Risky + Safe Asset Dyna Prog Concurrent Solution (Vectorized)

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Contents

function result_map = ff_akz_vf_vec(varargin)

FF_AKZ_VF_VEC solve infinite horizon exo shock + endo asset problem

This program solves the infinite horizon dynamic savings and risky capital asset problem with some ar1 shock. This is the vectorized version of ff_akz_vf. See that file for more descriptions.

@param param_map container parameter container

@param support_map container support container

@param armt_map container container with states, choices and shocks grids that are inputs for grid based solution algorithm

@param func_map container container with function handles for consumption cash-on-hand etc.

@return result_map container contains policy function matrix, value function matrix, iteration results, and policy function, value function and iteration results tables.

keys included in result_map:

@example

it_param_set = 2;
[param_map, support_map] = ffs_akz_set_default_param(it_param_set);
% Simulation Accuracy
param_map('it_w_n') = 750;
param_map('it_ak_n') = param_map('it_w_n');
param_map('it_z_n') = 11;
% Display Parameters
support_map('bl_display') = false;
support_map('bl_display_final') = false;
support_map('bl_time') = true;
support_map('bl_profile') = false;
% Call Program with external parameters that override defaults
ff_akz_vf_vec(param_map, support_map);

@include

@seealso

Default

it_param_set = 4;
[param_map, support_map] = ffs_akz_set_default_param(it_param_set);

% Note: param_map and support_map can be adjusted here or outside to override defaults
% param_map('it_w_n') = 50;
% param_map('it_z_n') = 15;

% get armt and func map
[armt_map, func_map] = ffs_akz_get_funcgrid(param_map, support_map); % 1 for override
default_params = {param_map support_map armt_map func_map};

Parse Parameters 1

% if varargin only has param_map and support_map,
params_len = length(varargin);
[default_params{1:params_len}] = varargin{:};
param_map = [param_map; default_params{1}];
support_map = [support_map; default_params{2}];
if params_len >= 1 && params_len <= 2
    % If override param_map, re-generate armt and func if they are not
    % provided
    [armt_map, func_map] = ffs_akz_get_funcgrid(param_map, support_map);
else
    % Override all
    armt_map = [armt_map; default_params{3}];
    func_map = [func_map; default_params{4}];
end

% append function name
st_func_name = 'ff_akz_vf_vec';
support_map('st_profile_name_main') = [st_func_name support_map('st_profile_name_main')];
support_map('st_mat_name_main') = [st_func_name support_map('st_mat_name_main')];
support_map('st_img_name_main') = [st_func_name support_map('st_img_name_main')];

Parse Parameters 2

% armt_map
params_group = values(armt_map, {'mt_z_trans', 'ar_z'});
[ mt_z_trans, ar_z] = params_group{:};
params_group = values(armt_map, {'ar_a_meshk', 'ar_k_mesha', 'mt_coh_wkb', 'it_ameshk_n'});
[ar_a_meshk, ar_k_mesha, mt_coh_wkb, it_ameshk_n] = params_group{:};
% func_map
params_group = values(func_map, {'f_util_log', 'f_util_crra', 'f_cons', 'f_coh'});
[f_util_log, f_util_crra, f_cons, f_coh] = params_group{:};
% param_map
params_group = values(param_map, {'it_z_n', 'fl_crra', 'fl_beta', 'fl_c_min'});
[it_z_n, fl_crra, fl_beta, fl_c_min] = params_group{:};
params_group = values(param_map, {'it_maxiter_val', 'fl_tol_val', 'fl_tol_pol', 'it_tol_pol_nochange'});
[it_maxiter_val, fl_tol_val, fl_tol_pol, it_tol_pol_nochange] = params_group{:};
% support_map
params_group = values(support_map, {'bl_profile', 'st_profile_path', ...
    'st_profile_prefix', 'st_profile_name_main', 'st_profile_suffix',...
    'bl_time', 'bl_display_defparam', 'bl_display', 'it_display_every', 'bl_post'});
[bl_profile, st_profile_path, ...
    st_profile_prefix, st_profile_name_main, st_profile_suffix, ...
    bl_time, bl_display_defparam, bl_display, it_display_every, bl_post] = params_group{:};
params_group = values(support_map, {'it_display_summmat_rowmax', 'it_display_summmat_colmax'});
[it_display_summmat_rowmax, it_display_summmat_colmax] = params_group{:};

Initialize Output Matrixes

mt_val_cur = zeros(length(ar_a_meshk),length(ar_z));
mt_val = mt_val_cur - 1;
mt_pol_a = zeros(length(ar_a_meshk),length(ar_z));
mt_pol_a_cur = mt_pol_a - 1;
mt_pol_k = zeros(length(ar_a_meshk),length(ar_z));
mt_pol_k_cur = mt_pol_k - 1;
mt_pol_idx = zeros(length(ar_a_meshk),length(ar_z));

Initialize Convergence Conditions

bl_vfi_continue = true;
it_iter = 0;
ar_val_diff_norm = zeros([it_maxiter_val, 1]);
ar_pol_diff_norm = zeros([it_maxiter_val, 1]);
mt_pol_perc_change = zeros([it_maxiter_val, it_z_n]);

Iterate Value Function

Loop solution with 4 nested loops

  1. loop 1: over exogenous states
  2. loop 2: over endogenous states
  3. loop 3: over choices
  4. loop 4: add future utility, integration--loop over future shocks
% Start Profile
if (bl_profile)
    close all;
    profile off;
    profile on;
end

% Start Timer
if (bl_time)
    tic;
end

% Value Function Iteration
while bl_vfi_continue
    it_iter = it_iter + 1;

Solve Optimization Problem Current Iteration

    % loop 1: over exogenous states
    for it_z_i = 1:length(ar_z)

        % Consumption
        mt_c = f_cons(mt_coh_wkb(:, it_z_i)', ar_a_meshk, ar_k_mesha);

        % EVAL current utility: N by N, f_util defined earlier
        if (fl_crra == 1)
            mt_utility = f_util_log(mt_c);
            fl_u_neg_c = f_util_log(fl_c_min);
        else
            mt_utility = f_util_crra(mt_c);
            fl_u_neg_c = f_util_crra(fl_c_min);
        end

        % f(z'|z)
        ar_z_trans_condi = mt_z_trans(it_z_i,:);

        % EVAL EV((A',K'),Z'|Z) = V((A',K'),Z') x p(z'|z)', (N by Z) x (Z by 1) = N by 1
        mt_evzp_condi_z = mt_val_cur * ar_z_trans_condi';

        % EVAL add on future utility, N by N + N by 1
        mt_utility = mt_utility + fl_beta*mt_evzp_condi_z;
        mt_utility(mt_c <= fl_c_min) = fl_u_neg_c;

        % Optimization: remember matlab is column major, rows must be
        % choices, columns must be states
        % <https://en.wikipedia.org/wiki/Row-_and_column-major_order COLUMN-MAJOR>
        [ar_opti_val1_z, ar_opti_idx_z] = max(mt_utility);
        mt_val(:,it_z_i) = ar_opti_val1_z;
        mt_pol_a(:,it_z_i) = ar_a_meshk(ar_opti_idx_z);
        mt_pol_k(:,it_z_i) = ar_k_mesha(ar_opti_idx_z);
        if (it_iter == (it_maxiter_val + 1))
            mt_pol_idx(:,it_z_i) = ar_opti_idx_z;
        end

    end

Check Tolerance and Continuation

    % Difference across iterations
    ar_val_diff_norm(it_iter) = norm(mt_val - mt_val_cur);
    ar_pol_diff_norm(it_iter) = norm(mt_pol_a - mt_pol_a_cur) + norm(mt_pol_k - mt_pol_k_cur);
    ar_pol_a_perc_change = sum((mt_pol_a ~= mt_pol_a_cur))/(it_ameshk_n);
    ar_pol_k_perc_change = sum((mt_pol_k ~= mt_pol_k_cur))/(it_ameshk_n);
    mt_pol_perc_change(it_iter, :) = mean([ar_pol_a_perc_change;ar_pol_k_perc_change]);

    % Update
    mt_val_cur = mt_val;
    mt_pol_a_cur = mt_pol_a;
    mt_pol_k_cur = mt_pol_k;

    % Print Iteration Results
    if (bl_display && (rem(it_iter, it_display_every)==0))
        fprintf('VAL it_iter:%d, fl_diff:%d, fl_diff_pol:%d\n', ...
            it_iter, ar_val_diff_norm(it_iter), ar_pol_diff_norm(it_iter));
        tb_valpol_iter = array2table([mean(mt_val_cur,1);...
                                      mean(mt_pol_a_cur,1); ...
                                      mean(mt_pol_k_cur,1); ...
                                      mt_val_cur(it_ameshk_n,:); ...
                                      mt_pol_a_cur(it_ameshk_n,:); ...
                                      mt_pol_k_cur(it_ameshk_n,:)]);
        tb_valpol_iter.Properties.VariableNames = strcat('z', string((1:size(mt_val_cur,2))));
        tb_valpol_iter.Properties.RowNames = {'mval', 'map', 'mak', 'Hval', 'Hap', 'Hak'};
        disp('mval = mean(mt_val_cur,1), average value over a')
        disp('map  = mean(mt_pol_a_cur,1), average choice over a')
        disp('mkp  = mean(mt_pol_k_cur,1), average choice over k')
        disp('Hval = mt_val_cur(it_ameshk_n,:), highest a state val')
        disp('Hap = mt_pol_a_cur(it_ameshk_n,:), highest a state choice')
        disp('mak = mt_pol_k_cur(it_ameshk_n,:), highest k state choice')
        disp(tb_valpol_iter);
    end

    % Continuation Conditions:
    % 1. if value function convergence criteria reached
    % 2. if policy function variation over iterations is less than
    % threshold
    if (it_iter == (it_maxiter_val + 1))
        bl_vfi_continue = false;
    elseif ((it_iter == it_maxiter_val) || ...
            (ar_val_diff_norm(it_iter) < fl_tol_val) || ...
            (sum(ar_pol_diff_norm(max(1, it_iter-it_tol_pol_nochange):it_iter)) < fl_tol_pol))
        % Fix to max, run again to save results if needed
        it_iter_last = it_iter;
        it_iter = it_maxiter_val;
    end
end

% End Timer
if (bl_time)
    toc;
end

% End Profile
if (bl_profile)
    profile off
    profile viewer
    st_file_name = [st_profile_prefix st_profile_name_main st_profile_suffix];
    profsave(profile('info'), strcat(st_profile_path, st_file_name));
end

