1 Distribution Grid Search
This is the example vignette for function: snw_ds_main_grid_search from the PrjOptiSNW Package. This function solves for vfi and gets distribution induced by policy functions and exogenous distributions. Grid Search for VFI and Grid Search also for Distribution. The results are illustrative of the differences between using grid search and exact solution. The grid search solution here is not fully vectorized but loops over the state-space.
1.1 Test SNW_DS_MAIN_GRID_SEARCH Defaults More Dense
Rather than solving for "docdense", this solves for "moredense", which has fewer shocks, in order to save time given the relatively slow speed of this algorithm.
mp_params = snw_mp_param('default_moredense');
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_grid_search(mp_params, mp_controls);
Elapsed time is 13045.688258 seconds.
Completed SNW_VFI_MAIN_GRID_SEARCH;SNW_MP_PARAM=default_moredense;SNW_MP_CONTROL=default_test
Elapsed time is 13841.078692 seconds.
Completed SNW_DS_MAIN;SNW_MP_PARAM=;default_moredense;SNW_MP_CONTROL=;default_test
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 4.2955 5130.2 8.2965 1.9314 0.74079 0 135 0.17669 0 0.82331 0.17669 1.677e-05 0 0 0 0 0 0.005 0.02916 0.08788 0.48668 1.08 2.0261 3.8934 5 6.655 12.031 18.982 38.812 83.886 124.49 68.832 1 169.22 0.79723 5.4878 0.64966 90.469 0.30584 -1.6403 -0.13754 7.6543 0.48605 6.9504 0.54255 4.0118 0.33952 0.70393 0.088346 0.91831 0.62603 -0.89966 -0.3189 -0.018657 -0.0094705 0.12551 0.3732 0.14417 0.067175 0 0 0 0 0 1.5597e-05 0.00022606 0.00089584 0.0081262 0.026878 0.060803 0.13621 0.1847 0.25364 0.46061 0.6383 0.8679 0.97776 0.99771
ap_ss 33.948 11476 25.584 0.75362 0.43382 1 151 0 0 1 0.15798 1.7142e-05 1 1 1 1 1 8 12 16 25 32 39 47 51 56 68 79 101 129 147 169.22 0.79723 654.55 1 15.647 0.60069 461.86 0.50632 -5.5483 -0.15086 24.721 0.50905 18.689 0.47308 11.25 0.30875 6.0319 0.24549 3.107 0.68685 -3.2642 -0.37521 0.15724 0.025884 0.56121 0.54115 0.40397 0.06104 0.0046534 0.0046534 0.0046534 0.0046534 0.0046534 0.01423 0.031165 0.04751 0.11424 0.20219 0.30025 0.42648 0.49468 0.57582 0.75649 0.86708 0.96885 0.99614 0.99966
cons_ss 1.1795 1.585e+07 1.0182 0.86318 0.40848 0.035637 141.61 0 0 1 3.0983e-05 0 0.037518 0.058059 0.13195 0.20704 0.29751 0.45489 0.53136 0.59609 0.74671 0.93671 1.1221 1.3247 1.506 1.7054 2.3137 2.9636 5.0656 8.8504 13.2 5.4878 0.64966 15.647 0.60069 1.0367 1 18.773 0.51714 0.27084 0.18505 1.6205 0.8385 1.3917 0.88524 1.1772 0.81185 0.2288 0.23399 0.040872 0.22705 0.0080755 0.023325 -0.048948 -0.20246 0.029439 0.71332 0.078387 0.29763 3.2355e-06 4.235e-05 0.00089463 0.0069862 0.017834 0.048847 0.069863 0.093865 0.15005 0.22192 0.30887 0.41249 0.47227 0.54049 0.70619 0.81633 0.94259 0.99077 0.99878
v_ss -19.79 -1.1145e+07 35.654 -1.8016 -0.774 -868.79 25.518 0 0.76333 0.23667 1.7108e-07 0 -578.12 -344.11 -159.98 -78.096 -53.698 -32.997 -26.988 -22.091 -15.894 -10.381 -5.9826 -2.3214 -0.46619 1.2804 6.6006 10.396 16.17 20.536 22.661 90.469 0.30584 461.86 0.50632 18.773 0.51714 1271.2 1 -0.14874 -0.002902 28.123 0.41555 22.807 0.41427 18.742 0.36909 5.3163 0.15526 1.6881 0.26778 -2.042 -0.16842 0.35388 0.0418 1.0385 0.71854 0.68459 0.074226 0.0033094 0.022206 0.12039 0.3365 0.49989 0.71355 0.78873 0.85054 0.94479 1.0111 1.0516 1.0726 1.0761 1.0751 1.0559 1.0349 1.0093 1.0011 1.0001
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 -1.6403 -0.13754 -5.5483 -0.15086 0.27084 0.18505 -0.14874 -0.002902 2.0664 1 0.39182 0.1436 0.12359 0.055682 0.22895 0.11183 0.26823 0.19429 -0.062353 -0.24533 0.16535 0.33827 -0.103 -0.30175 0.014511 0.24904 0.11751 0.31601 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 1.6272 2.3969e+07 1.8982 1.1665 0.50121 0.038108 50.873 0 0 1 4.0601e-05 7.3335e-16 0.038151 0.061237 0.1319 0.22767 0.2886 0.44842 0.50691 0.60566 0.80577 1.0126 1.3251 1.7489 2.0211 2.3485 3.6089 4.9275 9.501 17.796 24.506 7.6543 0.48605 24.721 0.50905 1.6205 0.8385 28.123 0.41555 0.39182 0.1436 3.603 1 2.5324 0.86404 2.2672 0.83867 1.0705 0.58726 -0.015449 -0.046034 0.13194 0.20442 -0.11649 -0.25847 0.054695 0.71087 0.17119 0.34865 2.6801e-06 3.2013e-05 0.00060797 0.0055486 0.013576 0.03613 0.050758 0.067947 0.11088 0.16697 0.23812 0.33145 0.38922 0.45564 0.63283 0.76065 0.91905 0.98689 0.9983
y_head_inc 1.2682 5.6172e+05 1.5441 1.2175 0.50432 0.038108 24.357 0 0 1 8.94e-05 2.2222e-12 0.038121 0.059507 0.11754 0.22 0.25512 0.35313 0.41619 0.46744 0.60132 0.77648 0.99263 1.2992 1.5088 1.8199 2.754 4.0057 7.8371 15.635 22.259 6.9504 0.54255 18.689 0.47308 1.3917 0.88524 22.807 0.41427 0.12359 0.055682 2.5324 0.86404 2.3842 1 2.1394 0.97283 0.1482 0.09994 -0.0010249 -0.0037543 0.088648 0.16884 -0.087623 -0.23899 0.039902 0.63752 0.12753 0.31927 3.0788e-06 3.918e-05 0.00070589 0.0071821 0.015548 0.039481 0.054743 0.07211 0.11442 0.16777 0.23785 0.32668 0.38163 0.44717 0.62053 0.75035 0.9146 0.98531 0.99823
y_head_earn 1.0492 2628.2 1.4242 1.3574 0.60462 0 18.957 0.2016 0 0.7984 0.2016 1.6322e-05 0 0 0 0 0 0 0.21208 0.28802 0.45292 0.63834 0.87563 1.1786 1.3139 1.6863 2.4792 3.4783 6.7965 13.393 18.87 4.0118 0.33952 11.25 0.30875 1.1772 0.81185 18.742 0.36909 0.22895 0.11183 2.2672 0.83867 2.1394 0.97283 2.0284 1 0.12786 0.093478 -0.048865 -0.19405 0.15439 0.3188 -0.10553 -0.31205 0.036066 0.62473 0.1416 0.38434 0 0 0 0 0 0 0.0068797 0.018794 0.055527 0.10624 0.18008 0.27111 0.33076 0.40323 0.59177 0.73532 0.91019 0.98496 0.99824
y_spouse_inc 0.35895 55552 0.96039 2.6755 0.85307 0 26.627 0.52499 0 0.47501 0.52499 2.5851e-08 0 0 0 0 0 0 0 0 0 0 0.10017 0.26218 0.35687 0.45946 0.89154 1.9919 3.4279 12.932 18.254 0.70393 0.088346 6.0319 0.24549 0.2288 0.23399 5.3163 0.15526 0.26823 0.19429 1.0705 0.58726 0.1482 0.09994 0.12786 0.093478 0.92235 1 -0.014424 -0.084947 0.043296 0.13258 -0.028871 -0.12661 0.014793 0.38 0.043665 0.17576 0 0 0 0 0 0 0 0 0 0 0.0126 0.062591 0.10477 0.16187 0.32942 0.52389 0.80891 0.95752 0.99463
yshr_interest 0.11509 1.0971e+06 0.17681 1.5363 0.70728 0 0.99299 0.17669 0 0.82331 0.17669 0 0 0 0 0 0 0.00034656 0.0014404 0.0043378 0.016262 0.036974 0.069324 0.11602 0.14764 0.18666 0.36187 0.54751 0.78696 0.90637 0.94594 0.91831 0.62603 3.107 0.68685 0.040872 0.22705 1.6881 0.26778 -0.062353 -0.24533 -0.015449 -0.046034 -0.0010249 -0.0037543 -0.048865 -0.19405 -0.014424 -0.084947 0.031261 1 -0.045253 -0.75269 0.013992 0.33329 0.00017417 0.024303 -0.013818 -0.30213 0 0 0 0 0 3.5116e-05 0.00044852 0.0015728 0.0099007 0.032245 0.077356 0.15667 0.21343 0.28554 0.50641 0.70286 0.92753 0.99247 0.99922
yshr_wage 0.78433 2.4004e+06 0.34004 0.43354 0.19505 0 1 0.10584 0 0.89416 0.10584 0.16474 0 0 0 0 0 0.66775 0.79648 0.85009 0.91523 0.95563 0.98025 0.99421 0.99808 0.99931 1 1 1 1 1 -0.89966 -0.3189 -3.2642 -0.37521 0.0080755 0.023325 -2.042 -0.16842 0.16535 0.33827 0.13194 0.20442 0.088648 0.16884 0.15439 0.3188 0.043296 0.13258 -0.045253 -0.75269 0.11563 1 -0.070374 -0.87159 0.0042705 0.30982 0.074645 0.84861 0 0 0 0 0 0.035791 0.083368 0.13604 0.24884 0.36832 0.49202 0.61783 0.68255 0.74508 1 1 1 1 1
yshr_SS 0.10058 67295 0.23745 2.3608 0.91583 0 1 0.7984 0 0.2016 0.7984 0.011384 0 0 0 0 0 0 0 0 0 0 0 0 0 0.064316 0.44428 0.73703 1 1 1 -0.018657 -0.0094705 0.15724 0.025884 -0.048948 -0.20246 0.35388 0.0418 -0.103 -0.30175 -0.11649 -0.25847 -0.087623 -0.23899 -0.10553 -0.31205 -0.028871 -0.12661 0.013992 0.33329 -0.070374 -0.87159 0.056382 1 -0.0044446 -0.46178 -0.060827 -0.99029 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00075224 0.26218 0.55049 1 1 1
yshr_tax 0.17694 7.7853e+05 0.040535 0.22909 0.13026 0.036506 0.2552 0 0 1 4.0601e-05 7.3335e-16 0.036534 0.049776 0.078725 0.10457 0.11678 0.14017 0.14669 0.15604 0.17053 0.18149 0.19343 0.20451 0.20975 0.21479 0.22704 0.23403 0.24445 0.25038 0.25236 0.12551 0.3732 0.56121 0.54115 0.029439 0.71332 1.0385 0.71854 0.014511 0.24904 0.054695 0.71087 0.039902 0.63752 0.036066 0.62473 0.014793 0.38 0.00017417 0.024303 0.0042705 0.30982 -0.0044446 -0.46178 0.0016431 1 0.0060877 0.58058 2.3605e-05 0.00025267 0.0037388 0.025936 0.057632 0.13025 0.17077 0.21364 0.30586 0.40559 0.51149 0.6239 0.6824 0.74231 0.86704 0.93211 0.98602 0.99858 0.99986
yshr_nttxss 0.076363 7.1123e+05 0.25868 3.3875 1.4024 -0.89715 0.2552 0 0.17087 0.82913 0.009143 7.3335e-16 -0.89715 -0.89715 -0.8962 -0.61179 -0.29346 0.077936 0.11669 0.1362 0.15918 0.17664 0.18966 0.20271 0.20872 0.21386 0.22679 0.23384 0.24445 0.25038 0.25236 0.14417 0.067175 0.40397 0.06104 0.078387 0.29763 0.68459 0.074226 0.11751 0.31601 0.17119 0.34865 0.12753 0.31927 0.1416 0.38434 0.043665 0.17576 -0.013818 -0.30213 0.074645 0.84861 -0.060827 -0.99029 0.0060877 0.58058 0.066914 1 -0.10742 -0.10742 -0.12178 -0.5294 -0.81112 -0.9277 -0.862 -0.77941 -0.58645 -0.36551 -0.12657 0.13054 0.2659 0.40362 0.69209 0.84273 0.9676 0.99671 0.99967 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
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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
_____ _______ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________ __________
1 0 1.7754e-05 0.00011362 0.00037708 0.00061913 0.00056244 0.00033244 0.00011597 1.9823e-05 1.6988e-06 0.00031138 0.0019928 0.0066135 0.010859 0.0098645 0.0058306 0.002034 0.00034768 2.9794e-05 0.00079406 0.0050817 0.016865 0.027691 0.025155 0.014869 0.0051868 0.00088661 7.5978e-05 0.00031138 0.0019928 0.0066135 0.010859 0.0098645 0.0058306 0.002034 0.00034768 2.9794e-05 1.7754e-05 0.00011362 0.00037708 0.00061913 0.00056244 0.00033244 0.00011597 1.9823e-05 1.6988e-06
2 4e-05 2.8763e-07 1.3442e-06 4.0195e-06 3.6795e-07 6.5205e-06 1.2822e-06 2.0438e-08 3.2978e-09 8.1009e-12 5.0447e-06 2.3576e-05 7.0498e-05 6.4534e-06 0.00011436 2.2487e-05 3.5845e-07 5.784e-08 1.4208e-10 1.2864e-05 6.0121e-05 0.00017978 1.6457e-05 0.00029163 5.7345e-05 9.1409e-07 1.475e-07 3.6232e-10 5.0447e-06 2.3576e-05 7.0498e-05 6.4534e-06 0.00011436 2.2487e-05 3.5845e-07 5.784e-08 1.4208e-10 2.8763e-07 1.3442e-06 4.0195e-06 3.6795e-07 6.5205e-06 1.2822e-06 2.0438e-08 3.2978e-09 8.1009e-12
3 0.00032 8.5896e-07 2.1837e-06 1.5288e-05 9.7352e-06 3.0233e-05 2.2281e-06 7.9033e-08 1.9277e-08 9.9394e-11 1.5065e-05 3.8299e-05 0.00026813 0.00017074 0.00053026 3.9077e-05 1.3861e-06 3.381e-07 1.7433e-09 3.8418e-05 9.7666e-05 0.00068375 0.00043541 0.0013522 9.9651e-05 3.5348e-06 8.6219e-07 4.4454e-09 1.5065e-05 3.8299e-05 0.00026813 0.00017074 0.00053026 3.9077e-05 1.3861e-06 3.381e-07 1.7433e-09 8.5896e-07 2.1837e-06 1.5288e-05 9.7352e-06 3.0233e-05 2.2281e-06 7.9033e-08 1.9277e-08 9.9394e-11
4 0.00108 2.4168e-06 6.6439e-06 8.5514e-06 8.806e-06 1.0167e-05 3.836e-06 3.4378e-07 1.7679e-07 9.3844e-10 4.2387e-05 0.00011653 0.00014998 0.00015445 0.00017832 6.728e-05 6.0295e-06 3.1007e-06 1.6459e-08 0.00010809 0.00029715 0.00038246 0.00039385 0.00045472 0.00017157 1.5376e-05 7.9071e-06 4.1972e-08 4.2387e-05 0.00011653 0.00014998 0.00015445 0.00017832 6.728e-05 6.0295e-06 3.1007e-06 1.6459e-08 2.4168e-06 6.6439e-06 8.5514e-06 8.806e-06 1.0167e-05 3.836e-06 3.4378e-07 1.7679e-07 9.3844e-10
5 0.00256 7.7644e-07 6.7137e-06 3.5185e-05 3.6273e-05 1.2262e-05 6.4167e-06 5.2691e-07 3.3685e-07 6.7439e-09 1.3618e-05 0.00011775 0.00061711 0.00063618 0.00021506 0.00011254 9.2413e-06 5.9079e-06 1.1828e-07 3.4727e-05 0.00030027 0.0015737 0.0016223 0.00054841 0.00028699 2.3566e-05 1.5066e-05 3.0162e-07 1.3618e-05 0.00011775 0.00061711 0.00063618 0.00021506 0.00011254 9.2413e-06 5.9079e-06 1.1828e-07 7.7644e-07 6.7137e-06 3.5185e-05 3.6273e-05 1.2262e-05 6.4167e-06 5.2691e-07 3.3685e-07 6.7439e-09
6 0.005 1.615e-07 5.6988e-06 1.2805e-05 1.6079e-05 5.4165e-05 1.0241e-05 1.1273e-06 2.5143e-07 4.0193e-09 2.8325e-06 9.9951e-05 0.00022459 0.000282 0.00094998 0.00017961 1.9771e-05 4.4098e-06 7.0495e-08 7.223e-06 0.00025488 0.00057271 0.00071913 0.0024225 0.00045803 5.0417e-05 1.1245e-05 1.7977e-07 2.8325e-06 9.9951e-05 0.00022459 0.000282 0.00094998 0.00017961 1.9771e-05 4.4098e-06 7.0495e-08 1.615e-07 5.6988e-06 1.2805e-05 1.6079e-05 5.4165e-05 1.0241e-05 1.1273e-06 2.5143e-07 4.0193e-09
7 0.00864 2.9022e-07 1.5618e-05 1.5907e-05 7.5335e-05 2.1309e-05 1.7692e-05 2.649e-06 2.9144e-07 7.431e-09 5.0901e-06 0.00027392 0.00027898 0.0013213 0.00037373 0.00031029 4.646e-05 5.1116e-06 1.3033e-07 1.298e-05 0.00069853 0.00071143 0.0033694 0.00095304 0.00079126 0.00011848 1.3035e-05 3.3236e-07 5.0901e-06 0.00027392 0.00027898 0.0013213 0.00037373 0.00031029 4.646e-05 5.1116e-06 1.3033e-07 2.9022e-07 1.5618e-05 1.5907e-05 7.5335e-05 2.1309e-05 1.7692e-05 2.649e-06 2.9144e-07 7.431e-09
8 0.01372 9.2058e-08 2.2512e-06 1.6629e-05 2.2447e-05 0.00010906 1.9013e-05 5.201e-06 7.8157e-07 9.0321e-09 1.6146e-06 3.9483e-05 0.00029165 0.00039369 0.0019128 0.00033346 9.122e-05 1.3708e-05 1.5841e-07 4.1173e-06 0.00010068 0.00074372 0.001004 0.0048778 0.00085036 0.00023262 3.4956e-05 4.0396e-07 1.6146e-06 3.9483e-05 0.00029165 0.00039369 0.0019128 0.00033346 9.122e-05 1.3708e-05 1.5841e-07 9.2058e-08 2.2512e-06 1.6629e-05 2.2447e-05 0.00010906 1.9013e-05 5.201e-06 7.8157e-07 9.0321e-09
