10346 -0.098767
r82 -8.4226 -8.4089 -8.3155 -8.0786 -7.6766 -0.06597 -0.06284 -0.059924 -0.057184 -0.054584
r83 -5.0665 -5.0529 -4.9595 -4.7226 -4.3206 -0.020968 -0.019972 -0.019038 -0.018161 -0.017336
xxx TABLE:ap_VFI xxxxxxxxxxxxxxxxxx
c1 c2 c3 c4 c5 c526496 c526497 c526498 c526499 c526500
__ __ __________ _________ __________ _______ _______ _______ _______ _______
r1 0 0 0.0005656 0.0075134 0.022901 114.76 120.42 126.29 132.39 138.81
r2 0 0 0.00051498 0.0065334 0.021549 114.87 120.54 126.42 132.55 138.97
r3 0 0 0.00051498 0.0049294 0.019875 114.98 120.67 126.57 132.72 139.13
r4 0 0 0.00051498 0.0047937 0.019672 115.74 121.44 127.36 133.52 139.94
r5 0 0 0.00048517 0.0046683 0.019484 116.51 122.22 128.16 134.34 140.76
r79 0 0 0 0 0.00051498 81.091 85.68 90.325 94.371 98.41
r80 0 0 0 0 0 76.669 80.55 84.292 88.029 91.682
r81 0 0 0 0 0 68.313 71.52 74.459 77.816 81.096
r82 0 0 0 0 0 50.126 53.467 56.953 58.728 60.587
r83 0 0 0 0 0 0 0 0 0 0
xxx TABLE:cons_VFI xxxxxxxxxxxxxxxxxx
c1 c2 c3 c4 c5 c526496 c526497 c526498 c526499 c526500
________ ________ ________ ________ ________ _______ _______ _______ _______ _______
r1 0.036717 0.037251 0.040426 0.04363 0.048012 9.6396 9.8066 9.9533 10.06 10.06
r2 0.036717 0.037251 0.040477 0.04461 0.049364 9.8014 9.9571 10.088 10.177 10.177
r3 0.036717 0.037251 0.040477 0.046214 0.051039 9.9664 10.108 10.22 10.287 10.287
r4 0.038144 0.038678 0.041903 0.047776 0.052666 10.118 10.244 10.339 10.388 10.388
r5 0.039534 0.040068 0.043323 0.04929 0.054241 10.258 10.369 10.446 10.483 10.483
r79 0.19737 0.19791 0.20163 0.21175 0.23093 35.811 37.046 38.418 40.587 42.963
r80 0.19737 0.19791 0.20163 0.21175 0.23145 40.207 42.15 44.426 46.904 49.665
r81 0.19737 0.19791 0.20163 0.21175 0.23145 48.541 51.158 54.236 57.094 60.229
r82 0.19737 0.19791 0.20163 0.21175 0.23145 66.71 69.193 71.724 76.164 80.72
r83 0.19737 0.19791 0.20163 0.21175 0.23145 116.82 122.65 128.66 134.88 141.29
Completed SNW_DS_MAIN;SNW_MP_PARAM=default_docdense;SNW_MP_CONTROL=default_test;time=2153.0961
% [Phi_true,Phi_adj] = snw_ds_main(mp_params, mp_controls);
Phi_true = Phi_true/sum(Phi_true(:));1.2 Show All Info in mp_dsvfi_results More Dense
mp_cl_mt_xyz_of_s = mp_dsvfi_results('mp_cl_mt_xyz_of_s');
disp(mp_cl_mt_xyz_of_s('tb_outcomes'))
mean unweighted_sum sd coefofvar gini min max pYis0 pYls0 pYgr0 pYisMINY pYisMAXY p0_01 p0_1 p1 p5 p10 p20 p25 p30 p40 p50 p60 p70 p75 p80 p90 p95 p99 p99_9 p99_99 fl_cov_a_ss fl_cor_a_ss fl_cov_ap_ss fl_cor_ap_ss fl_cov_cons_ss fl_cor_cons_ss fl_cov_v_ss fl_cor_v_ss fl_cov_n_ss fl_cor_n_ss fl_cov_y_all fl_cor_y_all fl_cov_y_head_inc fl_cor_y_head_inc fl_cov_y_head_earn fl_cor_y_head_earn fl_cov_y_spouse_inc fl_cor_y_spouse_inc fl_cov_yshr_interest fl_cor_yshr_interest fl_cov_yshr_wage fl_cor_yshr_wage fl_cov_yshr_SS fl_cor_yshr_SS fl_cov_yshr_tax fl_cor_yshr_tax fl_cov_yshr_nttxss fl_cor_yshr_nttxss fracByP0_01 fracByP0_1 fracByP1 fracByP5 fracByP10 fracByP20 fracByP25 fracByP30 fracByP40 fracByP50 fracByP60 fracByP70 fracByP75 fracByP80 fracByP90 fracByP95 fracByP99 fracByP99_9 fracByP99_99
________ ______________ ________ _________ ________ ________ __________ ________ _______ _______ __________ __________ ________ ________ _________ ________ __________ _________ _________ ________ ________ ________ ________ _______ _______ ________ _______ _______ _______ _______ _______ ___________ ___________ ____________ ____________ ______________ ______________ ___________ ___________ ___________ ___________ ____________ ____________ _________________ _________________ __________________ __________________ ___________________ ___________________ ____________________ ____________________ ________________ ________________ ______________ ______________ _______________ _______________ __________________ __________________ ___________ __________ __________ _________ __________ __________ _________ _________ _________ _________ _________ _________ _________ __________ _________ _________ _________ ___________ ____________
a_ss 4.3602 2228 6.8796 1.5778 0.6755 0 135 0.11808 0 0.88192 0.11808 6.8049e-06 0 0 0 0 0 0.064373 0.17664 0.37542 0.88989 1.7381 3.0034 4.7693 5.4836 7.1191 12.56 16.875 30.548 56.953 90.439 47.329 1 47.318 0.99439 3.476 0.72826 85.362 0.50541 -1.478 -0.14945 4.4255 0.4309 3.9427 0.56573 1.8957 0.29692 0.63663 0.096963 0.80041 0.6619 -0.80811 -0.34878 0.007703 0.0049412 0.10041 0.40929 0.09271 0.054578 0 0 0 0 0 0.00071111 0.0023543 0.0065355 0.023222 0.057104 0.11454 0.2027 0.23918 0.32171 0.55921 0.69427 0.90202 0.9849 0.99794
ap_ss 4.4621 5.3216e+08 6.9169 1.5501 0.67638 0 163.73 0.097968 0 0.90203 0.097968 2.2836e-12 0 0 0 0 0.00051498 0.083002 0.20935 0.39434 0.90689 1.6906 2.8912 4.7054 5.9044 7.4694 12.521 17.769 31.792 57.866 90.717 47.318 0.99439 47.844 1 3.5799 0.74597 86.258 0.50797 -1.4406 -0.14488 5.3011 0.51337 4.2301 0.60369 2.208 0.34397 1.2003 0.18183 0.75231 0.61877 -0.71978 -0.30898 -0.03253 -0.020754 0.11154 0.45221 0.14407 0.084358 0 0 0 0 1.8925e-07 0.0007016 0.0022849 0.0056773 0.019937 0.048358 0.098974 0.18293 0.24222 0.31675 0.53294 0.69899 0.9039 0.98396 0.99764
cons_ss 1.0635 5.0787e+07 0.6938 0.65237 0.33936 0.036717 141.61 0 0 1 8.6094e-07 0 0.066342 0.10404 0.18515 0.27323 0.35662 0.49455 0.56067 0.62765 0.76677 0.91665 1.0828 1.2762 1.3916 1.5274 1.9354 2.3449 3.4017 5.2893 7.5592 3.476 0.72826 3.5799 0.74597 0.48135 1 10.309 0.60524 0.23978 0.24042 0.77367 0.74697 0.5704 0.81157 0.43323 0.67286 0.2014 0.30417 0.03747 0.30725 -0.0042544 -0.018207 -0.033215 -0.21127 0.018848 0.76179 0.052063 0.30392 5.4726e-06 8.2626e-05 0.0013773 0.010075 0.024991 0.065093 0.089893 0.11782 0.1833 0.26234 0.35614 0.46671 0.52936 0.59788 0.75856 0.85803 0.96048 0.99413 0.99921
v_ss -36.615 -4.0773e+08 24.55 -0.67049 -0.33945 -615.77 -0.0071775 0 1 0 1.2848e-09 0 -282.69 -195.21 -123.42 -82.353 -66.722 -51.524 -46.651 -42.634 -36.178 -30.943 -26.291 -21.909 -19.733 -17.548 -12.864 -9.9801 -6.2656 -3.6768 -2.3584 85.362 0.50541 86.258 0.50797 10.309 0.60524 602.71 1 -4.8671 -0.13791 13.833 0.37742 10.949 0.44025 6.7008 0.29411 3.7173 0.15866 2.1635 0.50137 -3.5003 -0.42335 1.3368 0.24029 0.51425 0.5874 -0.82253 -0.13569 0.00088282 0.0063623 0.042155 0.14825 0.24876 0.40782 0.47473 0.53561 0.64287 0.73435 0.8124 0.87817 0.9066 0.93206 0.97375 0.98945 0.99862 0.99992 0.99999
n_ss 2.3554 21 1.4375 0.61029 0.3128 1 6 0 0 1 0.36005 0.041101 1 1 1 1 1 1 1 1 2 2 2 3 3 4 5 5 6 6 6 -1.478 -0.14945 -1.4406 -0.14488 0.23978 0.24042 -4.8671 -0.13791 2.0664 1 0.40171 0.18719 0.09459 0.064956 0.19345 0.14501 0.26737 0.19489 -0.072581 -0.28725 0.17131 0.35386 -0.098733 -0.3031 0.013683 0.26692 0.11242 0.31672 0.15286 0.15286 0.15286 0.15286 0.15286 0.15286 0.15286 0.15286 0.40183 0.40183 0.40183 0.56321 0.56321 0.75407 0.8953 0.8953 1 1 1
y_all 1.4189 8.353e+07 1.4929 1.0521 0.47667 0 50.873 0.005851 0 0.99415 0.005851 2.2836e-12 0 0 0.0044495 0.1012 0.2312 0.42433 0.51215 0.60445 0.79046 1.0019 1.2602 1.5974 1.8194 2.1039 3.0549 4.0455 6.8994 14.815 21.023 4.4255 0.4309 5.3011 0.51337 0.77367 0.74697 13.833 0.37742 0.40171 0.18719 2.2287 1 1.1598 0.76691 1.0262 0.74071 1.0254 0.71972 -0.025419 -0.096867 0.13901 0.27647 -0.11359 -0.33577 0.040527 0.76125 0.15411 0.41809 0 0 7.7846e-06 0.0014743 0.0075438 0.030947 0.047485 0.067108 0.11603 0.1789 0.25825 0.35829 0.41836 0.48725 0.66478 0.78775 0.92882 0.9876 0.99835
y_head_inc 1.1081 1.9253e+06 1.013 0.91419 0.42164 0.038108 24.357 0 0 1 1.2258e-06 1.694e-09 0.065666 0.1034 0.17983 0.24742 0.30438 0.41077 0.47063 0.52838 0.65292 0.8006 0.98455 1.2279 1.3881 1.5859 2.2533 2.9937 5.0375 8.8678 13.702 3.9427 0.56573 4.2301 0.60369 0.5704 0.81157 10.949 0.44025 0.09459 0.064956 1.1598 0.76691 1.0262 1 0.89528 0.95229 0.10683 0.1105 0.0035862 0.02014 0.064337 0.18857 -0.067923 -0.29589 0.025209 0.69781 0.093132 0.37233 5.2131e-06 7.7569e-05 0.0013113 0.0094768 0.022842 0.055458 0.076507 0.096841 0.1495 0.21496 0.29527 0.3946 0.4535 0.52044 0.68972 0.80585 0.9399 0.99015 0.99857
y_head_earn 0.88655 19732 0.92804 1.0468 0.53121 0 18.957 0.2016 0 0.7984 0.2016 1.2258e-07 0 0 0 0 0 0 0.28106 0.37421 0.52794 0.68288 0.85118 1.0805 1.2168 1.3913 1.9622 2.5935 4.2881 7.4575 11.644 1.8957 0.29692 2.208 0.34397 0.43323 0.67286 6.7008 0.29411 0.19345 0.14501 1.0262 0.74071 0.89528 0.95229 0.86126 1 0.089134 0.10064 -0.039646 -0.24304 0.12593 0.40291 -0.086287 -0.41031 0.022414 0.67725 0.1087 0.47437 0 0 0 0 0 0 0.011684 0.030168 0.080999 0.1488 0.23502 0.34392 0.40836 0.48157 0.66665 0.79244 0.93633 0.98962 0.99849
y_spouse_inc 0.35797 4.827e+05 0.95437 2.6661 0.85269 0 26.627 0.52499 0 0.47501 0.52499 1.9415e-10 0 0 0 0 0 0 0 0 0 0 0.1002 0.26236 0.35911 0.45945 0.88325 1.9998 3.3624 12.834 17.794 0.63663 0.096963 1.2003 0.18183 0.2014 0.30417 3.7173 0.15866 0.26737 0.19489 1.0254 0.71972 0.10683 0.1105 0.089134 0.10064 0.91083 1 -0.017789 -0.10604 0.045397 0.14124 -0.027608 -0.12766 0.014097 0.4142 0.041705 0.17698 0 0 0 0 0 0 0 0 0 0 0.012673 0.062275 0.10534 0.16263 0.32833 0.52547 0.80928 0.95801 0.99466
yshr_interest 0.12865 3.8438e+06 0.17577 1.3663 0.65781 0 0.99299 0.11808 0 0.88192 0.11808 0 0 0 0 0 0 0.0026411 0.0067149 0.012816 0.029566 0.054027 0.089573 0.13973 0.1741 0.2187 0.39107 0.54752 0.74727 0.86028 0.91481 0.80041 0.6619 0.75231 0.61877 0.03747 0.30725 2.1635 0.50137 -0.072581 -0.28725 -0.025419 -0.096867 0.0035862 0.02014 -0.039646 -0.24304 -0.017789 -0.10604 0.030897 1 -0.046487 -0.78527 0.015591 0.39143 -6.1614e-05 -0.0098294 -0.015653 -0.36065 0 0 0 0 0 0.00070705 0.0024473 0.0062059 0.022256 0.054106 0.10916 0.19743 0.25844 0.33449 0.57087 0.74007 0.93773 0.99314 0.99928
yshr_wage 0.77402 8.8881e+06 0.33679 0.43512 0.2062 0 1 0.10584 0 0.89416 0.10584 0.1117 0 0 0 0 0 0.64562 0.76513 0.82574 0.89607 0.93893 0.96712 0.98555 0.99223 0.99687 1 1 1 1 1 -0.80811 -0.34878 -0.71978 -0.30898 -0.0042544 -0.018207 -3.5003 -0.42335 0.17131 0.35386 0.13901 0.27647 0.064337 0.18857 0.12593 0.40291 0.045397 0.14124 -0.046487 -0.78527 0.11343 1 -0.06694 -0.87712 0.0042342 0.35255 0.071175 0.85589 0 0 0 0 0 0.036059 0.082214 0.13376 0.2454 0.36413 0.48739 0.61361 0.6775 0.7418 1 1 1 1 1
yshr_SS 0.097329 29012 0.2266 2.3282 0.91382 0 1 0.7984 0 0.2016 0.7984 0.005851 0 0 0 0 0 0 0 0 0 0 0 0 0 0.079765 0.43585 0.68492 0.98018 1 1 0.007703 0.0049412 -0.03253 -0.020754 -0.033215 -0.21127 1.3368 0.24029 -0.098733 -0.3031 -0.11359 -0.33577 -0.067923 -0.29589 -0.086287 -0.41031 -0.027608 -0.12766 0.015591 0.39143 -0.06694 -0.87712 0.051349 1 -0.0041726 -0.51635 -0.055522 -0.99232 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00087521 0.28391 0.57844 0.8997 1 1
yshr_tax 0.17833 2.8338e+06 0.035661 0.19998 0.11386 0.036506 0.2552 0 0 1 8.6094e-07 2.2836e-12 0.054112 0.071805 0.098913 0.11316 0.12645 0.14591 0.15354 0.16011 0.17194 0.18233 0.19206 0.20154 0.20634 0.21134 0.2227 0.22979 0.24005 0.24896 0.25148 0.10041 0.40929 0.11154 0.45221 0.018848 0.76179 0.51425 0.5874 0.013683 0.26692 0.040527 0.76125 0.025209 0.69781 0.022414 0.67725 0.014097 0.4142 -6.1614e-05 -0.0098294 0.0042342 0.35255 -0.0041726 -0.51635 0.0012717 1 0.0054443 0.61831 2.8386e-05 0.00035854 0.0048507 0.02883 0.062514 0.13924 0.18121 0.22517 0.31837 0.41773 0.52273 0.6331 0.69028 0.74883 0.87042 0.93381 0.9863 0.9986 0.99986
yshr_nttxss 0.080996 2.8048e+06 0.24691 3.0485 1.2592 -0.89715 0.2552 0 0.17487 0.82513 0.0046688 2.2836e-12 -0.89715 -0.89715 -0.87632 -0.55668 -0.28938 0.089704 0.12767 0.14393 0.16376 0.17779 0.18942 0.20008 0.20534 0.21073 0.22249 0.22962 0.23995 0.24896 0.25148 0.09271 0.054578 0.14407 0.084358 0.052063 0.30392 -0.82253 -0.13569 0.11242 0.31672 0.15411 0.41809 0.093132 0.37233 0.1087 0.47437 0.041705 0.17698 -0.015653 -0.36065 0.071175 0.85589 -0.055522 -0.99232 0.0054443 0.61831 0.060966 1 -0.051713 -0.051713 -0.11699 -0.46646 -0.71714 -0.82936 -0.75963 -0.6753 -0.48446 -0.27326 -0.04639 0.1941 0.31924 0.44766 0.71492 0.85436 0.96984 0.99691 0.99969 1.3 More Dense Param Results Define Frames
Define the matrix dimensions names and dimension vector values. Probability mass matrixes, Policy and Value Functions share the same ND dimensional structure.
% Grids:
age_grid = 18:100;
agrid = mp_params('agrid')';
eta_H_grid = mp_params('eta_H_grid')';
eta_S_grid = mp_params('eta_S_grid')';
ar_st_eta_HS_grid = string(cellstr([num2str(eta_H_grid', 'hz=%3.2f;'), num2str(eta_S_grid', 'wz=%3.2f')]));
edu_grid = [0,1];
marry_grid = [0,1];
kids_grid = (1:1:mp_params('n_kidsgrid'))';
% NaN(n_jgrid,n_agrid,n_etagrid,n_educgrid,n_marriedgrid,n_kidsgrid);
cl_mp_datasetdesc = {};
cl_mp_datasetdesc{1} = containers.Map({'name', 'labval'}, {'age', age_grid});
cl_mp_datasetdesc{2} = containers.Map({'name', 'labval'}, {'savings', agrid});
cl_mp_datasetdesc{3} = containers.Map({'name', 'labval'}, {'eta', 1:length(eta_H_grid)});
cl_mp_datasetdesc{4} = containers.Map({'name', 'labval'}, {'edu', edu_grid});
cl_mp_datasetdesc{5} = containers.Map({'name', 'labval'}, {'marry', marry_grid});
cl_mp_datasetdesc{6} = containers.Map({'name', 'labval'}, {'kids', kids_grid});1.4 Analyze Probability Mass Along Age Dimensions
Where are the mass at? Analyze mass given state space components.