Process Optimal Choices

result_map = containers.Map('KeyType','char', 'ValueType','any');
result_map('mt_val') = mt_val;

mt_coh = f_coh(ar_z, ar_a_meshk, ar_k_mesha);
result_map('cl_mt_coh') = {mt_coh, zeros(1)};
result_map('cl_mt_pol_a') = {mt_pol_a, zeros(1)};
result_map('cl_mt_pol_k') = {mt_pol_k, zeros(1)};
result_map('cl_mt_pol_c') = {f_cons(mt_coh, mt_pol_a, mt_pol_k), zeros(1)};
result_map('ar_st_pol_names') = ["cl_mt_coh", "cl_mt_pol_a", "cl_mt_pol_k", "cl_mt_pol_c"];

if (bl_post)
    bl_input_override = true;
    result_map('ar_val_diff_norm') = ar_val_diff_norm(1:it_iter_last);
    result_map('ar_pol_diff_norm') = ar_pol_diff_norm(1:it_iter_last);
    result_map('mt_pol_perc_change') = mt_pol_perc_change(1:it_iter_last, :);
    result_map = ff_akz_vf_post(param_map, support_map, armt_map, func_map, result_map, bl_input_override);
end
valgap = norm(mt_val - mt_val_cur): value function difference across iterations
polgap = norm(mt_pol_a - mt_pol_a_cur): policy function difference across iterations
z1 = z1 perc change: (sum((mt_pol_a ~= mt_pol_a_cur))+sum((mt_pol_k ~= mt_pol_k_cur)))/(2*it_ameshk_n):percentage of state space points conditional on shock where the policy function is changing across iterations
                valgap     polgap        z1            z2            z3            z4            z5            z6            z7            z8            z9           z10           z11           z12           z13           z14           z15    
                _______    ______    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________

    iter=1       227.04    276.59             1             1             1             1             1             1             1             1             1             1             1             1             1             1             1
    iter=2       179.64    2790.4       0.99137       0.99137       0.98549       0.98549       0.97804       0.97804       0.96902       0.95804       0.94588       0.92039       0.88745       0.84824       0.80157          0.72       0.63529
    iter=3       151.16    920.98       0.65176       0.65098       0.52314       0.52275       0.61882       0.62196       0.71686       0.62275       0.89216       0.51608       0.69725       0.54235       0.63294        0.5949       0.62627
    iter=4        130.1    448.85       0.57725       0.57922       0.49608       0.49608       0.55608       0.57137        0.6251       0.52157       0.78431       0.48863       0.63765       0.50039       0.59569       0.50784       0.51647
    iter=5        113.5    266.36       0.53608       0.53569        0.4749       0.47529       0.55882       0.59333       0.58627       0.49137       0.71569       0.47176       0.56196       0.48588       0.51529       0.47686       0.48863
    iter=6       99.938     188.1       0.46471       0.46471       0.42588       0.42549       0.46627           0.5       0.54431       0.44627       0.73922       0.43647       0.54745       0.46471       0.47412       0.44902       0.45412
    iter=7       88.609    140.12       0.37294       0.37569       0.35176       0.35412       0.39608       0.43098       0.46471       0.37333       0.62392       0.37647       0.50431       0.40941       0.41451       0.40314       0.40824
    iter=8           79    120.94       0.27137       0.27412       0.26275        0.2651       0.28627       0.33098       0.32745       0.28588       0.73373       0.29059       0.42902       0.34549       0.33255        0.3298       0.33569
    iter=9       70.745    98.728        0.2051       0.20667       0.20078        0.2051       0.22235       0.26471          0.26       0.21529       0.72157       0.21961       0.36275        0.3102       0.25176       0.25294       0.27059
    iter=10      63.581    88.163       0.16118       0.16431       0.15412       0.15686        0.1698       0.21098       0.20275       0.17725       0.69804       0.17804       0.27686       0.32588       0.20471       0.21725       0.21922
    iter=11      57.334    71.859       0.13059       0.12863       0.12431       0.12431       0.13255       0.16235       0.15529       0.13137       0.61412       0.14353       0.25412       0.26549       0.16431       0.16392       0.17216
    iter=12      51.832    69.137      0.098431       0.10039      0.096863      0.096078       0.10902       0.12314       0.13569       0.12431       0.57569       0.11725       0.20902       0.21451       0.13451       0.14941       0.15333
    iter=13       46.97    54.289      0.086275      0.086275      0.083529      0.086275      0.093725       0.12431       0.11059      0.092157       0.43373      0.094902       0.16745       0.18824       0.11882       0.10941       0.12196
    iter=14      42.649     50.95      0.074118      0.074902      0.071765      0.072941      0.080784       0.13922      0.087059       0.07451       0.42902      0.082353       0.12784       0.11647      0.097255      0.099216       0.10039
    iter=15      38.799    44.356      0.056471      0.055686       0.05451      0.055294      0.064314       0.20196      0.073725      0.071373       0.29569      0.073725       0.15098      0.083137      0.072549      0.090588      0.094118
    iter=16      35.368    47.104      0.047451      0.049412      0.045882      0.047843      0.051765       0.23922      0.067451      0.065882       0.32314      0.060784       0.15451      0.094902      0.069804      0.072549      0.086275
    iter=17      32.283     40.36      0.042353      0.043529      0.043137      0.042353      0.047059       0.25137      0.058039      0.052941       0.22431      0.049804       0.12667      0.088627      0.060784      0.061176      0.061569
    iter=18      29.497    32.552      0.040784      0.040392      0.035686      0.041176      0.041569       0.13647       0.04902      0.042353       0.19529      0.042745        0.1302      0.088235      0.058039      0.051765      0.053333
    iter=19      26.977    34.912      0.034118      0.033725      0.038431      0.035686      0.039216       0.11608      0.041961      0.035686       0.21686      0.039608       0.11961      0.057647      0.056471      0.045098       0.04902
    iter=20      24.704    35.339      0.026275      0.031373      0.027451      0.030588       0.03098       0.19216      0.033333      0.027843       0.21529      0.034902      0.074902      0.040392          0.04      0.045098      0.063529
    iter=21      22.656    25.724      0.026275      0.024706      0.024706      0.024706      0.023529        0.1102      0.026275      0.027059       0.12745      0.034902      0.049804       0.04902      0.032157      0.043529      0.081961
    iter=22      20.807    24.188      0.019216      0.018431      0.020392      0.016863      0.021176       0.06902      0.025098      0.023922        0.1098      0.028627      0.083922      0.031765      0.027059      0.038431          0.08
    iter=23       19.13    28.633      0.018824      0.017647      0.016863      0.019608      0.018824       0.10941      0.021569      0.021176       0.15098      0.021569      0.089804      0.038824      0.025098       0.02902      0.073333
    iter=24      17.602    21.949      0.013725      0.016863      0.014902      0.014118      0.016863      0.087843      0.021961      0.018824      0.092549          0.02      0.087451       0.03451      0.021176      0.021961      0.065098
    iter=25      16.207    24.666      0.014902      0.013333      0.013725      0.014118      0.013725       0.10863       0.01451      0.017255       0.11686      0.019216      0.043529      0.031373      0.022745      0.021569      0.043137
    iter=26      14.932    25.232      0.011373      0.010588      0.012941      0.012549      0.016471      0.070588      0.016863      0.016078       0.12353      0.012941      0.036078      0.039216      0.016863      0.018431      0.061961
    iter=27      13.764    21.592       0.01098      0.013333     0.0090196      0.011373      0.012157      0.089412      0.015294      0.014902      0.055686      0.012549          0.04      0.019216      0.016863      0.015294      0.061961
    iter=28      12.694    21.639     0.0090196      0.010588      0.010196      0.010588      0.012941      0.087451      0.012941       0.01451      0.089412      0.011765      0.041176      0.014118      0.015686       0.01451      0.038039
    iter=29      11.714    23.752     0.0086275     0.0082353     0.0082353     0.0070588     0.0098039      0.072157      0.012941      0.011765       0.10549      0.012549      0.033333       0.01451      0.016078      0.011765      0.062745
    iter=30      10.819    19.707     0.0070588     0.0062745     0.0078431      0.007451     0.0070588      0.072941      0.010588      0.012549      0.013333     0.0098039      0.014118      0.011373       0.01451       0.01098      0.038431
    iter=31      10.001    20.629     0.0078431      0.005098     0.0047059     0.0082353     0.0058824      0.065098     0.0078431     0.0094118      0.081569     0.0082353      0.011765      0.011373       0.01098      0.012549      0.037255
    iter=32      9.2538    18.997     0.0039216     0.0058824     0.0058824     0.0035294      0.010196      0.027451      0.010588     0.0082353      0.070196     0.0094118     0.0094118      0.021569      0.013333      0.010196      0.037647
    iter=33      8.5706    18.069     0.0043137     0.0047059     0.0023529     0.0054902     0.0043137      0.044314     0.0062745     0.0054902      0.033725     0.0078431      0.010196     0.0070588      0.011765     0.0090196      0.061569
    iter=34      7.9453    10.089     0.0031373     0.0047059      0.007451     0.0062745     0.0035294     0.0070588     0.0062745     0.0047059      0.019608     0.0035294     0.0086275     0.0066667      0.010196     0.0098039     0.0094118
    iter=35      7.3729     16.84     0.0027451     0.0031373     0.0023529     0.0027451     0.0058824      0.032157     0.0070588     0.0054902       0.05451     0.0066667     0.0062745      0.007451     0.0070588     0.0090196      0.037647
    iter=36      6.8481    13.579     0.0039216     0.0027451     0.0019608     0.0015686     0.0043137      0.027451     0.0043137     0.0039216     0.0031373      0.005098     0.0094118     0.0039216     0.0090196      0.005098      0.034902
    iter=37      6.3662    14.429     0.0015686     0.0027451     0.0035294     0.0039216     0.0019608      0.020392     0.0062745     0.0023529      0.039216     0.0031373     0.0043137      0.020392     0.0047059      0.007451      0.034118