9 0.02048 1.493e-07 5.139e-06 1.987e-05 2.7684e-05 1.8495e-05 2.0213e-05 4.9447e-06 3.7965e-07 2.1039e-08 2.6186e-06 9.0132e-05 0.0003485 0.00048554 0.00032438 0.00035451 8.6723e-05 6.6586e-06 3.6901e-07 6.6776e-06 0.00022985 0.00088871 0.0012382 0.00082721 0.00090403 0.00022115 1.698e-05 9.4099e-07 2.6186e-06 9.0132e-05 0.0003485 0.00048554 0.00032438 0.00035451 8.6723e-05 6.6586e-06 3.6901e-07 1.493e-07 5.139e-06 1.987e-05 2.7684e-05 1.8495e-05 2.0213e-05 4.9447e-06 3.7965e-07 2.1039e-08
10 0.02916 2.2636e-07 2.1911e-06 2.2674e-05 4.0829e-05 5.6366e-05 5.2344e-05 8.8742e-06 5.9534e-07 1.0633e-07 3.97e-06 3.843e-05 0.00039767 0.00071609 0.00098859 0.00091805 0.00015564 1.0441e-05 1.8649e-06 1.0124e-05 9.7999e-05 0.0010141 0.0018261 0.002521 0.0023411 0.0003969 2.6627e-05 4.7558e-06 3.97e-06 3.843e-05 0.00039767 0.00071609 0.00098859 0.00091805 0.00015564 1.0441e-05 1.8649e-06 2.2636e-07 2.1911e-06 2.2674e-05 4.0829e-05 5.6366e-05 5.2344e-05 8.8742e-06 5.9534e-07 1.0633e-07
11 0.04 3.6847e-07 3.2622e-06 3.5384e-05 3.9524e-05 3.7428e-05 6.0069e-05 6.175e-06 5.7528e-07 3.04e-08 6.4625e-06 5.7216e-05 0.00062059 0.0006932 0.00065645 0.0010535 0.0001083 1.009e-05 5.3318e-07 1.648e-05 0.00014591 0.0015826 0.0017677 0.001674 0.0026866 0.00027618 2.573e-05 1.3597e-06 6.4625e-06 5.7216e-05 0.00062059 0.0006932 0.00065645 0.0010535 0.0001083 1.009e-05 5.3318e-07 3.6847e-07 3.2622e-06 3.5384e-05 3.9524e-05 3.7428e-05 6.0069e-05 6.175e-06 5.7528e-07 3.04e-08
12 0.05324 2.7682e-07 2.8958e-06 5.7484e-05 3.6034e-05 3.501e-05 4.0214e-05 9.433e-06 1.0451e-06 1.5748e-08 4.855e-06 5.0788e-05 0.0010082 0.000632 0.00061403 0.0007053 0.00016544 1.833e-05 2.7621e-07 1.2381e-05 0.00012951 0.002571 0.0016116 0.0015658 0.0017986 0.00042189 4.6744e-05 7.0435e-07 4.855e-06 5.0788e-05 0.0010082 0.000632 0.00061403 0.0007053 0.00016544 1.833e-05 2.7621e-07 2.7682e-07 2.8958e-06 5.7484e-05 3.6034e-05 3.501e-05 4.0214e-05 9.433e-06 1.0451e-06 1.5748e-08
13 0.06912 3.353e-07 2.6767e-06 1.4572e-05 3.8273e-05 2.474e-05 2.563e-05 1.3972e-05 1.4305e-06 3.1196e-08 5.8808e-06 4.6946e-05 0.00025557 0.00067126 0.00043392 0.00044952 0.00024505 2.5089e-05 5.4714e-07 1.4997e-05 0.00011972 0.00065173 0.0017118 0.0011065 0.0011463 0.00062489 6.3979e-05 1.3953e-06 5.8808e-06 4.6946e-05 0.00025557 0.00067126 0.00043392 0.00044952 0.00024505 2.5089e-05 5.4714e-07 3.353e-07 2.6767e-06 1.4572e-05 3.8273e-05 2.474e-05 2.563e-05 1.3972e-05 1.4305e-06 3.1196e-08
14 0.08788 3.0394e-07 2.2742e-06 1.4027e-05 3.4255e-05 3.7729e-05 1.5417e-05 5.5589e-06 1.1887e-06 4.6363e-08 5.3307e-06 3.9887e-05 0.00024601 0.0006008 0.00066172 0.00027039 9.7497e-05 2.0849e-05 8.1316e-07 1.3594e-05 0.00010172 0.00062735 0.0015321 0.0016874 0.00068952 0.00024863 5.3167e-05 2.0736e-06 5.3307e-06 3.9887e-05 0.00024601 0.0006008 0.00066172 0.00027039 9.7497e-05 2.0849e-05 8.1316e-07 3.0394e-07 2.2742e-06 1.4027e-05 3.4255e-05 3.7729e-05 1.5417e-05 5.5589e-06 1.1887e-06 4.6363e-08
15 0.10976 2.5858e-07 1.9422e-06 1.2587e-05 3.4742e-05 2.7058e-05 2.4059e-05 3.9792e-06 1.2768e-06 4.7355e-08 4.5351e-06 3.4064e-05 0.00022076 0.00060933 0.00047456 0.00042197 6.9791e-05 2.2393e-05 8.3054e-07 1.1565e-05 8.6865e-05 0.00056295 0.0015538 0.0012102 0.0010761 0.00017797 5.7104e-05 2.118e-06 4.5351e-06 3.4064e-05 0.00022076 0.00060933 0.00047456 0.00042197 6.9791e-05 2.2393e-05 8.3054e-07 2.5858e-07 1.9422e-06 1.2587e-05 3.4742e-05 2.7058e-05 2.4059e-05 3.9792e-06 1.2768e-06 4.7355e-08
16 0.135 2.7326e-07 1.9079e-06 1.2852e-05 3.438e-05 3.6783e-05 1.6552e-05 1.4835e-05 2.6985e-06 1.1356e-07 4.7927e-06 3.3462e-05 0.00022542 0.00060298 0.00064513 0.00029031 0.00026018 4.7329e-05 1.9918e-06 1.2222e-05 8.5331e-05 0.00057483 0.0015377 0.0016451 0.00074031 0.00066349 0.00012069 5.0792e-06 4.7927e-06 3.3462e-05 0.00022542 0.00060298 0.00064513 0.00029031 0.00026018 4.7329e-05 1.9918e-06 2.7326e-07 1.9079e-06 1.2852e-05 3.438e-05 3.6783e-05 1.6552e-05 1.4835e-05 2.6985e-06 1.1356e-07
17 0.16384 2.7552e-07 1.9749e-06 1.5066e-05 3.5948e-05 3.0858e-05 2.8702e-05 5.0937e-06 1.2939e-06 1.366e-07 4.8324e-06 3.4637e-05 0.00026424 0.00063048 0.00054121 0.0005034 8.9338e-05 2.2694e-05 2.3958e-06 1.2323e-05 8.8326e-05 0.00067382 0.0016078 0.0013801 0.0012837 0.00022782 5.7871e-05 6.1094e-06 4.8324e-06 3.4637e-05 0.00026424 0.00063048 0.00054121 0.0005034 8.9338e-05 2.2694e-05 2.3958e-06 2.7552e-07 1.9749e-06 1.5066e-05 3.5948e-05 3.0858e-05 2.8702e-05 5.0937e-06 1.2939e-06 1.366e-07
18 0.19652 3.0673e-07 2.1238e-06 2.128e-05 3.877e-05 3.75e-05 1.7398e-05 7.7674e-06 1.5731e-06 7.285e-08 5.3796e-06 3.7248e-05 0.00037323 0.00067998 0.00065771 0.00030513 0.00013623 2.759e-05 1.2777e-06 1.3718e-05 9.4986e-05 0.00095176 0.001734 0.0016772 0.00077812 0.0003474 7.0356e-05 3.2582e-06 5.3796e-06 3.7248e-05 0.00037323 0.00067998 0.00065771 0.00030513 0.00013623 2.759e-05 1.2777e-06 3.0673e-07 2.1238e-06 2.128e-05 3.877e-05 3.75e-05 1.7398e-05 7.7674e-06 1.5731e-06 7.285e-08
19 0.23328 3.2755e-07 2.1478e-06 1.0054e-05 3.8731e-05 3.1329e-05 2.6872e-05 1.3415e-05 6.0912e-07 1.094e-07 5.7448e-06 3.767e-05 0.00017634 0.00067929 0.00054947 0.00047131 0.00023528 1.0683e-05 1.9187e-06 1.465e-05 9.6063e-05 0.00044969 0.0017323 0.0014012 0.0012019 0.00059998 2.7243e-05 4.8929e-06 5.7448e-06 3.767e-05 0.00017634 0.00067929 0.00054947 0.00047131 0.00023528 1.0683e-05 1.9187e-06 3.2755e-07 2.1478e-06 1.0054e-05 3.8731e-05 3.1329e-05 2.6872e-05 1.3415e-05 6.0912e-07 1.094e-07
20 0.27436 3.5257e-07 2.2995e-06 1.0938e-05 4.2758e-05 4.3572e-05 1.8163e-05 1.1471e-05 9.285e-07 6.0774e-08 6.1836e-06 4.0331e-05 0.00019184 0.00074992 0.0007642 0.00031857 0.00020119 1.6285e-05 1.0659e-06 1.5769e-05 0.00010285 0.00048921 0.0019124 0.0019488 0.00081237 0.00051306 4.1527e-05 2.7181e-06 6.1836e-06 4.0331e-05 0.00019184 0.00074992 0.0007642 0.00031857 0.00020119 1.6285e-05 1.0659e-06 3.5257e-07 2.2995e-06 1.0938e-05 4.2758e-05 4.3572e-05 1.8163e-05 1.1471e-05 9.285e-07 6.0774e-08
21 0.32 4.0641e-07 2.5518e-06 1.1635e-05 4.5919e-05 3.416e-05 3.1068e-05 6.508e-06 1.4016e-06 2.8248e-07 7.128e-06 4.4756e-05 0.00020406 0.00080536 0.00059913 0.00054489 0.00011414 2.4583e-05 4.9543e-06 1.8177e-05 0.00011413 0.00052038 0.0020537 0.0015278 0.0013895 0.00029107 6.2689e-05 1.2634e-05 7.128e-06 4.4756e-05 0.00020406 0.00080536 0.00059913 0.00054489 0.00011414 2.4583e-05 4.9543e-06 4.0641e-07 2.5518e-06 1.1635e-05 4.5919e-05 3.416e-05 3.1068e-05 6.508e-06 1.4016e-06 2.8248e-07
22 0.37044 4.4361e-07 2.8814e-06 1.2784e-05 4.688e-05 4.9116e-05 2.2826e-05 1.2243e-05 2.9013e-06 1.0389e-07 7.7803e-06 5.0537e-05 0.00022422 0.00082222 0.00086144 0.00040033 0.00021472 5.0886e-05 1.8221e-06 1.984e-05 0.00012887 0.00057178 0.0020967 0.0021967 0.0010209 0.00054756 0.00012976 4.6466e-06 7.7803e-06 5.0537e-05 0.00022422 0.00082222 0.00086144 0.00040033 0.00021472 5.0886e-05 1.8221e-06 4.4361e-07 2.8814e-06 1.2784e-05 4.688e-05 4.9116e-05 2.2826e-05 1.2243e-05 2.9013e-06 1.0389e-07
23 0.42592 4.7158e-07 3.2535e-06 1.3383e-05 5.1616e-05 4.104e-05 2.9579e-05 8.6872e-06 9.7304e-07 6.2715e-08 8.271e-06 5.7063e-05 0.00023472 0.00090528 0.00071979 0.00051878 0.00015236 1.7066e-05 1.0999e-06 2.1092e-05 0.00014552 0.00059856 0.0023085 0.0018355 0.0013229 0.00038854 4.352e-05 2.805e-06 8.271e-06 5.7063e-05 0.00023472 0.00090528 0.00071979 0.00051878 0.00015236 1.7066e-05 1.0999e-06 4.7158e-07 3.2535e-06 1.3383e-05 5.1616e-05 4.104e-05 2.9579e-05 8.6872e-06 9.7304e-07 6.2715e-08
24 0.48668 5.1923e-07 3.4305e-06 1.432e-05 5.2283e-05 5.1981e-05 2.8417e-05 1.3112e-05 1.6062e-06 1.2067e-07 9.1067e-06 6.0167e-05 0.00025116 0.00091698 0.00091169 0.00049839 0.00022996 2.817e-05 2.1164e-06 2.3223e-05 0.00015343 0.00064048 0.0023384 0.0023249 0.0012709 0.00058642 7.1836e-05 5.397e-06 9.1067e-06 6.0167e-05 0.00025116 0.00091698 0.00091169 0.00049839 0.00022996 2.817e-05 2.1164e-06 5.1923e-07 3.4305e-06 1.432e-05 5.2283e-05 5.1981e-05 2.8417e-05 1.3112e-05 1.6062e-06 1.2067e-07
25 0.55296 5.437e-07 3.6017e-06 1.5469e-05 5.6439e-05 5.2035e-05 3.2783e-05 9.0771e-06 2.0056e-06 6.7188e-08 9.5358e-06 6.3169e-05 0.00027131 0.00098988 0.00091263 0.00057497 0.0001592 3.5176e-05 1.1784e-06 2.4317e-05 0.00016109 0.00069187 0.0025243 0.0023273 0.0014662 0.00040598 8.9703e-05 3.005e-06 9.5358e-06 6.3169e-05 0.00027131 0.00098988 0.00091263 0.00057497 0.0001592 3.5176e-05 1.1784e-06 5.437e-07 3.6017e-06 1.5469e-05 5.6439e-05 5.2035e-05 3.2783e-05 9.0771e-06 2.0056e-06 6.7188e-08
26 0.625 5.5347e-07 3.8425e-06 1.5479e-05 5.5965e-05 5.6994e-05 2.7605e-05 1.2764e-05 1.3082e-06 1.7745e-07 9.7072e-06 6.7393e-05 0.00027148 0.00098155 0.0009996 0.00048417 0.00022387 2.2945e-05 3.1124e-06 2.4754e-05 0.00017186 0.00069228 0.002503 0.0025491 0.0012347 0.00057089 5.8511e-05 7.9368e-06 9.7072e-06 6.7393e-05 0.00027148 0.00098155 0.0009996 0.00048417 0.00022387 2.2945e-05 3.1124e-06 5.5347e-07 3.8425e-06 1.5479e-05 5.5965e-05 5.6994e-05 2.7605e-05 1.2764e-05 1.3082e-06 1.7745e-07
27 0.70304 5.568e-07 3.7614e-06 1.5095e-05 5.8432e-05 5.4503e-05 3.5853e-05 1.0157e-05 3.1603e-06 2.255e-07 9.7657e-06 6.5971e-05 0.00026475 0.0010248 0.00095591 0.00062881 0.00017814 5.5429e-05 3.955e-06 2.4903e-05 0.00016823 0.00067512 0.0026134 0.0024377 0.0016035 0.00045427 0.00014135 1.0086e-05 9.7657e-06 6.5971e-05 0.00026475 0.0010248 0.00095591 0.00062881 0.00017814 5.5429e-05 3.955e-06 5.568e-07 3.7614e-06 1.5095e-05 5.8432e-05 5.4503e-05 3.5853e-05 1.0157e-05 3.1603e-06 2.255e-07
28 0.78732 5.7466e-07 3.7497e-06 1.502e-05 5.7903e-05 5.6109e-05 2.9314e-05 1.5137e-05 1.6956e-06 8.2675e-08 1.0079e-05 6.5764e-05 0.00026344 0.0010156 0.00098408 0.00051413 0.00026549 2.9739e-05 1.45e-06 2.5702e-05 0.0001677 0.00067179 0.0025897 0.0025095 0.0013111 0.00067703 7.5838e-05 3.6977e-06 1.0079e-05 6.5764e-05 0.00026344 0.0010156 0.00098408 0.00051413 0.00026549 2.9739e-05 1.45e-06 5.7466e-07 3.7497e-06 1.502e-05 5.7903e-05 5.6109e-05 2.9314e-05 1.5137e-05 1.6956e-06 8.2675e-08
29 0.87808 5.7563e-07 3.8005e-06 1.4892e-05 5.6949e-05 5.3853e-05 3.2364e-05 8.6997e-06 1.9217e-06 1.2675e-07 1.0096e-05 6.6657e-05 0.00026118 0.00099881 0.00094452 0.00056763 0.00015258 3.3705e-05 2.223e-06 2.5745e-05 0.00016998 0.00066604 0.0025471 0.0024086 0.0014475 0.0003891 8.595e-05 5.6688e-06 1.0096e-05 6.6657e-05 0.00026118 0.00099881 0.00094452 0.00056763 0.00015258 3.3705e-05 2.223e-06 5.7563e-07 3.8005e-06 1.4892e-05 5.6949e-05 5.3853e-05 3.2364e-05 8.6997e-06 1.9217e-06 1.2675e-07
30 0.97556 5.7132e-07 3.8705e-06 1.5095e-05 5.6906e-05 5.5758e-05 2.9176e-05 1.1682e-05 3.0846e-06 1.3525e-07 1.002e-05 6.7884e-05 0.00026474 0.00099806 0.00097793 0.00051171 0.00020488 5.41e-05 2.3721e-06 2.5553e-05 0.00017311 0.00067512 0.0025451 0.0024938 0.0013049 0.00052247 0.00013796 6.0489e-06 1.002e-05 6.7884e-05 0.00026474 0.00099806 0.00097793 0.00051171 0.00020488 5.41e-05 2.3721e-06 5.7132e-07 3.8705e-06 1.5095e-05 5.6906e-05 5.5758e-05 2.9176e-05 1.1682e-05 3.0846e-06 1.3525e-07
31 1.08 5.726e-07 3.8645e-06 1.5349e-05 5.6413e-05 5.4339e-05 3.1568e-05 9.0865e-06 1.9476e-06 1.7256e-07 1.0043e-05 6.7779e-05 0.00026919 0.00098941 0.00095304 0.00055366 0.00015937 3.4159e-05 3.0265e-06 2.561e-05 0.00017284 0.00068647 0.0025231 0.0024303 0.0014119 0.0004064 8.7108e-05 7.7178e-06 1.0043e-05 6.7779e-05 0.00026919 0.00098941 0.00095304 0.00055366 0.00015937 3.4159e-05 3.0265e-06 5.726e-07 3.8645e-06 1.5349e-05 5.6413e-05 5.4339e-05 3.1568e-05 9.0865e-06 1.9476e-06 1.7256e-07
32 1.1916 5.6625e-07 3.7872e-06 1.484e-05 5.448e-05 5.7108e-05 2.7934e-05 1.2906e-05 1.5706e-06 3.4358e-07 9.9314e-06 6.6423e-05 0.00026027 0.00095551 0.0010016 0.00048993 0.00022635 2.7546e-05 6.026e-06 2.5326e-05 0.00016938 0.00066371 0.0024366 0.0025542 0.0012494 0.00057721 7.0245e-05 1.5367e-05 9.9314e-06 6.6423e-05 0.00026027 0.00095551 0.0010016 0.00048993 0.00022635 2.7546e-05 6.026e-06 5.6625e-07 3.7872e-06 1.484e-05 5.448e-05 5.7108e-05 2.7934e-05 1.2906e-05 1.5706e-06 3.4358e-07
33 1.3107 5.4238e-07 3.6971e-06 1.4269e-05 5.2724e-05 5.4906e-05 3.2967e-05 8.5976e-06 2.6598e-06 2.0486e-07 9.5127e-06 6.4842e-05 0.00025027 0.00092471 0.00096298 0.0005782 0.00015079 4.665e-05 3.593e-06 2.4258e-05 0.00016535 0.00063821 0.0023581 0.0024557 0.0014745 0.00038453 0.00011896 9.1624e-06 9.5127e-06 6.4842e-05 0.00025027 0.00092471 0.00096298 0.0005782 0.00015079 4.665e-05 3.593e-06 5.4238e-07 3.6971e-06 1.4269e-05 5.2724e-05 5.4906e-05 3.2967e-05 8.5976e-06 2.6598e-06 2.0486e-07
34 1.4375 5.3278e-07 3.5724e-06 1.3626e-05 4.9663e-05 5.6325e-05 2.6723e-05 1.1993e-05 1.6339e-06 1.7386e-07 9.3443e-06 6.2656e-05 0.00023898 0.00087103 0.00098787 0.00046868 0.00021034 2.8657e-05 3.0493e-06 2.3829e-05 0.00015978 0.00060941 0.0022212 0.0025192 0.0011952 0.00053639 7.3078e-05 7.7759e-06 9.3443e-06 6.2656e-05 0.00023898 0.00087103 0.00098787 0.00046868 0.00021034 2.8657e-05 3.0493e-06 5.3278e-07 3.5724e-06 1.3626e-05 4.9663e-05 5.6325e-05 2.6723e-05 1.1993e-05 1.6339e-06 1.7386e-07
35 1.5722 5.0996e-07 3.485e-06 1.3686e-05 4.6691e-05 5.5236e-05 3.069e-05 8.7119e-06 1.7098e-06 1.1834e-07 8.9441e-06 6.1124e-05 0.00024004 0.00081891 0.00096878 0.00053826 0.0001528 2.9989e-05 2.0755e-06 2.2808e-05 0.00015587 0.00061212 0.0020883 0.0024705 0.0013726 0.00038964 7.6473e-05 5.2927e-06 8.9441e-06 6.1124e-05 0.00024004 0.00081891 0.00096878 0.00053826 0.0001528 2.9989e-05 2.0755e-06 5.0996e-07 3.485e-06 1.3686e-05 4.6691e-05 5.5236e-05 3.069e-05 8.7119e-06 1.7098e-06 1.1834e-07