% Get the Joint distribution over all states
% Define Graph Inputs
mp_support_graph = containers.Map('KeyType', 'char', 'ValueType', 'any');
mp_support_graph('st_legend_loc') = 'best';
mp_support_graph('bl_graph_logy') = false; % do not logExogenous Permanent States Mass: Life Cycle, Edu and Marraige
Tabulate value and policies along savings and shocks:
% NaN(n_jgrid,n_agrid,n_etagrid,n_educgrid,n_marriedgrid,n_kidsgrid);
ar_permute = [2,3,6,1,5,4];
% Value Function
tb_prob_aem = ff_summ_nd_array("P(Age, EDU, MARRY))", Phi_true, true, ["sum"], 3, 1, cl_mp_datasetdesc, ar_permute);
xxx P(Age, EDU, MARRY)) xxxxxxxxxxxxxxxxxxxxxxxxxxx
group marry edu sum_age_18 sum_age_19 sum_age_20 sum_age_21 sum_age_22 sum_age_23 sum_age_24 sum_age_25 sum_age_26 sum_age_27 sum_age_28 sum_age_29 sum_age_30 sum_age_31 sum_age_32 sum_age_33 sum_age_34 sum_age_35 sum_age_36 sum_age_37 sum_age_38 sum_age_39 sum_age_40 sum_age_41 sum_age_42 sum_age_43 sum_age_44 sum_age_45 sum_age_46 sum_age_47 sum_age_48 sum_age_49 sum_age_50 sum_age_51 sum_age_52 sum_age_53 sum_age_54 sum_age_55 sum_age_56 sum_age_57 sum_age_58 sum_age_59 sum_age_60 sum_age_61 sum_age_62 sum_age_63 sum_age_64 sum_age_65 sum_age_66 sum_age_67 sum_age_68 sum_age_69 sum_age_70 sum_age_71 sum_age_72 sum_age_73 sum_age_74 sum_age_75 sum_age_76 sum_age_77 sum_age_78 sum_age_79 sum_age_80 sum_age_81 sum_age_82 sum_age_83 sum_age_84 sum_age_85 sum_age_86 sum_age_87 sum_age_88 sum_age_89 sum_age_90 sum_age_91 sum_age_92 sum_age_93 sum_age_94 sum_age_95 sum_age_96 sum_age_97 sum_age_98 sum_age_99 sum_age_100
_____ _____ ___ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ ___________
1 0 0 0.0085768 0.0084866 0.0083969 0.0083078 0.0082194 0.0081317 0.008045 0.0079593 0.0078747 0.0077911 0.0077085 0.0076266 0.0075453 0.0074646 0.0073844 0.0073046 0.0072252 0.0071459 0.0070668 0.0069879 0.0069091 0.0068303 0.0067514 0.0066726 0.0065937 0.0065147 0.0064357 0.0063567 0.0062776 0.0061983 0.0061189 0.0060396 0.0059603 0.005881 0.0058016 0.0057216 0.0056408 0.0055589 0.0054756 0.0053908 0.0053043 0.0052161 0.0051259 0.0050335 0.0049387 0.0048411 0.0047406 0.0046367 0.0045292 0.004418 0.004303 0.0041845 0.0040623 0.0039361 0.0038056 0.0036711 0.0035334 0.0033925 0.0032478 0.0030988 0.0029455 0.0027884 0.0026273 0.0024621 0.002293 0.0021201 0.001944 0.0017658 0.0015869 0.0014094 0.0012354 0.0010674 0.00090778 0.00075865 0.00062207 0.00049952 0.00039211 0.00030029 0.00022417 0.00016302 0.00011555 7.9822e-05 5.3851e-05
2 1 0 0.0066438 0.0065739 0.0065044 0.0064354 0.0063669 0.006299 0.0062318 0.0061654 0.0060999 0.0060352 0.0059712 0.0059078 0.0058448 0.0057823 0.0057201 0.0056583 0.0055968 0.0055354 0.0054741 0.005413 0.0053519 0.0052909 0.0052298 0.0051687 0.0051076 0.0050465 0.0049853 0.0049241 0.0048627 0.0048013 0.0047398 0.0046784 0.004617 0.0045556 0.004494 0.0044321 0.0043695 0.004306 0.0042415 0.0041758 0.0041089 0.0040405 0.0039706 0.0038991 0.0038256 0.00375 0.0036721 0.0035917 0.0035084 0.0034223 0.0033332 0.0032414 0.0031468 0.003049 0.0029479 0.0028437 0.002737 0.0026279 0.0025158 0.0024004 0.0022817 0.0021599 0.0020351 0.0019072 0.0017762 0.0016423 0.0015059 0.0013678 0.0012292 0.0010917 0.00095698 0.00082686 0.00070319 0.00058766 0.00048187 0.00038694 0.00030374 0.00023261 0.00017365 0.00012628 8.9507e-05 6.1832e-05 4.1714e-05
3 0 1 0.0028875 0.0028571 0.002827 0.002797 0.0027672 0.0027377 0.0027085 0.0026796 0.0026511 0.002623 0.0025952 0.0025676 0.0025403 0.0025131 0.0024861 0.0024592 0.0024325 0.0024058 0.0023792 0.0023526 0.0023261 0.0022995 0.002273 0.0022464 0.0022199 0.0021933 0.0021667 0.0021401 0.0021134 0.0020868 0.00206 0.0020333 0.0020066 0.00198 0.0019532 0.0019263 0.0018991 0.0018715 0.0018435 0.0018149 0.0017858 0.0017561 0.0017257 0.0016946 0.0016627 0.0016298 0.001596 0.001561 0.0015248 0.0014874 0.0014487 0.0014088 0.0013676 0.0013252 0.0012812 0.001236 0.0011896 0.0011421 0.0010934 0.0010433 0.00099167 0.00093875 0.00088452 0.00082891 0.00077197 0.00071377 0.00065448 0.00059448 0.00053425 0.00047448 0.00041592 0.00035937 0.00030562 0.00025541 0.00020943 0.00016817 0.00013201 0.0001011 7.5472e-05 5.4885e-05 3.8901e-05 2.6873e-05 1.813e-05
4 1 1 0.0037292 0.0036899 0.0036509 0.0036122 0.0035738 0.0035356 0.0034979 0.0034607 0.0034239 0.0033876 0.0033516 0.003316 0.0032807 0.0032456 0.0032107 0.003176 0.0031415 0.003107 0.0030726 0.0030383 0.003004 0.0029698 0.0029355 0.0029012 0.0028669 0.0028326 0.0027982 0.0027639 0.0027295 0.002695 0.0026605 0.002626 0.0025915 0.0025571 0.0025225 0.0024877 0.0024526 0.002417 0.0023808 0.0023439 0.0023063 0.0022679 0.0022287 0.0021886 0.0021473 0.0021049 0.0020612 0.002016 0.0019693 0.0019209 0.0018709 0.0018194 0.0017663 0.0017114 0.0016547 0.0015962 0.0015363 0.0014751 0.0014122 0.0013474 0.0012807 0.0012124 0.0011423 0.0010705 0.00099699 0.00092182 0.00084525 0.00076776 0.00068997 0.00061278 0.00053716 0.00046412 0.0003947 0.00032986 0.00027047 0.00021719 0.00017049 0.00013057 9.747e-05 7.0882e-05 5.024e-05 3.4706e-05 2.3414e-05
mp_support_graph('cl_st_graph_title') = {'Pstationary(Age, Edu, Marry), age=x, marry/edu=color'};
mp_support_graph('cl_st_ytitle') = {'Conditional Aggregate Mass'};
ar_row_grid = ["M0E0", "M1E0", "M0E1", "M1E1"];
mp_support_graph('cl_st_xtitle') = {'Age Groups'};
mp_support_graph('cl_scatter_shapes') = {'*', '*', 'p', 'p' };
mp_support_graph('cl_colors') = {'red', 'blue', 'red', 'blue'};
ff_graph_grid((tb_prob_aem{1:end, 4:end}), ar_row_grid, age_grid, mp_support_graph);
Kids and Marry By Age Mass
% NaN(n_jgrid,n_agrid,n_etagrid,n_educgrid,n_marriedgrid,n_kidsgrid);
ar_permute = [2,3,4,1,6,5];
% Value Function
tb_prob_amarrykids = ff_summ_nd_array("P(Age, Kids, Marry))", Phi_true, true, ["sum"], 3, 1, cl_mp_datasetdesc, ar_permute);
xxx P(Age, Kids, Marry)) xxxxxxxxxxxxxxxxxxxxxxxxxxx
group kids marry sum_age_18 sum_age_19 sum_age_20 sum_age_21 sum_age_22 sum_age_23 sum_age_24 sum_age_25 sum_age_26 sum_age_27 sum_age_28 sum_age_29 sum_age_30 sum_age_31 sum_age_32 sum_age_33 sum_age_34 sum_age_35 sum_age_36 sum_age_37 sum_age_38 sum_age_39 sum_age_40 sum_age_41 sum_age_42 sum_age_43 sum_age_44 sum_age_45 sum_age_46 sum_age_47 sum_age_48 sum_age_49 sum_age_50 sum_age_51 sum_age_52 sum_age_53 sum_age_54 sum_age_55 sum_age_56 sum_age_57 sum_age_58 sum_age_59 sum_age_60 sum_age_61 sum_age_62 sum_age_63 sum_age_64 sum_age_65 sum_age_66 sum_age_67 sum_age_68 sum_age_69 sum_age_70 sum_age_71 sum_age_72 sum_age_73 sum_age_74 sum_age_75 sum_age_76 sum_age_77 sum_age_78 sum_age_79 sum_age_80 sum_age_81 sum_age_82 sum_age_83 sum_age_84 sum_age_85 sum_age_86 sum_age_87 sum_age_88 sum_age_89 sum_age_90 sum_age_91 sum_age_92 sum_age_93 sum_age_94 sum_age_95 sum_age_96 sum_age_97 sum_age_98 sum_age_99 sum_age_100
_____ ____ _____ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ ___________
1 1 0 0.0091249 0.0080278 0.0071652 0.0064765 0.0059205 0.0054683 0.0050992 0.0047982 0.0045538 0.0043571 0.0042017 0.0040823 0.0039948 0.0039361 0.0039038 0.003896 0.0039111 0.0039475 0.0040043 0.0040801 0.0041738 0.0042841 0.0044094 0.0045482 0.0046984 0.0048579 0.005024 0.005194 0.0053649 0.0055336 0.0056969 0.005852 0.0059958 0.0061259 0.0062398 0.0063356 0.0064118 0.0064673 0.006502 0.006516 0.0065102 0.0064856 0.0064435 0.0063855 0.0063128 0.0062269 0.0061288 0.0060196 0.0059003 0.0057716 0.0056346 0.00549 0.0053385 0.00518 0.0050143 0.0048422 0.0046649 0.0044826 0.0042946 0.0041003 0.0038999 0.0036939 0.0034822 0.0032648 0.0030419 0.0028137 0.0025809 0.0023451 0.0021082 0.0018729 0.0016422 0.0014192 0.0012073 0.0010091 0.00082763 0.00066472 0.00052188 0.00039974 0.00029846 0.00021708 0.00015388 0.00010632 7.1735e-05
2 2 0 0.0013699 0.0019743 0.0022187 0.0022858 0.0022687 0.0022149 0.0021488 0.0020826 0.0020221 0.0019698 0.0019262 0.0018912 0.0018639 0.0018432 0.001828 0.001817 0.0018088 0.0018021 0.0017953 0.0017872 0.0017761 0.0017607 0.0017398 0.0017121 0.0016767 0.0016329 0.0015803 0.0015189 0.0014488 0.001371 0.0012865 0.0011966 0.0011031 0.0010078 0.00091243 0.00081885 0.00072867 0.00064334 0.00056398 0.0004914 0.00042609 0.00036819 0.00031754 0.00027377 0.00023632 0.00020452 0.00017765 0.00015502 0.00013593 0.0001198 0.00010608 9.4348e-05 8.4219e-05 7.539e-05 6.7618e-05 6.0726e-05 5.4578e-05 4.906e-05 4.4073e-05 3.9538e-05 3.5401e-05 3.1618e-05 2.8151e-05 2.4964e-05 2.2031e-05 1.9327e-05 1.6836e-05 1.4546e-05 1.2448e-05 1.054e-05 8.819e-06 7.2808e-06 5.9228e-06 4.7396e-06 3.7252e-06 2.8702e-06 2.1639e-06 1.5932e-06 1.1445e-06 8.0168e-07 5.4782e-07 3.6518e-07 2.3794e-07
3 3 0 0.00071266 0.00098425 0.0013537 0.0016929 0.0019639 0.0021645 0.0023045 0.002396 0.0024505 0.0024771 0.0024825 0.002472 0.0024489 0.0024157 0.0023739 0.0023244 0.0022677 0.0022039 0.0021329 0.0020548 0.0019696 0.0018774 0.0017784 0.0016733 0.0015627 0.0014478 0.0013298 0.0012103 0.0010908 0.00097299 0.00085865 0.00074936 0.00064652 0.00055129 0.0004645 0.00038669 0.00031806 0.00025852 0.00020774 0.00016513 0.00012995 0.00010137 7.8512e-05 6.0485e-05 4.6456e-05 3.5667e-05 2.7452e-05 2.1243e-05 1.6572e-05 1.3063e-05 1.0422e-05 8.4212e-06 6.8911e-06 5.7052e-06 4.7717e-06 4.0255e-06 3.42e-06 2.9217e-06 2.5055e-06 2.1536e-06 1.8533e-06 1.5952e-06 1.372e-06 1.1777e-06 1.0079e-06 8.5899e-07 7.2804e-07 6.129e-07 5.1179e-07 4.2338e-07 3.4649e-07 2.8013e-07 2.234e-07 1.7543e-07 1.3544e-07 1.0259e-07 7.6111e-08 5.5185e-08 3.907e-08 2.6991e-08 1.8203e-08 1.1984e-08 7.7162e-09
4 4 0 0.00020622 0.00027865 0.00037326 0.00049476 0.00062818 0.00075864 0.00087609 0.00097519 0.001054 0.0011127 0.0011526 0.0011754 0.0011829 0.001177 0.0011594 0.0011314 0.0010943 0.0010493 0.0009976 0.00094019 0.00087821 0.00081277 0.00074503 0.00067615 0.0006073 0.00053959 0.00047408 0.00041169 0.00035323 0.00029933 0.00025042 0.00020679 0.00016848 0.00013541 0.00010733 8.3886e-05 6.4637e-05 4.91e-05 3.6772e-05 2.7157e-05 1.9785e-05 1.4228e-05 1.0108e-05 7.1028e-06 4.9444e-06 3.4171e-06 2.3509e-06 1.6155e-06 1.1133e-06 7.7297e-07 5.432e-07 3.8807e-07 2.828e-07 2.1058e-07 1.6024e-07 1.2445e-07 9.8413e-08 7.9013e-08 6.4195e-08 5.2617e-08 4.3403e-08 3.5958e-08 2.9864e-08 2.4824e-08 2.062e-08 1.709e-08 1.4112e-08 1.1593e-08 9.4599e-09 7.6577e-09 6.1402e-09 4.8694e-09 3.8131e-09 2.9433e-09 2.2357e-09 1.6677e-09 1.2194e-09 8.7204e-10 6.0942e-10 4.1586e-10 2.772e-10 1.8049e-10 1.15e-10
5 5 0 5.0761e-05 7.8715e-05 0.000113 0.00015485 0.00020534 0.00026306 0.00032482 0.00038683 0.00044539 0.00049743 0.00054062 0.00057347 0.00059519 0.00060569 0.00060535 0.00059499 0.00057573 0.00054888 0.0005159 0.00047826 0.00043744 0.00039484 0.00035174 0.00030926 0.00026837 0.00022984 0.00019424 0.00016196 0.00013322 0.00010807 8.6459e-05 6.8194e-05 5.3021e-05 4.0627e-05 3.0674e-05 2.2814e-05 1.6713e-05 1.2057e-05 8.5642e-06 5.9899e-06 4.1251e-06 2.7977e-06 1.8691e-06 1.2306e-06 7.9893e-07 5.1197e-07 3.2426e-07 2.0338e-07 1.2665e-07 7.8586e-08 4.8812e-08 3.0525e-08 1.9346e-08 1.2509e-08 8.3021e-09 5.6801e-09 4.0129e-09 2.9238e-09 2.1888e-09 1.6753e-09 1.3046e-09 1.029e-09 8.1896e-10 6.5555e-10 5.2638e-10 4.23e-10 3.3949e-10 2.7163e-10 2.1628e-10 1.711e-10 1.3427e-10 1.0435e-10 8.0176e-11 6.0789e-11 4.5401e-11 3.3332e-11 2.4007e-11 1.6927e-11 1.1671e-11 7.8635e-12 5.179e-12 3.3338e-12 2.1014e-12
6 1 1 0.0055624 0.0046679 0.0039774 0.0034368 0.0030088 0.0026667 0.0023914 0.0021689 0.0019887 0.0018427 0.0017251 0.0016312 0.0015577 0.0015019 0.0014618 0.0014362 0.0014241 0.0014246 0.0014377 0.001463 0.0015008 0.0015511 0.0016143 0.0016908 0.0017809 0.001885 0.002003 0.0021351 0.002281 0.0024399 0.002611 0.002793 0.002984 0.0031819 0.003384 0.003587 0.0037877 0.0039825 0.0041678 0.0043401 0.0044964 0.004634 0.0047507 0.0048449 0.0049154 0.0049617 0.0049839 0.0049824 0.0049584 0.0049131 0.0048484 0.0047663 0.0046686 0.0045568 0.0044319 0.004296 0.0041511 0.0039984 0.0038379 0.0036698 0.0034946 0.0033132 0.0031259 0.0029327 0.002734 0.0025302 0.0023218 0.0021105 0.0018979 0.0016866 0.0014793 0.0012788 0.001088 0.00090966 0.00074619 0.00059942 0.00047069 0.00036059 0.00026926 0.00019587 0.00013887 9.5953e-05 6.4748e-05
7 2 1 0.0027682 0.0025539 0.0023005 0.0020611 0.0018525 0.0016773 0.001533 0.0014158 0.0013217 0.0012472 0.0011893 0.0011456 0.0011143 0.0010937 0.0010827 0.0010803 0.0010855 0.0010977 0.0011161 0.0011401 0.0011689 0.0012017 0.0012376 0.0012756 0.0013143 0.0013524 0.0013886 0.001421 0.0014482 0.0014684 0.0014801 0.001482 0.001473 0.0014524 0.0014198 0.0013752 0.0013193 0.0012529 0.0011777 0.0010954 0.0010082 0.00091823 0.00082772 0.00073874 0.00065311 0.00057235 0.00049762 0.00042968 0.00036894 0.00031546 0.00026904 0.00022925 0.00019547 0.00016702 0.00014315 0.00012319 0.00010651 9.2518e-05 8.0695e-05 7.0606e-05 6.1917e-05 5.436e-05 4.772e-05 4.1827e-05 3.6555e-05 3.1807e-05 2.7512e-05 2.3622e-05 2.0104e-05 1.6937e-05 1.4105e-05 1.1594e-05 9.3928e-06 7.4871e-06 5.8628e-06 4.5011e-06 3.382e-06 2.4818e-06 1.7773e-06 1.2411e-06 8.4565e-07 5.6213e-07 3.6529e-07
8 3 1 0.0014982 0.0021823 0.0025943 0.0028096 0.002896 0.0029031 0.0028647 0.0028027 0.0027309 0.0026577 0.002588 0.0025245 0.0024687 0.002421 0.0023812 0.0023486 0.0023224 0.0023014 0.0022844 0.0022697 0.0022557 0.0022408 0.0022231 0.0022009 0.0021726 0.0021364 0.0020913 0.0020361 0.0019701 0.0018931 0.0018054 0.0017077 0.0016012 0.0014872 0.0013678 0.0012449 0.0011207 0.00099757 0.00087765 0.00076294 0.00065518 0.00055572 0.00046552 0.00038514 0.00031472 0.00025407 0.0002027 0.00015992 0.00012486 9.6581e-05 7.4118e-05 5.6534e-05 4.2952e-05 3.2581e-05 2.4741e-05 1.8864e-05 1.4482e-05 1.1223e-05 8.7917e-06 6.9665e-06 5.5832e-06 4.5215e-06 3.6937e-06 3.0369e-06 2.5068e-06 2.0722e-06 1.7111e-06 1.4082e-06 1.1525e-06 9.3629e-07 7.5366e-07 6.0003e-07 4.7168e-07 3.6541e-07 2.7851e-07 2.0841e-07 1.5282e-07 1.0958e-07 7.676e-08 5.2493e-08 3.5059e-08 2.2867e-08 1.4593e-08
9 4 1 0.00041197 0.00064648 0.00095224 0.0012491 0.0015009 0.0016975 0.0018418 0.0019421 0.0020076 0.0020468 0.0020667 0.0020726 0.0020682 0.002056 0.0020378 0.0020142 0.0019854 0.0019514 0.0019116 0.0018658 0.0018134 0.0017541 0.0016876 0.0016141 0.0015338 0.0014473 0.0013554 0.0012592 0.0011597 0.0010585 0.00095706 0.0008568 0.0007592 0.0006656 0.00057712 0.00049471 0.0004191 0.00035076 0.00028993 0.00023662 0.00019062 0.00015156 0.00011891 9.2043e-05 7.0285e-05 5.2946e-05 3.9346e-05 2.8849e-05 2.0876e-05 1.4915e-05 1.0529e-05 7.3519e-06 5.0838e-06 3.4874e-06 2.3784e-06 1.6175e-06 1.101e-06 7.5308e-07 5.1981e-07 3.6353e-07 2.5849e-07 1.8732e-07 1.3842e-07 1.0417e-07 7.9634e-08 6.1613e-08 4.8051e-08 3.7627e-08 2.9477e-08 2.3029e-08 1.7893e-08 1.3791e-08 1.0521e-08 7.9264e-09 5.8853e-09 4.2971e-09 3.0787e-09 2.1598e-09 1.4819e-09 9.9378e-10 6.5153e-10 4.1754e-10 2.6207e-10
10 5 1 0.00013221 0.0002132 0.00033097 0.00049097 0.00068255 0.0008901 0.0010988 0.0012966 0.001475 0.0016284 0.0017538 0.0018498 0.0019166 0.0019552 0.0019673 0.0019551 0.0019209 0.0018673 0.001797 0.0017127 0.0016172 0.001513 0.0014026 0.0012885 0.0011729 0.0010579 0.00094522 0.00083658 0.00073327 0.00063638 0.00054672 0.00046486 0.00039109 0.00032548 0.00026787 0.00021795 0.00017526 0.00013924 0.00010927 8.4666e-05 6.4764e-05 4.8893e-05 3.6422e-05 2.6765e-05 1.9399e-05 1.3864e-05 9.7695e-06 6.7866e-06 4.6473e-06 3.1372e-06 2.0881e-06 1.3708e-06 8.8795e-07 5.6791e-07 3.5896e-07 2.2457e-07 1.3936e-07 8.6019e-08 5.2993e-08 3.2726e-08 2.0369e-08 1.2856e-08 8.2767e-09 5.4599e-09 3.6997e-09 2.5742e-09 1.8336e-09 1.3306e-09 9.7818e-10 7.2443e-10 5.3774e-10 3.9833e-10 2.9336e-10 2.1411e-10 1.5443e-10 1.0977e-10 7.6711e-11 5.2574e-11 3.5293e-11 2.3185e-11 1.4908e-11 9.3809e-12 5.7868e-12
mp_support_graph('cl_st_graph_title') = {'Pstationary(Age, Kids, Marry), age=x, kids/marry=color'};
mp_support_graph('cl_st_ytitle') = {'Conditional Aggregate Mass'};
ar_row_grid = [...
"k0M0", "K1M0", "K2M0", "K3M0", "K4M0", ...
"k0M1", "K1M1", "K2M1", "K3M1", "K4M1"];
mp_support_graph('cl_scatter_shapes') = {...
'o', 'd' ,'s', 'x', '*', ...
'o', 'd', 's', 'x', '*'};
mp_support_graph('cl_colors') = {...
'red', 'red', 'red', 'red', 'red'...
'blue', 'blue', 'blue', 'blue', 'blue'};
mp_support_graph('cl_st_xtitle') = {'Age Groups'};
ff_graph_grid((tb_prob_amarrykids{1:end, 4:end}), ar_row_grid, age_grid, mp_support_graph);
1.5 Analyze Probability Mass Asset and Shock Dimensions
Where are the mass at?