    iter=38       5.923    4.8384     0.0023529     0.0015686             0     0.0019608     0.0019608     0.0031373     0.0031373     0.0035294     0.0023529     0.0035294     0.0043137     0.0023529     0.0054902     0.0043137     0.0035294
    iter=39       5.515    13.871    0.00078431    0.00078431     0.0031373    0.00039216     0.0035294     0.0031373     0.0023529     0.0019608     0.0027451     0.0019608     0.0047059     0.0039216     0.0070588     0.0043137      0.036471
    iter=40      5.1387    4.6995     0.0015686     0.0011765     0.0023529     0.0019608     0.0031373     0.0015686     0.0011765     0.0019608    0.00039216     0.0031373     0.0027451     0.0039216     0.0027451      0.005098     0.0043137
    iter=41      4.7913    14.522    0.00078431     0.0023529     0.0019608     0.0023529     0.0019608     0.0031373     0.0015686    0.00078431          0.04     0.0031373     0.0031373     0.0015686     0.0035294     0.0039216      0.035294
    iter=42      4.4701    11.807     0.0023529     0.0011765    0.00078431    0.00078431    0.00078431     0.0011765     0.0031373     0.0023529      0.026667     0.0015686     0.0011765     0.0011765     0.0023529     0.0027451     0.0047059
    iter=43      4.1728    5.4465    0.00039216    0.00039216    0.00078431     0.0011765     0.0011765     0.0023529    0.00078431     0.0015686     0.0023529    0.00078431     0.0031373     0.0043137     0.0035294     0.0043137     0.0054902
    iter=44      3.8974    12.575    0.00039216    0.00078431     0.0011765     0.0015686    0.00078431    0.00078431     0.0015686    0.00039216     0.0019608     0.0019608     0.0011765     0.0031373     0.0015686     0.0023529      0.029804
    iter=45      3.6419    13.302             0             0    0.00078431    0.00039216    0.00039216             0    0.00039216     0.0015686    0.00039216     0.0011765    0.00039216    0.00078431    0.00078431     0.0031373      0.033333
    iter=46      3.4048    2.4995             0     0.0011765             0     0.0011765             0     0.0023529    0.00039216             0     0.0027451    0.00039216    0.00078431     0.0015686     0.0015686     0.0015686     0.0011765
    iter=47      3.1844    3.2577    0.00039216    0.00039216             0             0    0.00078431     0.0019608     0.0011765    0.00039216             0    0.00039216     0.0015686    0.00078431     0.0011765     0.0019608     0.0039216
    iter=48      2.9795    2.7878     0.0011765    0.00039216             0    0.00039216    0.00078431    0.00078431     0.0011765             0    0.00039216     0.0011765    0.00039216    0.00039216    0.00039216     0.0015686     0.0011765
    iter=49      2.7887    2.2817    0.00039216             0    0.00039216    0.00078431     0.0015686    0.00039216     0.0019608     0.0011765             0    0.00078431     0.0011765    0.00078431     0.0019608     0.0011765     0.0019608
    iter=50       2.611    14.289             0    0.00078431    0.00039216    0.00039216    0.00039216             0    0.00039216    0.00078431      0.038431    0.00078431    0.00039216     0.0011765    0.00078431    0.00078431    0.00078431
    iter=51      2.4454    3.7202    0.00039216             0             0             0    0.00078431    0.00039216    0.00039216    0.00039216    0.00039216    0.00039216    0.00039216             0     0.0015686     0.0011765     0.0019608
    iter=52       2.291    3.3021             0             0    0.00039216    0.00039216    0.00078431     0.0011765             0    0.00078431    0.00039216             0             0    0.00078431             0     0.0019608     0.0011765
    iter=53      2.1469    4.5043    0.00039216             0    0.00039216    0.00039216             0    0.00078431             0             0     0.0019608     0.0015686    0.00078431    0.00039216     0.0011765    0.00039216             0
    iter=54      2.0123    2.2817             0             0             0    0.00078431    0.00039216             0             0             0             0    0.00039216    0.00078431     0.0011765    0.00078431    0.00078431     0.0019608
    iter=55      1.8866    13.458             0    0.00039216    0.00078431             0     0.0011765             0    0.00039216    0.00039216             0    0.00039216    0.00078431             0             0    0.00078431      0.034118
    iter=56      1.7691    18.926    0.00039216             0             0             0             0             0             0             0    0.00078431    0.00078431    0.00039216             0             0    0.00078431      0.067451
    iter=57      1.6593    1.0204             0    0.00039216             0             0             0    0.00039216             0             0    0.00039216             0             0    0.00039216             0             0             0
    iter=58      1.5565    1.0204    0.00039216             0             0    0.00039216             0             0             0             0             0             0             0    0.00078431             0             0             0
    iter=59      1.4603    1.4431             0             0             0             0             0    0.00039216    0.00039216             0    0.00078431             0             0    0.00039216    0.00039216             0             0
    iter=60      1.3703    1.7674    0.00039216    0.00039216             0             0             0    0.00078431             0             0             0             0     0.0011765             0             0             0             0
    iter=61      1.2861    1.4431             0             0             0             0             0    0.00039216    0.00039216             0             0    0.00039216    0.00078431             0             0             0             0
    iter=62      1.2071    1.4431             0             0    0.00039216             0             0             0             0             0             0             0             0             0             0    0.00078431             0
    iter=63      1.1332    1.0204             0             0             0             0             0    0.00039216             0             0             0             0             0             0             0             0             0
    iter=64      1.0639    1.0204    0.00039216             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=65     0.99889    1.0204             0             0             0             0             0             0             0             0             0    0.00039216    0.00039216             0             0             0             0
    iter=66     0.93798    1.0204             0             0             0    0.00039216             0             0             0             0             0    0.00039216             0             0             0    0.00039216             0
    iter=67     0.88086    1.0204             0             0             0             0             0             0             0             0             0             0             0             0             0    0.00039216    0.00039216
    iter=68     0.82728    1.0204             0             0             0             0             0             0             0             0             0             0             0    0.00039216             0             0    0.00039216
    iter=69     0.77702    1.0204    0.00039216             0             0             0             0    0.00039216             0             0             0             0             0             0             0             0             0
    iter=70     0.72986    1.0204             0             0             0             0             0             0             0             0             0             0             0             0             0    0.00039216    0.00039216
    iter=71      0.6856         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=72     0.64407         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=73     0.60508         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=74     0.56848    1.0204             0             0             0             0             0             0             0             0             0    0.00039216             0             0             0             0             0
    iter=75     0.53411         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=76     0.50184         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=77     0.47154         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=78     0.44308         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=79     0.41636         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=80     0.39125         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=81     0.36767         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=82     0.34552         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=83     0.32471         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=84     0.30516         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=85     0.28679         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=86     0.26953         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=87     0.25331         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=88     0.23808         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=89     0.22376         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=90      0.2103         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=91     0.19766         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=92     0.18578         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=93     0.17461         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=94     0.16412         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=95     0.15426         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=96     0.14499         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=97     0.13628         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=98     0.12809         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=99      0.1204         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=100    0.11317         0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0