36 1.715 5.0398e-07 3.4238e-06 1.3137e-05 4.7646e-05 5.6783e-05 2.8995e-05 1.2248e-05 2.4724e-06 2.3489e-07 8.8391e-06 6.0049e-05 0.00023041 0.00083566 0.00099591 0.00050854 0.00021482 4.3362e-05 4.1196e-06 2.2541e-05 0.00015313 0.00058755 0.002131 0.0025396 0.0012968 0.00054781 0.00011058 1.0505e-05 8.8391e-06 6.0049e-05 0.00023041 0.00083566 0.00099591 0.00050854 0.00021482 4.3362e-05 4.1196e-06 5.0398e-07 3.4238e-06 1.3137e-05 4.7646e-05 5.6783e-05 2.8995e-05 1.2248e-05 2.4724e-06 2.3489e-07
37 1.8662 4.767e-07 3.3615e-06 1.2844e-05 3.4086e-05 5.6434e-05 3.0261e-05 8.7292e-06 2.0561e-06 1.3692e-07 8.3607e-06 5.8956e-05 0.00022527 0.00059782 0.00098978 0.00053074 0.0001531 3.6061e-05 2.4015e-06 2.132e-05 0.00015034 0.00057446 0.0015245 0.002524 0.0013534 0.00039042 9.1959e-05 6.124e-06 8.3607e-06 5.8956e-05 0.00022527 0.00059782 0.00098978 0.00053074 0.0001531 3.6061e-05 2.4015e-06 4.767e-07 3.3615e-06 1.2844e-05 3.4086e-05 5.6434e-05 3.0261e-05 8.7292e-06 2.0561e-06 1.3692e-07
38 2.0261 4.684e-07 3.2063e-06 1.2531e-05 3.2602e-05 5.8615e-05 2.8719e-05 1.0928e-05 1.5648e-06 1.315e-07 8.2152e-06 5.6234e-05 0.00021978 0.0005718 0.001028 0.0005037 0.00019166 2.7445e-05 2.3064e-06 2.095e-05 0.0001434 0.00056046 0.0014581 0.0026216 0.0012845 0.00048875 6.9986e-05 5.8814e-06 8.2152e-06 5.6234e-05 0.00021978 0.0005718 0.001028 0.0005037 0.00019166 2.7445e-05 2.3064e-06 4.684e-07 3.2063e-06 1.2531e-05 3.2602e-05 5.8615e-05 2.8719e-05 1.0928e-05 1.5648e-06 1.315e-07
39 2.1949 4.5256e-07 3.1314e-06 1.2176e-05 3.2249e-05 5.8445e-05 3.0339e-05 8.5903e-06 2.4542e-06 3.8924e-07 7.9373e-06 5.4921e-05 0.00021355 0.00056561 0.0010251 0.00053212 0.00015066 4.3044e-05 6.8269e-06 2.0241e-05 0.00014005 0.00054457 0.0014424 0.002614 0.0013569 0.0003842 0.00010977 1.7409e-05 7.9373e-06 5.4921e-05 0.00021355 0.00056561 0.0010251 0.00053212 0.00015066 4.3044e-05 6.8269e-06 4.5256e-07 3.1314e-06 1.2176e-05 3.2249e-05 5.8445e-05 3.0339e-05 8.5903e-06 2.4542e-06 3.8924e-07
40 2.3728 4.2248e-07 3.093e-06 1.2003e-05 3.0763e-05 6.0571e-05 2.7865e-05 1.1857e-05 1.6844e-06 1.6307e-07 7.4098e-06 5.4247e-05 0.00021051 0.00053955 0.0010623 0.00048872 0.00020796 2.9542e-05 2.86e-06 1.8896e-05 0.00013834 0.00053683 0.0013759 0.002709 0.0012463 0.00053033 7.5335e-05 7.2932e-06 7.4098e-06 5.4247e-05 0.00021051 0.00053955 0.0010623 0.00048872 0.00020796 2.9542e-05 2.86e-06 4.2248e-07 3.093e-06 1.2003e-05 3.0763e-05 6.0571e-05 2.7865e-05 1.1857e-05 1.6844e-06 1.6307e-07
41 2.56 4.0678e-07 2.958e-06 1.1808e-05 3.0172e-05 6.0706e-05 3.0549e-05 8.5883e-06 1.6831e-06 2.1587e-07 7.1344e-06 5.188e-05 0.00020711 0.00052919 0.0010647 0.0005358 0.00015063 2.952e-05 3.7861e-06 1.8193e-05 0.0001323 0.00052814 0.0013495 0.0027151 0.0013663 0.00038412 7.5278e-05 9.6548e-06 7.1344e-06 5.188e-05 0.00020711 0.00052919 0.0010647 0.0005358 0.00015063 2.952e-05 3.7861e-06 4.0678e-07 2.958e-06 1.1808e-05 3.0172e-05 6.0706e-05 3.0549e-05 8.5883e-06 1.6831e-06 2.1587e-07
42 2.7568 3.9214e-07 2.8541e-06 1.1601e-05 2.9569e-05 6.2065e-05 2.9269e-05 1.1257e-05 2.5616e-06 1.6827e-07 6.8777e-06 5.0058e-05 0.00020347 0.0005186 0.0010885 0.00051334 0.00019743 4.4928e-05 2.9512e-06 1.7539e-05 0.00012765 0.00051886 0.0013225 0.0027759 0.0013091 0.00050347 0.00011457 7.5259e-06 6.8777e-06 5.0058e-05 0.00020347 0.0005186 0.0010885 0.00051334 0.00019743 4.4928e-05 2.9512e-06 3.9214e-07 2.8541e-06 1.1601e-05 2.9569e-05 6.2065e-05 2.9269e-05 1.1257e-05 2.5616e-06 1.6827e-07
43 2.9635 3.6841e-07 2.7289e-06 1.1074e-05 2.8387e-05 6.2402e-05 3.0802e-05 9.4896e-06 1.7974e-06 1.6214e-07 6.4615e-06 4.7862e-05 0.00019423 0.00049788 0.0010945 0.00054024 0.00016644 3.1525e-05 2.8437e-06 1.6477e-05 0.00012205 0.00049531 0.0012696 0.002791 0.0013776 0.00042443 8.039e-05 7.2516e-06 6.4615e-06 4.7862e-05 0.00019423 0.00049788 0.0010945 0.00054024 0.00016644 3.1525e-05 2.8437e-06 3.6841e-07 2.7289e-06 1.1074e-05 2.8387e-05 6.2402e-05 3.0802e-05 9.4896e-06 1.7974e-06 1.6214e-07
44 3.1803 3.4717e-07 2.6124e-06 1.0683e-05 2.5913e-05 6.3791e-05 2.948e-05 1.1039e-05 1.7481e-06 3.6931e-07 6.0889e-06 4.5819e-05 0.00018736 0.00045449 0.0011188 0.00051704 0.00019362 3.066e-05 6.4773e-06 1.5527e-05 0.00011684 0.0004778 0.001159 0.0028531 0.0013185 0.00049374 7.8185e-05 1.6518e-05 6.0889e-06 4.5819e-05 0.00018736 0.00045449 0.0011188 0.00051704 0.00019362 3.066e-05 6.4773e-06 3.4717e-07 2.6124e-06 1.0683e-05 2.5913e-05 6.3791e-05 2.948e-05 1.1039e-05 1.7481e-06 3.6931e-07
45 3.4074 3.2367e-07 2.453e-06 1.0352e-05 2.5365e-05 6.4051e-05 3.198e-05 9.2027e-06 2.4214e-06 1.6277e-07 5.6768e-06 4.3023e-05 0.00018156 0.00044487 0.0011234 0.00056089 0.0001614 4.2468e-05 2.8548e-06 1.4476e-05 0.00010971 0.000463 0.0011345 0.0028647 0.0014303 0.00041159 0.0001083 7.2801e-06 5.6768e-06 4.3023e-05 0.00018156 0.00044487 0.0011234 0.00056089 0.0001614 4.2468e-05 2.8548e-06 3.2367e-07 2.453e-06 1.0352e-05 2.5365e-05 6.4051e-05 3.198e-05 9.2027e-06 2.4214e-06 1.6277e-07
46 3.645 3.0387e-07 2.3261e-06 9.9363e-06 2.5054e-05 6.4312e-05 3.0105e-05 1.1997e-05 1.7789e-06 1.8414e-07 5.3295e-06 4.0797e-05 0.00017427 0.00043941 0.001128 0.00052801 0.00021042 3.12e-05 3.2296e-06 1.3591e-05 0.00010404 0.0004444 0.0011205 0.0028764 0.0013465 0.00053659 7.9564e-05 8.2358e-06 5.3295e-06 4.0797e-05 0.00017427 0.00043941 0.001128 0.00052801 0.00021042 3.12e-05 3.2296e-06 3.0387e-07 2.3261e-06 9.9363e-06 2.5054e-05 6.4312e-05 3.0105e-05 1.1997e-05 1.7789e-06 1.8414e-07
47 3.8934 2.8153e-07 2.1577e-06 9.4355e-06 2.4465e-05 6.3912e-05 3.2461e-05 9.3007e-06 2.0318e-06 1.9478e-07 4.9377e-06 3.7844e-05 0.00016549 0.00042908 0.0011209 0.00056933 0.00016312 3.5636e-05 3.4162e-06 1.2592e-05 9.6506e-05 0.00042201 0.0010942 0.0028585 0.0014518 0.00041598 9.0875e-05 8.7116e-06 4.9377e-06 3.7844e-05 0.00016549 0.00042908 0.0011209 0.00056933 0.00016312 3.5636e-05 3.4162e-06 2.8153e-07 2.1577e-06 9.4355e-06 2.4465e-05 6.3912e-05 3.2461e-05 9.3007e-06 2.0318e-06 1.9478e-07
48 4.1529 2.5915e-07 2.0525e-06 8.9454e-06 2.4289e-05 6.2333e-05 3.3681e-05 1.1739e-05 2.447e-06 3.783e-07 4.5453e-06 3.5999e-05 0.00015689 0.000426 0.0010933 0.00059073 0.00020588 4.2917e-05 6.6349e-06 1.1591e-05 9.18e-05 0.00040009 0.0010863 0.0027879 0.0015064 0.00052501 0.00010944 1.692e-05 4.5453e-06 3.5999e-05 0.00015689 0.000426 0.0010933 0.00059073 0.00020588 4.2917e-05 6.6349e-06 2.5915e-07 2.0525e-06 8.9454e-06 2.4289e-05 6.2333e-05 3.3681e-05 1.1739e-05 2.447e-06 3.783e-07
49 4.4237 2.3743e-07 1.8857e-06 8.3087e-06 2.2777e-05 6.0276e-05 3.3448e-05 1.015e-05 1.89e-06 1.9566e-07 4.1642e-06 3.3073e-05 0.00014572 0.00039949 0.0010572 0.00058664 0.00017803 3.3149e-05 3.4316e-06 1.0619e-05 8.434e-05 0.00037161 0.0010187 0.0026959 0.001496 0.00045398 8.4533e-05 8.7509e-06 4.1642e-06 3.3073e-05 0.00014572 0.00039949 0.0010572 0.00058664 0.00017803 3.3149e-05 3.4316e-06 2.3743e-07 1.8857e-06 8.3087e-06 2.2777e-05 6.0276e-05 3.3448e-05 1.015e-05 1.89e-06 1.9566e-07
50 4.706 2.1918e-07 1.7288e-06 7.9955e-06 2.2245e-05 5.8169e-05 3.4403e-05 1.1532e-05 1.8777e-06 1.9002e-07 3.8442e-06 3.032e-05 0.00014023 0.00039016 0.0010202 0.00060339 0.00020225 3.2932e-05 3.3327e-06 9.8031e-06 7.7319e-05 0.0003576 0.00099494 0.0026016 0.0015387 0.00051576 8.3979e-05 8.4985e-06 3.8442e-06 3.032e-05 0.00014023 0.00039016 0.0010202 0.00060339 0.00020225 3.2932e-05 3.3327e-06 2.1918e-07 1.7288e-06 7.9955e-06 2.2245e-05 5.8169e-05 3.4403e-05 1.1532e-05 1.8777e-06 1.9002e-07
51 5 1.9952e-07 1.5877e-06 7.4469e-06 2.1203e-05 5.5849e-05 3.516e-05 1.0208e-05 2.7021e-06 2e-07 3.4994e-06 2.7846e-05 0.00013061 0.00037187 0.00097953 0.00061667 0.00017904 4.7392e-05 3.5077e-06 8.9237e-06 7.1011e-05 0.00033307 0.00094831 0.0024979 0.0015726 0.00045657 0.00012085 8.9449e-06 3.4994e-06 2.7846e-05 0.00013061 0.00037187 0.00097953 0.00061667 0.00017904 4.7392e-05 3.5077e-06 1.9952e-07 1.5877e-06 7.4469e-06 2.1203e-05 5.5849e-05 3.516e-05 1.0208e-05 2.7021e-06 2e-07
52 5.306 1.8097e-07 1.466e-06 6.9877e-06 2.0273e-05 5.2403e-05 3.5974e-05 1.2261e-05 1.9285e-06 3.4045e-07 3.1739e-06 2.5712e-05 0.00012256 0.00035556 0.00091908 0.00063095 0.00021504 3.3824e-05 5.9711e-06 8.0938e-06 6.5568e-05 0.00031253 0.0009067 0.0023437 0.001609 0.00054836 8.6255e-05 1.5227e-05 3.1739e-06 2.5712e-05 0.00012256 0.00035556 0.00091908 0.00063095 0.00021504 3.3824e-05 5.9711e-06 1.8097e-07 1.466e-06 6.9877e-06 2.0273e-05 5.2403e-05 3.5974e-05 1.2261e-05 1.9285e-06 3.4045e-07
53 5.6243 1.6229e-07 1.3297e-06 6.4332e-06 1.9708e-05 4.7628e-05 3.6187e-05 1.0049e-05 1.9595e-06 1.9229e-07 2.8463e-06 2.3321e-05 0.00011283 0.00034565 0.00083534 0.00063468 0.00017625 3.4368e-05 3.3726e-06 7.2583e-06 5.9472e-05 0.00028773 0.00088144 0.0021302 0.0016185 0.00044946 8.764e-05 8.6004e-06 2.8463e-06 2.3321e-05 0.00011283 0.00034565 0.00083534 0.00063468 0.00017625 3.4368e-05 3.3726e-06 1.6229e-07 1.3297e-06 6.4332e-06 1.9708e-05 4.7628e-05 3.6187e-05 1.0049e-05 1.9595e-06 1.9229e-07
54 5.9551 1.4898e-07 1.2561e-06 6.0843e-06 1.9174e-05 4.4076e-05 3.7855e-05 1.2105e-05 2.5329e-06 2.6644e-07 2.6129e-06 2.203e-05 0.00010671 0.0003363 0.00077303 0.00066393 0.0002123 4.4424e-05 4.6731e-06 6.663e-06 5.6178e-05 0.00027212 0.00085759 0.0019713 0.0016931 0.00054139 0.00011328 1.1917e-05 2.6129e-06 2.203e-05 0.00010671 0.0003363 0.00077303 0.00066393 0.0002123 4.4424e-05 4.6731e-06 1.4898e-07 1.2561e-06 6.0843e-06 1.9174e-05 4.4076e-05 3.7855e-05 1.2105e-05 2.5329e-06 2.6644e-07
55 6.2986 1.3486e-07 1.128e-06 5.585e-06 1.771e-05 4.0303e-05 3.7916e-05 1.1196e-05 2.1741e-06 2.0387e-07 2.3653e-06 1.9784e-05 9.7955e-05 0.00031062 0.00070687 0.00066501 0.00019637 3.8131e-05 3.5756e-06 6.0317e-06 5.045e-05 0.00024979 0.0007921 0.0018026 0.0016958 0.00050077 9.7237e-05 9.118e-06 2.3653e-06 1.9784e-05 9.7955e-05 0.00031062 0.00070687 0.00066501 0.00019637 3.8131e-05 3.5756e-06 1.3486e-07 1.128e-06 5.585e-06 1.771e-05 4.0303e-05 3.7916e-05 1.1196e-05 2.1741e-06 2.0387e-07
56 6.655 1.2261e-07 1.0323e-06 5.2044e-06 1.6634e-05 3.8461e-05 3.8144e-05 1.1796e-05 2.0047e-06 3.2747e-07 2.1504e-06 1.8105e-05 9.1279e-05 0.00029174 0.00067456 0.000669 0.00020689 3.516e-05 5.7434e-06 5.4837e-06 4.6168e-05 0.00023277 0.00074396 0.0017202 0.001706 0.00052758 8.9661e-05 1.4646e-05 2.1504e-06 1.8105e-05 9.1279e-05 0.00029174 0.00067456 0.000669 0.00020689 3.516e-05 5.7434e-06 1.2261e-07 1.0323e-06 5.2044e-06 1.6634e-05 3.8461e-05 3.8144e-05 1.1796e-05 2.0047e-06 3.2747e-07
57 7.0246 1.0954e-07 9.419e-07 4.8168e-06 1.5965e-05 3.7804e-05 4.0109e-05 1.0986e-05 2.5032e-06 2.2552e-07 1.9212e-06 1.652e-05 8.4481e-05 0.00028 0.00066303 0.00070346 0.00019269 4.3904e-05 3.9553e-06 4.8992e-06 4.2127e-05 0.00021543 0.00071403 0.0016908 0.0017939 0.00049137 0.00011196 1.0086e-05 1.9212e-06 1.652e-05 8.4481e-05 0.00028 0.00066303 0.00070346 0.00019269 4.3904e-05 3.9553e-06 1.0954e-07 9.419e-07 4.8168e-06 1.5965e-05 3.7804e-05 4.0109e-05 1.0986e-05 2.5032e-06 2.2552e-07
58 7.4077 9.7875e-08 8.5816e-07 4.4452e-06 1.4933e-05 3.5109e-05 4.0919e-05 1.2814e-05 2.1009e-06 2.1386e-07 1.7166e-06 1.5051e-05 7.7963e-05 0.00026191 0.00061577 0.00071767 0.00022475 3.6847e-05 3.7509e-06 4.3775e-06 3.8382e-05 0.00019881 0.0006679 0.0015703 0.0018301 0.00057313 9.3964e-05 9.5652e-06 1.7166e-06 1.5051e-05 7.7963e-05 0.00026191 0.00061577 0.00071767 0.00022475 3.6847e-05 3.7509e-06 9.7875e-08 8.5816e-07 4.4452e-06 1.4933e-05 3.5109e-05 4.0919e-05 1.2814e-05 2.1009e-06 2.1386e-07
59 7.8045 8.546e-08 7.7452e-07 4.0603e-06 1.4176e-05 3.2431e-05 4.1509e-05 1.1002e-05 2.6769e-06 2.1631e-07 1.4989e-06 1.3584e-05 7.1214e-05 0.00024862 0.0005688 0.00072801 0.00019296 4.695e-05 3.7938e-06 3.8223e-06 3.4641e-05 0.0001816 0.00063401 0.0014505 0.0018565 0.00049206 0.00011973 9.6746e-06 1.4989e-06 1.3584e-05 7.1214e-05 0.00024862 0.0005688 0.00072801 0.00019296 4.695e-05 3.7938e-06 8.546e-08 7.7452e-07 4.0603e-06 1.4176e-05 3.2431e-05 4.1509e-05 1.1002e-05 2.6769e-06 2.1631e-07
60 8.2152 7.3682e-08 6.8673e-07 3.7298e-06 1.328e-05 2.9425e-05 4.2677e-05 1.3136e-05 2.0606e-06 3.7479e-07 1.2923e-06 1.2044e-05 6.5417e-05 0.00023292 0.00051608 0.0007485 0.00023039 3.614e-05 6.5734e-06 3.2955e-06 3.0714e-05 0.00016682 0.00059396 0.001316 0.0019087 0.00058752 9.216e-05 1.6763e-05 1.2923e-06 1.2044e-05 6.5417e-05 0.00023292 0.00051608 0.0007485 0.00023039 3.614e-05 6.5734e-06 7.3682e-08 6.8673e-07 3.7298e-06 1.328e-05 2.9425e-05 4.2677e-05 1.3136e-05 2.0606e-06 3.7479e-07
61 8.64 6.477e-08 6.1848e-07 3.4011e-06 1.2396e-05 2.7206e-05 4.266e-05 1.1463e-05 2.5524e-06 2.142e-07 1.136e-06 1.0847e-05 5.9652e-05 0.0002174 0.00047717 0.00074821 0.00020105 4.4766e-05 3.7568e-06 2.8968e-06 2.7662e-05 0.00015212 0.0005544 0.0012168 0.001908 0.00051269 0.00011416 9.5802e-06 1.136e-06 1.0847e-05 5.9652e-05 0.0002174 0.00047717 0.00074821 0.00020105 4.4766e-05 3.7568e-06 6.477e-08 6.1848e-07 3.4011e-06 1.2396e-05 2.7206e-05 4.266e-05 1.1463e-05 2.5524e-06 2.142e-07