% Define Graph Inputs
mp_support_graph = containers.Map('KeyType', 'char', 'ValueType', 'any');
mp_support_graph('st_legend_loc') = 'best';
mp_support_graph('bl_graph_logy') = false; % do not logAsset and Shock Mass
% NaN(n_jgrid,n_agrid,n_etagrid,n_educgrid,n_marriedgrid,n_kidsgrid);
ar_permute = [1,4,5,6,3,2];
% Value Function
tb_prob_az = ff_summ_nd_array("P(A,Z))", Phi_true, true, ["sum"], 4, 1, cl_mp_datasetdesc, ar_permute);
xxx P(A,Z)) xxxxxxxxxxxxxxxxxxxxxxxxxxx
group savings sum_eta_1 sum_eta_2 sum_eta_3 sum_eta_4 sum_eta_5 sum_eta_6 sum_eta_7 sum_eta_8 sum_eta_9 sum_eta_10 sum_eta_11 sum_eta_12 sum_eta_13 sum_eta_14 sum_eta_15 sum_eta_16 sum_eta_17 sum_eta_18 sum_eta_19 sum_eta_20 sum_eta_21 sum_eta_22 sum_eta_23 sum_eta_24 sum_eta_25 sum_eta_26 sum_eta_27 sum_eta_28 sum_eta_29 sum_eta_30 sum_eta_31 sum_eta_32 sum_eta_33 sum_eta_34 sum_eta_35 sum_eta_36 sum_eta_37 sum_eta_38 sum_eta_39 sum_eta_40 sum_eta_41 sum_eta_42 sum_eta_43 sum_eta_44 sum_eta_45 sum_eta_46 sum_eta_47 sum_eta_48 sum_eta_49 sum_eta_50 sum_eta_51 sum_eta_52 sum_eta_53 sum_eta_54 sum_eta_55 sum_eta_56 sum_eta_57 sum_eta_58 sum_eta_59 sum_eta_60 sum_eta_61 sum_eta_62 sum_eta_63 sum_eta_64 sum_eta_65 sum_eta_66 sum_eta_67 sum_eta_68 sum_eta_69 sum_eta_70 sum_eta_71 sum_eta_72 sum_eta_73 sum_eta_74 sum_eta_75 sum_eta_76 sum_eta_77 sum_eta_78 sum_eta_79 sum_eta_80 sum_eta_81 sum_eta_82 sum_eta_83 sum_eta_84 sum_eta_85 sum_eta_86 sum_eta_87 sum_eta_88 sum_eta_89 sum_eta_90 sum_eta_91 sum_eta_92 sum_eta_93 sum_eta_94 sum_eta_95 sum_eta_96 sum_eta_97 sum_eta_98 sum_eta_99 sum_eta_100 sum_eta_101 sum_eta_102 sum_eta_103 sum_eta_104 sum_eta_105 sum_eta_106 sum_eta_107 sum_eta_108 sum_eta_109 sum_eta_110 sum_eta_111 sum_eta_112 sum_eta_113 sum_eta_114 sum_eta_115 sum_eta_116 sum_eta_117 sum_eta_118 sum_eta_119 sum_eta_120 sum_eta_121 sum_eta_122 sum_eta_123 sum_eta_124 sum_eta_125 sum_eta_126 sum_eta_127 sum_eta_128 sum_eta_129 sum_eta_130 sum_eta_131 sum_eta_132 sum_eta_133 sum_eta_134 sum_eta_135 sum_eta_136 sum_eta_137 sum_eta_138 sum_eta_139 sum_eta_140 sum_eta_141 sum_eta_142 sum_eta_143 sum_eta_144 sum_eta_145 sum_eta_146 sum_eta_147 sum_eta_148 sum_eta_149 sum_eta_150 sum_eta_151 sum_eta_152 sum_eta_153 sum_eta_154 sum_eta_155 sum_eta_156 sum_eta_157 sum_eta_158 sum_eta_159 sum_eta_160 sum_eta_161 sum_eta_162 sum_eta_163 sum_eta_164 sum_eta_165 sum_eta_166 sum_eta_167 sum_eta_168 sum_eta_169 sum_eta_170 sum_eta_171 sum_eta_172 sum_eta_173 sum_eta_174 sum_eta_175 sum_eta_176 sum_eta_177 sum_eta_178 sum_eta_179 sum_eta_180 sum_eta_181 sum_eta_182 sum_eta_183 sum_eta_184 sum_eta_185 sum_eta_186 sum_eta_187 sum_eta_188 sum_eta_189 sum_eta_190 sum_eta_191 sum_eta_192 sum_eta_193 sum_eta_194 sum_eta_195 sum_eta_196 sum_eta_197 sum_eta_198 sum_eta_199 sum_eta_200 sum_eta_201 sum_eta_202 sum_eta_203 sum_eta_204 sum_eta_205 sum_eta_206 sum_eta_207 sum_eta_208 sum_eta_209 sum_eta_210 sum_eta_211 sum_eta_212 sum_eta_213 sum_eta_214 sum_eta_215 sum_eta_216 sum_eta_217 sum_eta_218 sum_eta_219 sum_eta_220 sum_eta_221 sum_eta_222 sum_eta_223 sum_eta_224 sum_eta_225 sum_eta_226 sum_eta_227 sum_eta_228 sum_eta_229 sum_eta_230 sum_eta_231 sum_eta_232 sum_eta_233 sum_eta_234 sum_eta_235 sum_eta_236 sum_eta_237 sum_eta_238 sum_eta_239 sum_eta_240 sum_eta_241 sum_eta_242 sum_eta_243 sum_eta_244 sum_eta_245 sum_eta_246 sum_eta_247 sum_eta_248 sum_eta_249 sum_eta_250 sum_eta_251 sum_eta_252 sum_eta_253 sum_eta_254 sum_eta_255 sum_eta_256 sum_eta_257 sum_eta_258 sum_eta_259 sum_eta_260 sum_eta_261 sum_eta_262 sum_eta_263 sum_eta_264 sum_eta_265 sum_eta_266 sum_eta_267 sum_eta_268 sum_eta_269 sum_eta_270 sum_eta_271 sum_eta_272 sum_eta_273 sum_eta_274 sum_eta_275 sum_eta_276 sum_eta_277 sum_eta_278 sum_eta_279 sum_eta_280 sum_eta_281 sum_eta_282 sum_eta_283 sum_eta_284 sum_eta_285 sum_eta_286 sum_eta_287 sum_eta_288 sum_eta_289 sum_eta_290 sum_eta_291 sum_eta_292 sum_eta_293 sum_eta_294 sum_eta_295 sum_eta_296 sum_eta_297 sum_eta_298 sum_eta_299 sum_eta_300 sum_eta_301 sum_eta_302 sum_eta_303 sum_eta_304 sum_eta_305 sum_eta_306 sum_eta_307 sum_eta_308 sum_eta_309 sum_eta_310 sum_eta_311 sum_eta_312 sum_eta_313 sum_eta_314 sum_eta_315 sum_eta_316 sum_eta_317 sum_eta_318 sum_eta_319 sum_eta_320 sum_eta_321 sum_eta_322 sum_eta_323 sum_eta_324 sum_eta_325 sum_eta_326 sum_eta_327 sum_eta_328 sum_eta_329 sum_eta_330 sum_eta_331 sum_eta_332 sum_eta_333 sum_eta_334 sum_eta_335 sum_eta_336 sum_eta_337 sum_eta_338 sum_eta_339 sum_eta_340 sum_eta_341 sum_eta_342 sum_eta_343 sum_eta_344 sum_eta_345 sum_eta_346 sum_eta_347 sum_eta_348 sum_eta_349 sum_eta_350 sum_eta_351 sum_eta_352 sum_eta_353 sum_eta_354 sum_eta_355 sum_eta_356 sum_eta_357 sum_eta_358 sum_eta_359 sum_eta_360 sum_eta_361 sum_eta_362 sum_eta_363 sum_eta_364 sum_eta_365 sum_eta_366 sum_eta_367 sum_eta_368 sum_eta_369 sum_eta_370 sum_eta_371 sum_eta_372 sum_eta_373 sum_eta_374 sum_eta_375 sum_eta_376 sum_eta_377 sum_eta_378 sum_eta_379 sum_eta_380 sum_eta_381 sum_eta_382 sum_eta_383 sum_eta_384 sum_eta_385 sum_eta_386 sum_eta_387 sum_eta_388 sum_eta_389 sum_eta_390 sum_eta_391 sum_eta_392 sum_eta_393 sum_eta_394 sum_eta_395 sum_eta_396 sum_eta_397 sum_eta_398 sum_eta_399 sum_eta_400 sum_eta_401 sum_eta_402 sum_eta_403 sum_eta_404 sum_eta_405
_____ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________ ___________
1 0 1.6729e-07 1.4316e-07 2.1759e-07 3.1665e-07 4.509e-07 6.3359e-07 8.7976e-07 1.2066e-06 1.6343e-06 2.1865e-06 2.8906e-06 3.7767e-06 4.8743e-06 6.2071e-06 7.7877e-06 9.615e-06 1.168e-05 1.398e-05 1.6526e-05 1.9346e-05 2.2468e-05 2.5904e-05 2.9642e-05 3.3643e-05 3.7836e-05 4.2121e-05 4.6362e-05 5.0396e-05 5.4046e-05 5.7133e-05 5.949e-05 6.0989e-05 6.1568e-05 6.1248e-05 6.0128e-05 5.8352e-05 5.6063e-05 5.3373e-05 5.0362e-05 4.7093e-05 4.3634e-05 4.007e-05 3.6503e-05 3.3026e-05 2.9712e-05 2.6601e-05 2.3705e-05 2.1015e-05 1.8512e-05 1.6185e-05 1.4035e-05 1.207e-05 1.0294e-05 8.7022e-06 7.286e-06 6.0361e-06 4.9439e-06 4.0024e-06 3.2048e-06 2.543e-06 2.0042e-06 1.5714e-06 1.2256e-06 9.5009e-07 7.3124e-07 5.5861e-07 4.2377e-07 3.1953e-07 2.3963e-07 1.7876e-07 1.3258e-07 9.7686e-08 7.144e-08 5.1817e-08 3.7253e-08 2.6539e-08 1.8732e-08 1.3073e-08 8.9415e-09 5.8628e-09 6.8283e-09 2.9341e-06 2.5108e-06 3.8163e-06 5.5537e-06 7.9083e-06 1.1112e-05 1.543e-05 2.1162e-05 2.8663e-05 3.8348e-05 5.0697e-05 6.6238e-05 8.5489e-05 0.00010887 0.00013659 0.00016864 0.00020486 0.00024519 0.00028984 0.0003393 0.00039405 0.00045432 0.00051989 0.00059006 0.00066361 0.00073875 0.00081313 0.00088388 0.00094791 0.001002 0.0010434 0.0010697 0.0010798 0.0010742 0.0010546 0.0010234 0.00098328 0.0009361 0.0008833 0.00082596 0.00076529 0.00070279 0.00064021 0.00057923 0.00052111 0.00046655 0.00041576 0.00036858 0.00032467 0.00028386 0.00024616 0.0002117 0.00018054 0.00015263 0.00012779 0.00010587 8.6711e-05 7.0197e-05 5.6209e-05 4.4601e-05 3.5152e-05 2.756e-05 2.1496e-05 1.6663e-05 1.2825e-05 9.7973e-06 7.4324e-06 5.6042e-06 4.2029e-06 3.1352e-06 2.3253e-06 1.7133e-06 1.253e-06 9.088e-07 6.5337e-07 4.6547e-07 3.2853e-07 2.2928e-07 1.5682e-07 1.0283e-07 1.1976e-07 7.4822e-06 6.4027e-06 9.7319e-06 1.4162e-05 2.0167e-05 2.8338e-05 3.9348e-05 5.3966e-05 7.3093e-05 9.779e-05 0.00012928 0.00016891 0.000218 0.00027762 0.00034831 0.00043003 0.00052241 0.00062525 0.00073912 0.00086524 0.0010049 0.0011586 0.0013258 0.0015047 0.0016923 0.0018839 0.0020735 0.002254 0.0024172 0.0025553 0.0026607 0.0027278 0.0027537 0.0027394 0.0026893 0.0026098 0.0025074 0.0023871 0.0022525 0.0021063 0.0019515 0.0017922 0.0016326 0.0014771 0.0013289 0.0011897 0.0010602 0.0009399 0.00082795 0.00072386 0.00062772 0.00053985 0.0004604 0.00038921 0.00032587 0.00026997 0.00022112 0.00017901 0.00014334 0.00011374 8.964e-05 7.028e-05 5.4816e-05 4.2493e-05 3.2705e-05 2.4984e-05 1.8953e-05 1.4291e-05 1.0718e-05 7.9951e-06 5.9297e-06 4.369e-06 3.1952e-06 2.3175e-06 1.6661e-06 1.187e-06 8.3779e-07 5.8469e-07 3.9991e-07 2.6222e-07 3.054e-07 2.9341e-06 2.5108e-06 3.8163e-06 5.5537e-06 7.9083e-06 1.1112e-05 1.543e-05 2.1162e-05 2.8663e-05 3.8348e-05 5.0697e-05 6.6238e-05 8.5489e-05 0.00010887 0.00013659 0.00016864 0.00020486 0.00024519 0.00028984 0.0003393 0.00039405 0.00045432 0.00051989 0.00059006 0.00066361 0.00073875 0.00081313 0.00088388 0.00094791 0.001002 0.0010434 0.0010697 0.0010798 0.0010742 0.0010546 0.0010234 0.00098328 0.0009361 0.0008833 0.00082596 0.00076529 0.00070279 0.00064021 0.00057923 0.00052111 0.00046655 0.00041576 0.00036858 0.00032467 0.00028386 0.00024616 0.0002117 0.00018054 0.00015263 0.00012779 0.00010587 8.6711e-05 7.0197e-05 5.6209e-05 4.4601e-05 3.5152e-05 2.756e-05 2.1496e-05 1.6663e-05 1.2825e-05 9.7973e-06 7.4324e-06 5.6042e-06 4.2029e-06 3.1352e-06 2.3253e-06 1.7133e-06 1.253e-06 9.088e-07 6.5337e-07 4.6547e-07 3.2853e-07 2.2928e-07 1.5682e-07 1.0283e-07 1.1976e-07 1.6729e-07 1.4316e-07 2.1759e-07 3.1665e-07 4.509e-07 6.3359e-07 8.7976e-07 1.2066e-06 1.6343e-06 2.1865e-06 2.8906e-06 3.7767e-06 4.8743e-06 6.2071e-06 7.7877e-06 9.615e-06 1.168e-05 1.398e-05 1.6526e-05 1.9346e-05 2.2468e-05 2.5904e-05 2.9642e-05 3.3643e-05 3.7836e-05 4.2121e-05 4.6362e-05 5.0396e-05 5.4046e-05 5.7133e-05 5.949e-05 6.0989e-05 6.1568e-05 6.1248e-05 6.0128e-05 5.8352e-05 5.6063e-05 5.3373e-05 5.0362e-05 4.7093e-05 4.3634e-05 4.007e-05 3.6503e-05 3.3026e-05 2.9712e-05 2.6601e-05 2.3705e-05 2.1015e-05 1.8512e-05 1.6185e-05 1.4035e-05 1.207e-05 1.0294e-05 8.7022e-06 7.286e-06 6.0361e-06 4.9439e-06 4.0024e-06 3.2048e-06 2.543e-06 2.0042e-06 1.5714e-06 1.2256e-06 9.5009e-07 7.3124e-07 5.5861e-07 4.2377e-07 3.1953e-07 2.3963e-07 1.7876e-07 1.3258e-07 9.7686e-08 7.144e-08 5.1817e-08 3.7253e-08 2.6539e-08 1.8732e-08 1.3073e-08 8.9415e-09 5.8628e-09 6.8283e-09
2 0.00051498 3.7493e-10 3.6049e-10 6.2649e-10 1.1273e-09 2.1799e-09 4.4826e-09 9.3748e-09 1.9048e-08 3.6494e-08 6.5059e-08 1.0781e-07 1.6731e-07 2.4645e-07 3.4995e-07 4.8509e-07 6.5935e-07 8.7368e-07 1.115e-06 1.3561e-06 1.5687e-06 1.74e-06 1.8805e-06 2.0158e-06 2.1749e-06 2.3807e-06 2.6447e-06 2.9654e-06 3.3281e-06 3.7079e-06 4.0737e-06 4.3923e-06 4.627e-06 4.7369e-06 4.685e-06 4.459e-06 4.0866e-06 3.6285e-06 3.1529e-06 2.713e-06 2.3392e-06 2.039e-06 1.7973e-06 1.5843e-06 1.3735e-06 1.1565e-06 9.4124e-07 7.4138e-07 5.6616e-07 4.1904e-07 3.0134e-07 2.1438e-07 1.5722e-07 1.2399e-07 1.0519e-07 9.1707e-08 7.8232e-08 6.3757e-08 4.9628e-08 3.7124e-08 2.6599e-08 1.8104e-08 1.1812e-08 7.6411e-09 5.0155e-09 3.2591e-09 2.0008e-09 1.1399e-09 6.2094e-10 3.4399e-10 2.0327e-10 1.2791e-10 8.3103e-11 5.4479e-11 3.5792e-11 2.3571e-11 1.5551e-11 1.0254e-11 6.7318e-12 4.3622e-12 2.7346e-12 3.0288e-12 6.5758e-09 6.3225e-09 1.0988e-08 1.9772e-08 3.8234e-08 7.862e-08 1.6442e-07 3.3407e-07 6.4006e-07 1.1411e-06 1.8908e-06 2.9344e-06 4.3224e-06 6.1376e-06 8.5079e-06 1.1564e-05 1.5323e-05 1.9555e-05 2.3784e-05 2.7513e-05 3.0518e-05 3.2981e-05 3.5355e-05 3.8146e-05 4.1754e-05 4.6384e-05 5.2009e-05 5.8371e-05 6.5032e-05 7.1448e-05 7.7035e-05 8.1153e-05 8.308e-05 8.2169e-05 7.8205e-05 7.1675e-05 6.364e-05 5.5298e-05 4.7582e-05 4.1027e-05 3.5762e-05 3.1522e-05 2.7786e-05 2.409e-05 2.0283e-05 1.6508e-05 1.3003e-05 9.9297e-06 7.3495e-06 5.2852e-06 3.7601e-06 2.7574e-06 2.1747e-06 1.8449e-06 1.6084e-06 1.3721e-06 1.1182e-06 8.7042e-07 6.5112e-07 4.6652e-07 3.1752e-07 2.0717e-07 1.3402e-07 8.7966e-08 5.7161e-08 3.5092e-08 1.9992e-08 1.0891e-08 6.0332e-09 3.5651e-09 2.2433e-09 1.4575e-09 9.555e-10 6.2775e-10 4.134e-10 2.7275e-10 1.7985e-10 1.1807e-10 7.6507e-11 4.7961e-11 5.3121e-11 1.6769e-08 1.6123e-08 2.802e-08 5.0421e-08 9.7499e-08 2.0049e-07 4.1929e-07 8.5191e-07 1.6322e-06 2.9098e-06 4.8217e-06 7.4829e-06 1.1023e-05 1.5652e-05 2.1696e-05 2.949e-05 3.9076e-05 4.9867e-05 6.0652e-05 7.0159e-05 7.7824e-05 8.4105e-05 9.0157e-05 9.7275e-05 0.00010648 0.00011828 0.00013263 0.00014885 0.00016584 0.0001822 0.00019645 0.00020695 0.00021186 0.00020954 0.00019943 0.00018278 0.00016229 0.00014102 0.00012134 0.00010462 9.1197e-05 8.0385e-05 7.0856e-05 6.1432e-05 5.1724e-05 4.2097e-05 3.3158e-05 2.5322e-05 1.8742e-05 1.3478e-05 9.5884e-06 7.0316e-06 5.5456e-06 4.7046e-06 4.1016e-06 3.499e-06 2.8516e-06 2.2196e-06 1.6604e-06 1.1897e-06 8.097e-07 5.2831e-07 3.4175e-07 2.2432e-07 1.4576e-07 8.9487e-08 5.0982e-08 2.7772e-08 1.5385e-08 9.0913e-09 5.7206e-09 3.7168e-09 2.4366e-09 1.6008e-09 1.0542e-09 6.9553e-10 4.5863e-10 3.0108e-10 1.951e-10 1.223e-10 1.3546e-10 6.5758e-09 6.3225e-09 1.0988e-08 1.9772e-08 3.8234e-08 7.862e-08 1.6442e-07 3.3407e-07 6.4006e-07 1.1411e-06 1.8908e-06 2.9344e-06 4.3224e-06 6.1376e-06 8.5079e-06 1.1564e-05 1.5323e-05 1.9555e-05 2.3784e-05 2.7513e-05 3.0518e-05 3.2981e-05 3.5355e-05 3.8146e-05 4.1754e-05 4.6384e-05 5.2009e-05 5.8371e-05 6.5032e-05 7.1448e-05 7.7035e-05 8.1153e-05 8.308e-05 8.2169e-05 7.8205e-05 7.1675e-05 6.364e-05 5.5298e-05 4.7582e-05 4.1027e-05 3.5762e-05 3.1522e-05 2.7786e-05 2.409e-05 2.0283e-05 1.6508e-05 1.3003e-05 9.9297e-06 7.3495e-06 5.2852e-06 3.7601e-06 2.7574e-06 2.1747e-06 1.8449e-06 1.6084e-06 1.3721e-06 1.1182e-06 8.7042e-07 6.5112e-07 4.6652e-07 3.1752e-07 2.0717e-07 1.3402e-07 8.7966e-08 5.7161e-08 3.5092e-08 1.9992e-08 1.0891e-08 6.0332e-09 3.5651e-09 2.2433e-09 1.4575e-09 9.555e-10 6.2775e-10 4.134e-10 2.7275e-10 1.7985e-10 1.1807e-10 7.6507e-11 4.7961e-11 5.3121e-11 3.7493e-10 3.6049e-10 6.2649e-10 1.1273e-09 2.1799e-09 4.4826e-09 9.3748e-09 1.9048e-08 3.6494e-08 6.5059e-08 1.0781e-07 1.6731e-07 2.4645e-07 3.4995e-07 4.8509e-07 6.5935e-07 8.7368e-07 1.115e-06 1.3561e-06 1.5687e-06 1.74e-06 1.8805e-06 2.0158e-06 2.1749e-06 2.3807e-06 2.6447e-06 2.9654e-06 3.3281e-06 3.7079e-06 4.0737e-06 4.3923e-06 4.627e-06 4.7369e-06 4.685e-06 4.459e-06 4.0866e-06 3.6285e-06 3.1529e-06 2.713e-06 2.3392e-06 2.039e-06 1.7973e-06 1.5843e-06 1.3735e-06 1.1565e-06 9.4124e-07 7.4138e-07 5.6616e-07 4.1904e-07 3.0134e-07 2.1438e-07 1.5722e-07 1.2399e-07 1.0519e-07 9.1707e-08 7.8232e-08 6.3757e-08 4.9628e-08 3.7124e-08 2.6599e-08 1.8104e-08 1.1812e-08 7.6411e-09 5.0155e-09 3.2591e-09 2.0008e-09 1.1399e-09 6.2094e-10 3.4399e-10 2.0327e-10 1.2791e-10 8.3103e-11 5.4479e-11 3.5792e-11 2.3571e-11 1.5551e-11 1.0254e-11 6.7318e-12 4.3622e-12 2.7346e-12 3.0288e-12