tb_val: V(a,z) value at each state space point
                                   z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                                   __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0,b=0                    -16.679       -16.679       -16.679      -16.679      -16.679       -16.679       -16.679       -16.679       -16.679       -16.679       -16.679       -16.679 
    coh2:k=1.02041,b=0               1.6951        1.9479        2.2271       2.5214       2.8265        3.1427        4.6343        5.0876        5.5573        6.0229        6.4636        6.8568 
    coh3:k=0,b=1.02041               2.2448        2.5822        2.9487       3.3322       3.7278        4.1353        6.0791        6.7832        7.4306        8.0338        8.5908        9.0897 
    coh4:k=2.04082,b=0               2.9914        3.2625        3.5574       3.8626       4.1718        4.4834        5.9294        6.3827        6.8524        7.3179        7.7586        8.1519 
    coh5:k=1.02041,b=1.02041         3.5061        3.8576        4.2358       4.6264       5.0226        5.4221        7.0898        7.5454        8.0444        8.6067        9.1318        9.6083 
    coh6:k=0,b=2.04082               3.4934        3.8679        4.2667       4.6754       5.0871        5.4996        7.1962        7.7648        8.3175        8.8438        9.3405        9.8339 
    coh7:k=3.06122,b=0               4.2237        4.4947        4.7897       5.0949       5.4041        5.7157        7.0339        7.4054        7.7937        8.1869         8.569         8.919 
    coh8:k=2.04082,b=1.02041         4.3374        4.6305        4.9498       5.3357       5.7345        6.1368        7.7599        8.1816        8.6138         9.051        9.5545        10.014 
    coh9:k=1.02041,b=2.04082          4.334        4.6334        4.9765       5.3827       5.7967        6.2118         7.864        8.2883        8.7762         9.281        9.7589        10.197 
    coh10:k=0,b=3.06122              4.3183         4.623        4.9609       5.3839       5.8119        6.2385        7.9162        8.3803        8.8955        9.3883         9.856        10.354 
    coh11:k=4.08163,b=0              4.9498        5.1987        5.4824       5.7892       6.1044        6.4219        7.7053        8.0447        8.3966        8.7558        9.1106        9.4413 
    coh12:k=3.06122,b=1.02041        5.0609        5.3315        5.6389       5.9718       6.3154        6.6635         8.246        8.6521        9.0659        9.4844        9.9108        10.356 
    coh13:k=2.04082,b=2.04082        5.0576        5.3343        5.6481       5.9875       6.3377        6.7307         8.348        8.7568         9.172        9.6484        10.111        10.536 
    coh14:k=1.02041,b=3.06122        5.0423        5.3242        5.6432       5.9879       6.3465        6.7567        8.3992        8.8106        9.2765        9.7536        10.207        10.653 
    coh15:k=0,b=4.08163              5.0203        5.3072        5.6313        5.981       6.3412        6.7626        8.4302        8.8525         9.346        9.8176        10.266         10.75 
    coh16:k=5.10204,b=0              5.5962         5.816        6.0667       6.3398       6.6306        6.9351        8.1927        8.5182        8.8533        9.1951        9.5337        9.8508 
    coh17:k=4.08163,b=1.02041        5.7049        5.9458        6.2199       6.5185       6.8372        7.1718        8.6475        9.0427        9.4435         9.848        10.247        10.655 
    coh18:k=3.06122,b=2.04082        5.7016        5.9486        6.2289       6.5339       6.8591        7.2002        8.7473        9.1454        9.5478        9.9687        10.418        10.832 
    coh19:k=2.04082,b=3.06122        5.6866        5.9387        6.2241       6.5343       6.8646        7.2107        8.7977        9.1984        9.6082        10.072        10.512         10.92 
    coh20:k=1.02041,b=4.08163        5.6651        5.9221        6.2124       6.5275       6.8625        7.2131        8.8281        9.2315        9.6762        10.135        10.571        11.016 
    coh21:k=0,b=5.10204              5.6387        5.9008        6.1961       6.5161       6.8557        7.2107        8.8479         9.254        9.7218        10.178        10.613        11.079 
    coh22:k=6.12245,b=0              6.1694         6.367        6.5911       6.8365       7.0995        7.3793        8.5954        8.9117        9.2353        9.5644        9.8905        10.205 
    coh23:k=5.10204,b=1.02041        6.2756         6.494        6.7409       7.0114       7.3017        7.6112        8.9965        9.3819        9.7719        10.165        10.552        10.922 
    coh24:k=4.08163,b=2.04082        6.2725        6.4967        6.7498       7.0266       7.3233        7.6391        9.0943        9.4828        9.8745        10.268        10.692        11.096 
    coh25:k=3.06122,b=3.06122        6.2577         6.487        6.7451        7.027       7.3287        7.6494        9.1437        9.5348        9.9281        10.355        10.785        11.181 
    coh26:k=2.04082,b=4.08163        6.2367        6.4707        6.7336       7.0203       7.3267        7.6518        9.1737        9.5674        9.9705        10.417        10.842        11.258 
    coh27:k=1.02041,b=5.10204        6.2109        6.4499        6.7176        7.009         7.32        7.6494        9.1931        9.5896        10.015         10.46        10.882        11.321 
    coh28:k=0,b=6.12245               6.181        6.4252        6.6981       6.9944       7.3099        7.6437         9.206        9.6053        10.047        10.491        10.918        11.366 
    coh29:k=7.14286,b=0              6.6824        6.8619        7.0655        7.289       7.5286        7.7849        8.9456        9.2589        9.5824        9.9115        10.238        10.543 
    coh30:k=6.12245,b=1.02041        6.7864        6.9862        7.2122       7.4603       7.7268        8.0122        9.3111        9.6849        10.064        10.447        10.824        11.182 
    coh31:k=5.10204,b=2.04082        6.7833        6.9889        7.2209       7.4752       7.7479        8.0396        9.4061         9.784        10.165        10.548        10.942        11.337 
    coh32:k=4.08163,b=3.06122        6.7689        6.9793        7.2162       7.4756       7.7533        8.0498        9.4546        9.8352        10.218        10.613        11.033         11.42 
    coh33:k=3.06122,b=4.08163        6.7482        6.9634         7.205        7.469       7.7512        8.0521         9.484        9.8673        10.252        10.674         11.09        11.482 
    coh34:k=2.04082,b=5.10204         6.723         6.943        7.1894        7.458       7.7447        8.0498        9.5031        9.8892        10.281        10.716        11.129        11.544 
    coh35:k=1.02041,b=6.12245        6.6938        6.9188        7.1702       7.4436       7.7348        8.0442        9.5158        9.9047        10.313        10.746        11.159        11.589 
    coh36:k=0,b=7.14286              6.6606        6.8912        7.1479       7.4263       7.7223         8.036         9.524        9.9158        10.336         10.77         11.19        11.623 
    coh37:k=8.16327,b=0              7.1458        7.3107        7.4979       7.7039       7.9242        8.1603        9.2863        9.5944        9.9086        10.227        10.543        10.839 
    coh38:k=7.14286,b=1.02041        7.2476        7.4324        7.6415       7.8717       8.1183        8.3831        9.6194        9.9597         10.33        10.703        11.072        11.422 
    coh39:k=6.12245,b=2.04082        7.2445         7.435          7.65       7.8863       8.1391        8.4101        9.6892        10.057        10.429        10.803        11.173         11.56 
    coh40:k=5.10204,b=3.06122        7.2304        7.4256        7.6455       7.8867       8.1443        8.4201        9.7368        10.107        10.481        10.856        11.263        11.642 
    coh41:k=4.08163,b=4.08163        7.2102          7.41        7.6345       7.8802       8.1424        8.4224        9.7657        10.139        10.515        10.912        11.319        11.694 
    coh42:k=3.06122,b=5.10204        7.1855          7.39        7.6191       7.8694       8.1359        8.4201        9.7846        10.161        10.538        10.953        11.358        11.753 
    coh43:k=2.04082,b=6.12245        7.1569        7.3663        7.6003       7.8553       8.1262        8.4146         9.797        10.176         10.56        10.983        11.387        11.797 
    coh44:k=1.02041,b=7.14286        7.1246        7.3393        7.5785       7.8384       8.1139        8.4065        9.8051        10.187        10.583        11.006        11.409        11.831 
    coh45:k=0,b=8.16327              7.0883         7.309        7.5538       7.8189       8.0994        8.3964        9.8098        10.195          10.6        11.024        11.436        11.858 
    coh46:k=9.18367,b=0              7.5679        7.7208        7.8945        8.086       8.2903        8.5093        9.5949        9.8939        10.199        10.508        10.815        11.103 
    coh47:k=8.16327,b=1.02041        7.6674        7.8399        8.0352       8.2504       8.4806        8.7277        9.8991        10.228        10.577        10.941        11.301        11.643 
    coh48:k=7.14286,b=2.04082        7.6645        7.8425        8.0436       8.2648        8.501        8.7542        9.9554        10.312        10.674        11.039          11.4        11.769 
    coh49:k=6.12245,b=3.06122        7.6506        7.8333        8.0392       8.2652       8.5062        8.7641        10.002        10.362        10.726        11.092        11.478         11.85 