62 9.0792 5.531e-08 5.4066e-07 3.0693e-06 1.1543e-05 2.5521e-05 4.3977e-05 1.3086e-05 2.1694e-06 2.3079e-07 9.7008e-07 9.4825e-06 5.3832e-05 0.00020245 0.0004476 0.00077131 0.00022952 3.8049e-05 4.0478e-06 2.4738e-06 2.4181e-05 0.00013728 0.00051627 0.0011414 0.0019669 0.0005853 9.7028e-05 1.0322e-05 9.7008e-07 9.4825e-06 5.3832e-05 0.00020245 0.0004476 0.00077131 0.00022952 3.8049e-05 4.0478e-06 5.531e-08 5.4066e-07 3.0693e-06 1.1543e-05 2.5521e-05 4.3977e-05 1.3086e-05 2.1694e-06 2.3079e-07
63 9.5331 4.7541e-08 4.7103e-07 2.763e-06 1.0681e-05 2.4224e-05 4.4506e-05 1.1644e-05 2.6718e-06 2.3592e-07 8.338e-07 8.2614e-06 4.8459e-05 0.00018733 0.00042486 0.00078058 0.00020422 4.6861e-05 4.1378e-06 2.1263e-06 2.1067e-05 0.00012358 0.00047771 0.0010834 0.0019906 0.00052079 0.0001195 1.0552e-05 8.338e-07 8.2614e-06 4.8459e-05 0.00018733 0.00042486 0.00078058 0.00020422 4.6861e-05 4.1378e-06 4.7541e-08 4.7103e-07 2.763e-06 1.0681e-05 2.4224e-05 4.4506e-05 1.1644e-05 2.6718e-06 2.3592e-07
64 10.002 4.0248e-08 4.0902e-07 2.4495e-06 9.8848e-06 2.2907e-05 4.4746e-05 1.3433e-05 2.1867e-06 3.2944e-07 7.0591e-07 7.1737e-06 4.2962e-05 0.00017337 0.00040175 0.0007848 0.00023559 3.8352e-05 5.778e-06 1.8001e-06 1.8294e-05 0.00010956 0.0004421 0.0010245 0.0020013 0.00060078 9.7801e-05 1.4734e-05 7.0591e-07 7.1737e-06 4.2962e-05 0.00017337 0.00040175 0.0007848 0.00023559 3.8352e-05 5.778e-06 4.0248e-08 4.0902e-07 2.4495e-06 9.8848e-06 2.2907e-05 4.4746e-05 1.3433e-05 2.1867e-06 3.2944e-07
65 10.486 3.4304e-08 3.5272e-07 2.1931e-06 9.3275e-06 2.2397e-05 4.3939e-05 1.1663e-05 2.6386e-06 2.6248e-07 6.0165e-07 6.1862e-06 3.8464e-05 0.00016359 0.00039282 0.00077063 0.00020455 4.6277e-05 4.6036e-06 1.5343e-06 1.5775e-05 9.8086e-05 0.00041718 0.0010017 0.0019652 0.00052163 0.00011801 1.174e-05 6.0165e-07 6.1862e-06 3.8464e-05 0.00016359 0.00039282 0.00077063 0.00020455 4.6277e-05 4.6036e-06 3.4304e-08 3.5272e-07 2.1931e-06 9.3275e-06 2.2397e-05 4.3939e-05 1.1663e-05 2.6386e-06 2.6248e-07
66 10.985 2.8818e-08 3.0078e-07 1.8744e-06 8.5509e-06 2.0402e-05 4.185e-05 1.359e-05 2.1473e-06 2.4573e-07 5.0544e-07 5.2753e-06 3.2875e-05 0.00014997 0.00035783 0.00073399 0.00023835 3.7661e-05 4.3099e-06 1.2889e-06 1.3452e-05 8.3834e-05 0.00038244 0.0009125 0.0018717 0.00060781 9.6039e-05 1.0991e-05 5.0544e-07 5.2753e-06 3.2875e-05 0.00014997 0.00035783 0.00073399 0.00023835 3.7661e-05 4.3099e-06 2.8818e-08 3.0078e-07 1.8744e-06 8.5509e-06 2.0402e-05 4.185e-05 1.359e-05 2.1473e-06 2.4573e-07
67 11.5 2.381e-08 2.5613e-07 1.6478e-06 7.8158e-06 1.8976e-05 4.0119e-05 1.2096e-05 2.7712e-06 3.1704e-07 4.176e-07 4.4922e-06 2.8901e-05 0.00013708 0.00033282 0.00070363 0.00021216 4.8604e-05 5.5606e-06 1.0649e-06 1.1455e-05 7.3699e-05 0.00034956 0.00084871 0.0017943 0.00054102 0.00012394 1.418e-05 4.176e-07 4.4922e-06 2.8901e-05 0.00013708 0.00033282 0.00070363 0.00021216 4.8604e-05 5.5606e-06 2.381e-08 2.5613e-07 1.6478e-06 7.8158e-06 1.8976e-05 4.0119e-05 1.2096e-05 2.7712e-06 3.1704e-07
68 12.031 1.9337e-08 2.1722e-07 1.4123e-06 7.0946e-06 1.7273e-05 3.7509e-05 1.3534e-05 2.2804e-06 2.5666e-07 3.3915e-07 3.8098e-06 2.4771e-05 0.00012443 0.00030294 0.00065787 0.00023737 3.9996e-05 4.5015e-06 8.6486e-07 9.7154e-06 6.3167e-05 0.00031731 0.00077253 0.0016776 0.0006053 0.00010199 1.1479e-05 3.3915e-07 3.8098e-06 2.4771e-05 0.00012443 0.00030294 0.00065787 0.00023737 3.9996e-05 4.5015e-06 1.9337e-08 2.1722e-07 1.4123e-06 7.0946e-06 1.7273e-05 3.7509e-05 1.3534e-05 2.2804e-06 2.5666e-07
69 12.577 1.5777e-08 1.8339e-07 1.2258e-06 6.3824e-06 1.6049e-05 3.4531e-05 1.2334e-05 2.6339e-06 2.3796e-07 2.7671e-07 3.2164e-06 2.15e-05 0.00011194 0.00028149 0.00060563 0.00021633 4.6195e-05 4.1735e-06 7.0563e-07 8.202e-06 5.4826e-05 0.00028546 0.00071782 0.0015444 0.00055165 0.0001178 1.0643e-05 2.7671e-07 3.2164e-06 2.15e-05 0.00011194 0.00028149 0.00060563 0.00021633 4.6195e-05 4.1735e-06 1.5777e-08 1.8339e-07 1.2258e-06 6.3824e-06 1.6049e-05 3.4531e-05 1.2334e-05 2.6339e-06 2.3796e-07
70 13.14 1.2851e-08 1.5121e-07 1.0425e-06 5.5804e-06 1.4547e-05 3.2353e-05 1.3968e-05 2.4223e-06 3.653e-07 2.2539e-07 2.6521e-06 1.8285e-05 9.7873e-05 0.00025513 0.00056744 0.00024498 4.2484e-05 6.4069e-06 5.7476e-07 6.763e-06 4.6627e-05 0.00024958 0.0006506 0.001447 0.00062472 0.00010834 1.6338e-05 2.2539e-07 2.6521e-06 1.8285e-05 9.7873e-05 0.00025513 0.00056744 0.00024498 4.2484e-05 6.4069e-06 1.2851e-08 1.5121e-07 1.0425e-06 5.5804e-06 1.4547e-05 3.2353e-05 1.3968e-05 2.4223e-06 3.653e-07
71 13.72 1.0265e-08 1.2303e-07 8.8363e-07 4.9327e-06 1.3365e-05 2.8115e-05 1.2302e-05 2.7146e-06 2.4594e-07 1.8004e-07 2.1578e-06 1.5498e-05 8.6514e-05 0.0002344 0.00049311 0.00021576 4.761e-05 4.3135e-06 4.5911e-07 5.5026e-06 3.9521e-05 0.00022062 0.00059774 0.0012575 0.00055021 0.00012141 1.1e-05 1.8004e-07 2.1578e-06 1.5498e-05 8.6514e-05 0.0002344 0.00049311 0.00021576 4.761e-05 4.3135e-06 1.0265e-08 1.2303e-07 8.8363e-07 4.9327e-06 1.3365e-05 2.8115e-05 1.2302e-05 2.7146e-06 2.4594e-07
72 14.316 7.9662e-09 9.9864e-08 7.4205e-07 4.3605e-06 1.2054e-05 2.5938e-05 1.4114e-05 2.3223e-06 2.6474e-07 1.3972e-07 1.7515e-06 1.3015e-05 7.6477e-05 0.00021141 0.00045492 0.00024753 4.0731e-05 4.6433e-06 3.5629e-07 4.4665e-06 3.3189e-05 0.00019502 0.00053911 0.0011601 0.00063123 0.00010387 1.1841e-05 1.3972e-07 1.7515e-06 1.3015e-05 7.6477e-05 0.00021141 0.00045492 0.00024753 4.0731e-05 4.6433e-06 7.9662e-09 9.9864e-08 7.4205e-07 4.3605e-06 1.2054e-05 2.5938e-05 1.4114e-05 2.3223e-06 2.6474e-07
73 14.93 6.2761e-09 8.0975e-08 6.2212e-07 3.8095e-06 1.0943e-05 2.5285e-05 1.2588e-05 2.809e-06 3.2415e-07 1.1008e-07 1.4202e-06 1.0911e-05 6.6814e-05 0.00019192 0.00044348 0.00022078 4.9267e-05 5.6853e-06 2.807e-07 3.6217e-06 2.7824e-05 0.00017038 0.00048942 0.0011309 0.00056302 0.00012564 1.4498e-05 1.1008e-07 1.4202e-06 1.0911e-05 6.6814e-05 0.00019192 0.00044348 0.00022078 4.9267e-05 5.6853e-06 6.2761e-09 8.0975e-08 6.2212e-07 3.8095e-06 1.0943e-05 2.5285e-05 1.2588e-05 2.809e-06 3.2415e-07
74 15.561 4.9435e-09 6.4741e-08 5.1199e-07 3.2737e-06 9.9099e-06 2.404e-05 1.4222e-05 2.453e-06 2.722e-07 8.6704e-08 1.1355e-06 8.9797e-06 5.7417e-05 0.00017381 0.00042163 0.00024944 4.3022e-05 4.774e-06 2.211e-07 2.8956e-06 2.2899e-05 0.00014642 0.00044323 0.0010752 0.00063609 0.00010971 1.2174e-05 8.6704e-08 1.1355e-06 8.9797e-06 5.7417e-05 0.00017381 0.00042163 0.00024944 4.3022e-05 4.774e-06 4.9435e-09 6.4741e-08 5.1199e-07 3.2737e-06 9.9099e-06 2.404e-05 1.4222e-05 2.453e-06 2.722e-07
75 16.209 3.9203e-09 5.1535e-08 4.1842e-07 2.8741e-06 8.6393e-06 2.2512e-05 1.2829e-05 2.7284e-06 2.8998e-07 6.8758e-08 9.0386e-07 7.3385e-06 5.0409e-05 0.00015152 0.00039484 0.00022501 4.7852e-05 5.0859e-06 1.7534e-07 2.3049e-06 1.8714e-05 0.00012855 0.0003864 0.0010069 0.00057379 0.00012203 1.2969e-05 6.8758e-08 9.0386e-07 7.3385e-06 5.0409e-05 0.00015152 0.00039484 0.00022501 4.7852e-05 5.0859e-06 3.9203e-09 5.1535e-08 4.1842e-07 2.8741e-06 8.6393e-06 2.2512e-05 1.2829e-05 2.7284e-06 2.8998e-07
76 16.875 3.0965e-09 4.1106e-08 3.4266e-07 2.4563e-06 7.837e-06 2.0909e-05 1.4707e-05 2.5101e-06 3.2318e-07 5.4309e-08 7.2096e-07 6.0098e-06 4.308e-05 0.00013745 0.00036672 0.00025795 4.4024e-05 5.6683e-06 1.3849e-07 1.8385e-06 1.5326e-05 0.00010986 0.00035051 0.00093516 0.00065779 0.00011227 1.4455e-05 5.4309e-08 7.2096e-07 6.0098e-06 4.308e-05 0.00013745 0.00036672 0.00025795 4.4024e-05 5.6683e-06 3.0965e-09 4.1106e-08 3.4266e-07 2.4563e-06 7.837e-06 2.0909e-05 1.4707e-05 2.5101e-06 3.2318e-07
77 17.559 2.4345e-09 3.245e-08 2.7852e-07 2.0728e-06 6.9943e-06 1.9281e-05 1.4198e-05 2.8384e-06 2.7507e-07 4.2698e-08 5.6914e-07 4.885e-06 3.6354e-05 0.00012267 0.00033816 0.00024901 4.9782e-05 4.8244e-06 1.0888e-07 1.4514e-06 1.2457e-05 9.2706e-05 0.00031283 0.00086233 0.000635 0.00012695 1.2303e-05 4.2698e-08 5.6914e-07 4.885e-06 3.6354e-05 0.00012267 0.00033816 0.00024901 4.9782e-05 4.8244e-06 2.4345e-09 3.245e-08 2.7852e-07 2.0728e-06 6.9943e-06 1.9281e-05 1.4198e-05 2.8384e-06 2.7507e-07
78 18.261 1.8995e-09 2.5906e-08 2.2453e-07 1.8078e-06 6.1702e-06 1.838e-05 1.5235e-05 2.4538e-06 2.7339e-07 3.3315e-08 4.5435e-07 3.938e-06 3.1706e-05 0.00010822 0.00032237 0.00026721 4.3036e-05 4.795e-06 8.4956e-08 1.1586e-06 1.0042e-05 8.0854e-05 0.00027597 0.00082206 0.0006814 0.00010975 1.2228e-05 3.3315e-08 4.5435e-07 3.938e-06 3.1706e-05 0.00010822 0.00032237 0.00026721 4.3036e-05 4.795e-06 1.8995e-09 2.5906e-08 2.2453e-07 1.8078e-06 6.1702e-06 1.838e-05 1.5235e-05 2.4538e-06 2.7339e-07
79 18.982 1.4113e-09 2.0505e-08 1.7857e-07 1.4705e-06 5.4235e-06 1.6869e-05 1.4901e-05 2.9338e-06 3.4881e-07 2.4753e-08 3.5963e-07 3.1319e-06 2.579e-05 9.5123e-05 0.00029586 0.00026134 5.1456e-05 6.1177e-06 6.3121e-08 9.1709e-07 7.9866e-06 6.5768e-05 0.00024257 0.00075447 0.00066645 0.00013122 1.5601e-05 2.4753e-08 3.5963e-07 3.1319e-06 2.579e-05 9.5123e-05 0.00029586 0.00026134 5.1456e-05 6.1177e-06 1.4113e-09 2.0505e-08 1.7857e-07 1.4705e-06 5.4235e-06 1.6869e-05 1.4901e-05 2.9338e-06 3.4881e-07
80 19.722 1.0589e-09 1.5945e-08 1.4273e-07 1.2186e-06 4.7175e-06 1.4272e-05 1.5306e-05 2.6019e-06 2.8971e-07 1.8572e-08 2.7966e-07 2.5034e-06 2.1373e-05 8.2739e-05 0.00025031 0.00026844 4.5634e-05 5.0811e-06 4.7361e-08 7.1315e-07 6.3838e-06 5.4502e-05 0.00021099 0.00063832 0.00068455 0.00011637 1.2957e-05 1.8572e-08 2.7966e-07 2.5034e-06 2.1373e-05 8.2739e-05 0.00025031 0.00026844 4.5634e-05 5.0811e-06 1.0589e-09 1.5945e-08 1.4273e-07 1.2186e-06 4.7175e-06 1.4272e-05 1.5306e-05 2.6019e-06 2.8971e-07
81 20.48 7.4099e-10 1.2449e-08 1.1516e-07 1.0016e-06 4.0402e-06 1.2422e-05 1.5529e-05 2.7923e-06 2.8342e-07 1.2996e-08 2.1833e-07 2.0198e-06 1.7566e-05 7.0861e-05 0.00021786 0.00027235 4.8973e-05 4.9708e-06 3.3141e-08 5.5677e-07 5.1506e-06 4.4795e-05 0.0001807 0.00055557 0.00069452 0.00012489 1.2676e-05 1.2996e-08 2.1833e-07 2.0198e-06 1.7566e-05 7.0861e-05 0.00021786 0.00027235 4.8973e-05 4.9708e-06 7.4099e-10 1.2449e-08 1.1516e-07 1.0016e-06 4.0402e-06 1.2422e-05 1.5529e-05 2.7923e-06 2.8342e-07
82 21.258 5.3869e-10 9.3255e-09 9.1737e-08 8.0834e-07 3.454e-06 1.0801e-05 1.6191e-05 2.6839e-06 3.378e-07 9.4479e-09 1.6356e-07 1.609e-06 1.4177e-05 6.058e-05 0.00018944 0.00028397 4.7073e-05 5.9246e-06 2.4093e-08 4.1709e-07 4.103e-06 3.6154e-05 0.00015448 0.00048309 0.00072415 0.00012004 1.5108e-05 9.4479e-09 1.6356e-07 1.609e-06 1.4177e-05 6.058e-05 0.00018944 0.00028397 4.7073e-05 5.9246e-06 5.3869e-10 9.3255e-09 9.1737e-08 8.0834e-07 3.454e-06 1.0801e-05 1.6191e-05 2.6839e-06 3.378e-07
83 22.055 3.8509e-10 7.0555e-09 7.294e-08 6.5411e-07 2.9309e-06 9.4775e-06 1.6242e-05 2.998e-06 2.9352e-07 6.7541e-09 1.2374e-07 1.2793e-06 1.1472e-05 5.1405e-05 0.00016622 0.00028486 5.2581e-05 5.148e-06 1.7223e-08 3.1556e-07 3.2623e-06 2.9255e-05 0.00013109 0.00042389 0.00072641 0.00013409 1.3128e-05 6.7541e-09 1.2374e-07 1.2793e-06 1.1472e-05 5.1405e-05 0.00016622 0.00028486 5.2581e-05 5.148e-06 3.8509e-10 7.0555e-09 7.294e-08 6.5411e-07 2.9309e-06 9.4775e-06 1.6242e-05 2.998e-06 2.9352e-07
84 22.871 2.8297e-10 5.0721e-09 5.6197e-08 5.2093e-07 2.5225e-06 8.5883e-06 1.664e-05 2.5733e-06 3.0357e-07 4.9629e-09 8.8959e-08 9.8563e-07 9.1365e-06 4.4242e-05 0.00015063 0.00029184 4.5134e-05 5.3243e-06 1.2656e-08 2.2685e-07 2.5134e-06 2.3299e-05 0.00011282 0.00038412 0.00074422 0.00011509 1.3577e-05 4.9629e-09 8.8959e-08 9.8563e-07 9.1365e-06 4.4242e-05 0.00015063 0.00029184 4.5134e-05 5.3243e-06 2.8297e-10 5.0721e-09 5.6197e-08 5.2093e-07 2.5225e-06 8.5883e-06 1.664e-05 2.5733e-06 3.0357e-07
85 23.708 2.0045e-10 3.6381e-09 4.3661e-08 4.1573e-07 2.1339e-06 7.5613e-06 1.615e-05 2.9964e-06 3.3971e-07 3.5157e-09 6.3808e-08 7.6577e-07 7.2914e-06 3.7427e-05 0.00013262 0.00028324 5.2554e-05 5.9581e-06 8.9653e-09 1.6272e-07 1.9528e-06 1.8594e-05 9.5441e-05 0.00033818 0.0007223 0.00013402 1.5194e-05 3.5157e-09 6.3808e-08 7.6577e-07 7.2914e-06 3.7427e-05 0.00013262 0.00028324 5.2554e-05 5.9581e-06 2.0045e-10 3.6381e-09 4.3661e-08 4.1573e-07 2.1339e-06 7.5613e-06 1.615e-05 2.9964e-06 3.3971e-07
86 24.565 1.4573e-10 2.6214e-09 3.2964e-08 3.3317e-07 1.8413e-06 7.1167e-06 1.6518e-05 2.7565e-06 2.918e-07 2.5559e-09 4.5977e-08 5.7815e-07 5.8434e-06 3.2294e-05 0.00012482 0.00028971 4.8345e-05 5.1178e-06 6.5177e-09 1.1725e-07 1.4743e-06 1.4901e-05 8.2353e-05 0.0003183 0.00073878 0.00012328 1.3051e-05 2.5559e-09 4.5977e-08 5.7815e-07 5.8434e-06 3.2294e-05 0.00012482 0.00028971 4.8345e-05 5.1178e-06 1.4573e-10 2.6214e-09 3.2964e-08 3.3317e-07 1.8413e-06 7.1167e-06 1.6518e-05 2.7565e-06 2.918e-07
87 25.442 1.0412e-10 1.9298e-09 2.4937e-08 2.6889e-07 1.5139e-06 6.1692e-06 1.6074e-05 2.9374e-06 3.0765e-07 1.8261e-09 3.3846e-08 4.3737e-07 4.7161e-06 2.6551e-05 0.0001082 0.00028192 5.1519e-05 5.3958e-06 4.6567e-09 8.631e-08 1.1153e-06 1.2026e-05 6.7708e-05 0.00027592 0.00071892 0.00013138 1.376e-05 1.8261e-09 3.3846e-08 4.3737e-07 4.7161e-06 2.6551e-05 0.0001082 0.00028192 5.1519e-05 5.3958e-06 1.0412e-10 1.9298e-09 2.4937e-08 2.6889e-07 1.5139e-06 6.1692e-06 1.6074e-05 2.9374e-06 3.0765e-07
88 26.34 7.2935e-11 1.3869e-09 1.8357e-08 2.1245e-07 1.2556e-06 5.9791e-06 1.5443e-05 2.7249e-06 3.568e-07 1.2792e-09 2.4324e-08 3.2196e-07 3.7261e-06 2.2021e-05 0.00010487 0.00027085 4.7791e-05 6.2579e-06 3.2621e-09 6.2029e-08 8.2101e-07 9.502e-06 5.6155e-05 0.00026742 0.00069068 0.00012187 1.5958e-05 1.2792e-09 2.43...