3 0.0041199 7.5745e-10 6.6694e-10 1.0474e-09 1.5976e-09 2.4182e-09 3.6548e-09 5.5115e-09 8.2833e-09 1.2419e-08 1.8637e-08 2.8149e-08 4.3077e-08 6.7207e-08 1.072e-07 1.7409e-07 2.8413e-07 4.5726e-07 7.1177e-07 1.057e-06 1.4894e-06 1.9971e-06 2.5696e-06 3.2026e-06 3.8959e-06 4.6474e-06 5.4501e-06 6.2904e-06 7.144e-06 7.9727e-06 8.7274e-06 9.3568e-06 9.8177e-06 1.008e-05 1.013e-05 9.9647e-06 9.5959e-06 9.0576e-06 8.4083e-06 7.7169e-06 7.0379e-06 6.3978e-06 5.8003e-06 5.2367e-06 4.6928e-06 4.1531e-06 3.6078e-06 3.0619e-06 2.5361e-06 2.0551e-06 1.6326e-06 1.2685e-06 9.5874e-07 7.0308e-07 5.0363e-07 3.5776e-07 2.5605e-07 1.8597e-07 1.3625e-07 9.8938e-08 6.9768e-08 4.7233e-08 3.0824e-08 1.968e-08 1.2465e-08 7.8837e-09 4.9836e-09 3.138e-09 1.9499e-09 1.1827e-09 6.9912e-10 4.0808e-10 2.3995e-10 1.4409e-10 8.8682e-11 5.5791e-11 3.567e-11 2.3005e-11 1.4851e-11 9.493e-12 5.8851e-12 6.4374e-12 1.3285e-08 1.1697e-08 1.8371e-08 2.8021e-08 4.2412e-08 6.4101e-08 9.6665e-08 1.4528e-07 2.1781e-07 3.2687e-07 4.937e-07 7.5552e-07 1.1787e-06 1.8802e-06 3.0533e-06 4.9833e-06 8.0198e-06 1.2484e-05 1.8538e-05 2.6122e-05 3.5027e-05 4.5067e-05 5.617e-05 6.833e-05 8.151e-05 9.5588e-05 0.00011033 0.0001253 0.00013983 0.00015307 0.00016411 0.00017219 0.0001768 0.00017767 0.00017477 0.0001683 0.00015886 0.00014747 0.00013535 0.00012344 0.00011221 0.00010173 9.1845e-05 8.2306e-05 7.284e-05 6.3276e-05 5.3702e-05 4.448e-05 3.6044e-05 2.8634e-05 2.2249e-05 1.6815e-05 1.2331e-05 8.8331e-06 6.2747e-06 4.4908e-06 3.2617e-06 2.3896e-06 1.7353e-06 1.2236e-06 8.284e-07 5.4062e-07 3.4516e-07 2.1862e-07 1.3827e-07 8.7407e-08 5.5037e-08 3.42e-08 2.0744e-08 1.2262e-08 7.1573e-09 4.2084e-09 2.5272e-09 1.5554e-09 9.7851e-10 6.256e-10 4.0349e-10 2.6048e-10 1.665e-10 1.0322e-10 1.129e-10 3.3877e-08 2.9829e-08 4.6847e-08 7.1455e-08 1.0815e-07 1.6346e-07 2.465e-07 3.7047e-07 5.5543e-07 8.3353e-07 1.259e-06 1.9266e-06 3.0059e-06 4.7946e-06 7.7861e-06 1.2708e-05 2.0451e-05 3.1834e-05 4.7273e-05 6.6612e-05 8.9323e-05 0.00011493 0.00014324 0.00017425 0.00020786 0.00024376 0.00028134 0.00031952 0.00035658 0.00039034 0.00041849 0.0004391 0.00045085 0.00045308 0.00044568 0.00042918 0.0004051 0.00037606 0.00034514 0.00031477 0.00028614 0.00025942 0.00023421 0.00020989 0.00018575 0.00016136 0.00013694 0.00011343 9.1914e-05 7.3018e-05 5.6736e-05 4.288e-05 3.1446e-05 2.2525e-05 1.6001e-05 1.1452e-05 8.3177e-06 6.0938e-06 4.425e-06 3.1204e-06 2.1125e-06 1.3786e-06 8.802e-07 5.575e-07 3.526e-07 2.2289e-07 1.4035e-07 8.7212e-08 5.2898e-08 3.1269e-08 1.8252e-08 1.0732e-08 6.4445e-09 3.9664e-09 2.4953e-09 1.5953e-09 1.0289e-09 6.6424e-10 4.2458e-10 2.6322e-10 2.8791e-10 1.3285e-08 1.1697e-08 1.8371e-08 2.8021e-08 4.2412e-08 6.4101e-08 9.6665e-08 1.4528e-07 2.1781e-07 3.2687e-07 4.937e-07 7.5552e-07 1.1787e-06 1.8802e-06 3.0533e-06 4.9833e-06 8.0198e-06 1.2484e-05 1.8538e-05 2.6122e-05 3.5027e-05 4.5067e-05 5.617e-05 6.833e-05 8.151e-05 9.5588e-05 0.00011033 0.0001253 0.00013983 0.00015307 0.00016411 0.00017219 0.0001768 0.00017767 0.00017477 0.0001683 0.00015886 0.00014747 0.00013535 0.00012344 0.00011221 0.00010173 9.1845e-05 8.2306e-05 7.284e-05 6.3276e-05 5.3702e-05 4.448e-05 3.6044e-05 2.8634e-05 2.2249e-05 1.6815e-05 1.2331e-05 8.8331e-06 6.2747e-06 4.4908e-06 3.2617e-06 2.3896e-06 1.7353e-06 1.2236e-06 8.284e-07 5.4062e-07 3.4516e-07 2.1862e-07 1.3827e-07 8.7407e-08 5.5037e-08 3.42e-08 2.0744e-08 1.2262e-08 7.1573e-09 4.2084e-09 2.5272e-09 1.5554e-09 9.7851e-10 6.256e-10 4.0349e-10 2.6048e-10 1.665e-10 1.0322e-10 1.129e-10 7.5745e-10 6.6694e-10 1.0474e-09 1.5976e-09 2.4182e-09 3.6548e-09 5.5115e-09 8.2833e-09 1.2419e-08 1.8637e-08 2.8149e-08 4.3077e-08 6.7207e-08 1.072e-07 1.7409e-07 2.8413e-07 4.5726e-07 7.1177e-07 1.057e-06 1.4894e-06 1.9971e-06 2.5696e-06 3.2026e-06 3.8959e-06 4.6474e-06 5.4501e-06 6.2904e-06 7.144e-06 7.9727e-06 8.7274e-06 9.3568e-06 9.8177e-06 1.008e-05 1.013e-05 9.9647e-06 9.5959e-06 9.0576e-06 8.4083e-06 7.7169e-06 7.0379e-06 6.3978e-06 5.8003e-06 5.2367e-06 4.6928e-06 4.1531e-06 3.6078e-06 3.0619e-06 2.5361e-06 2.0551e-06 1.6326e-06 1.2685e-06 9.5874e-07 7.0308e-07 5.0363e-07 3.5776e-07 2.5605e-07 1.8597e-07 1.3625e-07 9.8938e-08 6.9768e-08 4.7233e-08 3.0824e-08 1.968e-08 1.2465e-08 7.8837e-09 4.9836e-09 3.138e-09 1.9499e-09 1.1827e-09 6.9912e-10 4.0808e-10 2.3995e-10 1.4409e-10 8.8682e-11 5.5791e-11 3.567e-11 2.3005e-11 1.4851e-11 9.493e-12 5.8851e-12 6.4374e-12
4 0.013905 1.6314e-09 1.4169e-09 2.1927e-09 3.2778e-09 4.8429e-09 7.1372e-09 1.0514e-08 1.5485e-08 2.2793e-08 3.3519e-08 4.9243e-08 7.2316e-08 1.0626e-07 1.5628e-07 2.2967e-07 3.3593e-07 4.8594e-07 6.897e-07 9.5228e-07 1.2694e-06 1.6258e-06 2.0002e-06 2.3758e-06 2.7517e-06 3.147e-06 3.5995e-06 4.1634e-06 4.9062e-06 5.9019e-06 7.2135e-06 8.8674e-06 1.0826e-05 1.2963e-05 1.5059e-05 1.6827e-05 1.7981e-05 1.8331e-05 1.7853e-05 1.6695e-05 1.5111e-05 1.3357e-05 1.1617e-05 9.9841e-06 8.4916e-06 7.1519e-06 5.9701e-06 4.9427e-06 4.057e-06 3.2959e-06 2.6431e-06 2.0853e-06 1.6138e-06 1.2237e-06 9.1131e-07 6.7053e-07 4.9169e-07 3.6218e-07 2.6848e-07 1.9869e-07 1.445e-07 1.0171e-07 6.9021e-08 4.583e-08 3.0594e-08 2.0808e-08 1.4116e-08 9.1793e-09 5.5732e-09 3.1633e-09 1.7225e-09 9.3545e-10 5.2565e-10 3.1171e-10 1.9456e-10 1.2572e-10 8.2622e-11 5.4566e-11 3.5933e-11 2.3362e-11 1.4689e-11 1.6326e-11 2.8613e-08 2.4851e-08 3.8458e-08 5.7489e-08 8.4939e-08 1.2518e-07 1.8441e-07 2.7159e-07 3.9976e-07 5.8788e-07 8.6367e-07 1.2683e-06 1.8637e-06 2.741e-06 4.0282e-06 5.8919e-06 8.5229e-06 1.2097e-05 1.6702e-05 2.2264e-05 2.8515e-05 3.5081e-05 4.1669e-05 4.8262e-05 5.5194e-05 6.3131e-05 7.3021e-05 8.6048e-05 0.00010351 0.00012652 0.00015552 0.00018987 0.00022736 0.00026413 0.00029513 0.00031537 0.0003215 0.00031312 0.00029282 0.00026503 0.00023427 0.00020375 0.00017511 0.00014893 0.00012544 0.00010471 8.6689e-05 7.1154e-05 5.7807e-05 4.6357e-05 3.6574e-05 2.8304e-05 2.1462e-05 1.5983e-05 1.176e-05 8.6236e-06 6.3522e-06 4.7089e-06 3.4848e-06 2.5343e-06 1.7838e-06 1.2105e-06 8.0381e-07 5.3658e-07 3.6494e-07 2.4757e-07 1.6099e-07 9.7747e-08 5.5481e-08 3.021e-08 1.6407e-08 9.2193e-09 5.4671e-09 3.4124e-09 2.2049e-09 1.4491e-09 9.5702e-10 6.3022e-10 4.0973e-10 2.5762e-10 2.8634e-10 7.2966e-08 6.3371e-08 9.807e-08 1.466e-07 2.166e-07 3.1922e-07 4.7025e-07 6.9257e-07 1.0194e-06 1.4992e-06 2.2024e-06 3.2344e-06 4.7526e-06 6.9897e-06 1.0272e-05 1.5025e-05 2.1734e-05 3.0847e-05 4.2591e-05 5.6775e-05 7.2716e-05 8.946e-05 0.00010626 0.00012307 0.00014075 0.00016099 0.00018621 0.00021943 0.00026397 0.00032263 0.0003966 0.00048418 0.00057978 0.00067354 0.00075261 0.00080421 0.00081986 0.00079849 0.00074671 0.00067585 0.00059741 0.00051959 0.00044654 0.00037979 0.00031987 0.00026702 0.00022106 0.00018145 0.00014741 0.00011822 9.3267e-05 7.2177e-05 5.4731e-05 4.0759e-05 2.999e-05 2.1991e-05 1.6199e-05 1.2008e-05 8.8865e-06 6.4627e-06 4.5489e-06 3.087e-06 2.0498e-06 1.3683e-06 9.3064e-07 6.3133e-07 4.1055e-07 2.4926e-07 1.4148e-07 7.7038e-08 4.1838e-08 2.351e-08 1.3942e-08 8.7018e-09 5.6227e-09 3.6953e-09 2.4405e-09 1.6071e-09 1.0449e-09 6.5695e-10 7.3019e-10 2.8613e-08 2.4851e-08 3.8458e-08 5.7489e-08 8.4939e-08 1.2518e-07 1.8441e-07 2.7159e-07 3.9976e-07 5.8788e-07 8.6367e-07 1.2683e-06 1.8637e-06 2.741e-06 4.0282e-06 5.8919e-06 8.5229e-06 1.2097e-05 1.6702e-05 2.2264e-05 2.8515e-05 3.5081e-05 4.1669e-05 4.8262e-05 5.5194e-05 6.3131e-05 7.3021e-05 8.6048e-05 0.00010351 0.00012652 0.00015552 0.00018987 0.00022736 0.00026413 0.00029513 0.00031537 0.0003215 0.00031312 0.00029282 0.00026503 0.00023427 0.00020375 0.00017511 0.00014893 0.00012544 0.00010471 8.6689e-05 7.1154e-05 5.7807e-05 4.6357e-05 3.6574e-05 2.8304e-05 2.1462e-05 1.5983e-05 1.176e-05 8.6236e-06 6.3522e-06 4.7089e-06 3.4848e-06 2.5343e-06 1.7838e-06 1.2105e-06 8.0381e-07 5.3658e-07 3.6494e-07 2.4757e-07 1.6099e-07 9.7747e-08 5.5481e-08 3.021e-08 1.6407e-08 9.2193e-09 5.4671e-09 3.4124e-09 2.2049e-09 1.4491e-09 9.5702e-10 6.3022e-10 4.0973e-10 2.5762e-10 2.8634e-10 1.6314e-09 1.4169e-09 2.1927e-09 3.2778e-09 4.8429e-09 7.1372e-09 1.0514e-08 1.5485e-08 2.2793e-08 3.3519e-08 4.9243e-08 7.2316e-08 1.0626e-07 1.5628e-07 2.2967e-07 3.3593e-07 4.8594e-07 6.897e-07 9.5228e-07 1.2694e-06 1.6258e-06 2.0002e-06 2.3758e-06 2.7517e-06 3.147e-06 3.5995e-06 4.1634e-06 4.9062e-06 5.9019e-06 7.2135e-06 8.8674e-06 1.0826e-05 1.2963e-05 1.5059e-05 1.6827e-05 1.7981e-05 1.8331e-05 1.7853e-05 1.6695e-05 1.5111e-05 1.3357e-05 1.1617e-05 9.9841e-06 8.4916e-06 7.1519e-06 5.9701e-06 4.9427e-06 4.057e-06 3.2959e-06 2.6431e-06 2.0853e-06 1.6138e-06 1.2237e-06 9.1131e-07 6.7053e-07 4.9169e-07 3.6218e-07 2.6848e-07 1.9869e-07 1.445e-07 1.0171e-07 6.9021e-08 4.583e-08 3.0594e-08 2.0808e-08 1.4116e-08 9.1793e-09 5.5732e-09 3.1633e-09 1.7225e-09 9.3545e-10 5.2565e-10 3.1171e-10 1.9456e-10 1.2572e-10 8.2622e-11 5.4566e-11 3.5933e-11 2.3362e-11 1.4689e-11 1.6326e-11
5 0.032959 5.5034e-09 4.7405e-09 7.269e-09 1.0722e-08 1.5557e-08 2.2396e-08 3.2041e-08 4.5558e-08 6.4386e-08 9.0477e-08 1.2645e-07 1.7578e-07 2.4302e-07 3.3415e-07 4.569e-07 6.2098e-07 8.3787e-07 1.1195e-06 1.4758e-06 1.9117e-06 2.4237e-06 2.9992e-06 3.6196e-06 4.2669e-06 4.9315e-06 5.6149e-06 6.3263e-06 7.0771e-06 7.8775e-06 8.7378e-06 9.6727e-06 1.0705e-05 1.1869e-05 1.3194e-05 1.4687e-05 1.6292e-05 1.7868e-05 1.9195e-05 2.003e-05 2.0193e-05 1.9644e-05 1.8502e-05 1.6986e-05 1.532e-05 1.365e-05 1.2031e-05 1.0456e-05 8.9092e-06 7.4025e-06 5.9786e-06 4.6938e-06 3.5915e-06 2.6876e-06 1.9724e-06 1.4227e-06 1.0112e-06 7.1118e-07 4.9749e-07 3.4757e-07 2.4223e-07 1.6694e-07 1.1247e-07 7.3748e-08 4.7577e-08 3.0904e-08 2.0505e-08 1.3665e-08 8.7953e-09 5.3032e-09 2.9902e-09 1.6209e-09 8.8267e-10 5.0132e-10 3.0104e-10 1.8943e-10 1.2273e-10 8.0612e-11 5.3072e-11 3.458e-11 2.1803e-11 2.4323e-11 9.6523e-08 8.3142e-08 1.2749e-07 1.8806e-07 2.7286e-07 3.9279e-07 5.6196e-07 7.9903e-07 1.1293e-06 1.5869e-06 2.2178e-06 3.0829e-06 4.2623e-06 5.8606e-06 8.0134e-06 1.0891e-05 1.4695e-05 1.9634e-05 2.5884e-05 3.3529e-05 4.2509e-05 5.2603e-05 6.3483e-05 7.4836e-05 8.6493e-05 9.8479e-05 0.00011096 0.00012412 0.00013816 0.00015325 0.00016965 0.00018776 0.00020817 0.00023141 0.00025759 0.00028574 0.00031339 0.00033666 0.0003513 0.00035415 0.00034453 0.0003245 0.00029792 0.00026869 0.0002394 0.000211 0.00018338 0.00015626 0.00012983 0.00010486 8.2323e-05 6.2991e-05 4.7137e-05 3.4593e-05 2.4952e-05 1.7736e-05 1.2473e-05 8.7254e-06 6.096e-06 4.2484e-06 2.9279e-06 1.9726e-06 1.2935e-06 8.3444e-07 5.4202e-07 3.5963e-07 2.3967e-07 1.5426e-07 9.3012e-08 5.2445e-08 2.843e-08 1.5481e-08 8.7926e-09 5.2799e-09 3.3224e-09 2.1525e-09 1.4138e-09 9.3083e-10 6.0649e-10 3.8239e-10 4.2659e-10 2.4614e-07 2.1202e-07 3.2511e-07 4.7956e-07 6.958e-07 1.0017e-06 1.433e-06 2.0376e-06 2.8797e-06 4.0466e-06 5.6555e-06 7.8618e-06 1.0869e-05 1.4945e-05 2.0435e-05 2.7774e-05 3.7474e-05 5.0069e-05 6.6007e-05 8.5502e-05 0.0001084 0.00013414 0.00016189 0.00019084 0.00022057 0.00025113 0.00028295 0.00031652 0.00035232 0.0003908 0.00043261 0.00047881 0.00053084 0.00059011 0.00065687 0.00072867 0.00079916 0.00085851 0.00089584 0.00090312 0.00087857 0.00082749 0.00075971 0.00068518 0.0006105 0.00053808 0.00046763 0.00039847 0.00033108 0.0002674 0.00020993 0.00016063 0.0001202 8.8216e-05 6.363e-05 4.5228e-05 3.1808e-05 2.225e-05 1.5545e-05 1.0834e-05 7.4663e-06 5.0303e-06 3.2984e-06 2.1279e-06 1.3822e-06 9.1709e-07 6.1118e-07 3.9337e-07 2.3719e-07 1.3374e-07 7.2498e-08 3.9478e-08 2.2422e-08 1.3464e-08 8.4725e-09 5.4891e-09 3.6054e-09 2.3737e-09 1.5466e-09 9.7514e-10 1.0879e-09 9.6523e-08 8.3142e-08 1.2749e-07 1.8806e-07 2.7286e-07 3.9279e-07 5.6196e-07 7.9903e-07 1.1293e-06 1.5869e-06 2.2178e-06 3.0829e-06 4.2623e-06 5.8606e-06 8.0134e-06 1.0891e-05 1.4695e-05 1.9634e-05 2.5884e-05 3.3529e-05 4.2509e-05 5.2603e-05 6.3483e-05 7.4836e-05 8.6493e-05 9.8479e-05 0.00011096 0.00012412 0.00013816 0.00015325 0.00016965 0.00018776 0.00020817 0.00023141 0.00025759 0.00028574 0.00031339 0.00033666 0.0003513 0.00035415 0.00034453 0.0003245 0.00029792 0.00026869 0.0002394 0.000211 0.00018338 0.00015626 0.00012983 0.00010486 8.2323e-05 6.2991e-05 4.7137e-05 3.4593e-05 2.4952e-05 1.7736e-05 1.2473e-05 8.7254e-06 6.096e-06 4.2484e-06 2.9279e-06 1.9726e-06 1.2935e-06 8.3444e-07 5.4202e-07 3.5963e-07 2.3967e-07 1.5426e-07 9.3012e-08 5.2445e-08 2.843e-08 1.5481e-08 8.7926e-09 5.2799e-09 3.3224e-09 2.1525e-09 1.4138e-09 9.3083e-10 6.0649e-10 3.8239e-10 4.2659e-10 5.5034e-09 4.7405e-09 7.269e-09 1.0722e-08 1.5557e-08 2.2396e-08 3.2041e-08 4.5558e-08 6.4386e-08 9.0477e-08 1.2645e-07 1.7578e-07 2.4302e-07 3.3415e-07 4.569e-07 6.2098e-07 8.3787e-07 1.1195e-06 1.4758e-06 1.9117e-06 2.4237e-06 2.9992e-06 3.6196e-06 4.2669e-06 4.9315e-06 5.6149e-06 6.3263e-06 7.0771e-06 7.8775e-06 8.7378e-06 9.6727e-06 1.0705e-05 1.1869e-05 1.3194e-05 1.4687e-05 1.6292e-05 1.7868e-05 1.9195e-05 2.003e-05 2.0193e-05 1.9644e-05 1.8502e-05 1.6986e-05 1.532e-05 1.365e-05 1.2031e-05 1.0456e-05 8.9092e-06 7.4025e-06 5.9786e-06 4.6938e-06 3.5915e-06 2.6876e-06 1.9724e-06 1.4227e-06 1.0112e-06 7.1118e-07 4.9749e-07 3.4757e-07 2.4223e-07 1.6694e-07 1.1247e-07 7.3748e-08 4.7577e-08 3.0904e-08 2.0505e-08 1.3665e-08 8.7953e-09 5.3032e-09 2.9902e-09 1.6209e-09 8.8267e-10 5.0132e-10 3.0104e-10 1.8943e-10 1.2273e-10 8.0612e-11 5.3072e-11 3.458e-11 2.1803e-11 2.4323e-11
6 0.064373 6.5761e-09 5.6858e-09 8.729e-09 1.2871e-08 1.8634e-08 2.6723e-08 3.8033e-08 5.3716e-08 7.528e-08 1.0469e-07 1.4449e-07 1.98e-07 2.6947e-07 3.6436e-07 4.8952e-07 6.533e-07 8.654e-07 1.1364e-06 1.4766e-06 1.8937e-06 2.3898e-06 2.9592e-06 3.5873e-06 4.2539e-06 4.9384e-06 5.6262e-06 6.3113e-06 6.996e-06 7.6861e-06 8.3872e-06 9.1029e-06 9.8348e-06 1.0585e-05 1.1356e-05 1.2152e-05 1.2975e-05 1.3809e-05 1.4614e-05 1.5314e-05 1.5804e-05 1.5973e-05 1.5735e-05 1.5058e-05 1.3987e-05 1.2633e-05 1.1156e-05 9.7261e-06 8.4745e-06 7.4523e-06 6.62e-06 5.8817e-06 5.1432e-06 4.359e-06 3.5461e-06 2.7625e-06 2.0698e-06 1.5036e-06 1.0669e-06 7.4186e-07 5.051e-07 3.3602e-07 2.1805e-07 1.3801e-07 8.5499e-08 5.2431e-08 3.2404e-08 2.0428e-08 1.2987e-08 8.0575e-09 4.7319e-09 2.6151e-09 1.3956e-09 7.5387e-10 4.2952e-10 2.6089e-10 1.6619e-10 1.0853e-10 7.1391e-11 4.6549e-11 2.938e-11 3.2822e-11 1.1534e-07 9.9722e-08 1.531e-07 2.2574e-07 3.2683e-07 4.687e-07 6.6705e-07 9.4211e-07 1.3203e-06 1.8361e-06 2.5343e-06 3.4726e-06 4.7261e-06 6.3904e-06 8.5856e-06 1.1458e-05 1.5178e-05 1.9932e-05 2.5898e-05 3.3213e-05 4.1915e-05 5.1901e-05 6.2917e-05 7.4608e-05 8.6615e-05 9.8676e-05 0.00011069 0.0001227 0.0001348 0.0001471 0.00015965 0.00017249 0.00018564 0.00019916 0.00021313 0.00022756 0.00024219 0.00025631 0.00026858 0.00027718 0.00028014 0.00027597 0.00026411 0.00024532 0.00022157 0.00019567 0.00017058 0.00014863 0.0001307 0.00011611 0.00010316 9.0205e-05 7.6451e-05 6.2195e-05 4.8452e-05 3.6302e-05 2.6372e-05 1.8712e-05 1.3011e-05 8.8589e-06 5.8934e-06 3.8244e-06 2.4205e-06 1.4996e-06 9.1958e-07 5.6833e-07 3.5828e-07 2.2778e-07 1.4132e-07 8.2991e-08 4.5866e-08 2.4478e-08 1.3222e-08 7.5333e-09 4.5758e-09 2.9149e-09 1.9036e-09 1.2521e-09 8.1641e-10 5.1529e-10 5.7566e-10 2.9412e-07 2.543e-07 3.9041e-07 5.7567e-07 8.3343e-07 1.1952e-06 1.701e-06 2.4025e-06 3.3669e-06 4.6823e-06 6.4626e-06 8.8555e-06 1.2052e-05 1.6296e-05 2.1894e-05 2.9219e-05 3.8705e-05 5.0827e-05 6.6042e-05 8.4696e-05 0.00010689 0.00013235 0.00016044 0.00019026 0.00022087 0.00025163 0.00028228 0.0003129 0.00034376 0.00037512 0.00040713 0.00043987 0.0004734 0.00050788 0.00054351 0.00058029 0.00061761 0.00065361 0.00068491 0.00070683 0.00071439 0.00070374 0.0006735 0.00062558 0.00056502 0.00049896 0.000435 0.00037903 0.00033331 0.00029608 0.00026306 0.00023003 0.00019496 0.0001586 0.00012356 9.2574e-05 6.725e-05 4.7718e-05 3.318e-05 2.2591e-05 1.5029e-05 9.7526e-06 6.1725e-06 3.824e-06 2.345e-06 1.4493e-06 9.1364e-07 5.8086e-07 3.6037e-07 2.1163e-07 1.1696e-07 6.242e-08 3.3717e-08 1.921e-08 1.1669e-08 7.4331e-09 4.8542e-09 3.193e-09 2.0819e-09 1.314e-09 1.468e-09 1.1534e-07 9.9722e-08 1.531e-07 2.2574e-07 3.2683e-07 4.687e-07 6.6705e-07 9.4211e-07 1.3203e-06 1.8361e-06 2.5343e-06 3.4726e-06 4.7261e-06 6.3904e-06 8.5856e-06 1.1458e-05 1.5178e-05 1.9932e-05 2.5898e-05 3.3213e-05 4.1915e-05 5.1901e-05 6.2917e-05 7.4608e-05 8.6615e-05 9.8676e-05 0.00011069 0.0001227 0.0001348 0.0001471 0.00015965 0.00017249 0.00018564 0.00019916 0.00021313 0.00022756 0.0002...