    coh50:k=5.10204,b=4.08163        7.6309         7.818        8.0283       8.2588       8.5042        8.7664        10.031        10.393        10.759        11.134        11.533        11.901 
    coh1226:k=50,b=0                 14.953        14.999        15.052       15.111       15.177        15.247        15.595        15.701        15.818        15.945        16.077        16.208 
    coh1227:k=48.9796,b=1.02041      14.975        15.026        15.085        15.15       15.222        15.301        15.694        15.817         15.95        16.092        16.242        16.392 
    coh1228:k=47.9592,b=2.04082      14.975        15.027        15.087       15.154       15.228        15.308        15.717        15.842        15.978        16.124        16.282        16.439 
    coh1229:k=46.9388,b=3.06122      14.971        15.024        15.086       15.154       15.229        15.311        15.729        15.857        15.995        16.149        16.309        16.467 
    coh1230:k=45.9184,b=4.08163      14.967        15.021        15.083       15.153       15.229        15.312        15.737        15.866         16.01        16.165        16.327        16.488 
    coh1231:k=44.898,b=5.10204       14.961        15.016        15.079        15.15       15.227        15.311        15.742        15.873         16.02        16.177         16.34        16.506 
    coh1232:k=43.8776,b=6.12245      14.955        15.011        15.075       15.146       15.224         15.31        15.746        15.879        16.028        16.187        16.352        16.521 
    coh1233:k=42.8571,b=7.14286      14.948        15.005         15.07       15.142       15.221        15.307        15.748        15.884        16.035        16.194        16.363        16.532 
    coh1234:k=41.8367,b=8.16327      14.941        14.998        15.064       15.137       15.217        15.304         15.75        15.887        16.039          16.2        16.372        16.542 
    coh1235:k=40.8163,b=9.18367      14.934        14.992        15.058       15.132       15.213        15.301         15.75        15.889        16.043        16.205        16.379         16.55 
    coh1236:k=39.7959,b=10.2041      14.926        14.984        15.052       15.126       15.208        15.297         15.75        15.891        16.046        16.209        16.386        16.557 
    coh1237:k=38.7755,b=11.2245      14.917        14.977        15.045        15.12       15.203        15.293         15.75        15.892        16.048        16.213        16.391        16.563 
    coh1238:k=37.7551,b=12.2449      14.908        14.969        15.037       15.114       15.198        15.289        15.749        15.892         16.05        16.216        16.395        16.568 
    coh1239:k=36.7347,b=13.2653      14.899         14.96         15.03       15.108       15.192        15.284        15.748        15.892        16.051        16.219        16.399        16.572 
    coh1240:k=35.7143,b=14.2857      14.892        14.951        15.022       15.101       15.186        15.279        15.746        15.891        16.051        16.221        16.402        16.576 
    coh1241:k=34.6939,b=15.3061      14.884        14.943        15.014       15.093        15.18        15.274        15.744         15.89        16.051        16.222        16.404         16.58 
    coh1242:k=33.6735,b=16.3265      14.877        14.937        15.005       15.086       15.173        15.268        15.742        15.889        16.051        16.224        16.407        16.582 
    coh1243:k=32.6531,b=17.3469      14.869        14.929        14.998       15.078       15.166        15.262         15.74        15.887        16.051        16.224        16.408        16.585 
    coh1244:k=31.6327,b=18.3673      14.861        14.922        14.992       15.069       15.159        15.256        15.737        15.885         16.05        16.225         16.41        16.587 
    coh1245:k=30.6122,b=19.3878      14.853        14.914        14.985       15.063       15.152         15.25        15.734        15.882        16.049        16.225        16.411        16.589 
    coh1246:k=29.5918,b=20.4082      14.844        14.906        14.977       15.056       15.144        15.243        15.731         15.88        16.048        16.225        16.412        16.591 
    coh1247:k=28.5714,b=21.4286      14.835        14.898         14.97        15.05       15.136        15.236        15.727        15.877        16.046        16.224        16.413        16.592 
    coh1248:k=27.551,b=22.449        14.826        14.889        14.962       15.043        15.13        15.229        15.724        15.874        16.044        16.223        16.413        16.594 
    coh1249:k=26.5306,b=23.4694      14.816        14.881        14.954       15.036       15.124        15.222         15.72        15.872        16.043        16.222        16.413        16.595 
    coh1250:k=25.5102,b=24.4898      14.806        14.871        14.946       15.028       15.117        15.214        15.716        15.869         16.04        16.221        16.413        16.595 
    coh1251:k=24.4898,b=25.5102      14.796        14.862        14.937        15.02       15.111        15.208        15.712        15.866        16.038         16.22        16.413        16.596 
    coh1252:k=23.4694,b=26.5306      14.787        14.852        14.928       15.012       15.104        15.202        15.707        15.863        16.036        16.218        16.413        16.597 
    coh1253:k=22.449,b=27.551        14.779        14.842        14.919       15.004       15.096        15.196        15.703         15.86        16.033        16.216        16.412        16.597 
    coh1254:k=21.4286,b=28.5714      14.771        14.834         14.91       14.996       15.089        15.189        15.698        15.857         16.03        16.214        16.411        16.597 
    coh1255:k=20.4082,b=29.5918      14.762        14.826          14.9       14.987       15.081        15.183        15.693        15.853        16.027        16.212        16.411        16.597 
    coh1256:k=19.3878,b=30.6122      14.753        14.818        14.892       14.978       15.073        15.176        15.688         15.85        16.024         16.21         16.41        16.597 
    coh1257:k=18.3673,b=31.6327      14.744         14.81        14.885       14.968       15.065        15.169        15.683        15.846        16.021        16.208        16.409        16.597 
    coh1258:k=17.3469,b=32.6531      14.735        14.801        14.877       14.961       15.056        15.161        15.677        15.842        16.017        16.206        16.407        16.597 
    coh1259:k=16.3265,b=33.6735      14.725        14.792        14.869       14.953       15.048        15.154        15.672        15.838        16.014        16.204        16.406        16.597 
    coh1260:k=15.3061,b=34.6939      14.715        14.783         14.86       14.946       15.038        15.146        15.668        15.834         16.01        16.202        16.404        16.596 
    coh1261:k=14.2857,b=35.7143      14.705        14.774        14.852       14.938       15.031        15.138        15.664        15.829        16.006        16.199        16.403        16.596 
    coh1262:k=13.2653,b=36.7347      14.694        14.764        14.843        14.93       15.024         15.13        15.659        15.825        16.002        16.197        16.401        16.595 
    coh1263:k=12.2449,b=37.7551      14.683        14.754        14.834       14.922       15.017        15.121        15.654         15.82        15.998        16.194        16.399        16.594 
    coh1264:k=11.2245,b=38.7755      14.675        14.743        14.824       14.913       15.009        15.112        15.649        15.815        15.994        16.191        16.397        16.593 
    coh1265:k=10.2041,b=39.7959      14.666        14.733        14.814       14.905       15.002        15.106        15.644         15.81        15.991        16.189        16.395        16.592 
    coh1266:k=9.18367,b=40.8163      14.657        14.725        14.804       14.895       14.994        15.099        15.639        15.805        15.987        16.186        16.393        16.591 
    coh1267:k=8.16327,b=41.8367      14.648        14.716        14.794       14.886       14.986        15.092        15.633          15.8        15.984        16.183        16.391         16.59 
    coh1268:k=7.14286,b=42.8571      14.639        14.708        14.786       14.876       14.977        15.084        15.628        15.794         15.98         16.18        16.389        16.589 
    coh1269:k=6.12245,b=43.8776      14.629        14.699        14.778       14.866       14.968        15.077        15.622        15.789        15.976        16.176        16.386        16.588 
    coh1270:k=5.10204,b=44.898       14.619         14.69         14.77       14.857       14.959        15.069        15.616        15.784        15.972        16.173        16.384        16.587 
    coh1271:k=4.08163,b=45.9184      14.609         14.68        14.761        14.85        14.95        15.061         15.61         15.78        15.968         16.17        16.381        16.586 
    coh1272:k=3.06122,b=46.9388      14.598         14.67        14.752       14.842        14.94        15.053        15.604        15.775        15.964        16.166        16.378        16.584 
    coh1273:k=2.04082,b=47.9592      14.587         14.66        14.743       14.834       14.931        15.045        15.597         15.77        15.959        16.162        16.376        16.583 
    coh1274:k=1.02041,b=48.9796      14.576         14.65        14.734       14.825       14.924        15.036        15.591        15.765        15.955        16.158        16.373        16.581 
    coh1275:k=0,b=50                 14.566        14.639        14.724       14.817       14.916        15.027        15.584        15.761         15.95        16.155         16.37        16.579 