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 0.002388 0.0018389 0.0064409 0.0087881 0.010534 0.010485 0.0093089 0.0090425 0.008346 0.0081864 0.0075468 0.0072506 0.0063016 0.0057565 0.0048062 0.0045938 0.0043442 0.0037411 0.0034783 0.0032043 0.0023008 0.0021265 0.0019691 0.0016888 0.0014765 0.0012985 0.00092769 0.0008317 0.00072292 0.00063377 0.0005339 0.0003748 0.00031779 0.00027146 0.00021668 0.00016989 0.00013889 0.00011638 9.5265e-05 7.661e-05 6.2389e-05 4.9457e-05 3.9992e-05 3.1465e-05 2.473e-05 1.9863e-05 0.00018569 0.00018972 0.0001878 0.00019245 0.00022069 0.00026288 0.00031382 0.00045312 0.00044362 0.00043669 0.00042907 0.00043128 0.00046553 0.00044921 0.00043071 0.00041286 0.00039518 0.00037892 0.00035721 0.00034446 0.00034277 0.0003904 0.00039137 0.00050249 0.00046115 0.00042036 0.00038405 0.00033559 0.0003222 0.00030937 0.00029224 0.00024288 0.000196 0.00016115 0.00012928 9.317e-05
2 4e-05 0 2.3862e-06 2.8257e-06 1.5227e-05 0.0005064 7.2295e-07 4.2993e-05 2.1652e-06 9.8438e-07 7.0416e-05 6.0238e-07 4.0222e-07 2.1813e-06 2.0403e-07 5.7961e-07 2.7452e-06 2.6035e-08 2.96e-06 9.7979e-07 1.7963e-05 2.4615e-07 0.00031468 7.5571e-07 1.1392e-07 2.8838e-07 8.2065e-05 7.0389e-06 4.1762e-06 4.1511e-07 5.7821e-06 8.3417e-08 1.3383e-07 3.8038e-07 8.3542e-07 2.1841e-07 1.4282e-05 5.8751e-07 3.4711e-07 1.5092e-09 7.1206e-08 4.0866e-11 5.218e-07 6.1286e-07 1.4791e-08 1.6798e-08 3.3777e-08 1.1722e-06 0 2.3866e-09 6.7363e-06 1.322e-05 0 2.2065e-08 0 1.5621e-07 2.2374e-06 0 2.2027e-06 0 0 0 0 9.3388e-13 7.6401e-08 0 6.9401e-09 5.4096e-09 8.9022e-11 1.314e-10 0 0 4.3979e-10 6.5789e-13 0 2.1996e-07 9.4883e-08 0 4.8458e-10 0 0 5.4752e-12 0 6.7193e-10
3 0.00032 0 3.749e-05 3.8393e-05 0.00067452 0.0013202 3.5912e-05 3.0603e-05 0.001061 3.5853e-05 2.2735e-05 6.3882e-06 3.4415e-06 3.0636e-06 0.00065103 2.2115e-05 1.4018e-06 2.9855e-05 4.2681e-06 9.9741e-05 7.7553e-05 6.1142e-05 6.132e-06 0.00033325 3.7295e-06 9.8374e-06 2.2884e-06 8.8083e-05 6.8004e-06 1.0799e-05 1.7826e-06 1.0958e-06 6.3732e-07 7.4289e-07 1.1515e-06 5.0446e-07 1.0098e-06 1.4717e-05 9.8744e-07 8.8876e-07 8.1183e-07 1.9249e-06 6.1635e-07 5.2493e-07 9.6466e-07 1.2819e-06 1.5734e-06 1.5362e-05 5.0528e-06 2.9735e-08 8.2957e-12 1.6876e-09 4.4361e-07 5.9658e-05 0.00015285 1.8557e-06 1.8057e-08 3.4808e-08 0 0 4.0665e-11 5.7161e-07 4.9248e-06 2.5734e-06 9.9081e-09 7.0813e-09 1.1024e-06 1.579e-07 1.9301e-10 2.8467e-13 1.7674e-06 3.7089e-07 2.773e-06 3.3983e-08 1.2059e-08 7.2563e-09 2.3246e-10 1.8637e-11 4.5525e-09 9.0383e-07 0 4.3391e-14 3.4587e-10 8.6133e-11
4 0.00108 0 0.00031485 0.0003134 0.00027522 6.8839e-05 0.00011766 1.0826e-05 2.1824e-05 4.7248e-05 5.7376e-05 1.2047e-05 4.8705e-05 0.00010093 3.2428e-05 0.00029906 0.00027894 1.6068e-05 7.8054e-06 0.00014175 6.2753e-06 3.4436e-05 0.0001023 4.0843e-07 0.00033196 3.1987e-05 5.3761e-06 2.2153e-06 8.4557e-05 9.1805e-06 2.6411e-05 1.3061e-05 1.7383e-05 9.5437e-05 7.9738e-06 5.6992e-06 2.5966e-06 1.1415e-05 1.721e-05 1.5833e-05 1.5621e-05 1.5324e-05 1.5141e-05 1.6872e-05 1.6863e-05 1.6607e-05 1.8156e-05 1.6526e-05 1.0222e-07 7.1239e-06 1.3855e-05 1.8938e-05 4.8315e-05 1.1335e-07 1.4134e-06 3.9609e-06 4.0211e-06 2.162e-06 1.6009e-05 2.5454e-05 3.5813e-06 8.4343e-10 7.2214e-09 2.294e-08 9.2959e-07 5.1754e-06 6.5638e-06 1.2647e-05 1.0754e-08 3.8618e-06 7.6651e-06 4.0112e-06 1.6324e-06 1.9842e-05 2.0497e-08 9.3491e-06 1.1412e-06 5.1365e-06 5.562e-06 1.5011e-08 1.4211e-06 2.0069e-08 1.3398e-06 1.5441e-10
5 0.00256 0 0.0012853 0.0012851 0.0015569 8.2445e-05 6.9654e-05 7.7599e-05 9.6517e-05 5.3416e-05 3.932e-05 3.1795e-05 5.1308e-05 4.1761e-05 3.8181e-05 0.00060315 0.00033581 1.3505e-05 3.6261e-05 4.1592e-05 0.00010993 2.3823e-05 0.00033127 7.1321e-05 3.5691e-05 0.00043127 6.8707e-05 3.9018e-05 0.00026185 8.3913e-05 8.6005e-05 2.1625e-05 2.5278e-05 1.3826e-05 1.8998e-05 1.2486e-05 1.1709e-05 1.3572e-05 1.4047e-05 1.3282e-05 1.265e-05 1.1193e-05 1.0086e-05 7.3933e-06 8.6827e-06 1.5221e-05 1.4866e-05 9.3644e-05 7.6531e-06 1.462e-05 1.9785e-05 5.0387e-05 6.144e-05 0.0001589 2.4028e-06 2.6176e-06 3.3438e-06 9.6276e-06 2.7525e-06 3.1005e-05 3.2162e-06 4.7618e-06 9.7718e-07 4.7296e-06 3.7187e-06 8.5971e-07 1.3145e-06 2.2347e-06 2.4863e-05 4.7572e-06 1.7653e-06 9.1716e-06 8.9631e-06 1.0172e-07 6.3307e-06 5.0393e-09 2.0805e-06 5.929e-08 1.1464e-06 4.2223e-06 1.0234e-06 5.5291e-06 1.0583e-07 5.5933e-08
6 0.005 0 0.00034215 0.00051426 0.0020793 0.00015903 0.00015172 8.3842e-05 6.5912e-05 0.0010545 0.00022372 0.0001352 5.5321e-05 5.099e-05 1.66e-05 4.7895e-05 0.00071378 0.00037295 3.0455e-05 3.5479e-05 8.948e-06 0.00010393 4.6567e-05 7.8869e-05 3.7568e-05 4.3103e-05 0.00031015 9.4521e-05 6.441e-05 9.5869e-05 3.6073e-05 9.5322e-05 9.2138e-05 1.3877e-05 8.0267e-05 2.8121e-05 1.0155e-05 8.2042e-06 1.6675e-05 7.164e-06 6.5779e-06 1.8483e-05 2.1725e-05 2.4594e-05 2.4081e-05 1.8061e-05 9.8543e-05 3.4105e-05 1.4453e-05 1.8844e-05 5.2058e-05 6.3736e-05 0.0001648 3.5977e-06 4.2538e-06 4.4407e-06 2.5047e-06 1.7403e-05 2.6972e-05 3.954e-06 8.2544e-07 5.4927e-06 4.0153e-06 1.0766e-06 6.4264e-06 7.9549e-07 8.7285e-06 1.6897e-05 3.2409e-05 2.5378e-06 4.5413e-05 4.8079e-06 4.1048e-07 2.8406e-06 7.6216e-06 1.1133e-05 1.5378e-05 1.0677e-05 6.6373e-06 2.0667e-06 3.9858e-06 2.5958e-06 5.5881e-07 2.253e-06
7 0.00864 0 0.0028722 0.0026464 0.00031254 0.00033461 0.00019967 0.0001548 8.8227e-05 7.4527e-05 0.00010331 0.0001055 0.00040951 0.00014396 0.00010545 8.903e-05 0.00036122 0.0006139 8.8955e-05 0.00017906 3.7626e-05 1.1742e-05 9.5232e-05 6.4501e-05 3.266e-05 2.4706e-05 2.8907e-05 0.00029827 5.6641e-05 0.00023663 9.2911e-05 5.6739e-05 3.672e-05 0.00012345 0.00011519 0.00011214 0.00011711 0.00011687 0.0001128 0.00011519 0.00011389 0.00010087 0.00010476 9.9029e-05 9.4124e-05 9.8132e-05 4.3359e-05 2.917e-05 2.192e-05 5.4674e-05 6.5931e-05 0.00017049 3.4829e-06 4.0993e-06 6.7458e-06 5.6028e-06 9.9574e-06 2.5351e-06 3.2604e-05 3.4396e-06 5.1541e-06 1.2439e-06 5.1432e-06 5.2688e-06 6.8258e-06 9.6827e-06 1.6498e-05 3.6398e-06 3.8052e-05 4.1805e-05 0.00012454 1.4077e-06 5.5998e-06 8.0558e-06 4.3636e-06 1.8517e-05 2.0662e-05 1.952e-05 8.8497e-06 1.6073e-06 4.7881e-06 8.4498e-06 2.8948e-06 4.1645e-07
8 0.01372 0 0.003431 0.003249 0.00031772 0.00028917 0.00016973 0.00019247 0.00017988 0.00012927 0.001321 0.00033337 0.00017736 8.141e-05 6.9763e-05 0.00013254 9.3572e-05 7.971e-05 0.0009139 0.00013323 0.00021566 0.00020348 0.00010202 0.00037709 0.0001312 4.2609e-05 0.00012355 5.1078e-05 0.0002999 6.2379e-05 0.00019421 9.5729e-05 6.9198e-05 3.6408e-05 3.5064e-05 7.4807e-05 5.0721e-05 3.7123e-05 3.1567e-05 3.2583e-05 2.6438e-05 2.8091e-05 1.7026e-05 2.1745e-05 3.0962e-05 4.6359e-05 2.5193e-05 2.2086e-05 5.6519e-05 6.8216e-05 0.00017658 3.9486e-06 4.7637e-06 7.0638e-06 5.8245e-06 1.0538e-05 2.044e-05 2.826e-05 4.1475e-06 9.0193e-07 5.5685e-06 3.922e-06 1.7545e-06 7.1055e-06 1.7426e-06 1.165e-05 3.4056e-06 2.6393e-05 6.8776e-06 7.9685e-06 4.8313e-06 1.538e-05 1.5119e-05 6.7169e-06 3.7006e-06 2.013e-05 5.8807e-06 1.9824e-05 3.0777e-06 8.5074e-06 4.8324e-06 2.6048e-06 1.8896e-06 8.3025e-07
9 0.02048 0 0.00028503 0.00067598 0.00043826 0.00042815 0.00033024 0.00022391 0.00017753 0.00013368 0.00012998 9.7978e-05 0.00020429 9.1207e-05 0.00018038 9.4041e-05 0.00014544 0.00061813 9.6464e-05 0.00069639 0.00020738 5.1648e-05 0.00010533 5.751e-05 0.00011958 5.1727e-05 5.8516e-05 4.8151e-05 6.1452e-05 0.00027723 0.00010393 0.0001161 0.00011129 0.00012498 7.3927e-05 6.7208e-05 8.431e-05 5.4926e-05 5.4524e-05 4.7333e-05 4.5128e-05 3.7028e-05 3.518e-05 3.9297e-05 3.7072e-05 2.403e-05 2.6488e-05 6.049e-05 7.0637e-05 0.00018242 3.8429e-06 4.4673e-06 6.8638e-06 6.1736e-06 1.1002e-05 2.1288e-05 2.9695e-05 3.8436e-05 3.6715e-06 6.4164e-06 2.4014e-06 6.9145e-06 6.0554e-06 7.3099e-06 1.0738e-05 1.6829e-05 1.778e-05 3.5635e-05 2.6119e-06 5.3084e-05 1.5728e-05 1.0649e-05 2.4859e-05 9.3205e-06 1.4896e-05 7.1823e-06 2.8405e-05 1.0521e-05 6.5812e-06 9.4696e-06 8.8101e-06 3.3637e-06 1.754e-06 1.736e-06
10 0.02916 0 0.004274 0.0016076 0.00077901 0.00039339 0.00032964 0.00032925 0.00019144 0.00017687 0.00018816 0.0010773 0.00029709 0.00019095 0.00022435 0.00013644 0.00012392 0.00012676 0.00015076 0.00030904 0.00075159 0.00017671 0.00012139 8.9551e-05 0.00032683 0.00025585 0.00010736 0.00016812 6.7748e-05 4.8797e-05 0.0002603 0.00014919 9.662e-05 5.3969e-05 7.9171e-05 5.9478e-05 3.9408e-05 4.6625e-05 3.2414e-05 3.076e-05 2.7195e-05 4.0206e-05 5.5334e-05 5.4441e-05 5.3525e-05 5.5795e-05 4.7979e-05 7.6403e-05 0.00018876 4.7054e-06 5.2437e-06 7.8527e-06 6.8942e-06 1.2499e-05 2.318e-05 3.222e-05 4.1387e-05 5.4658e-06 8.0965e-06 6.81e-06 5.4877e-06 1.827e-06 8.1695e-06 3.3325e-06 1.2852e-05 4.4023e-06 3.1395e-05 4.3077e-05 4.8681e-05 0.00014168 2.9253e-06 7.3709e-06 1.0431e-05 1.2969e-05 1.5556e-05 2.4476e-05 1.0131e-05 2.059e-05 1.1287e-05 8.0414e-06 1.0893e-05 5.1143e-06 2.3579e-06 3.7678e-06
11 0.04 0 0.0024741 0.0016863 0.0015146 0.0012551 0.00031843 0.00024075 0.00023464 0.00025773 0.00020427 0.00015641 0.00022525 0.00058677 0.0002045 0.00015614 0.00010739 0.00013416 0.0003752 0.00010219 0.00014484 0.00080674 0.00025584 0.0001924 8.8862e-05 0.00012737 0.00022187 7.8448e-05 0.00012634 7.2998e-05 4.6807e-05 0.00027412 0.00029781 9.8455e-05 8.9523e-05 7.3953e-05 4.8112e-05 7.8088e-05 8.6559e-05 9.7284e-05 0.00011135 0.00010529 9.7069e-05 9.4584e-05 9.8191e-05 8.4583e-05 8.0551e-05 0.0002 5.2405e-06 6.6734e-06 8.7319e-06 7.9086e-06 1.2614e-05 2.3781e-05 3.3196e-05 4.2468e-05 5.3647e-06 7.4885e-06 7.1704e-06 5.8771e-06 6.8667e-06 7.1402e-06 7.6174e-06 1.1717e-05 1.8862e-05 1.9319e-05 3.8886e-05 9.4952e-06 5.6407e-05 6.9212e-06 1.8831e-05 1.8029e-05 1.0117e-05 7.3748e-06 2.3579e-05 2.5868e-05 3.8004e-05 9.2526e-06 7.5109e-06 7.2322e-06 1.2406e-05 8.3703e-06 3.8649e-06 2.7414e-06
12 0.05324 0 0.00012193 0.0017565 0.00025805 0.00022615 0.0011226 0.00025832 0.00035469 0.0003996 0.00022231 0.00020037 0.00098107 0.00027656 0.00019131 0.00026206 0.00021271 0.00023388 0.00037203 0.00020194 0.00027446 0.00016922 0.00065387 0.00024087 0.00015457 0.00027655 0.00011284 0.00017069 0.00011074 0.00013443 8.2751e-05 6.1854e-05 0.00011666 0.00029537 0.00030534 0.0003362 0.00035298 0.00033547 0.00031098 0.00030192 0.00028467 0.00027429 0.00025799 0.00024638 0.00023137 0.00022376 0.00021088 7.0283e-06 5.7873e-06 9.0902e-06 7.5675e-06 1.3084e-05 2.5007e-05 3.4617e-05 4.4931e-05 5.6105e-06 8.3709e-06 8.3943e-06 6.4302e-06 8.5215e-06 7.9789e-06 9.2174e-06 3.945e-06 1.411e-05 3.7031e-06 3.4361e-05 4.8925e-05 5.2207e-05 0.00015667 1.7994e-05 1.4245e-05 3.292e-05 1.0747e-05 1.8044e-05 2.7517e-05 1.1086e-05 3.2406e-05 1.7282e-05 7.8136e-06 1.0129e-05 1.4676e-05 5.0529e-06 4.4204e-06 2.567e-06
13 0.06912 0 0.00044563 0.00062939 0.00029172 0.00029416 0.0002238 0.0010654 0.00026203 0.00021376 0.00024994 0.00048282 0.00022267 0.00033811 0.00031724 0.00027537 0.00024492 0.00019035 0.00017184 0.00032864 0.00019109 0.00024321 0.00017892 0.00062139 0.00031668 0.00012834 0.00016175 0.00015448 0.00020578 0.00010578 0.00012242 0.00011025 6.6521e-05 9.561e-05 6.0905e-05 5.4058e-05 6.0544e-05 3.412e-05 3.9781e-05 1.8746e-05 2.4033e-05 1.5129e-05 1.6192e-05 1.4556e-05 1.0781e-05 9.9586e-06 1.1627e-05 8.5109e-06 1.0178e-05 8.4197e-06 1.4261e-05 2.6158e-05 3.6719e-05 4.764e-05 6.6884e-06 9.46e-06 8.3335e-06 6.2872e-06 9.7121e-06 7.8595e-06 8.6978e-06 8.2665e-06 1.2539e-05 1.9055e-05 2.2804e-05 4.4074e-05 9.0275e-06 6.283e-05 1.8503e-05 9.1587e-06 1.1035e-05 1.2468e-05 1.8256e-05 2.2234e-05 3.3208e-05 4.0215e-05 1.184e-05 1.2134e-05 1.8864e-05 1.8107e-05 7.8013e-06 4.1854e-06 2.5854e-06 3.6067e-06
14 0.08788 0 2.7692e-05 0.00011258 0.00015714 0.00018719 0.00024969 0.0002341 0.0002194 0.0002997 0.00023055 0.00021507 0.00024642 0.00093378 0.00060538 0.00026744 0.00021516 0.00022332 0.00021308 0.00022722 0.0001568 0.00027063 0.00028473 0.00022354 0.00059183 0.00029627 0.00026488 0.00015886 0.00010329 0.00020751 8.6314e-05 7.7284e-05 9.1775e-05 8.5207e-05 9.4539e-05 5.4411e-05 4.2814e-05 5.0591e-05 4.4493e-05 3.7647e-05 1.9103e-05 2.5237e-05 1.9767e-05 1.5647e-05 1.2295e-05 9.1598e-06 1.0253e-05 1.3475e-05 8.1531e-06 1.5141e-05 2.8588e-05 3.8919e-05 4.9911e-05 6.6534e-06 9.2809e-06 8.9395e-06 7.5294e-06 9.8435e-06 7.6118e-06 9.1958e-06 9.6437e-06 1.2616e-05 1.4192e-05 7.0632e-06 3.7571e-05 5.1544e-05 5.7223e-05 0.00017356 2.0618e-05 2.0142e-05 2.3504e-05 1.4416e-05 8.7277e-06 2.9928e-05 3.6901e-05 4.4328e-05 3.1237e-05 1.3745e-05 1.0999e-05 1.5497e-05 7.4374e-06 4.1713e-06 3.6141e-06 2.0587e-06