mp_support_graph('cl_st_graph_title') = {'Pstationary(A,Z), asset=x, shock=color'};
mp_support_graph('cl_st_ytitle') = {'Conditional Aggregate Mass'};
mp_support_graph('cl_st_xtitle') = {'A (savings)'};
mp_support_graph('st_rowvar_name') = 'z=';
mp_support_graph('it_legend_select') = 5;
mp_support_graph('st_rounding') = '6.2f';
mp_support_graph('bl_graph_logy') = true;
mp_support_graph('cl_colors') = 'copper';
ff_graph_grid((tb_prob_az{1:end, 3:end})', ar_st_eta_HS_grid, agrid, mp_support_graph);% Consumption Choices
Asset Mass by Age
% NaN(n_jgrid,n_agrid,n_etagrid,n_educgrid,n_marriedgrid,n_kidsgrid);
ar_permute = [3,4,5,6,1,2];
% Value Function
tb_prob_aage = ff_summ_nd_array("P(A,Z))", Phi_true, true, ["sum"], 4, 1, cl_mp_datasetdesc, ar_permute);
xxx P(A,Z)) xxxxxxxxxxxxxxxxxxxxxxxxxxx
group savings sum_age_18 sum_age_19 sum_age_20 sum_age_21 sum_age_22 sum_age_23 sum_age_24 sum_age_25 sum_age_26 sum_age_27 sum_age_28 sum_age_29 sum_age_30 sum_age_31 sum_age_32 sum_age_33 sum_age_34 sum_age_35 sum_age_36 sum_age_37 sum_age_38 sum_age_39 sum_age_40 sum_age_41 sum_age_42 sum_age_43 sum_age_44 sum_age_45 sum_age_46 sum_age_47 sum_age_48 sum_age_49 sum_age_50 sum_age_51 sum_age_52 sum_age_53 sum_age_54 sum_age_55 sum_age_56 sum_age_57 sum_age_58 sum_age_59 sum_age_60 sum_age_61 sum_age_62 sum_age_63 sum_age_64 sum_age_65 sum_age_66 sum_age_67 sum_age_68 sum_age_69 sum_age_70 sum_age_71 sum_age_72 sum_age_73 sum_age_74 sum_age_75 sum_age_76 sum_age_77 sum_age_78 sum_age_79 sum_age_80 sum_age_81 sum_age_82 sum_age_83 sum_age_84 sum_age_85 sum_age_86 sum_age_87 sum_age_88 sum_age_89 sum_age_90 sum_age_91 sum_age_92 sum_age_93 sum_age_94 sum_age_95 sum_age_96 sum_age_97 sum_age_98 sum_age_99 sum_age_100
_____ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ ___________
1 0 0.021837 0.0023506 0.0017989 0.0039364 0.0058286 0.0061897 0.0060341 0.0057815 0.0054048 0.0050277 0.0046569 0.004298 0.0039866 0.0036447 0.003339 0.0030338 0.0027615 0.0025074 0.002289 0.0020624 0.0018856 0.0016916 0.0015165 0.0013673 0.001206 0.0010763 0.00094274 0.00082531 0.000714 0.00061095 0.00052607 0.00044107 0.0003735 0.00031711 0.0002589 0.00021978 0.00017926 0.00014951 0.00012471 0.00010231 8.6711e-05 7.2679e-05 6.1405e-05 5.333e-05 4.7309e-05 4.2648e-05 4.0042e-05 7.0642e-05 7.2438e-05 7.3963e-05 7.6756e-05 8.052e-05 8.4986e-05 9.0054e-05 9.5633e-05 0.00010164 0.00010795 0.00011483 0.00012227 0.0001315 0.00014213 0.00016347 0.00017781 0.00018938 0.00020147 0.00021361 0.00022505 0.00023539 0.00024437 0.00025536 0.00026974 0.00027809 0.00030393 0.00030536 0.00030151 0.00029174 0.00027666 0.00025625 0.00023527 0.0001989 0.00016731 0.0001285 9.5833e-05
2 0.00051498 0 0.00039478 0.00037898 0.0011264 0.00064408 0.00030008 0.00023135 0.00021502 0.00024953 0.00022929 0.00022957 0.00021222 0.00018776 0.00019566 0.00018623 0.00019735 0.00017052 0.00015775 0.00012432 0.00013426 0.0001018 0.00010785 0.00010078 8.1228e-05 8.4731e-05 6.6089e-05 6.4557e-05 5.4622e-05 5.1787e-05 4.7922e-05 3.9005e-05 3.871e-05 3.424e-05 2.4012e-05 2.9087e-05 2.0398e-05 2.1764e-05 1.8008e-05 1.4866e-05 1.5564e-05 1.2286e-05 1.1604e-05 1.1089e-05 9.8226e-06 9.0409e-06 9.0241e-06 1.0305e-05 3.0558e-06 2.955e-06 4.4212e-06 5.6417e-06 6.6389e-06 7.5551e-06 8.4046e-06 9.2487e-06 1.0019e-05 1.1123e-05 1.2321e-05 1.3672e-05 1.4012e-05 1.3694e-05 3.3492e-06 1.3906e-08 4.305e-08 6.7915e-08 1.0189e-07 1.5687e-06 6.6402e-06 2.0726e-05 3.1096e-05 3.0858e-05 2.5407e-05 3.6383e-06 1.2485e-06 1.8676e-07 1.9599e-07 3.2454e-06 9.0721e-06 4.3348e-06 8.2009e-06 1.3662e-08 1.5349e-06 5.5424e-07
3 0.0041199 0 0.0020814 0.0019874 0.0019922 0.00088345 0.00065467 0.00055098 0.0004736 0.00043379 0.00043632 0.0004017 0.00040512 0.00036949 0.00035998 0.00034447 0.0003237 0.00032587 0.00030923 0.00029394 0.00025693 0.00023224 0.00020396 0.0001873 0.00017051 0.00015546 0.00014301 0.00012832 0.00011802 0.000105 9.6881e-05 8.5324e-05 7.7818e-05 6.5933e-05 6.0087e-05 5.0504e-05 4.439e-05 3.7846e-05 3.3403e-05 2.9808e-05 2.5278e-05 2.27e-05 2.0064e-05 1.798e-05 1.6546e-05 1.5373e-05 1.4874e-05 1.6251e-05 4.883e-06 6.4099e-06 7.4925e-06 8.1873e-06 8.7187e-06 9.248e-06 9.9076e-06 1.0745e-05 1.1936e-05 1.324e-05 1.4701e-05 1.6366e-05 1.8108e-05 2.0016e-05 2.1465e-05 2.3822e-05 2.6401e-05 2.9153e-05 3.1889e-05 3.3555e-05 3.257e-05 2.2783e-05 1.2945e-05 1.2138e-05 1.8373e-05 2.1631e-05 2.8246e-05 3.3144e-05 3.1902e-05 2.4806e-05 1.2943e-05 6.1477e-06 2.5066e-06 5.0472e-06 3.5222e-06 1.5524e-06
4 0.013905 0 0.0038512 0.0031528 0.0016753 0.0011288 0.00094985 0.00086132 0.00074454 0.00068946 0.00064586 0.00062007 0.0005658 0.00052434 0.00048022 0.00044703 0.0004195 0.00039456 0.00037416 0.000356 0.00034133 0.00032167 0.00029953 0.00027584 0.00025121 0.00022982 0.00020748 0.00018889 0.00016913 0.00015305 0.00013636 0.00012298 0.00010886 9.7714e-05 8.6795e-05 7.6399e-05 6.7233e-05 5.895e-05 5.1283e-05 4.4139e-05 3.839e-05 3.3494e-05 2.9605e-05 2.639e-05 2.3755e-05 2.1777e-05 2.0545e-05 1.9689e-05 1.0927e-05 1.1614e-05 1.2418e-05 1.3153e-05 1.3899e-05 1.4643e-05 1.5387e-05 1.6171e-05 1.707e-05 1.8121e-05 1.9296e-05 2.0625e-05 2.2223e-05 2.4152e-05 2.7024e-05 3.027e-05 3.3797e-05 3.698e-05 4.005e-05 4.3415e-05 4.5834e-05 4.6968e-05 4.7232e-05 4.1693e-05 3.9215e-05 3.64e-05 3.2515e-05 2.9213e-05 3.0336e-05 2.9755e-05 2.7212e-05 2.1806e-05 1.5223e-05 8.299e-06 4.8228e-06 5.2141e-06
5 0.032959 0 0.0059559 0.0036616 0.0019605 0.0014625 0.0012232 0.0010824 0.0010067 0.00090772 0.0008367 0.00077576 0.00073447 0.00070176 0.00066208 0.00062285 0.00058501 0.00054628 0.00051139 0.0004768 0.00044504 0.00041487 0.00038714 0.00035804 0.00033279 0.00030466 0.00028089 0.00025539 0.00023324 0.00021066 0.00019009 0.00017055 0.00015255 0.00013564 0.00011987 0.00010594 9.3127e-05 8.1898e-05 7.1646e-05 6.2971e-05 5.5255e-05 4.8607e-05 4.2607e-05 3.7543e-05 3.3223e-05 2.9656e-05 2.6859e-05 2.2751e-05 1.6202e-05 1.7442e-05 1.8237e-05 1.9184e-05 2.0139e-05 2.1164e-05 2.2249e-05 2.3376e-05 2.4557e-05 2.5813e-05 2.7275e-05 2.8895e-05 3.0624e-05 3.2476e-05 3.4507e-05 3.6603e-05 3.887e-05 4.2049e-05 4.5996e-05 4.9592e-05 5.2361e-05 5.5252e-05 5.5893e-05 5.5931e-05 5.2742e-05 5.0895e-05 4.7538e-05 4.4147e-05 3.9848e-05 3.6517e-05 3.1403e-05 2.6442e-05 2.0536e-05 1.3722e-05 9.1678e-06 5.2501e-06
6 0.064373 0 0.0019624 0.0026806 0.0015589 0.0012782 0.0011853 0.0011104 0.0010413 0.00099588 0.00094689 0.00090336 0.00085962 0.00081985 0.00078477 0.0007441 0.00070412 0.00066616 0.00062748 0.00059171 0.00055525 0.0005215 0.00048782 0.00045667 0.00042509 0.00039588 0.0003666 0.0003385 0.00031153 0.00028502 0.00025975 0.00023539 0.00021183 0.00019025 0.00016962 0.00015031 0.00013285 0.00011654 0.00010182 8.877e-05 7.7063e-05 6.6785e-05 5.7886e-05 5.0365e-05 4.4056e-05 3.8501e-05 3.3408e-05 2.7301e-05 2.1795e-05 2.3141e-05 2.4471e-05 2.5672e-05 2.6952e-05 2.8319e-05 2.9776e-05 3.1405e-05 3.3147e-05 3.5006e-05 3.6925e-05 3.8919e-05 4.1054e-05 4.3232e-05 4.55e-05 4.7866e-05 5.0387e-05 5.2916e-05 5.5706e-05 5.9222e-05 6.2947e-05 6.4643e-05 6.681e-05 6.7928e-05 6.9166e-05 6.4769e-05 6.1034e-05 5.5758e-05 5.0785e-05 4.5203e-05 3.918e-05 3.1745e-05 2.3927e-05 1.6666e-05 1.0185e-05 5.2899e-06
7 0.11124 0 0.0010231 0.0010755 0.0008941 0.0009494 0.0009688 0.0009515 0.00093328 0.00092003 0.00090532 0.00088398 0.00086007 0.00082779 0.00079545 0.00076707 0.00073627 0.00070834 0.0006797 0.00065031 0.0006201 0.00058982 0.00055805 0.00052705 0.00049548 0.00046492 0.00043409 0.00040454 0.00037462 0.00034552 0.00031734 0.00028916 0.00026257 0.00023651 0.00021168 0.00018843 0.00016677 0.00014671 0.00012857 0.00011219 9.7574e-05 8.4681e-05 7.3564e-05 6.3759e-05 5.5176e-05 4.7811e-05 4.0784e-05 3.43e-05 2.901e-05 3.0416e-05 3.1892e-05 3.3397e-05 3.4918e-05 3.6515e-05 3.8265e-05 4.0143e-05 4.2176e-05 4.4357e-05 4.6699e-05 4.9194e-05 5.1787e-05 5.4499e-05 5.7355e-05 6.0366e-05 6.3423e-05 6.6468e-05 6.9424e-05 7.1741e-05 7.4632e-05 7.8541e-05 8.0608e-05 8.3378e-05 8.1958e-05 7.9934e-05 7.4036e-05 6.7225e-05 5.9449e-05 5.0009e-05 4.082e-05 3.2417e-05 2.4043e-05 1.83e-05 1.3853e-05 1.1381e-05
8 0.17664 0 0.00067266 0.00082141 0.0009652 0.0010565 0.0010188 0.00095986 0.00092965 0.0009006 0.00087432 0.00085327 0.00082987 0.00080957 0.00078445 0.00075774 0.00073194 0.00070239 0.00067466 0.0006448 0.00061701 0.00058749 0.00056031 0.00053116 0.00050366 0.00047491 0.0004467 0.00041853 0.00039029 0.00036278 0.00033502 0.00030821 0.00028203 0.00025658 0.00023228 0.00020933 0.00018724 0.0001669 0.00014822 0.00013097 0.00011546 0.00010158 8.9046e-05 7.7865e-05 6.8017e-05 5.8984e-05 5.0745e-05 4.3796e-05 3.7687e-05 3.9278e-05 4.0917e-05 4.261e-05 4.4435e-05 4.6421e-05 4.8566e-05 5.0831e-05 5.3243e-05 5.584e-05 5.8649e-05 6.164e-05 6.4778e-05 6.8059e-05 7.1486e-05 7.4981e-05 7.8507e-05 8.2038e-05 8.534e-05 8.8374e-05 9.0959e-05 9.3478e-05 9.7453e-05 9.7619e-05 9.7868e-05 9.5029e-05 8.8894e-05 8.3764e-05 7.5536e-05 6.6065e-05 5.5588e-05 4.3527e-05 3.0937e-05 2.0203e-05 1.2372e-05 6.3486e-06
9 0.26367 0 0.00045811 0.00086333 0.0011647 0.0011767 0.0010716 0.0010184 0.00097854 0.00094763 0.00091892 0.00089026 0.00086293 0.0008341 0.00080895 0.00078244 0.00075518 0.00072811 0.00069859 0.00067033 0.00064039 0.00061225 0.00058274 0.00055489 0.00052637 0.00049888 0.00047155 0.00044421 0.00041748 0.00039079 0.00036451 0.0003387 0.00031319 0.00028803 0.00026407 0.00024039 0.00021791 0.00019659 0.00017621 0.00015715 0.00013958 0.00012332 0.00010851 9.5315e-05 8.3345e-05 7.2715e-05 6.3484e-05 5.5404e-05 4.8566e-05 5.0457e-05 5.2266e-05 5.4203e-05 5.6374e-05 5.879e-05 6.1411e-05 6.4201e-05 6.7155e-05 7.0302e-05 7.3612e-05 7.707e-05 8.0694e-05 8.4498e-05 8.8433e-05 9.2512e-05 9.6686e-05 0.00010091 0.00010488 0.0001086 0.00011156 0.00011387 0.00011544 0.00011754 0.00011671 0.0001132 0.00010748 9.6712e-05 8.3695e-05 6.9226e-05 5.2811e-05 3.6631e-05 2.424e-05 1.4437e-05 7.5006e-06 2.6057e-06
10 0.37542 0 0.00053656 0.001129 0.0012812 0.0011528 0.0011099 0.0010906 0.0010721 0.0010427 0.0010076 0.00097182 0.00093918 0.00090906 0.00087758 0.00084881 0.00081972 0.00079083 0.0007612 0.00073131 0.00070183 0.00067199 0.00064277 0.00061333 0.00058457 0.00055567 0.00052723 0.00049874 0.00047052 0.00044245 0.0004144 0.00038663 0.00035887 0.00033201 0.00030516 0.00027923 0.0002543 0.00023018 0.00020727 0.00018606 0.00016615 0.00014782 0.00013128 0.00011611 0.00010259 9.0574e-05 7.989e-05 7.0547e-05 6.2246e-05 6.4154e-05 6.6299e-05 6.8789e-05 7.1566e-05 7.4543e-05 7.7636e-05 8.0901e-05 8.436e-05 8.8057e-05 9.1992e-05 9.6152e-05 0.00010054 0.00010512 0.00010991 0.00011474 0.0001195 0.00012417 0.00012859 0.00013216 0.00013419 0.00013544 0.00013574 0.00013493 0.00013079 0.00012383 0.00011475 0.00010182 8.5392e-05 6.6848e-05 4.8275e-05 3.1774e-05 1.8617e-05 9.9001e-06 4.4484e-06 1.3074e-06
11 0.51498 0 0.00090841 0.0013729 0.0012822 0.0012345 0.001202 0.0011613 0.0011142 0.0010778 0.0010575 0.0010414 0.001022 0.0009977 0.00097196 0.00094301 0.00091252 0.00087847 0.00084517 0.00081116 0.00077833 0.00074514 0.00071273 0.00068088 0.00064898 0.000618 0.00058661 0.00055606 0.00052557 0.00049489 0.00046498 0.00043493 0.00040553 0.00037628 0.00034774 0.00032003 0.00029306 0.00026724 0.00024288 0.00021952 0.00019765 0.0001775 0.00015868 0.00014161 0.00012615 0.00011221 9.9815e-05 8.8707e-05 7.892e-05 8.1256e-05 8.4091e-05 8.728e-05 9.0692e-05 9.4238e-05 9.7996e-05 0.00010194 0.00010612 0.00011047 0.00011498 0.00011962 0.00012441 0.00012921 0.00013409 0.00013891 0.00014376 0.00014851 0.00015293 0.0001559 0.00015751 0.00015731 0.00015463 0.00015075 0.00014429 0.00013436 0.00012034 0.00010296 8.3986e-05 6.269e-05 4.2325e-05 2.6047e-05 1.429e-05 6.8836e-06 2.7905e-06 6.985e-07
12 0.68544 0 0.00097635 0.0011151 0.0011024 0.001139 0.0011822 0.0011811 0.0011642 0.001146 0.0011187 0.0010898 0.0010624 0.001037 0.0010125 0.00098739 0.00095924 0.00093146 0.0009022 0.00087268 0.00084104 0.00080968 0.00077724 0.00074469 0.00071227 0.00067915 0.00064694 0.00061432 0.0005819 0.00055025 0.00051835 0.00048712 0.00045619 0.00042582 0.00039611 0.00036701 0.00033869 0.00031138 0.00028496 0.00025986 0.00023624 0.00021385 0.00019313 0.00017396 0.00015626 0.00014013 0.00012541 0.00011214 0.00010021 0.00010341 0.00010701 0.00011073 0.00011448 0.00011835 0.00012241 0.00012666 0.00013102 0.00013559 0.00014039 0.00014534 0.00015032 0.00015563 0.0001609 0.00016629 0.00017127 0.00017564 0.00017896 0.00018095 0.0001817 0.00017922 0.00017381 0.00016582 0.00015524 0.00014087 0.00012266 0.00010188 7.8739e-05 5.6309e-05 3.6395e-05 2.1102e-05 1.0995e-05 5.0261e-06 1.8745e-06 6.2698e-07
13 0.88989 0 0.00023558 0.00050592 0.00075138 0.00094942 0.001009 0.0010338 0.0010537 0.0010642 0.0010706 0.0010717 0.0010667 0.0010574 0.0010428 0.0010227 0.0010007 0.00097676 0.00095167 0.00092421 0.00089603 0.00086616 0.00083583 0.00080446 0.00077257 0.00074072 0.00070824 0.00067595 0.00064373 0.00061135 0.00057936 0.00054744 0.00051581 0.00048462 0.00045385 0.00042348 0.00039391 0.00036492 0.00033671 0.00030959 0.00028337 0.0002585 0.00023496 0.00021284 0.00019229 0.00017326 0.00015581 0.00013993 0.00012554 0.00012957 0.00013342 0.0001372 0.00014123 0.00014557 0.00015006 0.00015469 0.00015951 0.00016459 0.00016994 0.00017544 0.00018076 0.00018582 0.00019111 0.00019607 0.00020051 0.00020407 0.00020612 0.0002064 0.00020371 0.00019851 0.00019036 0.00017872 0.00016392 0.00014502 0.00012232 9.7768e-05 7.2521e-05 4.9304e-05 3.0432e-05 1.6703e-05 7.9833e-06 3.2856e-06 1.4206e-06 3.7053e-07