tb_pol_a: optimal safe savings choice for each state space point
                                   z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                                   __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0,b=0                          0             0            0            0             0             0             0             0             0             0             0            0  
    coh2:k=1.02041,b=0                    0             0            0            0             0             0             0             0             0             0             0            0  
    coh3:k=0,b=1.02041                    0             0            0            0             0             0             0             0             0             0             0            0  
    coh4:k=2.04082,b=0                    0             0            0            0             0             0             0             0             0             0             0            0  
    coh5:k=1.02041,b=1.02041              0             0            0            0             0             0             0             0             0             0             0            0  
    coh6:k=0,b=2.04082                    0             0            0            0             0             0             0             0             0             0             0            0  
    coh7:k=3.06122,b=0                    0             0            0            0             0             0             0             0             0             0             0            0  
    coh8:k=2.04082,b=1.02041              0             0            0            0             0             0             0             0             0             0             0            0  
    coh9:k=1.02041,b=2.04082              0             0            0            0             0             0             0             0             0             0             0            0  
    coh10:k=0,b=3.06122                   0             0            0            0             0             0             0             0             0             0             0            0  
    coh11:k=4.08163,b=0              1.0204        1.0204            0            0             0             0             0             0             0             0             0            0  
    coh12:k=3.06122,b=1.02041        1.0204        1.0204            0            0             0             0             0             0             0             0             0            0  
    coh13:k=2.04082,b=2.04082        1.0204        1.0204            0            0             0             0             0             0             0             0             0            0  
    coh14:k=1.02041,b=3.06122        1.0204        1.0204            0            0             0             0             0             0             0             0             0            0  
    coh15:k=0,b=4.08163              1.0204        1.0204            0            0             0             0             0             0             0             0             0            0  
    coh16:k=5.10204,b=0              2.0408        2.0408       1.0204       1.0204             0             0             0             0             0             0             0            0  
    coh17:k=4.08163,b=1.02041        2.0408        2.0408       1.0204       1.0204             0             0             0             0             0             0             0            0  
    coh18:k=3.06122,b=2.04082        2.0408        2.0408       1.0204       1.0204             0             0             0             0             0             0             0            0  
    coh19:k=2.04082,b=3.06122        2.0408        2.0408       1.0204       1.0204             0             0             0             0             0             0             0            0  
    coh20:k=1.02041,b=4.08163        2.0408        2.0408       1.0204       1.0204             0             0             0             0             0             0             0            0  
    coh21:k=0,b=5.10204              2.0408        2.0408       1.0204       1.0204             0             0             0             0             0             0             0            0  
    coh22:k=6.12245,b=0              3.0612        3.0612       2.0408       2.0408        1.0204             0             0             0             0             0             0            0  
    coh23:k=5.10204,b=1.02041        3.0612        3.0612       2.0408       2.0408        1.0204             0             0             0             0             0             0            0  
    coh24:k=4.08163,b=2.04082        3.0612        3.0612       2.0408       2.0408        1.0204             0             0             0             0             0             0            0  
    coh25:k=3.06122,b=3.06122        3.0612        3.0612       2.0408       2.0408        1.0204             0             0             0             0             0             0            0  
    coh26:k=2.04082,b=4.08163        3.0612        3.0612       2.0408       2.0408        1.0204             0             0             0             0             0             0            0  
    coh27:k=1.02041,b=5.10204        3.0612        3.0612       2.0408       2.0408        1.0204             0             0             0             0             0             0            0  
    coh28:k=0,b=6.12245              3.0612        3.0612       2.0408       2.0408        1.0204             0             0             0             0             0             0            0  
    coh29:k=7.14286,b=0              4.0816        4.0816       3.0612       3.0612        2.0408        1.0204             0             0             0             0             0            0  
    coh30:k=6.12245,b=1.02041        4.0816        4.0816       3.0612       3.0612        2.0408        1.0204             0             0             0             0             0            0  
    coh31:k=5.10204,b=2.04082        4.0816        4.0816       3.0612       3.0612        2.0408        1.0204             0             0             0             0             0            0  
    coh32:k=4.08163,b=3.06122        4.0816        4.0816       3.0612       3.0612        2.0408        1.0204             0             0             0             0             0            0  
    coh33:k=3.06122,b=4.08163        4.0816        4.0816       3.0612       3.0612        2.0408        1.0204             0             0             0             0             0            0  
    coh34:k=2.04082,b=5.10204        4.0816        4.0816       3.0612       3.0612        2.0408        1.0204             0             0             0             0             0            0  
    coh35:k=1.02041,b=6.12245        4.0816        4.0816       3.0612       3.0612        2.0408        1.0204             0             0             0             0             0            0  
    coh36:k=0,b=7.14286              4.0816        4.0816       3.0612       3.0612        2.0408        1.0204             0             0             0             0             0            0  
    coh37:k=8.16327,b=0               5.102         5.102       4.0816       4.0816        3.0612        2.0408             0             0             0             0             0            0  
    coh38:k=7.14286,b=1.02041         5.102         5.102       4.0816       4.0816        3.0612        2.0408             0             0             0             0             0            0  
    coh39:k=6.12245,b=2.04082         5.102         5.102       4.0816       4.0816        3.0612        2.0408             0             0             0             0             0            0  
    coh40:k=5.10204,b=3.06122         5.102         5.102       4.0816       4.0816        3.0612        2.0408             0             0             0             0             0            0  
    coh41:k=4.08163,b=4.08163         5.102         5.102       4.0816       4.0816        3.0612        2.0408             0             0             0             0             0            0  
    coh42:k=3.06122,b=5.10204         5.102         5.102       4.0816       4.0816        3.0612        2.0408             0             0             0             0             0            0  
    coh43:k=2.04082,b=6.12245         5.102         5.102       4.0816       4.0816        3.0612        2.0408             0             0             0             0             0            0  
    coh44:k=1.02041,b=7.14286         5.102         5.102       4.0816       4.0816        3.0612        2.0408             0             0             0             0             0            0  
    coh45:k=0,b=8.16327               5.102         5.102       4.0816       4.0816        3.0612        2.0408             0             0             0             0             0            0  
    coh46:k=9.18367,b=0              6.1224        6.1224        5.102        5.102        4.0816        4.0816             0             0             0             0             0            0  
    coh47:k=8.16327,b=1.02041        6.1224        6.1224        5.102        5.102        4.0816        4.0816             0             0             0             0             0            0  
    coh48:k=7.14286,b=2.04082        6.1224        6.1224        5.102        5.102        4.0816        4.0816             0             0             0             0             0            0  
    coh49:k=6.12245,b=3.06122        6.1224        6.1224        5.102        5.102        4.0816        4.0816             0             0             0             0             0            0  
    coh50:k=5.10204,b=4.08163        6.1224        6.1224        5.102        5.102        4.0816        4.0816             0             0             0             0             0            0  
    coh1226:k=50,b=0                 44.898        44.898       43.878       43.878        42.857        42.857        37.755        35.714        32.653        30.612        27.551        24.49  
    coh1227:k=48.9796,b=1.02041      44.898        44.898       43.878       43.878        42.857        42.857        38.776        36.735        34.694        32.653        29.592       26.531  
    coh1228:k=47.9592,b=2.04082      44.898        44.898       43.878       43.878        42.857        42.857        38.776        36.735        34.694        32.653        30.612       27.551  
    coh1229:k=46.9388,b=3.06122      44.898        44.898       43.878       43.878        42.857        42.857        38.776        36.735        34.694        33.673        30.612       27.551  
    coh1230:k=45.9184,b=4.08163      44.898        44.898       43.878       43.878        42.857        42.857        38.776        36.735        35.714        33.673        30.612       29.592  
    coh1231:k=44.898,b=5.10204       44.898        44.898       43.878       43.878        42.857        42.857        38.776        36.735        35.714        33.673        30.612       29.592  
    coh1232:k=43.8776,b=6.12245      44.898        44.898       43.878       43.878        42.857        42.857        38.776        37.755        35.714        33.673        31.633       29.592  
    coh1233:k=42.8571,b=7.14286      44.898        44.898       43.878       43.878        42.857        42.857        38.776        37.755        35.714        33.673        31.633       29.592  
    coh1234:k=41.8367,b=8.16327      44.898        44.898       43.878       43.878        42.857        42.857        38.776        37.755        35.714        33.673        31.633       29.592  
    coh1235:k=40.8163,b=9.18367      44.898        44.898       43.878       43.878        42.857        42.857        38.776        37.755        35.714        33.673        31.633       29.592  
    coh1236:k=39.7959,b=10.2041      44.898        44.898       43.878       43.878        42.857        42.857        38.776        37.755        35.714        33.673        31.633       29.592  
    coh1237:k=38.7755,b=11.2245      44.898        44.898       43.878       43.878        42.857        42.857        38.776        37.755        35.714        34.694        31.633       29.592  
    coh1238:k=37.7551,b=12.2449      44.898        44.898       43.878       43.878        42.857        42.857        38.776        37.755        35.714        34.694        31.633       29.592  
    coh1239:k=36.7347,b=13.2653      44.898        44.898       43.878       43.878        42.857        42.857        38.776        37.755        35.714        34.694        31.633       29.592  
    coh1240:k=35.7143,b=14.2857      43.878        44.898       43.878       43.878        42.857        42.857        38.776        37.755        35.714        34.694        31.633       29.592  
    coh1241:k=34.6939,b=15.3061      43.878        43.878       43.878       43.878        42.857        42.857        38.776        37.755        35.714        34.694        31.633       29.592  
    coh1242:k=33.6735,b=16.3265      43.878        43.878       43.878       43.878        42.857        42.857        38.776        37.755        35.714        34.694        31.633       29.592  
    coh1243:k=32.6531,b=17.3469      43.878        43.878       42.857       43.878        42.857        42.857        38.776        37.755        35.714        34.694        31.633       29.592  
    coh1244:k=31.6327,b=18.3673      43.878        43.878       42.857       43.878        42.857        42.857        38.776        37.755        35.714        34.694        31.633       29.592  
    coh1245:k=30.6122,b=19.3878      43.878        43.878       42.857       42.857        42.857        42.857        38.776        37.755        35.714        34.694        31.633       29.592  
    coh1246:k=29.5918,b=20.4082      43.878        43.878       42.857       42.857        42.857        42.857        38.776        37.755        35.714        34.694        31.633       29.592  
    coh1247:k=28.5714,b=21.4286      43.878        43.878       42.857       42.857        41.837        42.857        38.776        37.755        35.714        34.694        31.633       29.592  
    coh1248:k=27.551,b=22.449        43.878        43.878       42.857       42.857        41.837        42.857        38.776        36.735        35.714        34.694        31.633       29.592  
    coh1249:k=26.5306,b=23.4694      43.878        43.878       42.857       42.857        41.837        42.857        38.776        36.735        35.714        34.694        31.633       29.592  
    coh1250:k=25.5102,b=24.4898      43.878        43.878       42.857       42.857        41.837        42.857        38.776        36.735        35.714        34.694        31.633       29.592  
    coh1251:k=24.4898,b=25.5102      43.878        43.878       42.857       42.857        41.837        41.837        38.776        36.735        35.714        34.694        31.633       29.592  
    coh1252:k=23.4694,b=26.5306      42.857        43.878       42.857       42.857        41.837        41.837        38.776        36.735        35.714        34.694        31.633       29.592  
    coh1253:k=22.449,b=27.551        42.857        43.878       42.857       42.857        41.837        41.837        38.776        36.735        35.714        34.694        31.633       29.592  
    coh1254:k=21.4286,b=28.5714      42.857        42.857       42.857       42.857        41.837        41.837        38.776        36.735        35.714        34.694        31.633       29.592  
    coh1255:k=20.4082,b=29.5918      42.857        42.857       41.837       42.857        41.837        41.837        38.776        36.735        35.714        34.694        31.633       29.592  
    coh1256:k=19.3878,b=30.6122      42.857        42.857       41.837       42.857        41.837        41.837        38.776        36.735        35.714        33.673        31.633       29.592  
    coh1257:k=18.3673,b=31.6327      42.857        42.857       41.837       42.857        41.837        41.837        38.776        36.735        35.714        33.673        31.633       29.592  
    coh1258:k=17.3469,b=32.6531      42.857        42.857       41.837       41.837        41.837        41.837        38.776        36.735        35.714        33.673        31.633       29.592  
    coh1259:k=16.3265,b=33.6735      42.857        42.857       41.837       41.837        41.837        41.837        37.755        36.735        35.714        33.673        31.633       29.592  
    coh1260:k=15.3061,b=34.6939      42.857        42.857       41.837       41.837        41.837        41.837        37.755        36.735        35.714        33.673        31.633       29.592  
    coh1261:k=14.2857,b=35.7143      42.857        42.857       41.837       41.837        40.816        41.837        37.755        36.735        35.714        33.673        31.633       29.592  
    coh1262:k=13.2653,b=36.7347      42.857        42.857       41.837       41.837        40.816        41.837        37.755        36.735        35.714        33.673        31.633       29.592  
    coh1263:k=12.2449,b=37.7551      42.857        42.857       41.837       41.837        40.816        41.837        37.755        36.735        35.714        33.673        31.633       29.592  
    coh1264:k=11.2245,b=38.7755      41.837        42.857       41.837       41.837        40.816        40.816        37.755        36.735        34.694        33.673        31.633       29.592  
    coh1265:k=10.2041,b=39.7959      41.837        41.837       41.837       41.837        40.816        40.816        37.755        36.735        34.694        33.673        31.633       29.592  
    coh1266:k=9.18367,b=40.8163      41.837        41.837       41.837       41.837        40.816        40.816        37.755        36.735        34.694        33.673        31.633       29.592  
    coh1267:k=8.16327,b=41.8367      41.837        41.837       40.816       41.837        40.816        40.816        37.755        36.735        34.694        33.673        31.633       29.592  
    coh1268:k=7.14286,b=42.8571      41.837        41.837       40.816       41.837        40.816        40.816        37.755        36.735        34.694        33.673        31.633       29.592  
    coh1269:k=6.12245,b=43.8776      41.837        41.837       40.816       41.837        40.816        40.816        37.755        36.735        34.694        33.673        31.633       29.592  
    coh1270:k=5.10204,b=44.898       41.837        41.837       40.816       40.816        40.816        40.816        37.755        35.714        34.694        33.673        31.633       29.592  
    coh1271:k=4.08163,b=45.9184      41.837        41.837       40.816       40.816        40.816        40.816        37.755        35.714        34.694        33.673        31.633       29.592  
    coh1272:k=3.06122,b=46.9388      41.837        41.837       40.816       40.816        40.816        40.816        37.755        35.714        34.694        33.673        31.633       29.592  
    coh1273:k=2.04082,b=47.9592      41.837        41.837       40.816       40.816        39.796        40.816        37.755        35.714        34.694        33.673        31.633       29.592  
    coh1274:k=1.02041,b=48.9796      41.837        41.837       40.816       40.816        39.796        40.816        37.755        35.714        34.694        33.673        31.633       29.592  
    coh1275:k=0,b=50                 40.816        41.837       40.816       40.816        39.796        40.816        37.755        35.714        34.694        33.673        31.633       29.592  