15 0.10976 0 6.2377e-05 8.9179e-06 7.7238e-05 0.00018316 0.00019603 0.0002237 0.00095748 0.00023778 0.00020485 0.00022307 0.00019042 0.00017947 0.00025529 0.00026221 0.00026292 0.00020942 0.00022345 0.00038967 0.00038914 0.00016622 0.00022818 0.00021583 0.00018077 0.00061925 0.0003015 0.00020821 0.00016871 0.00014729 0.00020877 0.00010151 8.6507e-05 7.0952e-05 7.5213e-05 9.0405e-05 7.3579e-05 5.1028e-05 3.9957e-05 3.6882e-05 3.4497e-05 2.0327e-05 2.4158e-05 1.8067e-05 1.4542e-05 1.2567e-05 1.123e-05 1.0807e-05 1.3905e-05 2.7038e-05 3.8377e-05 5.0467e-05 6.3451e-06 9.1719e-06 8.942e-06 7.0651e-06 9.7396e-06 7.7734e-06 8.9518e-06 9.839e-06 1.2099e-05 1.3747e-05 2.0919e-05 2.277e-05 4.5185e-05 9.298e-06 6.8659e-05 2.0917e-05 1.0986e-05 1.9871e-05 4.187e-05 1.4653e-05 2.3518e-05 3.4798e-05 1.5378e-05 5.0961e-05 1.5755e-05 1.6272e-05 1.581e-05 1.9165e-05 1.0034e-05 5.0357e-06 2.272e-06 5.8772e-06
16 0.135 0 0.00067668 0.00016484 0.00010206 0.00022055 0.00021446 0.00020318 0.00020174 0.00021683 0.00029281 0.00024581 0.00024746 0.00019926 0.00093583 0.00030972 0.00024377 0.00026568 0.00027157 0.00020065 0.00020283 0.00019492 0.00026097 0.00023654 0.0001996 0.00016735 0.00057341 0.00034605 0.00022179 0.00013097 0.00014925 0.00018074 0.00011609 0.00010213 7.6786e-05 5.9137e-05 6.6066e-05 6.5289e-05 5.125e-05 4.9086e-05 3.0166e-05 2.885e-05 1.8502e-05 2.211e-05 2.6104e-05 2.9655e-05 3.0731e-05 3.0467e-05 2.9062e-05 4.0201e-05 5.2071e-05 6.4612e-06 9.0366e-06 8.6357e-06 7.5851e-06 1.0696e-05 7.9744e-06 9.8903e-06 1.0929e-05 1.2925e-05 1.4669e-05 2.4034e-05 2.6375e-05 3.9303e-05 5.5954e-05 6.2357e-05 0.00019027 2.2937e-05 1.7523e-05 2.1037e-05 1.5793e-05 2.3694e-05 3.0868e-05 4.1142e-05 4.326e-05 2.2484e-05 2.3444e-05 1.3995e-05 1.7069e-05 1.7459e-05 1.5586e-05 1.009e-05 9.0603e-06 5.0905e-06
17 0.16384 0 5.8231e-06 5.0833e-05 0.00019203 0.00023346 0.00025489 0.00020182 0.00020822 0.00088279 0.00022229 0.00021902 0.0004407 0.00026493 0.00018215 0.00053717 0.00029712 0.00020061 0.00017474 0.00022457 0.00035078 0.00036707 0.0001608 0.00020279 0.00019234 0.00016563 0.00013518 0.00057006 0.00029951 0.00025396 0.00017992 0.00013914 0.00015043 9.7312e-05 9.1432e-05 7.6532e-05 5.9744e-05 5.7398e-05 6.4416e-05 4.4405e-05 6.149e-05 6.1248e-05 6.1982e-05 5.7578e-05 5.2946e-05 4.6737e-05 4.6463e-05 4.3471e-05 4.1578e-05 5.424e-05 6.3233e-06 9.214e-06 1.0667e-05 8.358e-06 1.0993e-05 8.6125e-06 1.0513e-05 1.1469e-05 1.3473e-05 1.5858e-05 2.5827e-05 2.5385e-05 4.1655e-05 4.9705e-05 1.1235e-05 7.5625e-05 2.3351e-05 1.3179e-05 2.5312e-05 5.2122e-05 1.9611e-05 2.3489e-05 3.662e-05 4.6654e-05 5.7275e-05 2.457e-05 2.0947e-05 2.9954e-05 2.7522e-05 1.8438e-05 1.0716e-05 9.1332e-06 6.5829e-06 2.9672e-06
18 0.19652 0 3.2338e-05 4.7739e-05 0.00021932 0.00024025 0.00027886 0.00026854 0.00025813 0.00021331 0.00036224 0.00022974 0.0002017 0.00019121 0.00021877 0.00082544 0.00036021 0.00026515 0.00020909 0.00019463 0.00021787 0.00018828 0.00034954 0.00023734 0.00022717 0.00018462 0.00018947 0.000123 0.00055461 0.00025571 0.00023052 0.00021202 0.00012311 0.00016383 0.00014609 0.00015617 0.00013235 0.00012776 0.00011827 0.00012446 9.9305e-05 8.7116e-05 8.1776e-05 7.5654e-05 7.0713e-05 6.6468e-05 6.2351e-05 6.0271e-05 5.6463e-05 7.0528e-06 1.2406e-05 1.162e-05 8.5018e-06 1.2002e-05 9.1255e-06 1.1109e-05 1.2052e-05 1.4093e-05 1.6893e-05 2.6379e-05 2.5088e-05 4.6432e-05 5.0903e-05 5.9509e-05 6.75e-05 0.00020717 2.7389e-05 2.1317e-05 2.8552e-05 1.9463e-05 2.4221e-05 3.3581e-05 4.1764e-05 2.0453e-05 6.758e-05 3.8771e-05 2.0675e-05 2.7063e-05 2.6409e-05 1.5387e-05 6.8845e-06 6.4174e-06 7.01e-06 2.2248e-06
19 0.23328 0 2.7827e-05 0.00062964 0.00031839 0.00035773 0.00022081 0.00023002 0.00024233 0.00023535 0.00081654 0.0002782 0.00025271 0.00020798 0.00019293 0.00026762 0.0002459 0.00029201 0.00027481 0.00028441 0.00021518 0.00032694 0.00015692 0.00032619 0.00022197 0.00018065 0.00015387 0.00015544 0.0001431 0.00049243 0.00024001 0.0002182 0.00022249 9.6455e-05 9.6374e-05 6.5527e-05 7.8455e-05 6.0534e-05 5.7694e-05 5.2402e-05 4.7174e-05 2.9643e-05 1.9205e-05 1.6585e-05 1.4341e-05 1.2947e-05 1.0828e-05 7.9839e-06 7.91e-06 1.2406e-05 1.1321e-05 9.2007e-06 1.201e-05 9.8077e-06 1.2007e-05 1.2688e-05 1.4748e-05 1.7933e-05 2.7748e-05 2.7592e-05 4.9619e-05 5.4173e-05 6.8465e-05 7.2439e-05 8.1996e-05 2.5382e-05 1.5237e-05 2.8876e-05 5.2198e-05 2.3894e-05 3.6832e-05 4.4328e-05 5.3812e-05 5.4461e-05 3.2861e-05 2.5399e-05 2.8094e-05 2.3939e-05 3.0799e-05 1.4971e-05 1.0352e-05 6.2716e-06 4.3196e-06 1.6235e-06
20 0.27436 0 3.3098e-06 0.00010242 0.00072231 0.0003499 0.00032682 0.00025434 0.0002121 0.00023138 0.00024827 0.0002674 0.00024431 0.00028543 0.00021406 0.00018767 0.0010202 0.0003234 0.00025671 0.0002 0.00021606 0.00018887 0.00024103 0.00018937 0.00033664 0.00023834 0.0001785 0.00017329 0.00014989 0.00017831 0.00045185 0.00023903 0.00023318 0.00025716 0.00013418 9.7278e-05 7.9883e-05 6.0598e-05 4.7348e-05 3.9893e-05 3.952e-05 4.4018e-05 3.3796e-05 2.3382e-05 1.8307e-05 1.7217e-05 1.3345e-05 1.2028e-05 1.2881e-05 1.221e-05 8.7837e-06 1.223e-05 1.0349e-05 1.2355e-05 1.3202e-05 1.4899e-05 1.8429e-05 2.9027e-05 2.7936e-05 4.6304e-05 5.5304e-05 7.2809e-05 7.3951e-05 8.4159e-05 0.00022514 3.2464e-05 2.5844e-05 3.0072e-05 2.3672e-05 3.187e-05 3.5249e-05 5.3427e-05 5.9766e-05 7.4494e-05 4.27e-05 2.7562e-05 3.5305e-05 2.9445e-05 2.8517e-05 1.8809e-05 7.5113e-06 5.3132e-06 3.2247e-06 1.2751e-06
21 0.32 0 4.0326e-05 0.00030725 0.00040297 0.00025423 0.00032626 0.00035706 0.00035508 0.00023302 0.00022484 0.00079032 0.0002657 0.00046111 0.00026193 0.00020661 0.00020886 0.00027995 0.00028178 0.00021902 0.00023206 0.00026368 0.00026583 0.00019491 0.00018552 0.00034859 0.00021404 0.00015956 0.00014765 0.00014077 0.00018475 0.00042594 0.00022193 0.00021485 0.00024302 0.00016083 8.1417e-05 7.7533e-05 6.0496e-05 5.4381e-05 5.1758e-05 3.8679e-05 3.4349e-05 2.4941e-05 1.9435e-05 1.6799e-05 1.3938e-05 1.6693e-05 1.194e-05 9.3607e-06 1.2907e-05 1.06e-05 1.2301e-05 1.3955e-05 1.6286e-05 2.0551e-05 3.0446e-05 2.8647e-05 4.9311e-05 6.0469e-05 7.6976e-05 7.8733e-05 8.9212e-05 0.00023745 2.7443e-05 1.814e-05 3.3771e-05 6.2653e-05 2.7163e-05 3.1956e-05 4.7799e-05 6.4357e-05 6.2364e-05 8.1039e-05 3.7519e-05 2.4947e-05 3.1699e-05 3.2265e-05 1.368e-05 1.228e-05 7.2846e-06 5.4901e-06 3.1917e-06 1.1682e-06
22 0.37044 0 0.00023294 0.00035244 0.00045546 0.00075563 0.00031229 0.00028502 0.00029425 0.00035972 0.0003101 0.00021309 0.00027656 0.00023736 0.0002771 0.00027756 0.00026891 0.00099677 0.00032786 0.00034411 0.00027889 0.00026493 0.00023967 0.00019043 0.00018571 0.00019358 0.00037098 0.00021014 0.00018852 0.00015742 0.00014164 0.00012145 0.00040888 0.00020695 0.00020055 0.00022949 0.00018826 0.00011644 6.4838e-05 4.8106e-05 3.5948e-05 3.8314e-05 3.6046e-05 3.6836e-05 2.5496e-05 1.9875e-05 2.306e-05 1.2613e-05 1.1143e-05 1.4371e-05 1.2224e-05 1.4417e-05 1.6029e-05 1.8086e-05 2.2022e-05 3.1863e-05 3.1222e-05 5.2833e-05 6.1312e-05 7.7711e-05 8.4293e-05 9.2935e-05 0.00025461 2.8345e-05 3.6752e-05 2.9477e-05 3.3783e-05 2.6401e-05 3.5913e-05 5.5604e-05 6.108e-05 6.7116e-05 7.8936e-05 4.101e-05 3.4416e-05 3.1014e-05 3.3545e-05 4.0701e-05 1.7453e-05 8.6475e-06 8.5631e-06 6.7756e-06 1.4911e-06 7.2952e-07
23 0.42592 0 0.00029162 0.00046138 0.00031538 0.00034379 0.0003491 0.00031806 0.00030218 0.00028845 0.00030803 0.00045695 0.00082281 0.00030326 0.00024415 0.00025996 0.00025777 0.00023113 0.00029724 0.00026635 0.00026143 0.00022059 0.0002953 0.00031604 0.00023306 0.00017628 0.00016491 0.00033795 0.00019735 0.00017093 0.00013271 0.00018377 0.00011522 0.00039488 0.00020019 0.00019177 0.00022323 0.00018572 0.00014722 6.2895e-05 5.8869e-05 4.9341e-05 3.5662e-05 2.7547e-05 2.6304e-05 2.4258e-05 1.6436e-05 1.7056e-05 1.5318e-05 1.3109e-05 1.5197e-05 1.6912e-05 1.9571e-05 2.3228e-05 3.3184e-05 3.3049e-05 5.4969e-05 6.3694e-05 8.1443e-05 9.2152e-05 9.8479e-05 0.0002707 3.0757e-05 3.7149e-05 2.0772e-05 3.7402e-05 6.8201e-05 2.9496e-05 4.4933e-05 4.7792e-05 7.1831e-05 7.0678e-05 8.4202e-05 5.2508e-05 3.3825e-05 4.0312e-05 3.394e-05 3.3604e-05 1.8482e-05 9.9294e-06 5.1955e-06 5.1191e-06 1.6163e-06 7.0826e-07
24 0.48668 0 0.0002901 0.00049108 0.00051896 0.00038724 0.0006911 0.00038944 0.00034984 0.00029417 0.00029041 0.00028558 0.00031895 0.00038626 0.00055154 0.00029819 0.00027484 0.00026173 0.00099713 0.00032376 0.00027818 0.00023412 0.00024478 0.00024885 0.00022005 0.00023597 0.00019419 0.00017376 0.00027357 0.00019773 0.0001918 0.00013258 0.00015692 0.00011012 0.00037167 0.00019315 0.00017796 0.00020954 0.00018155 0.00017421 8.6243e-05 4.1579e-05 3.7913e-05 3.563e-05 3.2783e-05 2.5641e-05 2.1445e-05 1.8821e-05 1.4463e-05 1.6343e-05 1.753e-05 2.0377e-05 2.4234e-05 3.5178e-05 3.4218e-05 5.6955e-05 6.7332e-05 8.6938e-05 9.4844e-05 0.00010266 0.00028488 3.0489e-05 3.8587e-05 3.9234e-05 4.2459e-05 4.1086e-05 3.0816e-05 3.8204e-05 4.8308e-05 6.13e-05 7.5699e-05 8.9302e-05 6.0192e-05 4.6194e-05 2.9147e-05 4.0222e-05 3.291e-05 2.1313e-05 2.1221e-05 7.8662e-06 6.1832e-06 2.6112e-06 1.2394e-06 4.1429e-07
25 0.55296 0 0.00034886 0.00054564 0.0003598 0.00041642 0.00040996 0.00038122 0.00033129 0.00039141 0.00031244 0.00028671 0.0002686 0.00074489 0.00035707 0.00029461 0.00030511 0.00030655 0.00027135 0.00082597 0.00033909 0.00033836 0.00026906 0.00032757 0.0003016 0.00023994 0.0002295 0.00021141 0.00018523 0.00025468 0.00018033 0.00018298 0.00016168 0.00014892 0.0001159 0.00036377 0.00018692 0.00017482 0.00020685 0.00017002 0.00015799 0.00010993 6.4411e-05 3.7904e-05 2.8845e-05 2.6237e-05 2.2886e-05 1.9497e-05 1.7792e-05 1.8433e-05 2.1506e-05 2.7071e-05 3.8011e-05 3.7192e-05 6.1647e-05 7.1335e-05 9.1216e-05 9.7986e-05 0.00010722 0.00030009 3.2029e-05 4.195e-05 4.2492e-05 4.1105e-05 4.3136e-05 7.455e-05 3.8569e-05 5.0696e-05 6.4832e-05 8.1879e-05 8.16e-05 9.7587e-05 5.8109e-05 4.4425e-05 3.8705e-05 3.7137e-05 5.2649e-05 1.6796e-05 1.1706e-05 8.4806e-06 5.5294e-06 2.3967e-06 1.3932e-06 3.8848e-07
26 0.625 0 0.00050916 0.00043448 0.00029056 0.00033958 0.00039168 0.00068442 0.00042035 0.00037173 0.00031971 0.00031685 0.00029647 0.00029559 0.00032573 0.00035694 0.00029918 0.00027882 0.00028098 0.00047446 0.00083916 0.00032437 0.00027897 0.00026221 0.00027574 0.00023256 0.00024796 0.00021828 0.00025244 0.00020881 0.00024856 0.00017967 0.00017093 0.00015386 0.00014931 0.00010447 0.00035471 0.00018097 0.00015795 0.00019608 0.00016415 0.00015341 0.00011201 7.627e-05 5.2597e-05 4.1435e-05 2.5243e-05 2.1282e-05 2.0172e-05 2.325e-05 2.9967e-05 4.0345e-05 3.975e-05 6.4076e-05 7.3863e-05 9.5794e-05 0.00010062 0.00011037 0.00031564 3.4303e-05 4.2776e-05 4.4402e-05 4.3431e-05 4.693e-05 4.7274e-05 3.3986e-05 4.0786e-05 6.0493e-05 7.4885e-05 8.2463e-05 0.00010034 6.6453e-05 5.1471e-05 3.9067e-05 4.5767e-05 4.8313e-05 4.2517e-05 2.2504e-05 1.4047e-05 8.5824e-06 1.0014e-05 3.882e-06 1.2675e-06 1.7847e-07
27 0.70304 0 0.00039586 0.00037749 0.00035324 0.00035324 0.00032519 0.00039467 0.00040731 0.00035875 0.00039667 0.00034295 0.00032867 0.00031008 0.00073077 0.00054231 0.00032008 0.00033377 0.00030678 0.00030316 0.00030173 0.00081776 0.00034896 0.00030184 0.00031536 0.00030286 0.00023134 0.00024431 0.00021605 0.00021356 0.00018578 0.00023518 0.00015624 0.00016835 0.00014671 0.00015525 0.00010646 0.00032641 0.00017673 0.00016221 0.00019032 0.00015901 0.00014743 0.00011184 8.0441e-05 5.1608e-05 4.729e-05 3.2036e-05 2.5764e-05 3.1658e-05 4.2304e-05 4.156e-05 6.7196e-05 7.7518e-05 0.00010043 0.00010491 0.00011381 0.00033057 3.3753e-05 4.3916e-05 4.6434e-05 4.7622e-05 4.4835e-05 5.0127e-05 8.1155e-05 4.3836e-05 5.6797e-05 6.8598e-05 9.1887e-05 8.8986e-05 0.00010332 6.8997e-05 5.0446e-05 3.4887e-05 4.7732e-05 3.9671e-05 2.4342e-05 2.3883e-05 1.0441e-05 7.3855e-06 5.0826e-06 1.7564e-06 9.4488e-07 5.1078e-07
28 0.78732 0 0.00020681 0.00035156 0.00038514 0.00031557 0.00036163 0.0003109 0.00059747 0.00038998 0.00031877 0.00035816 0.00043575 0.00032574 0.00030392 0.00035929 0.00037203 0.00033057 0.00032136 0.00028555 0.0004791 0.00030267 0.00082685 0.0002841 0.00032159 0.00026515 0.00023935 0.00024304 0.00022203 0.00023503 0.00022247 0.00019416 0.00023008 0.00015917 0.00015213 0.00013899 0.00014897 0.00012186 0.00031774 0.00016326 0.00015698 0.00018727 0.00015572 0.00014323 0.00010461 8.1728e-05 5.3362e-05 4.7097e-05 3.1239e-05 4.3042e-05 4.4893e-05 7.073e-05 8.0185e-05 0.00010321 0.00010798 0.0001185 0.000349 3.9107e-05 4.6717e-05 4.6137e-05 5.0586e-05 4.7882e-05 5.4194e-05 8.801e-05 4.3803e-05 4.8544e-05 6.5977e-05 8.4039e-05 9.3276e-05 0.00011345 7.7395e-05 5.05e-05 5.567e-05 4.3823e-05 4.6006e-05 5.7092e-05 2.2135e-05 1.6128e-05 1.0054e-05 6.6929e-06 3.8336e-06 1.3807e-06 1.2956e-06 2.6308e-07
29 0.87808 0 1.4297e-05 5.5411e-05 0.00015561 0.00033422 0.00029275 0.0003194 0.00031106 0.00029692 0.00036619 0.00032323 0.00033682 0.00032808 0.00033918 0.00069637 0.00035912 0.00035498 0.00030556 0.00032255 0.00029234 0.00037863 0.00029305 0.00085824 0.00029882 0.00035561 0.00028915 0.0002336 0.00024104 0.00021129 0.00021068 0.00019144 0.00020762 0.00024274 0.00016688 0.00014995 0.0001287 0.00014288 0.00013449 0.00031653 0.0001651 0.00015285 0.0001808 0.00015018 0.00013985 0.00010134 7.9494e-05 4.9123e-05 4.2542e-05 4.9006e-05 7.2363e-05 8.2458e-05 0.00010407 0.00011122 0.0001226 0.00036277 3.8654e-05 4.6354e-05 4.9091e-05 5.2433e-05 5.1403e-05 4.7719e-05 9.0996e-05 4.3585e-05 5.3058e-05 6.0515e-05 8.0632e-05 9.9655e-05 9.811e-05 0.00012375 7.5649e-05 5.8817e-05 4.1771e-05 5.5072e-05 5.1951e-05 5.4303e-05 2.9163e-05 1.7203e-05 1.1193e-05 8.2001e-06 3.7253e-06 1.7346e-06 6.4584e-07 2.9462e-07