14 1.1314 0 4.591e-05 0.00027667 0.00049327 0.00061366 0.00072435 0.00082036 0.00088248 0.00092009 0.00094685 0.00096639 0.00098127 0.00099004 0.000992 0.00098988 0.0009843 0.00097482 0.00096084 0.00094393 0.00092369 0.00090128 0.00087673 0.00085073 0.00082341 0.00079493 0.00076575 0.00073588 0.00070539 0.00067456 0.00064336 0.00061187 0.00058039 0.00054877 0.00051712 0.00048586 0.00045468 0.00042389 0.00039379 0.00036426 0.00033574 0.00030822 0.00028194 0.00025701 0.00023354 0.00021159 0.00019126 0.00017251 0.00015548 0.00015936 0.00016313 0.00016737 0.00017193 0.0001767 0.00018175 0.00018694 0.00019208 0.0001972 0.00020249 0.00020794 0.00021348 0.00021892 0.00022364 0.00022794 0.00023069 0.00023187 0.00023137 0.00022939 0.0002242 0.0002163 0.00020472 0.00018929 0.00016904 0.00014501 0.00011851 9.0768e-05 6.4673e-05 4.2001e-05 2.4727e-05 1.2926e-05 6.0889e-06 2.6198e-06 8.4705e-07 6.7372e-08
15 1.4131 0 1.7547e-05 0.00019582 0.00030348 0.00040728 0.00051335 0.00060218 0.00067729 0.00074556 0.00079862 0.00083857 0.00086881 0.00089038 0.00090661 0.00091875 0.00092593 0.00092836 0.00092628 0.00091999 0.00091058 0.00089764 0.0008822 0.00086417 0.00084407 0.00082232 0.0007987 0.00077373 0.00074775 0.00072047 0.00069234 0.00066357 0.00063389 0.00060378 0.0005733 0.00054228 0.00051115 0.00048 0.00044888 0.00041811 0.00038779 0.00035828 0.00032974 0.00030235 0.0002763 0.00025185 0.000229 0.00020795 0.00018851 0.00019233 0.00019713 0.00020204 0.00020686 0.00021156 0.00021624 0.00022115 0.00022642 0.00023193 0.00023737 0.0002426 0.00024806 0.00025277 0.00025632 0.00025822 0.00025925 0.000258 0.00025527 0.00025042 0.00024341 0.0002319 0.00021538 0.00019486 0.00016961 0.00014106 0.00011132 8.233e-05 5.6181e-05 3.4892e-05 1.934e-05 9.3021e-06 4.0429e-06 1.464e-06 2.8824e-07 9.0805e-09
16 1.7381 0 8.2268e-06 6.7346e-05 0.00015086 0.00025852 0.00035749 0.0004419 0.0005185 0.00058388 0.0006416 0.0006931 0.00073626 0.00077282 0.00080296 0.00082672 0.00084432 0.00085673 0.00086485 0.00086902 0.00086948 0.00086677 0.00086039 0.00085141 0.0008395 0.00082504 0.00080873 0.0007902 0.00076976 0.00074801 0.00072446 0.00069952 0.00067347 0.00064607 0.00061769 0.00058851 0.00055848 0.00052797 0.00049719 0.00046632 0.00043571 0.00040556 0.0003761 0.00034771 0.00032048 0.00029451 0.00026999 0.00024688 0.00022547 0.00023036 0.00023465 0.00023887 0.00024337 0.00024824 0.00025318 0.00025807 0.00026309 0.00026825 0.00027362 0.00027817 0.00028168 0.00028453 0.00028627 0.00028691 0.0002856 0.00028291 0.00027786 0.00027092 0.00025952 0.0002423 0.00022155 0.00019534 0.00016492 0.00013213 0.00010069 7.1502e-05 4.6287e-05 2.7106e-05 1.3618e-05 6.0911e-06 2.2708e-06 5.9994e-07 8.0017e-08 9.6994e-10
17 2.1094 0 6.1503e-06 3.6395e-05 9.6376e-05 0.00016375 0.00023657 0.00031415 0.00038707 0.00045262 0.00051134 0.0005633 0.00061019 0.00065232 0.00068939 0.0007211 0.00074825 0.00077074 0.00078889 0.00080284 0.00081245 0.00081836 0.0008207 0.00081972 0.00081591 0.0008091 0.00079979 0.00078819 0.00077416 0.00075803 0.00074003 0.00071996 0.00069822 0.0006751 0.00065035 0.00062436 0.00059746 0.00056949 0.00054084 0.00051183 0.00048247 0.00045315 0.00042418 0.00039551 0.00036768 0.0003406 0.00031457 0.00028978 0.00026608 0.00027015 0.00027445 0.00027875 0.00028307 0.00028747 0.00029206 0.00029714 0.00030161 0.00030534 0.00030833 0.0003115 0.00031352 0.00031448 0.00031478 0.00031326 0.00031058 0.00030585 0.00029889 0.00028672 0.00026928 0.00024702 0.00022019 0.00018876 0.00015353 0.00011931 8.7625e-05 5.8979e-05 3.6204e-05 1.9448e-05 9.0915e-06 3.7266e-06 1.1432e-06 2.509e-07 2.5472e-08 4.7457e-11
18 2.5301 0 1.345e-05 3.725e-05 7.4002e-05 0.00012113 0.00017621 0.00023376 0.00029175 0.00034877 0.00040324 0.00045437 0.00050221 0.00054598 0.00058604 0.00062222 0.00065468 0.00068315 0.00070762 0.0007283 0.00074524 0.00075873 0.00076888 0.00077552 0.00077921 0.00078008 0.00077786 0.00077321 0.00076618 0.00075631 0.00074448 0.00073064 0.00071444 0.00069637 0.00067688 0.00065547 0.00063241 0.00060828 0.0005827 0.00055597 0.00052862 0.00050055 0.000472 0.00044372 0.00041534 0.00038772 0.00036061 0.00033444 0.00030942 0.000313 0.00031645 0.00032028 0.00032434 0.00032882 0.00033253 0.0003353 0.00033801 0.00034065 0.00034257 0.00034349 0.00034376 0.00034305 0.00034108 0.00033826 0.00033314 0.00032587 0.00031255 0.00029505 0.0002715 0.0002438 0.0002117 0.00017517 0.00013844 0.00010407 7.2714e-05 4.6875e-05 2.6997e-05 1.3355e-05 6.0437e-06 2.1773e-06 5.8164e-07 1.059e-07 5.0909e-09 1.6453e-12
19 3.0034 0 2.2526e-05 4.8231e-05 7.8125e-05 0.00011085 0.00014554 0.00018424 0.0002271 0.00027285 0.00031971 0.00036626 0.0004112 0.00045419 0.00049462 0.00053257 0.0005676 0.00059971 0.00062867 0.00065442 0.0006769 0.00069602 0.00071231 0.00072545 0.00073555 0.0007431 0.00074779 0.00074969 0.00074922 0.0007464 0.00074069 0.00073286 0.00072307 0.00071068 0.00069599 0.00067971 0.00066111 0.00064037 0.00061831 0.00059454 0.0005693 0.00054329 0.00051647 0.00048882 0.00046146 0.00043367 0.00040661 0.00037982 0.00035393 0.00035649 0.00036002 0.00036338 0.00036614 0.00036818 0.00037054 0.00037252 0.00037371 0.00037422 0.00037439 0.0003737 0.00037214 0.00036935 0.00036523 0.0003596 0.00035139 0.00033681 0.00031893 0.00029445 0.00026595 0.00023286 0.00019646 0.00015779 0.00012075 8.7127e-05 5.8516e-05 3.5709e-05 1.9059e-05 9.2388e-06 3.775e-06 1.2317e-06 2.8836e-07 4.3376e-08 7.1225e-10 3.0546e-14
20 3.5323 0 2.9888e-05 5.5596e-05 8.1028e-05 0.00010487 0.00012962 0.00015635 0.00018643 0.00021997 0.00025643 0.00029511 0.00033498 0.00037497 0.00041425 0.00045205 0.0004879 0.00052158 0.00055282 0.00058146 0.00060775 0.00063123 0.00065203 0.00067046 0.00068611 0.00069898 0.00070967 0.00071753 0.00072287 0.00072596 0.00072657 0.00072436 0.00071981 0.00071329 0.00070407 0.00069222 0.00067883 0.00066295 0.00064475 0.00062505 0.00060349 0.00058014 0.00055594 0.00053061 0.00050418 0.00047787 0.00045087 0.00042445 0.00039795 0.00040069 0.00040227 0.00040369 0.00040535 0.00040667 0.00040723 0.00040726 0.00040681 0.00040573 0.00040383 0.00040109 0.00039713 0.00039191 0.00038513 0.00037466 0.00035908 0.00033969 0.00031546 0.00028655 0.00025263 0.00021552 0.00017687 0.00013771 0.00010133 7.0738e-05 4.5391e-05 2.6104e-05 1.327e-05 6.0759e-06 2.2819e-06 6.6765e-07 1.4202e-07 1.605e-08 8.4958e-11 5.7428e-17
21 4.1199 0 3.0433e-05 5.4594e-05 7.2792e-05 9.1925e-05 0.00011221 0.00013384 0.00015706 0.00018274 0.00021127 0.00024233 0.00027536 0.00030985 0.00034507 0.00038043 0.00041521 0.00044891 0.00048119 0.00051156 0.00054004 0.00056639 0.00059045 0.00061228 0.00063188 0.00064923 0.00066414 0.00067715 0.00068758 0.00069562 0.00070168 0.00070528 0.00070628 0.00070491 0.00070161 0.0006956 0.00068672 0.0006762 0.00066304 0.00064732 0.00062989 0.00061053 0.00058899 0.00056663 0.00054282 0.0005179 0.00049262 0.00046656 0.00044082 0.00044129 0.00044216 0.00044252 0.00044229 0.00044171 0.00044074 0.00043901 0.0004366 0.00043338 0.00042933 0.00042407 0.00041735 0.00040878 0.00039581 0.00037903 0.00035846 0.0003339 0.00030469 0.00027075 0.00023301 0.00019367 0.00015418 0.00011587 8.3207e-05 5.5452e-05 3.3956e-05 1.8291e-05 9.1173e-06 3.8646e-06 1.3381e-06 3.4678e-07 6.7702e-08 4.0238e-09 6.5354e-12 7.552e-20
22 4.7693 0 2.0409e-05 3.7846e-05 5.5558e-05 7.2536e-05 8.9826e-05 0.00010851 0.00012909 0.00015124 0.00017509 0.00020092 0.00022874 0.00025824 0.00028903 0.00032061 0.00035252 0.00038424 0.00041548 0.00044581 0.00047486 0.0005026 0.0005287 0.00055297 0.00057555 0.00059623 0.00061496 0.00063171 0.00064656 0.00065929 0.00066969 0.00067832 0.00068456 0.00068826 0.00068968 0.00068907 0.00068577 0.00067956 0.0006716 0.00066097 0.00064764 0.00063255 0.00061535 0.00059579 0.0005752 0.00055278 0.00052939 0.00050509 0.00048009 0.00047967 0.0004785 0.00047714 0.00047534 0.00047299 0.00046995 0.00046622 0.00046153 0.00045596 0.00044917 0.00044074 0.00043038 0.00041501 0.00039735 0.00037517 0.00034975 0.00032031 0.00028623 0.00024839 0.00020861 0.00016937 0.00013028 9.5077e-05 6.5533e-05 4.2293e-05 2.4355e-05 1.281e-05 6.0008e-06 2.3907e-06 7.6488e-07 1.7969e-07 3.0983e-08 5.8399e-10 3.5786e-13 7.5954e-25
23 5.4836 0 5.1452e-06 1.8425e-05 3.2883e-05 4.8468e-05 6.5255e-05 8.2711e-05 0.00010079 0.00012032 0.00014151 0.00016428 0.00018859 0.0002144 0.00024157 0.00026991 0.00029902 0.00032857 0.0003581 0.00038734 0.00041595 0.00044371 0.00047044 0.00049598 0.00052016 0.00054292 0.00056422 0.00058376 0.00060179 0.00061797 0.00063235 0.00064464 0.00065531 0.00066372 0.00066977 0.00067368 0.00067553 0.00067466 0.00067098 0.00066538 0.00065704 0.00064587 0.00063291 0.00061754 0.00059999 0.00058104 0.00056021 0.00053833 0.00051523 0.00051292 0.00051024 0.00050699 0.00050323 0.00049882 0.00049371 0.00048759 0.00048028 0.00047155 0.00046142 0.00044935 0.00043177 0.00041285 0.00038929 0.00036323 0.00033284 0.00029865 0.00026148 0.00022198 0.00018225 0.00014351 0.0001068 7.5491e-05 5.0714e-05 3.1096e-05 1.7097e-05 8.6969e-06 3.8608e-06 1.4449e-06 4.2119e-07 9.5077e-08 1.1538e-08 6.2368e-11 6.9896e-15 8.7751e-32
24 6.2658 0 7.3282e-07 5.3334e-06 1.4182e-05 2.7049e-05 4.1491e-05 5.7166e-05 7.4117e-05 9.1892e-05 0.0001106 0.00013061 0.00015215 0.00017518 0.00019955 0.00022507 0.00025154 0.00027874 0.00030639 0.00033417 0.00036183 0.0003891 0.00041576 0.00044166 0.0004666 0.00049054 0.0005133 0.00053487 0.00055503 0.00057389 0.00059116 0.00060682 0.00062067 0.000633 0.00064318 0.00065116 0.00065702 0.00066075 0.00066183 0.00066022 0.00065657 0.00065024 0.00064123 0.00063033 0.00061689 0.00060143 0.00058413 0.00056508 0.00054461 0.00054051 0.00053587 0.00053061 0.00052479 0.00051822 0.0005104 0.00050129 0.00049096 0.00047896 0.00046467 0.0004453 0.00042537 0.00040078 0.00037337 0.00034228 0.00030834 0.00027211 0.00023332 0.00019301 0.00015424 0.00011809 8.518e-05 5.8896e-05 3.7923e-05 2.2039e-05 1.1901e-05 5.7685e-06 2.4344e-06 8.4535e-07 2.2509e-07 4.759e-08 2.8118e-09 3.6144e-12 3.7756e-17 5.1068e-43
25 7.1191 0 1.062e-07 1.2922e-06 4.9633e-06 1.2247e-05 2.3108e-05 3.5999e-05 5.0156e-05 6.567e-05 8.2555e-05 0.00010059 0.00011968 0.00013995 0.00016154 0.00018441 0.00020842 0.00023331 0.00025889 0.00028494 0.00031119 0.00033745 0.0003635 0.00038914 0.00041425 0.00043866 0.0004623 0.00048499 0.00050669 0.00052722 0.00054659 0.00056457 0.00058113 0.0005961 0.00060958 0.00062108 0.00063061 0.00063815 0.00064354 0.00064644 0.00064692 0.00064521 0.00064085 0.00063404 0.00062502 0.00061354 0.00059997 0.00058433 0.0005669 0.00056084 0.00055432 0.00054696 0.00053854 0.00052915 0.00051869 0.00050657 0.00049237 0.00047617 0.00045554 0.00043461 0.00040858 0.00038006 0.00034891 0.00031555 0.00027977 0.00024155 0.00020206 0.00016348 0.00012764 9.4375e-05 6.6522e-05 4.452e-05 2.7476e-05 1.5492e-05 8.0823e-06 3.7477e-06 1.5029e-06 4.8533e-07 1.2157e-07 2.0496e-08 3.9825e-10 1.6536e-13 2.2959e-19 1.3834e-55
26 8.0466 0 1.7779e-08 5.0549e-07 2.0442e-06 5.3225e-06 1.1275e-05 2.021e-05 3.1415e-05 4.4125e-05 5.8103e-05 7.348e-05 9.0294e-05 0.00010838 0.00012762 0.00014793 0.00016933 0.00019175 0.00021501 0.00023901 0.0002635 0.00028832 0.00031323 0.00033809 0.00036271 0.00038697 0.00041072 0.0004339 0.00045633 0.00047798 0.00049865 0.00051837 0.00053689 0.00055422 0.00057021 0.00058473 0.00059747 0.00060839 0.00061743 0.00062432 0.00062891 0.00063121 0.00063122 0.00062875 0.00062388 0.00061665 0.00060705 0.00059516 0.00058119 0.00057321 0.00056415 0.00055436 0.00054361 0.00053138 0.00051731 0.00050146 0.00048397 0.00046225 0.00043967 0.00041236 0.00038367 0.00035283 0.00031986 0.00028443 0.00024686 0.00020877 0.00017125 0.00013539 0.00010262 7.3931e-05 5.0749e-05 3.291e-05 1.9436e-05 1.0735e-05 5.3845e-06 2.3974e-06 9.0953e-07 2.7386e-07 6.5609e-08 6.3059e-09 2.9845e-11 4.7872e-15 9.7768e-23 2.1221e-76
27 9.0514 0 3.0263e-09 3.0488e-07 1.0981e-06 2.7972e-06 5.7624e-06 1.0712e-05 1.8036e-05 2.7553e-05 3.8811e-05 5.143e-05 6.5338e-05 8.058e-05 9.7198e-05 0.00011508 0.0001341 0.00015419 0.00017517 0.00019692 0.00021936 0.00024229 0.00026561 0.00028915 0.00031274 0.00033629 0.00035964 0.00038268 0.00040532 0.00042743 0.00044893 0.00046968 0.00048961 0.00050856 0.00052644 0.00054314 0.00055847 0.00057222 0.00058426 0.00059454 0.00060274 0.00060884 0.00061272 0.00061432 0.00061356 0.00061036 0.0006048 0.00059684 0.00058654 0.00057623 0.00056515 0.00055267 0.00053862 0.00052308 0.00050622 0.00048786 0.00046451 0.00044035 0.00041261 0.00038408 0.00035366 0.00032105 0.00028608 0.00024962 0.00021299 0.00017682 0.0001417 0.00010894 8.0738e-05 5.6485e-05 3.7922e-05 2.3666e-05 1.3613e-05 7.3036e-06 3.5363e-06 1.5087e-06 5.3827e-07 1.5075e-07 3.0729e-08 1.1909e-09 1.2798e-12 5.2274e-17 5.2302e-29 0
28 10.136 0 1.2227e-10 1.6491e-07 5.5442e-07 1.5926e-06 3.3079e-06 6.0544e-06 1.0302e-05 1.6398e-05 2.4398e-05 3.4166e-05 4.5442e-05 5.8054e-05 7.1919e-05 8.7007e-05 0.0001033 0.00012074 0.00013924 0.00015869 0.00017892 0.00019984 0.00022131 0.00024318 0.00026538 0.00028773 0.00031014 0.00033251 0.00035472 0.00037668 0.0003983 0.00041947 0.00044009 0.00046006 0.00047924 0.0004975 0.00051471 0.00053065 0.00054519 0.00055812 0.00056936 0.00057869 0.00058602 0.00059119 0.00059417 0.00059477 0.00059299 0.00058884 0.00058225 0.00056979 0.0005558 0.00054048 0.00052399 0.00050653 0.00048679 0.00046201 0.00043723 0.0004094 0.00038118 0.00035119 0.00031902 0.00028489 0.00024992 0.00021481 0.00018003 0.00014614 0.00011402 8.6198e-05 6.1921e-05 4.2482e-05 2.7784e-05 1.6647e-05 9.4325e-06 4.8995e-06 2.2896e-06 9.3457e-07 3.115e-07 8.3789e-08 1.0621e-08 1.2728e-10 4.4263e-14 8.7185e-20 4.58e-33 0
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30 12.56 0 0 9.3997e-09 7.016e-08 3.1478e-07 1.0131e-06 2.1227e-06 3.7737e-06 6.1842e-06 9.5784e-06 1.4148e-05 2.0038e-05 2.7292e-05 3.5896e-05 4.5795e-05 5.6917e-05 6.9198e-05 8.2588e-05 9.6998e-05 0.00011237 0.0001286 0.00014563 0.00016336 0.00018172 0.0002006 0.00021991 0.00023961 0.00025957 0.00027973 0.00029999 0.00032027 0.0003405 0.00036056 0.00038037 0.00039977 0.00041863 0.00043682 0.00045414 0.00047045 0.00048558 0.00049937 0.00051166 0.0005223 0.0005311 0.00053798 0.00054272 0.00054527 0.00054544 0.00052884 0.00051104 0.00049115 0.00046946 0.00044449 0.00042003 0.000393 0.0003656 0.00033667 0.00030619 0.0002749 0.0002432 0.00021147 0.00017984 0.00014921 0.00012029 9.3553e-05 7.0154e-05 5.0497e-05 3.4629e-05 2.2799e-05 1.3965e-05 8.0949e-06 4.3467e-06 2.1264e-06 9.2286e-07 3.4207e-07 1.0252e-07 1.5475e-08 2.9766e-10 2.7967e-13 1.0158e-17 6.184e-27 4.697e-53 0