tb_pol_k: optimal risky investment choice for each state space point
                                   z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                                   __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0,b=0                          0             0            0            0             0             0             0             0             0             0             0            0  
    coh2:k=1.02041,b=0               1.0204        1.0204       1.0204       1.0204        1.0204        1.0204        1.0204        1.0204        1.0204        1.0204        1.0204       1.0204  
    coh3:k=0,b=1.02041               1.0204        1.0204       1.0204       1.0204        1.0204        1.0204        2.0408        2.0408        2.0408        2.0408        2.0408       2.0408  
    coh4:k=2.04082,b=0               2.0408        2.0408       2.0408       2.0408        2.0408        2.0408        1.0204        1.0204        1.0204        1.0204        1.0204       1.0204  
    coh5:k=1.02041,b=1.02041         2.0408        2.0408       2.0408       2.0408        2.0408        2.0408        2.0408        2.0408        3.0612        3.0612        3.0612       3.0612  
    coh6:k=0,b=2.04082               2.0408        2.0408       2.0408       2.0408        2.0408        2.0408        2.0408        3.0612        3.0612        3.0612        3.0612       4.0816  
    coh7:k=3.06122,b=0               2.0408        2.0408       2.0408       2.0408        2.0408        2.0408        2.0408        2.0408        2.0408        2.0408        2.0408       2.0408  
    coh8:k=2.04082,b=1.02041         2.0408        2.0408       2.0408       3.0612        3.0612        3.0612        3.0612        3.0612        3.0612        3.0612        4.0816       4.0816  
    coh9:k=1.02041,b=2.04082         2.0408        2.0408       3.0612       3.0612        3.0612        3.0612        3.0612        3.0612        4.0816        4.0816        4.0816       4.0816  
    coh10:k=0,b=3.06122              2.0408        2.0408       3.0612       3.0612        3.0612        3.0612        3.0612        4.0816        4.0816        4.0816        4.0816        5.102  
    coh11:k=4.08163,b=0              2.0408        2.0408       3.0612       3.0612        3.0612        3.0612        3.0612        3.0612        3.0612        3.0612        3.0612       3.0612  
    coh12:k=3.06122,b=1.02041        2.0408        2.0408       3.0612       3.0612        3.0612        3.0612        4.0816        4.0816        4.0816        4.0816         5.102        5.102  
    coh13:k=2.04082,b=2.04082        2.0408        2.0408       3.0612       3.0612        3.0612        4.0816        4.0816        4.0816        4.0816         5.102         5.102        5.102  
    coh14:k=1.02041,b=3.06122        2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        4.0816        4.0816         5.102         5.102         5.102       6.1224  
    coh15:k=0,b=4.08163              2.0408        2.0408       3.0612       3.0612        3.0612        4.0816        4.0816         5.102         5.102         5.102         5.102       6.1224  
    coh16:k=5.10204,b=0              2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        4.0816        4.0816        4.0816        4.0816        4.0816       4.0816  
    coh17:k=4.08163,b=1.02041        2.0408        2.0408       3.0612       3.0612        4.0816        4.0816         5.102         5.102         5.102         5.102         5.102       6.1224  
    coh18:k=3.06122,b=2.04082        2.0408        2.0408       3.0612       3.0612        4.0816        4.0816         5.102         5.102         5.102        6.1224        6.1224       6.1224  
    coh19:k=2.04082,b=3.06122        2.0408        2.0408       3.0612       3.0612        4.0816        4.0816         5.102         5.102        6.1224        6.1224        6.1224       7.1429  
    coh20:k=1.02041,b=4.08163        2.0408        2.0408       3.0612       3.0612        4.0816        4.0816         5.102         5.102        6.1224        6.1224        6.1224       7.1429  
    coh21:k=0,b=5.10204              2.0408        2.0408       3.0612       3.0612        4.0816        4.0816         5.102         5.102        6.1224        6.1224        7.1429       7.1429  
    coh22:k=6.12245,b=0              2.0408        2.0408       3.0612       3.0612        4.0816         5.102         5.102         5.102         5.102         5.102         5.102       4.0816  
    coh23:k=5.10204,b=1.02041        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        6.1224        6.1224        6.1224        6.1224        6.1224       7.1429  
    coh24:k=4.08163,b=2.04082        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        6.1224        6.1224        6.1224        6.1224        7.1429       7.1429  
    coh25:k=3.06122,b=3.06122        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        6.1224        6.1224        6.1224        7.1429        7.1429       7.1429  
    coh26:k=2.04082,b=4.08163        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        6.1224        6.1224        7.1429        7.1429        7.1429       8.1633  
    coh27:k=1.02041,b=5.10204        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        6.1224        6.1224        7.1429        7.1429        7.1429       8.1633  
    coh28:k=0,b=6.12245              2.0408        2.0408       3.0612       3.0612        4.0816         5.102        6.1224        6.1224        7.1429        7.1429        8.1633       8.1633  
    coh29:k=7.14286,b=0              2.0408        2.0408       3.0612       3.0612        4.0816         5.102        6.1224         5.102         5.102         5.102         5.102        5.102  
    coh30:k=6.12245,b=1.02041        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        6.1224        7.1429        7.1429        7.1429        7.1429       7.1429  
    coh31:k=5.10204,b=2.04082        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        7.1429        7.1429        7.1429        7.1429        8.1633       8.1633  
    coh32:k=4.08163,b=3.06122        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        7.1429        7.1429        7.1429        8.1633        8.1633       8.1633  
    coh33:k=3.06122,b=4.08163        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        7.1429        7.1429        7.1429        8.1633        8.1633       9.1837  
    coh34:k=2.04082,b=5.10204        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        7.1429        7.1429        8.1633        8.1633        8.1633       9.1837  
    coh35:k=1.02041,b=6.12245        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        7.1429        7.1429        8.1633        8.1633        8.1633       9.1837  
    coh36:k=0,b=7.14286              2.0408        2.0408       3.0612       3.0612        4.0816         5.102        7.1429        7.1429        8.1633        8.1633        9.1837       9.1837  
    coh37:k=8.16327,b=0              2.0408        2.0408       3.0612       3.0612        4.0816         5.102        6.1224        6.1224        6.1224        6.1224        6.1224       6.1224  
    coh38:k=7.14286,b=1.02041        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        7.1429        8.1633        8.1633        8.1633        8.1633       8.1633  
    coh39:k=6.12245,b=2.04082        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        8.1633        8.1633        8.1633        8.1633        9.1837       9.1837  
    coh40:k=5.10204,b=3.06122        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        8.1633        8.1633        8.1633        8.1633        9.1837       9.1837  
    coh41:k=4.08163,b=4.08163        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        8.1633        8.1633        8.1633        9.1837        9.1837       9.1837  
    coh42:k=3.06122,b=5.10204        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        8.1633        8.1633        8.1633        9.1837        9.1837       10.204  
    coh43:k=2.04082,b=6.12245        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        8.1633        8.1633        9.1837        9.1837        9.1837       10.204  
    coh44:k=1.02041,b=7.14286        2.0408        2.0408       3.0612       3.0612        4.0816         5.102        8.1633        8.1633        9.1837        9.1837        9.1837       10.204  
    coh45:k=0,b=8.16327              2.0408        2.0408       3.0612       3.0612        4.0816         5.102        8.1633        8.1633        9.1837        9.1837        10.204       10.204  
    coh46:k=9.18367,b=0              2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        7.1429        7.1429        7.1429        7.1429        7.1429       7.1429  
    coh47:k=8.16327,b=1.02041        2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        8.1633        8.1633        9.1837        9.1837        9.1837       9.1837  
    coh48:k=7.14286,b=2.04082        2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        9.1837        9.1837        9.1837        9.1837       10.204  
    coh49:k=6.12245,b=3.06122        2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        9.1837        9.1837        9.1837        10.204       10.204  
    coh50:k=5.10204,b=4.08163        2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        9.1837        9.1837        10.204        10.204       10.204  
    coh1226:k=50,b=0                 2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       21.429  
    coh1227:k=48.9796,b=1.02041      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       21.429  
    coh1228:k=47.9592,b=2.04082      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       21.429  
    coh1229:k=46.9388,b=3.06122      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       21.429  
    coh1230:k=45.9184,b=4.08163      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1231:k=44.898,b=5.10204       2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1232:k=43.8776,b=6.12245      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1233:k=42.8571,b=7.14286      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1234:k=41.8367,b=8.16327      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1235:k=40.8163,b=9.18367      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1236:k=39.7959,b=10.2041      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1237:k=38.7755,b=11.2245      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1238:k=37.7551,b=12.2449      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1239:k=36.7347,b=13.2653      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1240:k=35.7143,b=14.2857      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1241:k=34.6939,b=15.3061      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1242:k=33.6735,b=16.3265      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1243:k=32.6531,b=17.3469      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1244:k=31.6327,b=18.3673      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1245:k=30.6122,b=19.3878      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1246:k=29.5918,b=20.4082      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1247:k=28.5714,b=21.4286      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1248:k=27.551,b=22.449        2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1249:k=26.5306,b=23.4694      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1250:k=25.5102,b=24.4898      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1251:k=24.4898,b=25.5102      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1252:k=23.4694,b=26.5306      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1253:k=22.449,b=27.551        2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1254:k=21.4286,b=28.5714      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1255:k=20.4082,b=29.5918      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1256:k=19.3878,b=30.6122      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1257:k=18.3673,b=31.6327      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1258:k=17.3469,b=32.6531      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1259:k=16.3265,b=33.6735      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1260:k=15.3061,b=34.6939      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1261:k=14.2857,b=35.7143      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1262:k=13.2653,b=36.7347      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1263:k=12.2449,b=37.7551      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1264:k=11.2245,b=38.7755      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1265:k=10.2041,b=39.7959      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1266:k=9.18367,b=40.8163      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1267:k=8.16327,b=41.8367      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1268:k=7.14286,b=42.8571      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1269:k=6.12245,b=43.8776      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1270:k=5.10204,b=44.898       2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1271:k=4.08163,b=45.9184      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1272:k=3.06122,b=46.9388      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1273:k=2.04082,b=47.9592      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1274:k=1.02041,b=48.9796      2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  
    coh1275:k=0,b=50                 2.0408        2.0408       3.0612       3.0612        4.0816        4.0816        9.1837        11.224        13.265        15.306        18.367       20.408  