30 0.97556 0 1.5592e-05 6.288e-05 0.00029113 0.00022006 0.00028829 0.00029211 0.00028909 0.00057965 0.00029919 0.00034078 0.00030705 0.00032627 0.00030192 0.00033016 0.00054519 0.00035304 0.00034373 0.00030991 0.00030512 0.00043551 0.00031933 0.00029047 0.00081719 0.00035503 0.00030095 0.00023972 0.00023632 0.00022241 0.00022586 0.00021372 0.00019644 0.00017906 0.00024421 0.00015842 0.0001516 0.00012995 0.00013342 0.00014372 0.00030869 0.00016693 0.00014942 0.00017738 0.00014632 0.00013437 0.0001028 8.3171e-05 5.3254e-05 7.4915e-05 8.3936e-05 0.00010916 0.00011891 0.00013117 0.00037647 3.9616e-05 4.8748e-05 4.784e-05 5.0106e-05 5.6572e-05 5.348e-05 0.00010077 4.8786e-05 5.0477e-05 6.2787e-05 7.4939e-05 9.0488e-05 0.00010438 0.00012416 7.8924e-05 6.4516e-05 6.4044e-05 4.1734e-05 5.0468e-05 5.3023e-05 3.212e-05 2.8747e-05 1.3254e-05 8.9865e-06 1.2646e-05 4.7766e-06 1.162e-06 1.0167e-06 1.2157e-07
31 1.08 0 2.009e-06 8.4115e-05 0.00014086 0.00019115 0.00020396 0.00024344 0.00027428 0.00026584 0.00035469 0.00028651 0.00030673 0.00029405 0.00032498 0.00028812 0.00066387 0.00037376 0.00036465 0.00033694 0.0003263 0.00030089 0.00034337 0.00028444 0.00031207 0.00079651 0.00046998 0.00030834 0.00024364 0.00023296 0.00020973 0.00022196 0.00018257 0.00020129 0.0001734 0.00022743 0.00014764 0.00013231 0.00012231 0.00012902 0.00015056 0.00030284 0.00016774 0.00015002 0.00017386 0.0001446 0.00012902 9.412e-05 8.1378e-05 8.9666e-05 0.00011664 0.00012325 0.00013683 0.00038983 4.4983e-05 5.4585e-05 5.5022e-05 6.0869e-05 5.6313e-05 5.2801e-05 9.1757e-05 4.5848e-05 5.242e-05 7.0419e-05 7.5328e-05 8.5295e-05 0.00010772 0.00011289 0.00013028 8.3755e-05 6.5203e-05 5.008e-05 5.915e-05 5.6615e-05 6.7627e-05 2.7566e-05 1.8409e-05 1.3583e-05 1.0187e-05 7.1495e-06 2.5855e-06 2.0726e-06 3.8205e-07 3.4988e-08
32 1.1916 0 2.1045e-05 0.00010101 0.00015504 0.00012678 0.00017981 0.00020223 0.00023673 0.00027272 0.00050204 0.00028367 0.00029456 0.00039382 0.0002777 0.00030344 0.00030077 0.00035716 0.00034622 0.00031703 0.00032341 0.00030444 0.00045353 0.00033316 0.00027912 0.00026717 0.00075641 0.00051343 0.00027591 0.00024835 0.00023973 0.00022719 0.0002281 0.00018801 0.00016882 0.00016726 0.0002229 0.00015797 0.0001457 0.00012033 0.00011207 0.00013717 0.00029458 0.00016934 0.00015332 0.00016828 0.00013702 0.00012934 9.2473e-05 0.00012043 0.00012768 0.00014178 0.00040429 4.6946e-05 5.7938e-05 5.9902e-05 6.134e-05 5.6724e-05 6.2872e-05 0.00010798 5.0209e-05 5.7271e-05 6.5436e-05 8.0075e-05 8.8662e-05 9.9476e-05 0.00011925 0.0001372 9.2086e-05 6.7199e-05 7.349e-05 4.997e-05 6.3142e-05 6.2697e-05 6.6211e-05 3.4725e-05 2.1142e-05 1.4951e-05 9.7165e-06 4.6302e-06 2.2135e-06 1.2443e-06 4.7156e-07 1.7007e-08
33 1.3107 0 1.4435e-06 6.9572e-05 5.1203e-05 0.00020997 0.00013959 0.00017036 0.00018333 0.00021465 0.00023932 0.00028308 0.0002645 0.0002629 0.00028711 0.00027749 0.00029809 0.0007843 0.0003502 0.00035005 0.00032343 0.00033448 0.00027511 0.00032958 0.00030068 0.00029192 0.0002606 0.00073405 0.00054355 0.00027957 0.00024862 0.00022359 0.00021243 0.00018071 0.00018326 0.00017687 0.00016229 0.00021707 0.00013459 0.0001226 0.00012219 0.0001264 0.00015028 0.00028856 0.00015575 0.00015127 0.0001699 0.00013927 0.00012496 0.00013315 0.00014704 0.00041649 4.8073e-05 6.2144e-05 6.2559e-05 6.4259e-05 6.2427e-05 6.4357e-05 0.00010939 3.7942e-05 6.314e-05 7.0058e-05 8.1866e-05 8.5745e-05 0.00010777 0.00012033 0.00011707 0.00014383 9.6423e-05 8.117e-05 5.3913e-05 6.6287e-05 6.2126e-05 6.5047e-05 3.4848e-05 3.577e-05 1.8767e-05 1.4017e-05 1.7669e-05 4.2663e-06 2.1232e-06 1.7764e-06 3.6116e-07 8.774e-09
34 1.4375 0 5.1689e-07 4.651e-05 7.846e-05 7.725e-05 0.00011616 0.00013874 0.00017728 0.00018779 0.00020048 0.00046548 0.00026277 0.00026432 0.0002647 0.0002702 0.00026541 0.00027666 0.00034587 0.00034259 0.00032071 0.00030698 0.00031986 0.00042515 0.00029949 0.00029357 0.00025783 0.00025473 0.0007095 0.00052295 0.00030349 0.00023327 0.00022948 0.00021393 0.0001849 0.0001555 0.00016496 0.00013473 0.00020668 0.00015091 0.00012461 0.00010847 0.00011065 0.00014297 0.00027799 0.00015298 0.00014457 0.00016135 0.00013667 0.00014981 0.00042734 5.2285e-05 6.616e-05 6.4274e-05 6.736e-05 6.5424e-05 6.6886e-05 0.00011865 5.4075e-05 6.1641e-05 7.7621e-05 8.2571e-05 9.8045e-05 0.00011416 0.0001286 0.00012247 0.00015058 0.00010405 7.3501e-05 7.9074e-05 5.253e-05 7.226e-05 7.4477e-05 7.9254e-05 3.4484e-05 2.147e-05 1.51e-05 1.1901e-05 9.1636e-06 7.2461e-06 1.8226e-06 8.808e-07 2.158e-07 6.2735e-09
35 1.5722 0 4.7793e-07 4.484e-06 2.0179e-05 8.927e-05 0.00010084 0.00012782 0.00014381 0.00015848 0.00018847 0.00018821 0.00024649 0.00024986 0.00025752 0.00027166 0.00025084 0.00026716 0.00059328 0.00033275 0.00032323 0.00030195 0.000308 0.00029011 0.00030014 0.00026176 0.00028877 0.00024595 0.0002561 0.00071933 0.00051932 0.00033991 0.000217 0.00021463 0.00018396 0.00019324 0.00017582 0.00017049 0.00014263 0.00018127 0.00013672 0.0001242 0.00010772 0.00010269 0.0001527 0.00027018 0.00015725 0.00014065 0.00015754 0.00044062 5.8568e-05 7.1301e-05 6.8679e-05 7.2164e-05 7.3867e-05 7.1429e-05 0.00012518 5.5079e-05 6.305e-05 8.3627e-05 8.2688e-05 0.00010208 0.00012 0.00013606 0.000118 0.00012808 0.00015622 0.00010574 8.7368e-05 5.9575e-05 7.6382e-05 6.5824e-05 7.6049e-05 7.1813e-05 4.0978e-05 2.5487e-05 2.2427e-05 1.3135e-05 5.4297e-06 2.6957e-06 1.7833e-06 7.0617e-07 1.763e-07 1.6231e-09
36 1.715 0 2.3446e-06 4.8601e-06 2.089e-05 4.4483e-05 0.00017191 9.4146e-05 0.0001274 0.00014386 0.00015344 0.00018491 0.0004196 0.0002161 0.00031383 0.00024328 0.0002636 0.00024913 0.00038511 0.00031952 0.00031875 0.00030616 0.00029526 0.00030333 0.00043753 0.00029368 0.00026571 0.00027502 0.00024433 0.00023974 0.00066204 0.00050057 0.0003631 0.00027204 0.00022035 0.0001863 0.00015697 0.00016973 0.0001514 0.00013292 0.00017992 0.00012935 0.00011428 0.00010451 0.00010112 0.00014804 0.00031753 0.00038991 0.00045215 6.3231e-05 7.5346e-05 7.2142e-05 7.5019e-05 7.8816e-05 7.2904e-05 0.00013081 6.1996e-05 6.8058e-05 8.8657e-05 8.9623e-05 0.00010208 0.00012665 0.00014094 0.00013053 0.00013732 0.00016646 0.00011207 8.5537e-05 8.7442e-05 6.329e-05 7.7344e-05 8.5439e-05 9.4678e-05 4.5298e-05 4.3214e-05 2.2256e-05 1.4841e-05 2.2307e-05 5.1103e-06 2.361e-06 1.259e-06 5.313e-07 1.7816e-07 6.9056e-10
37 1.8662 0 2.6545e-07 5.0217e-06 2.8241e-05 3.3543e-05 5.1577e-05 0.00010754 0.00010204 0.00012302 0.00014418 0.00018539 0.00017581 0.00022158 0.00020878 0.00022042 0.00022652 0.00022661 0.00025698 0.00056757 0.00031533 0.00028328 0.00027704 0.00030493 0.00029167 0.00031759 0.00028868 0.00026684 0.00026917 0.00024748 0.00022983 0.00063002 0.00049085 0.00034501 0.00031199 0.00019447 0.00018741 0.00015882 0.00015424 0.00014733 0.00012889 0.00015987 0.00011954 0.00011164 9.5384e-05 0.00010114 8.5171e-05 7.9841e-05 6.4177e-05 7.9141e-05 7.6186e-05 7.8299e-05 8.2619e-05 7.5627e-05 0.00013555 6.7076e-05 7.352e-05 9.2297e-05 9.4259e-05 0.00010634 0.00013039 0.00014872 0.00014056 0.00014487 0.00016999 0.0001629 0.0001226 8.991e-05 6.392e-05 8.1736e-05 8.0429e-05 8.6815e-05 8.9581e-05 3.7291e-05 2.4772e-05 2.354e-05 1.6027e-05 1.1408e-05 5.0308e-06 2.4673e-06 1.2747e-06 3.2091e-07 1.6266e-07 2.2846e-10
38 2.0261 0 5.4286e-07 3.5584e-06 1.983e-05 3.2623e-05 4.7562e-05 7.1725e-05 9.8263e-05 0.00010971 0.00012015 0.00014449 0.00014976 0.00037662 0.00020606 0.00022013 0.00022044 0.00023064 0.00023057 0.00037236 0.0003036 0.00029825 0.00027838 0.00025225 0.00027588 0.00041689 0.00029562 0.0002767 0.00023135 0.00023629 0.00024044 0.00020852 0.00060131 0.00049046 0.00034933 0.00036217 0.00023845 0.00016069 0.00015569 0.00013942 0.00012688 0.00013195 0.00015666 0.00011336 0.00010887 9.7804e-05 9.5327e-05 7.9817e-05 8.6133e-05 8.0999e-05 8.1335e-05 8.7063e-05 8.0678e-05 0.00014102 7.0866e-05 7.9493e-05 9.4026e-05 9.819e-05 0.00011323 0.00013383 0.00015626 0.0001424 0.00014955 0.00017956 0.00017182 0.0001235 8.6398e-05 9.6127e-05 7.1241e-05 8.7486e-05 9.1856e-05 0.00011044 4.2604e-05 4.8014e-05 3.0144e-05 2.3163e-05 1.5736e-05 6.5397e-06 8.4927e-06 1.6862e-06 1.9938e-06 2.0467e-07 2.4175e-08 4.6449e-11
39 2.1949 0 1.5332e-06 2.2585e-05 9.6032e-06 3.0291e-05 4.164e-05 0.00013071 7.8726e-05 9.6688e-05 0.00012056 0.00012092 0.00013696 0.00014626 0.00020069 0.00018863 0.00019454 0.00021355 0.00021289 0.00021602 0.00051522 0.00029968 0.00027349 0.00025963 0.00026945 0.00027719 0.00043058 0.0002878 0.00028463 0.00023748 0.00023428 0.00023673 0.0002187 0.00057744 0.00046542 0.00031807 0.00033177 0.00027744 0.0001655 0.00014778 0.000141 0.00011591 0.00012635 0.000152 0.00011416 9.9095e-05 9.7642e-05 9.455e-05 8.7858e-05 8.6754e-05 9.0304e-05 8.3993e-05 0.00014636 7.5005e-05 8.9634e-05 9.539e-05 0.00010363 0.0001177 0.0001387 0.0001581 0.00015119 0.00016217 0.00018783 0.00018232 9.3384e-05 0.0001328 9.772e-05 7.0676e-05 9.1011e-05 8.1573e-05 9.9087e-05 0.0001033 4.99e-05 5.0762e-05 2.7584e-05 1.9881e-05 2.7503e-05 5.4164e-06 2.9811e-06 1.965e-06 8.8717e-07 2.877e-07 1.3909e-08 1.6423e-11
40 2.3728 0 4.1159e-06 1.2542e-05 1.5038e-05 2.1111e-05 4.7981e-05 4.8526e-05 7.4995e-05 8.6505e-05 9.8551e-05 0.00011154 0.00012199 0.00014049 0.00034591 0.00026572 0.0001958 0.00019999 0.00019772 0.00020694 0.00034731 0.00027779 0.00029099 0.00025759 0.00026155 0.00027002 0.00027145 0.0004207 0.00028911 0.00024874 0.0002532 0.00023949 0.00020859 0.00020421 0.00053471 0.0004712 0.00031533 0.00032602 0.00030339 0.00020761 0.0001332 0.00013623 0.00012007 0.00012394 0.0001405 0.00010965 0.00010445 0.00010107 8.5396e-05 9.1021e-05 8.8467e-05 0.00015168 7.8247e-05 9.3924e-05 9.354e-05 0.00010794 0.00012408 0.00014565 0.0001647 0.00016859 0.00016862 0.00019881 0.0001973 9.1072e-05 0.0001292 9.4777e-05 0.00010952 7.7734e-05 9.7603e-05 0.00010733 0.00012464 4.7739e-05 4.4152e-05 2.8183e-05 2.2673e-05 1.8202e-05 1.5937e-05 5.5928e-06 2.6926e-06 1.9014e-06 6.9428e-07 2.1236e-07 5.0037e-09 2.7069e-12
41 2.56 0 4.9992e-06 9.9161e-06 2.4244e-05 2.6564e-05 3.3403e-05 5.1081e-05 6.1082e-05 8.5791e-05 8.744e-05 9.715e-05 0.00010964 0.00012755 0.00013345 0.00018374 0.00018645 0.00018437 0.00019696 0.00019522 0.00019954 0.00050139 0.00026944 0.00026997 0.00024373 0.00026065 0.00024696 0.00025537 0.00039451 0.00034151 0.00024129 0.00026511 0.00023109 0.0002051 0.00021161 0.00049939 0.00045445 0.00030179 0.00031259 0.00030339 0.00024951 0.00016658 0.00012203 0.00011535 0.00012531 0.00016559 0.00010961 0.00010166 9.5082e-05 9.3746e-05 0.00015745 8.1327e-05 9.9165e-05 9.8466e-05 0.00011248 0.00013081 0.00015047 0.0001701 0.00017645 0.00016548 0.00021089 0.00020345 9.0122e-05 0.00010531 0.0001362 0.00010188 6.9113e-05 9.8975e-05 8.9591e-05 0.00010346 0.00011841 5.5979e-05 5.2841e-05 3.378e-05 2.9894e-05 1.891e-05 7.6615e-06 6.0955e-06 2.6637e-06 1.5713e-06 6.3016e-07 2.1412e-07 3.2651e-09 2.8996e-13
42 2.7568 0 7.7981e-06 1.5369e-05 2.0348e-05 3.8876e-05 3.2557e-05 4.6239e-05 0.00012206 6.573e-05 7.4057e-05 8.6201e-05 0.00012777 0.00011092 0.0001279 0.00030827 0.00018234 0.00017142 0.00018512 0.00018792 0.00019321 0.0003296 0.0002814 0.00028705 0.00025479 0.00024062 0.00026337 0.00026852 0.00027565 0.00038134 0.00032848 0.00024189 0.00026232 0.00022523 0.00019906 0.00019995 0.00048464 0.00044264 0.00028996 0.0002989 0.00029397 0.00023925 0.00019781 0.00014692 0.00011021 9.9259e-05 0.00015653 0.00010652 9.9772e-05 0.00016228 8.412e-05 0.00010297 0.00010175 0.00011637 0.00013611 0.00015583 0.00017571 0.00018333 0.00017972 0.00022091 0.00021324 0.0001004 9.8792e-05 0.00015131 0.00010274 0.00012464 8.848e-05 0.00010866 0.00011039 0.00014152 5.4909e-05 5.6855e-05 5.6562e-05 3.1437e-05 2.1946e-05 3.5526e-05 7.432e-06 9.9115e-06 2.0738e-06 2.6415e-06 3.9958e-07 1.5878e-07 1.8938e-09 6.2252e-14
43 2.9635 0 1.0694e-05 1.9867e-05 2.6661e-05 3.3652e-05 4.0382e-05 4.2981e-05 5.0522e-05 6.6786e-05 7.3123e-05 8.3321e-05 9.2404e-05 0.00010495 0.00010976 0.00012623 0.00023527 0.00016781 0.00017065 0.00017936 0.00018187 0.00019092 0.00047566 0.00027611 0.00024918 0.00023395 0.00024632 0.00024351 0.00024184 0.00024426 0.00038705 0.00031724 0.0002733 0.00025458 0.00022438 0.00019946 0.00018345 0.00046766 0.00043476 0.00028412 0.00029202 0.00029148 0.0002356 0.00019244 0.00017088 0.00012772 9.6635e-05 0.00014877 0.00016547 8.6681e-05 0.00010614 0.00010762 0.00012032 0.00014102 0.00016218 0.00018084 0.00019046 0.0001881 0.0002183 0.00022457 9.9558e-05 9.6874e-05 0.00017389 0.00010319 0.00010807 8.0867e-05 0.00010763 9.6894e-05 0.00011834 0.00013267 6.0427e-05 6.189e-05 3.1803e-05 2.4705e-05 2.2381e-05 1.7687e-05 6.6445e-06 3.8323e-06 2.618e-06 7.3177e-07 2.7161e-07 1.777e-07 6.4554e-10 3.1614e-15