31 13.905 0 0 1.808e-09 2.0992e-08 9.9385e-08 4.7981e-07 1.1961e-06 2.2799e-06 3.8634e-06 6.1114e-06 9.1905e-06 1.3245e-05 1.8403e-05 2.4725e-05 3.2257e-05 4.0954e-05 5.0771e-05 6.1695e-05 7.3628e-05 8.6551e-05 0.00010037 0.00011506 0.00013052 0.00014668 0.00016349 0.00018086 0.00019871 0.00021701 0.00023564 0.00025455 0.00027367 0.00029288 0.00031215 0.00033136 0.0003504 0.00036915 0.00038743 0.00040512 0.00042208 0.00043814 0.0004531 0.00046686 0.00047921 0.00049003 0.00049911 0.00050635 0.00051155 0.00051462 0.00049618 0.0004761 0.00045458 0.00043008 0.00040624 0.0003799 0.00035331 0.00032521 0.00029607 0.00026639 0.00023655 0.00020656 0.00017679 0.00014801 0.00012073 9.5441e-05 7.282e-05 5.3495e-05 3.761e-05 2.5361e-05 1.6275e-05 9.7826e-06 5.5495e-06 2.9058e-06 1.377e-06 5.752e-07 2.0433e-07 5.244e-08 3.7363e-09 2.1434e-11 6.4752e-15 6.4438e-21 9.266e-31 2.9797e-63 0
32 15.342 0 0 4.1404e-10 6.2716e-09 3.4866e-08 1.9071e-07 6.3397e-07 1.3496e-06 2.397e-06 3.9002e-06 5.987e-06 8.7863e-06 1.2414e-05 1.6966e-05 2.2515e-05 2.9114e-05 3.6743e-05 4.5398e-05 5.505e-05 6.5651e-05 7.7169e-05 8.9536e-05 0.00010272 0.00011664 0.00013126 0.00014653 0.00016238 0.00017875 0.00019558 0.0002128 0.00023037 0.00024822 0.00026626 0.00028441 0.00030258 0.00032064 0.00033848 0.00035595 0.00037293 0.00038923 0.00040474 0.00041927 0.00043271 0.00044484 0.00045553 0.00046461 0.00047189 0.00047726 0.00045739 0.00043624 0.00041249 0.00038931 0.00036396 0.00033839 0.00031149 0.00028388 0.00025592 0.00022792 0.00019979 0.00017203 0.00014517 0.00011971 9.594e-05 7.4496e-05 5.5619e-05 4.0137e-05 2.7592e-05 1.836e-05 1.1467e-05 6.7984e-06 3.7724e-06 1.9224e-06 8.8275e-07 3.5578e-07 1.2011e-07 2.0411e-08 5.3237e-10 9.4135e-13 9.5325e-17 1.6474e-24 3.2872e-38 0 0
33 16.875 0 0 9.9687e-11 1.6909e-09 1.3108e-08 6.2084e-08 3.0792e-07 7.7447e-07 1.4709e-06 2.478e-06 3.8942e-06 5.8265e-06 8.3703e-06 1.1626e-05 1.5668e-05 2.0561e-05 2.6362e-05 3.3054e-05 4.066e-05 4.9152e-05 5.8516e-05 6.8714e-05 7.97e-05 9.1447e-05 0.00010391 0.00011705 0.00013083 0.00014517 0.00016005 0.00017542 0.00019122 0.00020739 0.0002239 0.00024063 0.00025753 0.00027449 0.0002914 0.00030815 0.00032458 0.00034061 0.00035603 0.00037076 0.00038462 0.00039746 0.00040911 0.00041937 0.00042815 0.00043525 0.00041475 0.00039198 0.00036967 0.0003456 0.00032117 0.00029585 0.00026995 0.00024383 0.00021765 0.00019145 0.00016576 0.0001409 0.00011726 9.5177e-05 7.5042e-05 5.7203e-05 4.1894e-05 2.9601e-05 2.0094e-05 1.3105e-05 8.0328e-06 4.6863e-06 2.541e-06 1.2607e-06 5.602e-07 2.2059e-07 6.2824e-08 5.2245e-09 4.2807e-11 2.6095e-14 7.1329e-19 5.9446e-28 4.692e-43 0 0
34 18.507 0 0 2.1381e-11 4.7515e-10 4.3065e-09 2.1839e-08 1.2741e-07 4.1986e-07 8.897e-07 1.5632e-06 2.5217e-06 3.851e-06 5.6327e-06 7.948e-06 1.0866e-05 1.4461e-05 1.8787e-05 2.3886e-05 2.9761e-05 3.6442e-05 4.3903e-05 5.2138e-05 6.1127e-05 7.0841e-05 8.126e-05 9.2349e-05 0.00010406 0.0001164 0.00012929 0.00014271 0.00015662 0.00017098 0.00018572 0.00020082 0.00021619 0.00023173 0.00024736 0.00026297 0.00027848 0.00029372 0.0003086 0.00032299 0.00033672 0.00034969 0.00036171 0.00037263 0.00038228 0.0003905 0.00036909 0.00034807 0.00032538 0.00030223 0.0002786 0.00025457 0.0002304 0.00020608 0.00018189 0.00015824 0.0001354 0.00011362 9.3221e-05 7.4542e-05 5.7857e-05 4.3224e-05 3.1198e-05 2.1655e-05 1.4498e-05 9.2437e-06 5.6036e-06 3.2067e-06 1.6972e-06 8.1929e-07 3.5446e-07 1.3361e-07 2.5135e-08 8.0361e-10 2.051e-12 4.7044e-16 2.0404e-22 1.0066e-31 2.5702e-52 0 0
35 20.241 0 0 8.897e-13 1.3917e-10 1.2185e-09 8.3899e-09 4.173e-08 2.0492e-07 5.2255e-07 9.8237e-07 1.6301e-06 2.5354e-06 3.7744e-06 5.4126e-06 7.5144e-06 1.0134e-05 1.3334e-05 1.7149e-05 2.1637e-05 2.6787e-05 3.2637e-05 3.9171e-05 4.6391e-05 5.4289e-05 6.284e-05 7.2026e-05 8.1828e-05 9.2219e-05 0.00010319 0.0001147 0.00012671 0.00013919 0.00015213 0.00016545 0.00017911 0.00019305 0.00020717 0.0002214 0.00023564 0.00024978 0.00026373 0.00027734 0.00029055 0.00030318 0.0003151 0.00032616 0.00033618 0.00034502 0.00032505 0.0003037 0.00028204 0.00026019 0.00023809 0.00021591 0.00019353 0.00017138 0.00014973 0.00012888 0.00010897 9.0282e-05 7.3077e-05 5.7601e-05 4.3955e-05 3.2291e-05 2.2963e-05 1.5642e-05 1.0377e-05 6.48e-06 3.8869e-06 2.1738e-06 1.1256e-06 5.2827e-07 2.2583e-07 7.1058e-08 6.6428e-09 6.924e-11 6.0528e-14 4.8447e-18 9.6876e-26 3.7932e-36 3.869e-61 0 0
36 22.08 0 0 0 2.966e-11 3.6653e-10 2.8415e-09 1.4114e-08 8.3128e-08 2.8188e-07 6.0762e-07 1.0565e-06 1.6744e-06 2.5261e-06 3.6718e-06 5.1718e-06 7.0733e-06 9.4197e-06 1.2267e-05 1.5634e-05 1.9574e-05 2.4082e-05 2.9194e-05 3.4903e-05 4.1211e-05 4.8116e-05 5.5597e-05 6.3657e-05 7.2285e-05 8.1448e-05 9.1141e-05 0.00010133 0.00011201 0.00012313 0.00013467 0.00014659 0.00015883 0.00017133 0.00018401 0.0001968 0.00020962 0.00022236 0.00023497 0.00024728 0.00025922 0.00027065 0.00028143 0.00029141 0.00030049 0.00028097 0.00026105 0.00024107 0.00022094 0.00020069 0.00018032 0.0001602 0.00014054 0.0001216 0.00010351 8.6523e-05 7.0808e-05 5.6575e-05 4.392e-05 3.2984e-05 2.3843e-05 1.6669e-05 1.129e-05 7.323e-06 4.5492e-06 2.6694e-06 1.4668e-06 7.3971e-07 3.4164e-07 1.4033e-07 2.9356e-08 1.0755e-09 3.4989e-12 1.1752e-15 2.0988e-20 2.3544e-29 6.0336e-41 0 0 0
37 24.027 0 0 0 3.6991e-12 1.1419e-10 8.4508e-10 5.4492e-09 2.6232e-08 1.3236e-07 3.5383e-07 6.7583e-07 1.1113e-06 1.6995e-06 2.4959e-06 3.5517e-06 4.916e-06 6.6292e-06 8.7289e-06 1.1252e-05 1.4221e-05 1.7676e-05 2.1618e-05 2.6075e-05 3.1043e-05 3.6529e-05 4.2546e-05 4.9075e-05 5.6112e-05 6.3653e-05 7.1678e-05 8.0185e-05 8.9154e-05 9.8562e-05 0.00010839 0.00011861 0.00012916 0.00014001 0.0001511 0.00016237 0.00017374 0.00018516 0.00019652 0.00020774 0.00021873 0.00022938 0.00023959 0.0002492 0.00025806 0.00023987 0.00022173 0.00020349 0.00018507 0.00016669 0.00014858 0.00013088 0.00011379 9.746e-05 8.2116e-05 6.7875e-05 5.4899e-05 4.3269e-05 3.3114e-05 2.4482e-05 1.7495e-05 1.2075e-05 8.0654e-06 5.1679e-06 3.1595e-06 1.8273e-06 9.8085e-07 4.843e-07 2.2307e-07 7.6333e-08 7.8528e-09 9.6292e-11 1.0516e-13 1.4596e-17 1.1077e-23 1.5172e-33 4.652e-50 0 0 0
38 26.085 0 0 0 7.8046e-13 2.4029e-11 2.7382e-10 1.8482e-09 9.1212e-09 4.9616e-08 1.8267e-07 4.1405e-07 7.3049e-07 1.1484e-06 1.7065e-06 2.4478e-06 3.4165e-06 4.6517e-06 6.1884e-06 8.0555e-06 1.0289e-05 1.2899e-05 1.5922e-05 1.9358e-05 2.3232e-05 2.7552e-05 3.2315e-05 3.7532e-05 4.3198e-05 4.9308e-05 5.5868e-05 6.2859e-05 7.0279e-05 7.812e-05 8.6354e-05 9.4962e-05 0.00010391 0.00011318 0.00012271 0.00013245 0.00014235 0.00015238 0.00016242 0.00017245 0.00018235 0.00019201 0.00020139 0.00021038 0.00021885 0.00020244 0.00018599 0.0001694 0.00015295 0.00013676 0.00012095 0.00010567 9.1032e-05 7.7242e-05 6.4417e-05 5.2681e-05 4.2091e-05 3.2771e-05 2.4756e-05 1.8036e-05 1.2732e-05 8.6403e-06 5.746e-06 3.621e-06 2.1898e-06 1.2403e-06 6.5151e-07 3.2042e-07 1.4025e-07 3.1445e-08 1.3185e-09 5.0414e-12 2.0531e-15 1.0326e-19 3.3189e-27 8.3521e-38 1.1003e-58 0 0 0
39 28.258 0 0 0 1.7968e-13 4.0593e-12 8.1361e-11 5.8635e-10 3.4786e-09 1.5777e-08 7.9094e-08 2.3052e-07 4.6164e-07 7.7032e-07 1.1707e-06 1.6963e-06 2.3838e-06 3.269e-06 4.3811e-06 5.7561e-06 7.4099e-06 9.3753e-06 1.1662e-05 1.4298e-05 1.729e-05 2.0649e-05 2.4386e-05 2.8505e-05 3.3014e-05 3.7912e-05 4.3197e-05 4.8875e-05 5.4935e-05 6.1367e-05 6.8168e-05 7.5323e-05 8.2807e-05 9.0586e-05 9.8642e-05 0.00010694 0.00011543 0.00012405 0.00013279 0.00014154 0.0001503 0.00015896 0.00016739 0.00017557 0.00018338 0.00016872 0.00015397 0.00013936 0.00012499 0.00011097 9.7404e-05 8.438e-05 7.2069e-05 6.0584e-05 5.0039e-05 4.0473e-05 3.198e-05 2.4604e-05 1.8351e-05 1.3187e-05 9.1554e-06 6.2157e-06 4.0477e-06 2.5372e-06 1.5052e-06 8.3633e-07 4.3354e-07 2.1392e-07 7.5574e-08 8.6981e-09 1.1998e-10 1.5045e-13 2.6478e-17 3.2345e-22 2.6933e-31 5.085e-43 0 0 0 0
40 30.548 0 0 0 8.7684e-15 1.0642e-12 1.7711e-11 1.8961e-10 1.189e-09 5.7603e-09 2.7697e-08 1.11e-07 2.7155e-07 4.9917e-07 7.9584e-07 1.1781e-06 1.6714e-06 2.3054e-06 3.1111e-06 4.1107e-06 5.3323e-06 6.7933e-06 8.5165e-06 1.0514e-05 1.2803e-05 1.5395e-05 1.8297e-05 2.1522e-05 2.5073e-05 2.8956e-05 3.3175e-05 3.7724e-05 4.2611e-05 4.7831e-05 5.3379e-05 5.9242e-05 6.541e-05 7.1871e-05 7.8587e-05 8.5534e-05 9.2691e-05 0.00010002 0.00010748 0.00011503 0.00012261 0.00013017 0.00013765 0.00014496 0.00015202 0.00013903 0.00012616 0.00011349 0.00010111 8.9143e-05 7.7641e-05 6.6733e-05 5.6514e-05 4.7092e-05 3.8508e-05 3.0837e-05 2.4103e-05 1.8332e-05 1.3492e-05 9.5718e-06 6.5985e-06 4.4298e-06 2.8548e-06 1.7629e-06 1.0293e-06 5.6104e-07 2.9438e-07 1.3409e-07 3.0707e-08 1.4754e-09 6.363e-12 2.8428e-15 2.1051e-19 1.8856e-25 2.0048e-35 1.3084e-48 0 0 0 0
41 32.959 0 0 0 0 1.9771e-13 3.6622e-12 5.4699e-11 3.8518e-10 2.1703e-09 9.2977e-09 4.3976e-08 1.4195e-07 3.0444e-07 5.2632e-07 8.0996e-07 1.1709e-06 1.6316e-06 2.2152e-06 2.9434e-06 3.84e-06 4.9223e-06 6.2077e-06 7.7134e-06 9.4495e-06 1.1431e-05 1.3671e-05 1.6171e-05 1.8943e-05 2.1991e-05 2.5319e-05 2.8933e-05 3.2835e-05 3.7025e-05 4.15e-05 4.6257e-05 5.1284e-05 5.6563e-05 6.2094e-05 6.7852e-05 7.3802e-05 7.9942e-05 8.6218e-05 9.2619e-05 9.9102e-05 0.0001056 0.00011211 0.00011853 0.00012479 0.00011351 0.0001024 9.1547e-05 8.1039e-05 7.0938e-05 6.1341e-05 5.2316e-05 4.3952e-05 3.6293e-05 2.9409e-05 2.3321e-05 1.8039e-05 1.3558e-05 9.8339e-06 6.9222e-06 4.719e-06 3.1466e-06 2.0019e-06 1.2205e-06 6.9788e-07 3.8156e-07 1.9958e-07 6.9442e-08 8.4521e-09 1.3914e-10 1.8552e-13 3.5972e-17 9.3282e-22 3.5192e-29 1.8505e-40 5.32e-62 0 0 0 0
42 35.493 0 0 0 0 1.5011e-14 9.2977e-13 1.2175e-11 1.2437e-10 7.3818e-10 3.5469e-09 1.5062e-08 6.3003e-08 1.6921e-07 3.2998e-07 5.432e-07 8.131e-07 1.1523e-06 1.5786e-06 2.1128e-06 2.7702e-06 3.5697e-06 4.5261e-06 5.6524e-06 6.9649e-06 8.4702e-06 1.018e-05 1.2106e-05 1.4252e-05 1.6626e-05 1.9234e-05 2.2077e-05 2.5163e-05 2.8494e-05 3.2068e-05 3.5881e-05 3.9933e-05 4.4219e-05 4.8716e-05 5.3421e-05 5.8325e-05 6.3386e-05 6.8619e-05 7.3968e-05 7.9432e-05 8.496e-05 9.0502e-05 9.6042e-05 0.00010152 9.1846e-05 8.2385e-05 7.3215e-05 6.439e-05 5.5994e-05 4.8078e-05 4.0705e-05 3.3916e-05 2.7775e-05 2.2308e-05 1.7523e-05 1.3419e-05 9.9748e-06 7.1553e-06 4.9744e-06 3.3881e-06 2.2158e-06 1.4009e-06 8.3686e-07 4.7513e-07 2.6663e-07 1.2162e-07 2.6468e-08 1.4392e-09 7.2755e-12 3.2953e-15 2.8764e-19 1.7891e-24 3.1552e-33 9.8214e-46 0 0 0 0 0
43 38.154 0 0 0 0 2.3721e-15 1.525e-13 2.8474e-12 3.4486e-11 2.4318e-10 1.31e-09 5.4593e-09 2.3515e-08 8.2262e-08 1.9152e-07 3.4828e-07 5.5142e-07 8.0566e-07 1.1225e-06 1.5157e-06 2.0006e-06 2.5913e-06 3.302e-06 4.1446e-06 5.1292e-06 6.2686e-06 7.5693e-06 9.0407e-06 1.0693e-05 1.2528e-05 1.4555e-05 1.6778e-05 1.9199e-05 2.1822e-05 2.4652e-05 2.7689e-05 3.0925e-05 3.4357e-05 3.7987e-05 4.1798e-05 4.5777e-05 4.9933e-05 5.4222e-05 5.8659e-05 6.319e-05 6.7816e-05 7.2508e-05 7.7213e-05 8.1914e-05 7.3717e-05 6.5763e-05 5.8096e-05 5.0786e-05 4.3879e-05 3.7424e-05 3.1446e-05 2.6004e-05 2.1125e-05 1.6822e-05 1.3093e-05 9.9287e-06 7.3029e-06 5.1818e-06 3.5744e-06 2.4067e-06 1.5631e-06 9.7069e-07 5.7264e-07 3.3324e-07 1.8024e-07 5.8175e-08 6.8313e-09 1.4286e-10 2.0251e-13 3.941e-17 1.352e-21 7.6712e-28 3.6025e-38 5.461e-52 0 0 0 0 0
44 40.945 0 0 0 0 3.0185e-16 1.7487e-14 6.671e-13 7.9687e-12 7.7307e-11 4.482e-10 2.1284e-09 8.2843e-09 3.4259e-08 9.9842e-08 2.0884e-07 3.5939e-07 5.5167e-07 7.8975e-07 1.0829e-06 1.4432e-06 1.8819e-06 2.4099e-06 3.0389e-06 3.7778e-06 4.6357e-06 5.6225e-06 6.7437e-06 8.0063e-06 9.419e-06 1.0985e-05 1.2709e-05 1.4597e-05 1.6652e-05 1.8875e-05 2.1269e-05 2.3835e-05 2.6569e-05 2.9464e-05 3.2523e-05 3.5739e-05 3.9092e-05 4.2594e-05 4.6207e-05 4.9947e-05 5.3775e-05 5.7679e-05 6.1638e-05 6.5608e-05 5.8746e-05 5.2123e-05 4.5792e-05 3.9793e-05 3.417e-05 2.8941e-05 2.4151e-05 1.9825e-05 1.5981e-05 1.262e-05 9.7342e-06 7.3126e-06 5.3087e-06 3.7322e-06 2.5514e-06 1.7088e-06 1.0931e-06 6.6977e-07 3.9927e-07 2.3858e-07 1.0231e-07 1.9738e-08 1.1205e-09 7.4819e-12 3.2867e-15 2.9756e-19 3.4254e-24 1.3052e-31 2.4976e-43 0 0 0 0 0 0
45 43.868 0 0 0 0 6.4297e-18 3.2969e-15 1.0699e-13 1.9755e-12 2.0833e-11 1.4915e-10 7.7973e-10 3.2182e-09 1.2565e-08 4.5765e-08 1.1466e-07 2.2132e-07 3.6418e-07 5.4434e-07 7.6584e-07 1.0358e-06 1.3633e-06 1.7579e-06 2.2278e-06 2.7824e-06 3.4286e-06 4.1734e-06 5.0254e-06 5.9886e-06 7.0687e-06 8.2727e-06 9.6044e-06 1.1067e-05 1.2666e-05 1.4404e-05 1.6283e-05 1.83e-05 2.0458e-05 2.2759e-05 2.5192e-05 2.7758e-05 3.0458e-05 3.3271e-05 3.6212e-05 3.925e-05 4.2391e-05 4.5607e-05 4.8887e-05 5.2212e-05 4.652e-05 4.1064e-05 3.5878e-05 3.1e-05 2.645e-05 2.2262e-05 1.8453e-05 1.504e-05 1.2032e-05 9.4239e-06 7.2068e-06 5.3574e-06 3.8456e-06 2.677e-06 1.8301e-06 1.1998e-06 7.6158e-07 4.6441e-07 2.9253e-07 1.5398e-07 4.2767e-08 4.4491e-09 1.0998e-10 2.0374e-13 3.6035e-17 1.315e-21 3.8273e-27 3.7025e-36 1.9901e-49 0 0 0 0 0 0
46 46.928 0 0 0 0 0 3.4855e-16 1.6128e-14 4.3387e-13 5.0771e-12 4.6239e-11 2.694e-10 1.2634e-09 4.7077e-09 1.8413e-08 5.6754e-08 1.2633e-07 2.2891e-07 3.6338e-07 5.3077e-07 7.3508e-07 9.8191e-07 1.2782e-06 1.631e-06 2.0475e-06 2.5344e-06 3.0973e-06 3.7418e-06 4.475e-06 5.3002e-06 6.222e-06 7.2458e-06 8.3753e-06 9.6131e-06 1.0962e-05 1.2426e-05 1.4006e-05 1.5701e-05 1.7511e-05 1.9437e-05 2.1475e-05 2.362e-05 2.5879e-05 2.8234e-05 3.0695e-05 3.3238e-05 3.5866e-05 3.8564e-05 4.1317e-05 3.6635e-05 3.2172e-05 2.7961e-05 2.4019e-05 2.0375e-05 1.7044e-05 1.4036e-05 1.1361e-05 9.0209e-06 7.0093e-06 5.3145e-06 3.9122e-06 2.7826e-06 1.921e-06 1.2941e-06 8.4377e-07 5.2727e-07 3.4073e-07 2.0707e-07 7.623e-08 1.2115e-08 6.3357e-10 5.8748e-12 2.8495e-15 2.4142e-19 3.3582e-24 9.1511e-31 4.2721e-41 0 0 0 0 0 0 0
47 50.126 0 0 0 0 ...