44 3.1803 0 1.3309e-05 1.8776e-05 4.5294e-05 3.4882e-05 4.4248e-05 4.3244e-05 5.044e-05 5.6457e-05 7.4395e-05 7.5923e-05 8.4813e-05 9.4823e-05 0.00011082 0.00010886 0.00029069 0.00017207 0.00016694 0.00017436 0.00018202 0.00018306 0.00031554 0.00026048 0.00028188 0.00024371 0.00024034 0.00024787 0.0002546 0.00025364 0.00024437 0.00037176 0.00030394 0.00027429 0.00024699 0.00021673 0.00019387 0.00018655 0.0004491 0.00041939 0.00026495 0.00027751 0.00027719 0.00022946 0.00018225 0.00015397 0.00013046 0.0001004 9.0781e-05 0.00010761 0.00011345 0.00012419 0.0001452 0.00016829 0.00018733 0.00019503 0.000197 0.00023575 0.00023211 0.00010367 0.0001082 0.00016089 9.9506e-05 0.00010813 0.00013462 9.6804e-05 0.00011977 0.00011906 0.00015159 6.257e-05 6.2638e-05 5.0002e-05 3.8689e-05 3.4184e-05 2.2872e-05 1.1796e-05 7.0797e-06 2.7124e-06 2.0684e-06 1.0265e-06 3.6873e-07 1.9786e-07 3.3171e-10 3.3318e-17
45 3.4074 0 1.3226e-05 2.3002e-05 3.5636e-05 3.4395e-05 4.1287e-05 4.2401e-05 4.6146e-05 0.00011209 6.0244e-05 7.0096e-05 7.3252e-05 8.9482e-05 8.7378e-05 0.00011281 0.00011223 0.00017573 0.00016034 0.00016328 0.00016622 0.00017509 0.00019623 0.00044532 0.00026752 0.00027003 0.00022229 0.00023551 0.0002296 0.00024285 0.00024337 0.00025972 0.00036318 0.00031768 0.00028357 0.00026656 0.00023254 0.00017987 0.00017562 0.00043593 0.00041191 0.0002697 0.00027423 0.00026578 0.00021576 0.00017862 0.0001503 0.00013413 0.00010683 0.00011997 0.00012847 0.0001492 0.00017371 0.00019388 0.00019403 0.00020811 0.00024382 0.00024183 0.00011237 0.00010526 0.00015986 0.00012415 0.00011343 0.00012739 8.7169e-05 0.00011584 0.00010434 0.00012622 0.0001453 6.8818e-05 7.9035e-05 5.4236e-05 3.3057e-05 2.5765e-05 4.1494e-05 9.0056e-06 7.5769e-06 3.1922e-06 2.1967e-06 7.5423e-07 2.1531e-07 1.8498e-08 5.6643e-11 1.8378e-18
46 3.645 0 3.533e-06 2.5709e-05 3.2868e-05 4.0509e-05 3.8809e-05 4.4435e-05 4.3794e-05 5.3369e-05 6.0415e-05 6.6512e-05 7.1615e-05 7.628e-05 9.4876e-05 9.3002e-05 0.00011119 0.00033275 0.00016282 0.00016493 0.00016196 0.00017854 0.00017208 0.00032999 0.00025879 0.00025791 0.00025633 0.00024547 0.00024846 0.00024649 0.00023506 0.00023068 0.0002404 0.00033928 0.00030156 0.00026333 0.0002582 0.00023593 0.0001833 0.00016566 0.00042127 0.00039295 0.00026244 0.00026237 0.0002599 0.0002156 0.00017554 0.00014895 0.00012735 0.0001348 0.00015275 0.0001786 0.00020091 0.00019979 0.00022239 0.00025134 0.00025144 0.00011617 0.00010858 0.00017665 0.00011235 0.00011128 0.00012931 0.00014388 0.0001051 0.00012919 0.00012627 0.00016436 6.8545e-05 6.5964e-05 5.4887e-05 4.4019e-05 2.6098e-05 2.6432e-05 2.3453e-05 8.5577e-06 9.627e-06 2.6114e-06 3.4953e-06 7.8212e-07 1.8248e-07 9.3082e-09 3.7499e-11 1.0673e-22
47 3.8934 0 1.8503e-05 2.4946e-05 2.6065e-05 3.9174e-05 3.9923e-05 4.3463e-05 4.4167e-05 4.7006e-05 5.5991e-05 6.5034e-05 6.6724e-05 9.4542e-05 8.2883e-05 9.171e-05 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' } 10.116 0.75737 -37.592 1.9854 0.84341 0.22902 1 0 0.16263
{'unweighted_sum' } 11476 2.4405e+05 -7.8955e+05 21 4422.1 561.99 44069 0 14529
{'sd' } 6.9537 0.67774 55.748 1.0848 0.90505 0.5733 1.3323e-15 0 0.040844
{'coefofvar' } 0.68742 0.89486 -1.483 0.54639 1.0731 2.5032 1.3323e-15 NaN 0.25114
{'gini' } 0.32034 0.41117 -0.64344 0.268 0.41353 0.83721 0 NaN 0.13673
{'min' } 1 0.035637 -868.79 1 0.038108 0 0.0070076 0 0.036506
{'max' } 151 18.059 25.518 6 13.784 10.368 1 0 0.25228
{'pYis0' } 0 0 0 0 0 0.52499 0 1 0
{'pYls0' } 0 0 0.8166 0 0 0 0 0 0
{'pYgr0' } 1 1 0.1834 1 1 0.47501 1 0 1
{'pYisMINY' } 0.11052 0.0014188 7.8342e-06 0.41786 0.0033703 0.52499 0 1 0.0017694
{'pYisMAXY' } 0 0 0 0.0060544 0 5.3013e-06 1 1 0
{'p0_01' } 1 0.035637 -746.63 1 0.038108 0 1 0 0.036506
{'p10' } 1 0.24578 -86.517 1 0.14676 0 1 0 0.11668
{'p25' } 7 0.3161 -50.751 1 0.28802 0 1 0 0.13565
{'p50' } 9 0.51551 -25.389 2 0.56523 0 1 0 0.15824
{'p75' } 11 0.88958 -5.527 3 1.1092 0.23956 1 0 0.19322
{'p90' } 23 1.5797 6.0744 4 2.1768 0.8323 1 0 0.21229
{'p99_99' } 52 6.8857 23.692 6 8.3836 8.6488 1 0 0.24701
{'fl_cov_ap_ss' } 48.354 1.9167 116.57 0.29345 1.7747 3.1074 3.7471e-30 0 0.16611
{'fl_cor_ap_ss' } 1 0.4067 0.3007 0.038901 0.28199 0.77947 4.0447e-16 NaN 0.58487
{'fl_cov_c_ss' } 1.9167 0.45934 20.369 0.067217 0.59824 0.081697 2.4421e-31 0 0.021334
{'fl_cor_c_ss' } 0.4067 1 0.5391 0.091423 0.9753 0.21026 2.7046e-16 NaN 0.77071
{'fl_cov_v_ss' } 116.57 20.369 3107.8 2.9005 24.615 4.9476 -9.1828e-31 0 1.8609
{'fl_cor_v_ss' } 0.3007 0.5391 1 0.047962 0.48787 0.15481 -1.2364e-17 NaN 0.81728
{'fl_cov_n_ss' } 0.29345 0.067217 2.9005 1.1768 -1.236e-17 0.13364 1.0754e-30 0 0.0077776
{'fl_cor_n_ss' } 0.038901 0.091423 0.047962 1 -1.2589e-17 0.21488 7.4411e-16 NaN 0.17554
{'fl_cov_y_head_inc' } 1.7747 0.59824 24.615 -1.236e-17 0.81911 0.021751 8.1847e-31 0 0.025219
{'fl_cor_y_head_inc' } 0.28199 0.9753 0.48787 -1.2589e-17 1 0.04192 6.788e-16 NaN 0.68223
{'fl_cov_y_spouse' } 3.1074 0.081697 4.9476 0.13364 0.021751 0.32867 7.0393e-32 0 0.0090401
{'fl_cor_y_spouse' } 0.77947 0.21026 0.15481 0.21488 0.04192 1 9.2163e-17 NaN 0.38607
{'fl_cov_yshr_wage' } 3.7471e-30 2.4421e-31 -9.1828e-31 1.0754e-30 8.1847e-31 7.0393e-32 1.7749e-30 0 7.8265e-32
{'fl_cor_yshr_wage' } 4.0447e-16 2.7046e-16 -1.2364e-17 7.4411e-16 6.788e-16 9.2163e-17 1 NaN 1.4383e-15
{'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'} 0.16611 0.021334 1.8609 0.0077776 0.025219 0.0090401 7.8265e-32 0 0.0016682
{'fl_cor_yshr_nttxss'} 0.58487 0.77071 0.81728 0.17554 0.68223 0.38607 1.4383e-15 NaN 1
{'fracByP0_01' } 0.010925 6.6761e-05 0.0030452 0.21046 0.00015228 0 1 NaN 0.00039718
{'fracByP10' } 0.010925 0.050401 0.44014 0.21046 0.019229 0 1 NaN 0.12794
{'fracByP25' } 0.148 0.072459 0.71161 0.21046 0.096342 0 1 NaN 0.16743
{'fracByP50' } 0.28531 0.21889 0.94673 0.53024 0.29663 0 1 NaN 0.39835
{'fracByP75' } 0.60536 0.47077 1.0363 0.77109 0.59361 0.13003 1 NaN 0.67808
{'fracByP90' } 0.758 0.70215 1.0323 0.92834 0.84502 0.34306 1 NaN 0.86631
{'fracByP99_99' } 0.99975 0.99993 1 1 1 0.99814 1 NaN 0.9999
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' } 55.659 1.287 -12.919 1.7239 1.8545 0.45057 0.85024 0 0.1929
{'unweighted_sum' } 11476 2.6894e+05 -1.1138e+05 21 13268 1069.5 49867 0 15532
{'sd' } 23.095 1.0938 20.385 0.90777 2.0429 1.1205 0.089265 0 0.037379
{'coefofvar' } 0.41494 0.84994 -1.5779 0.52659 1.1016 2.4867 0.10499 NaN 0.19377
{'gini' } 0.22938 0.40011 -0.80515 0.23461 0.47957 0.83345 0.056739 NaN 0.106
{'min' } 1 0.055882 -235.34 1 0.059541 0 0.010906 0 0.048895
{'max' } 151 32.48 14.759 6 23.47 20.112 1 0 0.25475
{'pYis0' } 0 0 0 0 0 0.52499 0 1 0
{'pYls0' } 0 0 0.74277 0 0 0 0 0 0
{'pYgr0' } 1 1 0.25723 1 1 0.47501 1 0 1
{'pYisMINY' } 0.0037896 2.9499e-05 3.9537e-07 0.48835 9.9096e-05 0.52499 0 1 9.4933e-05
{'pYisMAXY' } 4.9199e-06 2.3292e-08 0 0.0036816 2.0186e-06 4.8438e-06 0.0046977 1 2.3292e-08
{'p0_01' } 1 0.05663 -137.64 1 0.059554 0 0.30028 0 0.048902
{'p10' } 28 0.31379 -41.113 1 0.39098 0 0.74373 0 0.14359
{'p25' } 41 0.59299 -18.867 1 0.6458 0 0.80515 0 0.17802
{'p50' } 55 1.065 -7.2226 2 1.1351 0 0.85253 0 0.1999
{'p75' } 70 1.6559 0.35778 2 2.1525 0.48062 0.91133 0 0.22128
{'p90' } 85 2.4892 6.453 3 4.19 1.7443 0.9613 0 0.23309
{'p99_99' } 146 15.179 14.69 6 22.847 16.777 1 0 0.25279
{'fl_cov_ap_ss' } 533.38 21.832 417.21 2.9474 37.948 5.9801 -1.3386 0 0.76653
{'fl_cor_ap_ss' } 1 0.86423 0.88619 0.14059 0.80428 0.2311 -0.6493 NaN 0.88794
{'fl_cov_c_ss' } 21.832 1.1965 14.391 0.23796 2.0766 0.27801 -0.041425 0 0.028255
{'fl_cor_c_ss' } 0.86423 1 0.64539 0.23965 0.92925 0.22684 -0.42426 NaN 0.69107
{'fl_cov_v_ss' } 417.21 14.391 415.54 3.8082 23.854 4.7175 -1.1118 0 0.72181
{'fl_cor_v_ss' } 0.88619 0.64539 1 0.2058 0.5728 0.20654 -0.61101 NaN 0.94731
{'fl_cov_n_ss' } 2.9474 0.23796 3.8082 0.82404 0.062177 0.2771 -0.0063156 0 0.0084863
{'fl_cor_n_ss' } 0.14059 0.23965 0.2058 1 0.033527 0.27244 -0.07794 NaN 0.2501
{'fl_cov_y_head_inc' } 37.948 2.0766 23.854 0.062177 4.1736 0.1726 -0.054208 0 0.047728
{'fl_cor_y_head_inc' } 0.80428 0.92925 0.5728 0.033527 1 0.075404 -0.29725 NaN 0.62501
{'fl_cov_y_spouse' } 5.9801 0.27801 4.7175 0.2771 0.1726 1.2554 0.014235 0 0.014539
{'fl_cor_y_spouse' } 0.2311 0.22684 0.20654 0.27244 0.075404 1 0.14232 NaN 0.34714
{'fl_cov_yshr_wage' } -1.3386 -0.041425 -1.1118 -0.0063156 -0.054208 0.014235 0.0079682 0 -0.0014239
{'fl_cor_yshr_wage' } -0.6493 -0.42426 -0.61101 -0.07794 -0.29725 0.14232 1 NaN -0.42677
{'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'} 0.76653 0.028255 0.72181 0.0084863 0.047728 0.014539 -0.0014239 0 0.0013972
{'fl_cor_yshr_nttxss'} 0.88794 0.69107 0.94731 0.2501 0.62501 0.34714 -0.42677 NaN 1
{'fracByP0_01' } 6.8085e-05 5.4514e-06 0.0013821 0.28329 4.1425e-06 0 3.1706e-05 NaN 3.1647e-05
{'fracByP10' } 0.031672 0.019903 0.46352 0.28329 0.013283 0 0.078871 NaN 0.059908
{'fracByP25' } 0.1219 0.075667 0.79865 0.28329 0.054393 0 0.22272 NaN 0.18228
{'fracByP50' } 0.34388 0.22765 1.0532 0.72028 0.1806 0 0.46052 NaN 0.42439
{'fracByP75' } 0.62522 0.48161 1.1105 0.72028 0.41873 0.15283 0.71979 NaN 0.6993
{'fracByP90' } 0.8294 0.71297 1.0711 0.85389 0.65167 0.3418 0.88407 NaN 0.87556
{'fracByP99_99' } 0.9998 0.99881 1 1 0.99935 0.99834 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' } 1 0.33746 -3.2579 1.4797 0.23579 0.09988 0.16674 0.82789 -0.70921
{'unweighted_sum' } 1 2.8049e+05 789.51 21 483.8 33.1 1927.1 2135.7 -643.33
{'sd' } 1.088e-14 0.23923 1.2254 0.50567 0.022052 0.2444 0.22826 0.22943 0.24964
{'coefofvar' } 1.088e-14 0.70891 -0.37615 0.34173 0.093527 2.4469 1.3689 0.27713 -0.35199
{'gini' } 0 0.29996 -0.20031 0.12034 0.044484 0.78724 0.72834 0.07891 -0.18116
{'min' } 1 0.19737 -11.197 1 0.22 0 0 0.027298 -0.89715
{'max' } 1 141.61 0.99282 6 5.666 3.0753 0.92039 1 0.21502
{'pYis0' } 0 0 0 0 0 0.52499 0.52499 0 0
{'pYls0' } 0 0 0.99204 0 0 0 0 0 0.99419
{'pYgr0' } 1 1 0.007965 1 1 0.47501 0.47501 1 0.0058068
{'pYisMINY' } 1 0.34474 1.4552e-10 0.5232 0.48869 0.52499 0.52499 0 0.34474
{'pYisMAXY' } 1 0 0 4.2206e-08 0 1.0335e-08 5.0487e-09 0.45892 0
{'p0_01' } 1 0.19737 -7.038 1 0.22 0 0 0.083353 -0.89715
{'p10' } 1 0.19737 -4.0665 1 0.22 0 0 0.31238 -0.89715
{'p25' } 1 0.19737 -4.0665 1 0.22 0 0 0.67484 -0.89715
{'p50' } 1 0.23607 -3.7707 1 0.2202 0 0 0.98376 -0.87526
{'p75' } 1 0.36676 -2.6758 2 0.266 0.10166 0.31605 1 -0.55153
{'p90' } 1 0.59408 -1.2803 2 0.26717 0.48427 0.68128 1 -0.14859
{'p99_99' } 1 2.9028 0.51281 4 0.31843 2.9082 0.9162 1 0.14051
{'fl_cov_ap_ss' } 1.1838e-28 4.4139e-31 3.5754e-30 4.121e-29 2.8489e-30 -3.2619e-31 -6.2277e-32 -3.036e-30 -3.8383e-30
{'fl_cor_ap_ss' } 1 1.6958e-16 2.6816e-16 7.4904e-15 1.1874e-14 -1.2267e-16 -2.5076e-17 -1.2162e-15 -1.4131e-15
{'fl_cov_c_ss' } 4.4139e-31 0.057229 0.23842 0.059118 0.0016668 0.050594 0.040102 -0.041567 0.045721
{'fl_cor_c_ss' } 1.6958e-16 1 0.81327 0.48871 0.31595 0.86534 0.73439 -0.75734 0.76558
{'fl_cov_v_ss' } 3.5754e-30 0.23842 1.5017 0.20689 0.012148 0.17973 0.18489 -0.19392 0.21331
{'fl_cor_v_ss' } 2.6816e-16 0.81327 1 0.33387 0.44951 0.60012 0.66096 -0.68973 0.69726
{'fl_cov_n_ss' } 4.121e-29 0.059118 0.20689 0.2557 0.0018516 0.052581 0.087766 -0.089099 0.096069
{'fl_cor_n_ss' } 7.4904e-15 0.48871 0.33387 1 0.16604 0.42546 0.76038 -0.768 0.76104
{'fl_cov_y_head_inc' } 2.8489e-30 0.0016668 0.012148 0.0018516 0.0004863 0.00064389 0.00067273 -0.00074396 0.00089733
{'fl_cor_y_head_inc' } 1.1874e-14 0.31595 0.44951 0.16604 1 0.11947 0.13365 -0.14704 0.163
{'fl_cov_y_spouse' } -3.2619e-31 0.050594 0.17973 0.052581 0.00064389 0.059731 0.043238 -0.043211 0.047619
{'fl_cor_y_spouse' } -1.2267e-16 0.86534 0.60012 0.42546 0.11947 1 0.77505 -0.77064 0.78049
{'fl_cov_yshr_wage' } -6.2277e-32 0.040102 0.18489 0.087766 0.00067273 0.043238 0.052103 -0.052281 0.056879
{'fl_cor_yshr_wage' } -2.5076e-17 0.73439 0.66096 0.76038 0.13365 0.77505 1 -0.9983 0.99818
{'fl_cov_yshr_SS' } -3.036e-30 -0.041567 -0.19392 -0.089099 -0.00074396 -0.043211 -0.052281 0.052638 -0.057257
{'fl_cor_yshr_SS' } -1.2162e-15 -0.75734 -0.68973 -0.768 -0.14704 -0.77064 -0.9983 1 -0.9997
{'fl_cov_yshr_nttxss'} -3.8383e-30 0.045721 0.21331 0.096069 0.00089733 0.047619 0.056879 -0.057257 0.06232
{'fl_cor_yshr_nttxss'} -1.4131e-15 0.76558 0.69726 0.76104 0.163 0.78049 0.99818 -0.9997 1
{'fracByP0_01' } 1 0.20164 0.00049502 0.35357 0.45597 0 0 1.0781e-05 0.4361
{'fracByP10' } 1 0.20164 0.5347 0.35357 0.45597 0 0 0.038483 0.4361
{'fracByP25' } 1 0.20164 0.5347 0.35357 0.45597 0 0 0.15422 0.4361
{'fracByP50' } 1 0.31034 0.64676 0.35357 0.46775 0 0 0.39753 0.63032
{'fracByP75' } 1 0.52813 0.89014 0.99419 0.87014 0.19248 0.37852 1 0.8875
{'fracByP90' } 1 0.73972 0.97784 0.99419 0.88578 0.62777 0.58969 1 0.98741
{'fracByP99_99' } 1 0.9992 1 0.99999 0.99992 0.9996 0.99995 1 1