mp_support_graph('cl_st_graph_title') = {'Pstationary(Asset,Age), asset=x, age=color'};
mp_support_graph('cl_st_ytitle') = {'Conditional Aggregate Mass'};
mp_support_graph('cl_st_xtitle') = {'A (savings)'};
mp_support_graph('st_rowvar_name') = 'age=';
mp_support_graph('it_legend_select') = 5;
mp_support_graph('st_rounding') = '6.0f';
mp_support_graph('bl_graph_logy') = true;
mp_support_graph('cl_colors') = 'copper';
ff_graph_grid((tb_prob_aage{1:end, 3:end})', age_grid, agrid, mp_support_graph);% Consumption Choices
1.6 Probability Statistics A, C and V Conditional on Ages
Where are the mass at?
ap_ss = mp_dsvfi_results('ap_ss');
c_ss = mp_dsvfi_results('cons_ss');
v_ss = mp_dsvfi_results('v_ss');
n_ss = mp_dsvfi_results('n_ss');
y_head_inc = mp_dsvfi_results('y_head_inc_ss');
y_spouse_inc = mp_dsvfi_results('y_spouse_inc_ss');
yshr_wage = mp_dsvfi_results('yshr_wage_ss');
yshr_SS = mp_dsvfi_results('yshr_SS_ss');
yshr_nttxss = mp_dsvfi_results('yshr_nttxss_ss');
for it_ctr=1:size(ap_ss, 1)
if (ismember(it_ctr, round(linspace(1, size(ap_ss, 1), 3))))
display(['age =' num2str(age_grid(it_ctr))]);
% construct input data
Phi_true_age = Phi_true(it_ctr, :, :, : ,: ,:);
ap_ss_age = ap_ss(it_ctr, :, :, : ,: ,:);
c_ss_age = c_ss(it_ctr, :, :, : ,: ,:);
v_ss_age = v_ss(it_ctr, :, :, : ,: ,:);
n_ss_age = n_ss(it_ctr, :, :, : ,: ,:);
y_head_inc_age = y_head_inc(it_ctr, :, :, : ,: ,:);
y_spouse_inc_age = y_spouse_inc(it_ctr, :, :, : ,: ,:);
yshr_wage_age = yshr_wage(it_ctr, :, :, : ,: ,:);
yshr_SS_age = yshr_SS(it_ctr, :, :, : ,: ,:);
yshr_nttxss_age = yshr_nttxss(it_ctr, :, :, : ,: ,:);
mp_cl_ar_xyz_of_s = containers.Map('KeyType','char', 'ValueType','any');
mp_cl_ar_xyz_of_s('ap_ss') = {ap_ss_age(:), zeros(1)};
mp_cl_ar_xyz_of_s('c_ss') = {c_ss_age(:), zeros(1)};
mp_cl_ar_xyz_of_s('v_ss') = {v_ss_age(:), zeros(1)};
mp_cl_ar_xyz_of_s('n_ss') = {n_ss_age(:), zeros(1)};
mp_cl_ar_xyz_of_s('y_head_inc') = {y_head_inc_age(:), zeros(1)};
mp_cl_ar_xyz_of_s('y_spouse') = {y_spouse_inc_age(:), zeros(1)};
mp_cl_ar_xyz_of_s('yshr_wage') = {yshr_wage_age(:), zeros(1)};
mp_cl_ar_xyz_of_s('yshr_SS') = {yshr_SS_age(:), zeros(1)};
mp_cl_ar_xyz_of_s('yshr_nttxss') = {yshr_nttxss_age(:), zeros(1)};
mp_cl_ar_xyz_of_s('ar_st_y_name') = ["ap_ss", "c_ss", "v_ss", "n_ss",...
"y_head_inc", "y_spouse", "yshr_wage", "yshr_SS", "yshr_nttxss"];
% controls
mp_support = containers.Map('KeyType','char', 'ValueType','any');
mp_support('ar_fl_percentiles') = [0.01 10 25 50 75 90 99.99];
mp_support('bl_display_final') = true;
mp_support('bl_display_detail') = false;
mp_support('bl_display_drvm2outcomes') = false;
mp_support('bl_display_drvstats') = false;
mp_support('bl_display_drvm2covcor') = false;
% Call Function
mp_cl_mt_xyz_of_s = ff_simu_stats(Phi_true_age(:)/sum(Phi_true_age,'all'), mp_cl_ar_xyz_of_s, mp_support);
end
end
age =18
xxx tb_outcomes: all stats xxx
OriginalVariableNames ap_ss c_ss v_ss n_ss y_head_inc y_spouse yshr_wage yshr_SS yshr_nttxss
______________________ __________ __________ ___________ __________ __________ __________ ___________ _______ ___________
{'mean' } 0.13209 0.63361 -59.72 1.9854 0.71265 0.22832 1 0 0.16301
{'unweighted_sum' } 1.0935e+07 8.5257e+05 -1.1176e+07 21 15541 5033.3 1.676e+05 0 56210
{'sd' } 0.34847 0.37861 29.967 1.0848 0.54567 0.56949 2.2204e-16 0 0.033927
{'coefofvar' } 2.6381 0.59754 -0.50178 0.54639 0.76569 2.4943 2.2204e-16 NaN 0.20814
{'gini' } 0.7705 0.3109 -0.25126 0.268 0.36259 0.84016 0 NaN 0.11765
{'min' } 0 0.036717 -615.77 1 0.038108 0 0.0070076 0 0.036506
{'max' } 145.08 10.204 -3.7499 6 13.784 10.368 1 0 0.25228
{'pYis0' } 0.10805 0 0 0 0 0.52499 0 1 0
{'pYls0' } 0 0 1 0 0 0 0 0 0
{'pYgr0' } 0.89195 1 0 1 1 0.47501 1 0 1
{'pYisMINY' } 0.10805 1.3288e-05 5.8837e-08 0.41786 2.5312e-05 0.52499 0 1 1.3288e-05
{'pYisMAXY' } 0 0 0 0.0060544 0 3.9814e-08 1 1 0
{'p0_01' } 0 0.047727 -352.03 1 0.046651 0 1 0 0.043635
{'p10' } 0 0.24819 -96.425 1 0.23528 0 1 0 0.11668
{'p25' } 0.012214 0.36957 -70.656 1 0.35258 0 1 0 0.14062
{'p50' } 0.032959 0.55272 -52.866 2 0.56523 0 1 0 0.16445
{'p75' } 0.076248 0.80075 -39.739 3 0.90612 0.24502 1 0 0.18866
{'p90' } 0.4782 1.1197 -31.147 4 1.3579 0.84753 1 0 0.20586
{'p99_99' } 5.4534 3.6548 -10.999 6 6.8484 8.2655 1 0 0.24529
{'fl_cov_ap_ss' } 0.12143 0.055156 2.4756 0.02663 0.050357 0.18246 7.6315e-33 0 0.0057593
{'fl_cor_ap_ss' } 1 0.41805 0.23707 0.070443 0.26483 0.91943 9.8628e-17 NaN 0.48714
{'fl_cov_c_ss' } 0.055156 0.14335 8.0725 0.076682 0.18653 0.071672 1.7081e-32 0 0.011163
{'fl_cor_c_ss' } 0.41805 1 0.7115 0.1867 0.90288 0.33241 2.0318e-16 NaN 0.86903
{'fl_cov_v_ss' } 2.4756 8.0725 898 0.45095 10.05 3.4951 -2.0646e-31 0 0.86319
{'fl_cor_v_ss' } 0.23707 0.7115 1 0.013872 0.61462 0.2048 -3.1028e-17 NaN 0.84902
{'fl_cov_n_ss' } 0.02663 0.076682 0.45095 1.1768 -4.12e-18 0.13323 3.5437e-31 0 0.007516
{'fl_cor_n_ss' } 0.070443 0.1867 0.013872 1 -6.96e-18 0.21565 1.4712e-15 NaN 0.20421
{'fl_cov_y_head_inc' } 0.050357 0.18653 10.05 -4.12e-18 0.29776 0.010455 6.4579e-33 0 0.01319
{'fl_cor_y_head_inc' } 0.26483 0.90288 0.61462 -6.96e-18 1 0.033645 5.3299e-17 NaN 0.71249
{'fl_cov_y_spouse' } 0.18246 0.071672 3.4951 0.13323 0.010455 0.32432 2.907e-33 0 0.008688
{'fl_cor_y_spouse' } 0.91943 0.33241 0.2048 0.21565 0.033645 1 2.2988e-17 NaN 0.44966
{'fl_cov_yshr_wage' } 7.6315e-33 1.7081e-32 -2.0646e-31 3.5437e-31 6.4579e-33 2.907e-33 4.9304e-32 0 1.5152e-33
{'fl_cor_yshr_wage' } 9.8628e-17 2.0318e-16 -3.1028e-17 1.4712e-15 5.3299e-17 2.2988e-17 1 NaN 2.0113e-16
{'fl_cov_yshr_SS' } 0 0 0 0 0 0 0 0 0
{'fl_cor_yshr_SS' } NaN NaN NaN NaN NaN NaN NaN NaN NaN
{'fl_cov_yshr_nttxss'} 0.0057593 0.011163 0.86319 0.007516 0.01319 0.008688 1.5152e-33 0 0.0011511
{'fl_cor_yshr_nttxss'} 0.48714 0.86903 0.84902 0.20421 0.71249 0.44966 2.0113e-16 NaN 1
{'fracByP0_01' } 0 7.1734e-06 0.00073274 0.21046 7.788e-06 0 1 NaN 2.6212e-05
{'fracByP10' } 0 0.030664 0.21367 0.21046 0.027495 0 1 NaN 0.064588
{'fracByP25' } 0.0067284 0.10372 0.4286 0.21046 0.092606 0 1 NaN 0.18114
{'fracByP50' } 0.046851 0.29072 0.67444 0.53024 0.26377 0 1 NaN 0.41565
{'fracByP75' } 0.13176 0.54795 0.87012 0.77109 0.5245 0.12959 1 NaN 0.69442
{'fracByP90' } 0.35932 0.76949 0.95644 0.92834 0.74403 0.33886 1 NaN 0.86745
{'fracByP99_99' } 0.99576 0.99938 0.99998 1 0.99912 0.99627 1 NaN 0.99987
age =59
xxx tb_outcomes: all stats xxx
OriginalVariableNames ap_ss c_ss v_ss n_ss y_head_inc y_spouse yshr_wage yshr_SS yshr_nttxss
______________________ __________ __________ ___________ _________ __________ __________ ___________ _______ ___________
{'mean' } 9.6978 1.2003 -27.032 1.7239 1.6127 0.44918 0.82696 0 0.19547
{'unweighted_sum' } 1.1254e+07 1.0744e+06 -5.7273e+06 21 45380 9578.2 1.9048e+05 0 60191
{'sd' } 9.5091 0.76817 15.51 0.90777 1.276 1.113 0.1007 0 0.030398
{'coefofvar' } 0.98054 0.64 -0.57376 0.52659 0.79122 2.4779 0.12177 NaN 0.15551
{'gini' } 0.47956 0.33158 -0.29874 0.23461 0.38177 0.83796 0.067579 NaN 0.085735
{'min' } 0 0.05663 -230.76 1 0.059541 0 0.010906 0 0.048895
{'max' } 158.47 12.271 -1.694 6 23.47 20.112 1 0 0.25475
{'pYis0' } 0.004589 0 0 0 0 0.52499 0 1 0
{'pYls0' } 0 0 1 0 0 0 0 0 0
{'pYgr0' } 0.99541 1 0 1 1 0.47501 1 0 1
{'pYisMINY' } 0.004589 9.8045e-06 2.9682e-09 0.48835 9.869e-06 0.52499 1.567e-37 1 9.8045e-06
{'pYisMAXY' } 9.1885e-09 2.1301e-11 5.3537e-07 0.0036816 1.4932e-06 3.6378e-08 0.0054726 1 9.1885e-09
{'p0_01' } 0 0.07838 -123.12 1 0.08341 0 0.31258 0 0.060305
{'p10' } 1.2229 0.40584 -47.779 1 0.49527 0 0.69171 0 0.15301
{'p25' } 3.196 0.6516 -33.261 1 0.77993 0 0.76737 0 0.17828
{'p50' } 7.0976 1.0499 -23.135 2 1.2719 0 0.83981 0 0.20062
{'p75' } 13.089 1.547 -16.274 2 2.0397 0.48062 0.90058 0 0.21858
{'p90' } 21.159 2.1475 -11.776 3 3.1029 1.7714 0.94727 0 0.22967
{'p99_99' } 112.62 8.4781 -2.7295 6 15.937 16.033 1 0 0.25158
{'fl_cov_ap_ss' } 90.423 6.9267 101.69 0.81683 10.484 2.2203 -0.53029 0 0.19504
{'fl_cor_ap_ss' } 1 0.94827 0.68949 0.094628 0.86408 0.20978 -0.55378 NaN 0.67474
{'fl_cov_c_ss' } 6.9267 0.59008 8.839 0.23092 0.85409 0.24459 -0.034916 0 0.017838
{'fl_cor_c_ss' } 0.94827 1 0.74189 0.33116 0.87137 0.28607 -0.45137 NaN 0.76393
{'fl_cov_v_ss' } 101.69 8.839 240.55 2.5586 13.062 3.6105 -0.87809 0 0.43624
{'fl_cor_v_ss' } 0.68949 0.74189 1 0.18173 0.66001 0.20915 -0.56221 NaN 0.92529
{'fl_cov_n_ss' } 0.81683 0.23092 2.5586 0.82404 0.055266 0.27625 0.0021706 0 0.0074857
{'fl_cor_n_ss' } 0.094628 0.33116 0.18173 1 0.047713 0.27342 0.023745 NaN 0.27128
{'fl_cov_y_head_inc' } 10.484 0.85409 13.062 0.055266 1.6281 0.1162 -0.036142 0 0.026908
{'fl_cor_y_head_inc' } 0.86408 0.87137 0.66001 0.047713 1 0.08182 -0.28128 NaN 0.69373
{'fl_cov_y_spouse' } 2.2203 0.24459 3.6105 0.27625 0.1162 1.2388 0.021749 0 0.013251
{'fl_cor_y_spouse' } 0.20978 0.28607 0.20915 0.27342 0.08182 1 0.19404 NaN 0.39167
{'fl_cov_yshr_wage' } -0.53029 -0.034916 -0.87809 0.0021706 -0.036142 0.021749 0.010141 0 -0.00088567
{'fl_cor_yshr_wage' } -0.55378 -0.45137 -0.56221 0.023745 -0.28128 0.19404 1 NaN -0.28933
{'fl_cov_yshr_SS' } 0 0 0 0 0 0 0 0 0
{'fl_cor_yshr_SS' } NaN NaN NaN NaN NaN NaN NaN NaN NaN
{'fl_cov_yshr_nttxss'} 0.19504 0.017838 0.43624 0.0074857 0.026908 0.013251 -0.00088567 0 0.00092402
{'fl_cor_yshr_nttxss'} 0.67474 0.76393 0.92529 0.27128 0.69373 0.39167 -0.28933 NaN 1
{'fracByP0_01' } 0 6.875e-06 0.00049633 0.28329 5.7641e-06 0 3.3845e-05 NaN 3.3901e-05
{'fracByP10' } 0.0057779 0.026049 0.23158 0.28329 0.022494 0 0.075685 NaN 0.067703
{'fracByP25' } 0.040074 0.091752 0.44951 0.28329 0.082256 0 0.20868 NaN 0.19721
{'fracByP50' } 0.16977 0.26933 0.70658 0.72028 0.24076 0 0.45226 NaN 0.43979
{'fracByP75' } 0.42173 0.53549 0.88743 0.72028 0.48935 0.13542 0.71508 NaN 0.70745
{'fracByP90' } 0.67785 0.76094 0.96591 0.85389 0.72071 0.34015 0.88243 NaN 0.87932
{'fracByP99_99' } 0.99869 0.99925 0.99999 1 0.99889 0.99665 1 NaN 0.99987
age =100
xxx tb_outcomes: all stats xxx
OriginalVariableNames ap_ss c_ss v_ss n_ss y_head_inc y_spouse yshr_wage yshr_SS yshr_nttxss
______________________ _____ __________ __________ __________ ___________ __________ __________ ___________ ___________
{'mean' } 0 0.33019 -4.3147 1.4797 0.2355 0.09988 0.16682 0.82877 -0.71014
{'unweighted_sum' } 0 1.2179e+05 -3630.5 21 209.83 33.1 829.27 920.29 -278.4
{'sd' } 0 0.23351 1.1931 0.50567 0.021892 0.2444 0.22834 0.22976 0.24998
{'coefofvar' } NaN 0.7072 -0.27653 0.34173 0.092957 2.4469 1.3688 0.27723 -0.35202
{'gini' } NaN 0.2934 -0.14462 0.12034 0.043711 0.78724 0.72654 0.076067 -0.18079
{'min' } 0 0.19737 -12.197 1 0.22 0 0 0.027298 -0.89715
{'max' } 0 141.61 -0.0071775 6 5.666 3.0753 0.92039 1 0.21502
{'pYis0' } 1 0 0 0 0 0.52499 0.52499 0 0
{'pYls0' } 0 0 1 0 0 0 0 0 0.99419
{'pYgr0' } 0 1 0 1 1 0.47501 0.47501 1 0.0058068
{'pYisMINY' } 1 0.35707 1.4848e-10 0.5232 0.50347 0.52499 0.52499 0 0.35707
{'pYisMAXY' } 1 0 0 4.2206e-08 0 1.0335e-08 5.1171e-09 0.47283 0
{'p0_01' } 0 0.19737 -8.038 1 0.22 0 0 0.083406 -0.89715
{'p10' } 0 0.19737 -5.0665 1 0.22 0 0 0.31238 -0.89715
{'p25' } 0 0.19737 -5.0665 1 0.22 0 0 0.67484 -0.89715
{'p50' } 0 0.23607 -5.0103 1 0.22 0 0 0.98843 -0.88228
{'p75' } 0 0.34876 -3.7889 2 0.266 0.10166 0.31605 1 -0.5514
{'p90' } 0 0.58892 -2.3842 2 0.26656 0.48427 0.68079 1 -0.14859
{'p99_99' } 0 2.8508 -0.49608 4 0.31126 2.9082 0.9162 1 0.14044
{'fl_cov_ap_ss' } 0 0 0 0 0 0 0 0 0
{'fl_cor_ap_ss' } NaN NaN NaN NaN NaN NaN NaN NaN NaN
{'fl_cov_c_ss' } 0 0.054526 0.22623 0.059682 0.0015233 0.050691 0.040339 -0.041495 0.045639
{'fl_cor_c_ss' } NaN 1 0.812 0.50545 0.298 0.88823 0.75656 -0.77343 0.78185
{'fl_cov_v_ss' } 0 0.22623 1.4236 0.21735 0.011521 0.18354 0.19022 -0.19728 0.21697
{'fl_cor_v_ss' } NaN 0.812 1 0.36026 0.44106 0.62943 0.69819 -0.71963 0.72746
{'fl_cov_n_ss' } 0 0.059682 0.21735 0.2557 0.0018733 0.052581 0.087809 -0.089315 0.096294
{'fl_cor_n_ss' } NaN 0.50545 0.36026 1 0.16923 0.42546 0.76049 -0.76875 0.76178
{'fl_cov_y_head_inc' } 0 0.0015233 0.011521 0.0018733 0.00047925 0.00064761 0.00068213 -0.00073742 0.00089018
{'fl_cor_y_head_inc' } NaN 0.298 0.44106 0.16923 1 0.12104 0.13646 -0.14661 0.16266
{'fl_cov_y_spouse' } 0 0.050691 0.18354 0.052581 0.00064761 0.059731 0.043248 -0.04328 0.04769
{'fl_cor_y_spouse' } NaN 0.88823 0.62943 0.42546 0.12104 1 0.77497 -0.77074 0.78059
{'fl_cov_yshr_wage' } 0 0.040339 0.19022 0.087809 0.00068213 0.043248 0.052139 -0.052399 0.057004
{'fl_cor_yshr_wage' } NaN 0.75656 0.69819 0.76049 0.13646 0.77497 1 -0.99878 0.99865
{'fl_cov_yshr_SS' } 0 -0.041495 -0.19728 -0.089315 -0.00073742 -0.04328 -0.052399 0.05279 -0.057419
{'fl_cor_yshr_SS' } NaN -0.77343 -0.71963 -0.76875 -0.14661 -0.77074 -0.99878 1 -0.9997
{'fl_cov_yshr_nttxss'} 0 0.045639 0.21697 0.096294 0.00089018 0.04769 0.057004 -0.057419 0.062491
{'fl_cor_yshr_nttxss'} NaN 0.78185 0.72746 0.76178 0.16266 0.78059 0.99865 -0.9997 1
{'fracByP0_01' } NaN 0.21345 0.00043423 0.35357 0.47033 0 0 1.2624e-05 0.45111
{'fracByP10' } NaN 0.21345 0.51425 0.35357 0.47033 0 0 0.038453 0.45111
{'fracByP25' } NaN 0.21345 0.51425 0.35357 0.47033 0 0 0.15496 0.45111
{'fracByP50' } NaN 0.33309 0.6114 0.35357 0.47033 0 0 0.39906 0.63258
{'fracByP75' } NaN 0.53778 0.8525 0.99419 0.87579 0.19248 0.37577 1 0.8934
{'fracByP90' } NaN 0.74393 0.95864 0.99419 0.8936 0.62777 0.58886 1 0.98752
{'fracByP99_99' } NaN 0.99922 0.99999 0.99999 0.99991 0.9996 0.99995 1 1