tb_pol_w: risky + safe investment choices (first stage choice, choose within risky vs safe)
                                   z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                                   __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0,b=0                          0             0            0            0             0             0             0             0             0             0             0            0  
    coh2:k=1.02041,b=0               1.0204        1.0204       1.0204       1.0204        1.0204        1.0204        1.0204        1.0204        1.0204        1.0204        1.0204       1.0204  
    coh3:k=0,b=1.02041               1.0204        1.0204       1.0204       1.0204        1.0204        1.0204        2.0408        2.0408        2.0408        2.0408        2.0408       2.0408  
    coh4:k=2.04082,b=0               2.0408        2.0408       2.0408       2.0408        2.0408        2.0408        1.0204        1.0204        1.0204        1.0204        1.0204       1.0204  
    coh5:k=1.02041,b=1.02041         2.0408        2.0408       2.0408       2.0408        2.0408        2.0408        2.0408        2.0408        3.0612        3.0612        3.0612       3.0612  
    coh6:k=0,b=2.04082               2.0408        2.0408       2.0408       2.0408        2.0408        2.0408        2.0408        3.0612        3.0612        3.0612        3.0612       4.0816  
    coh7:k=3.06122,b=0               2.0408        2.0408       2.0408       2.0408        2.0408        2.0408        2.0408        2.0408        2.0408        2.0408        2.0408       2.0408  
    coh8:k=2.04082,b=1.02041         2.0408        2.0408       2.0408       3.0612        3.0612        3.0612        3.0612        3.0612        3.0612        3.0612        4.0816       4.0816  
    coh9:k=1.02041,b=2.04082         2.0408        2.0408       3.0612       3.0612        3.0612        3.0612        3.0612        3.0612        4.0816        4.0816        4.0816       4.0816  
    coh10:k=0,b=3.06122              2.0408        2.0408       3.0612       3.0612        3.0612        3.0612        3.0612        4.0816        4.0816        4.0816        4.0816        5.102  
    coh11:k=4.08163,b=0              3.0612        3.0612       3.0612       3.0612        3.0612        3.0612        3.0612        3.0612        3.0612        3.0612        3.0612       3.0612  
    coh12:k=3.06122,b=1.02041        3.0612        3.0612       3.0612       3.0612        3.0612        3.0612        4.0816        4.0816        4.0816        4.0816         5.102        5.102  
    coh13:k=2.04082,b=2.04082        3.0612        3.0612       3.0612       3.0612        3.0612        4.0816        4.0816        4.0816        4.0816         5.102         5.102        5.102  
    coh14:k=1.02041,b=3.06122        3.0612        3.0612       3.0612       3.0612        4.0816        4.0816        4.0816        4.0816         5.102         5.102         5.102       6.1224  
    coh15:k=0,b=4.08163              3.0612        3.0612       3.0612       3.0612        3.0612        4.0816        4.0816         5.102         5.102         5.102         5.102       6.1224  
    coh16:k=5.10204,b=0              4.0816        4.0816       4.0816       4.0816        4.0816        4.0816        4.0816        4.0816        4.0816        4.0816        4.0816       4.0816  
    coh17:k=4.08163,b=1.02041        4.0816        4.0816       4.0816       4.0816        4.0816        4.0816         5.102         5.102         5.102         5.102         5.102       6.1224  
    coh18:k=3.06122,b=2.04082        4.0816        4.0816       4.0816       4.0816        4.0816        4.0816         5.102         5.102         5.102        6.1224        6.1224       6.1224  
    coh19:k=2.04082,b=3.06122        4.0816        4.0816       4.0816       4.0816        4.0816        4.0816         5.102         5.102        6.1224        6.1224        6.1224       7.1429  
    coh20:k=1.02041,b=4.08163        4.0816        4.0816       4.0816       4.0816        4.0816        4.0816         5.102         5.102        6.1224        6.1224        6.1224       7.1429  
    coh21:k=0,b=5.10204              4.0816        4.0816       4.0816       4.0816        4.0816        4.0816         5.102         5.102        6.1224        6.1224        7.1429       7.1429  
    coh22:k=6.12245,b=0               5.102         5.102        5.102        5.102         5.102         5.102         5.102         5.102         5.102         5.102         5.102       4.0816  
    coh23:k=5.10204,b=1.02041         5.102         5.102        5.102        5.102         5.102         5.102        6.1224        6.1224        6.1224        6.1224        6.1224       7.1429  
    coh24:k=4.08163,b=2.04082         5.102         5.102        5.102        5.102         5.102         5.102        6.1224        6.1224        6.1224        6.1224        7.1429       7.1429  
    coh25:k=3.06122,b=3.06122         5.102         5.102        5.102        5.102         5.102         5.102        6.1224        6.1224        6.1224        7.1429        7.1429       7.1429  
    coh26:k=2.04082,b=4.08163         5.102         5.102        5.102        5.102         5.102         5.102        6.1224        6.1224        7.1429        7.1429        7.1429       8.1633  
    coh27:k=1.02041,b=5.10204         5.102         5.102        5.102        5.102         5.102         5.102        6.1224        6.1224        7.1429        7.1429        7.1429       8.1633  
    coh28:k=0,b=6.12245               5.102         5.102        5.102        5.102         5.102         5.102        6.1224        6.1224        7.1429        7.1429        8.1633       8.1633  
    coh29:k=7.14286,b=0              6.1224        6.1224       6.1224       6.1224        6.1224        6.1224        6.1224         5.102         5.102         5.102         5.102        5.102  
    coh30:k=6.12245,b=1.02041        6.1224        6.1224       6.1224       6.1224        6.1224        6.1224        6.1224        7.1429        7.1429        7.1429        7.1429       7.1429  
    coh31:k=5.10204,b=2.04082        6.1224        6.1224       6.1224       6.1224        6.1224        6.1224        7.1429        7.1429        7.1429        7.1429        8.1633       8.1633  
    coh32:k=4.08163,b=3.06122        6.1224        6.1224       6.1224       6.1224        6.1224        6.1224        7.1429        7.1429        7.1429        8.1633        8.1633       8.1633  
    coh33:k=3.06122,b=4.08163        6.1224        6.1224       6.1224       6.1224        6.1224        6.1224        7.1429        7.1429        7.1429        8.1633        8.1633       9.1837  
    coh34:k=2.04082,b=5.10204        6.1224        6.1224       6.1224       6.1224        6.1224        6.1224        7.1429        7.1429        8.1633        8.1633        8.1633       9.1837  
    coh35:k=1.02041,b=6.12245        6.1224        6.1224       6.1224       6.1224        6.1224        6.1224        7.1429        7.1429        8.1633        8.1633        8.1633       9.1837  
    coh36:k=0,b=7.14286              6.1224        6.1224       6.1224       6.1224        6.1224        6.1224        7.1429        7.1429        8.1633        8.1633        9.1837       9.1837  
    coh37:k=8.16327,b=0              7.1429        7.1429       7.1429       7.1429        7.1429        7.1429        6.1224        6.1224        6.1224        6.1224        6.1224       6.1224  
    coh38:k=7.14286,b=1.02041        7.1429        7.1429       7.1429       7.1429        7.1429        7.1429        7.1429        8.1633        8.1633        8.1633        8.1633       8.1633  
    coh39:k=6.12245,b=2.04082        7.1429        7.1429       7.1429       7.1429        7.1429        7.1429        8.1633        8.1633        8.1633        8.1633        9.1837       9.1837  
    coh40:k=5.10204,b=3.06122        7.1429        7.1429       7.1429       7.1429        7.1429        7.1429        8.1633        8.1633        8.1633        8.1633        9.1837       9.1837  
    coh41:k=4.08163,b=4.08163        7.1429        7.1429       7.1429       7.1429        7.1429        7.1429        8.1633        8.1633        8.1633        9.1837        9.1837       9.1837  
    coh42:k=3.06122,b=5.10204        7.1429        7.1429       7.1429       7.1429        7.1429        7.1429        8.1633        8.1633        8.1633        9.1837        9.1837       10.204  
    coh43:k=2.04082,b=6.12245        7.1429        7.1429       7.1429       7.1429        7.1429        7.1429        8.1633        8.1633        9.1837        9.1837        9.1837       10.204  
    coh44:k=1.02041,b=7.14286        7.1429        7.1429       7.1429       7.1429        7.1429        7.1429        8.1633        8.1633        9.1837        9.1837        9.1837       10.204  
    coh45:k=0,b=8.16327              7.1429        7.1429       7.1429       7.1429        7.1429        7.1429        8.1633        8.1633        9.1837        9.1837        10.204       10.204  
    coh46:k=9.18367,b=0              8.1633        8.1633       8.1633       8.1633        8.1633        8.1633        7.1429        7.1429        7.1429        7.1429        7.1429       7.1429  
    coh47:k=8.16327,b=1.02041        8.1633        8.1633       8.1633       8.1633        8.1633        8.1633        8.1633        8.1633        9.1837        9.1837        9.1837       9.1837  
    coh48:k=7.14286,b=2.04082        8.1633        8.1633       8.1633       8.1633        8.1633        8.1633        9.1837        9.1837        9.1837        9.1837        9.1837       10.204  
    coh49:k=6.12245,b=3.06122        8.1633        8.1633       8.1633       8.1633        8.1633        8.1633        9.1837        9.1837        9.1837        9.1837        10.204       10.204  
    coh50:k=5.10204,b=4.08163        8.1633        8.1633       8.1633       8.1633        8.1633        8.1633        9.1837        9.1837        9.1837        10.204        10.204       10.204  
    coh1226:k=50,b=0                 46.939        46.939       46.939       46.939        46.939        46.939        46.939        46.939        45.918        45.918        45.918       45.918  
    coh1227:k=48.9796,b=1.02041      46.939        46.939       46.939       46.939        46.939        46.939        47.959        47.959        47.959        47.959        47.959       47.959  
    coh1228:k=47.9592,b=2.04082      46.939        46.939       46.939       46.939        46.939        46.939        47.959        47.959        47.959        47.959         48.98        48.98  
    coh1229:k=46.9388,b=3.06122      46.939        46.939       46.939       46.939        46.939        46.939        47.959        47.959        47.959         48.98         48.98        48.98  
    coh1230:k=45.9184,b=4.08163      46.939        46.939       46.939       46.939        46.939        46.939        47.959        47.959         48.98         48.98         48.98           50  
    coh1231:k=44.898,b=5.10204       46.939        46.939       46.939       46.939        46.939        46.939        47.959        47.959         48.98         48.98         48.98           50  
    coh1232:k=43.8776,b=6.12245      46.939        46.939       46.939       46.939        46.939        46.939        47.959         48.98         48.98         48.98            50           50  
    coh1233:k=42.8571,b=7.14286      46.939        46.939       46.939       46.939        46.939        46.939        47.959         48.98         48.98         48.98            50           50  
    coh1234:k=41.8367,b=8.16327      46.939        46.939       46.939       46.939        46.939        46.939        47.959         48.98         48.98         48.98            50           50  
    coh1235:k=40.8163,b=9.18367      46.939        46.939       46.939       46.939        46.939        46.939        47.959         48.98         48.98         48.98            50           50  
    coh1236:k=39.7959,b=10.2041      46.939        46.939       46.939       46.939        46.939        46.939        47.959         48.98         48.98         48.98            50           50  
    coh1237:k=38.7755,b=11.2245      46.939        46.939       46.939       46.939        46.939        46.939        47.959         48.98         48.98            50            50           50  
    coh1238:k=37.7551,b=12.2449      46.939        46.939       46.939       46.939        46.939        46.939        47.959         48.98         48.98            50            50           50  
    coh1239:k=36.7347,b=13.2653      46.939        46.939       46.939       46.939        46.939        46.939        47.959         48.98         48.98            50            50           50  
    coh1240:k=35.7143,b=14.2857      45.918        46.939       46.939       46.939        46.939        46.939        47.959         48.98         48.98            50            50           50  
    coh1241:k=34.6939,b=15.3061      45.918        45.918       46.939       46.939        46.939        46.939        47.959         48.98         48.98            50            50           50  
    coh1242:k=33.6735,b=16.3265      45.918        45.918       46.939       46.939        46.939        46.939        47.959         48.98         48.98            50            50           50  
    coh1243:k=32.6531,b=17.3469      45.918        45.918       45.918       46.939        46.939        46.939        47.959         48.98         48.98            50            50           50  
    coh1244:k=31.6327,b=18.3673      45.918        45.918       45.918       46.939        46.939        46.939        47.959         48.98         48.98            50            50           50  
    coh1245:k=30.6122,b=19.3878      45.918        45.918       45.918       45.918        46.939        46.939        47.959         48.98         48.98            50            50           50  
    coh1246:k=29.5918,b=20.4082      45.918        45.918       45.918       45.918        46.939        46.939        47.959         48.98         48.98            50            50           50  
    coh1247:k=28.5714,b=21.4286      45.918        45.918       45.918       45.918        45.918        46.939        47.959         48.98         48.98            50            50           50  
    coh1248:k=27.551,b=22.449        45.918        45.918       45.918       45.918        45.918        46.939        47.959        47.959         48.98            50            50           50  
    coh1249:k=26.5306,b=23.4694      45.918        45.918       45.918       45.918        45.918        46.939        47.959        47.959         48.98            50            50           50  
    coh1250:k=25.5102,b=24.4898      45.918        45.918       45.918       45.918        45.918        46.939        47.959        47.959         48.98            50            50           50  
    coh1251:k=24.4898,b=25.5102      45.918        45.918       45.918       45.918        45.918        45.918        47.959        47.959         48.98            50            50           50  
    coh1252:k=23.4694,b=26.5306      44.898        45.918       45.918       45.918        45.918        45.918        47.959        47.959         48.98            50            50           50  
    coh1253:k=22.449,b=27.551        44.898        45.918       45.918       45.918        45.918        45.918        47.959        47.959         48.98            50            50           50  
    coh1254:k=21.4286,b=28.5714      44.898        44.898       45.918       45.918        45.918        45.918        47.959        47.959         48.98            50            50           50  
    coh1255:k=20.4082,b=29.5918      44.898        44.898       44.898       45.918        45.918        45.918        47.959        47.959         48.98            50            50           50  
    coh1256:k=19.3878,b=30.6122      44.898        44.898       44.898       45.918        45.918        45.918        47.959        47.959         48.98         48.98            50           50  
    coh1257:k=18.3673,b=31.6327      44.898        44.898       44.898       45.918        45.918        45.918        47.959        47.959         48.98         48.98            50           50  
    coh1258:k=17.3469,b=32.6531      44.898        44.898       44.898       44.898        45.918        45.918        47.959        47.959         48.98         48.98            50           50  
    coh1259:k=16.3265,b=33.6735      44.898        44.898       44.898       44.898        45.918        45.918        46.939        47.959         48.98         48.98            50           50  
    coh1260:k=15.3061,b=34.6939      44.898        44.898       44.898       44.898        45.918        45.918        46.939        47.959         48.98         48.98            50           50  
    coh1261:k=14.2857,b=35.7143      44.898        44.898       44.898       44.898        44.898        45.918        46.939        47.959         48.98         48.98            50           50  
    coh1262:k=13.2653,b=36.7347      44.898        44.898       44.898       44.898        44.898        45.918        46.939        47.959         48.98         48.98            50           50  
    coh1263:k=12.2449,b=37.7551      44.898        44.898       44.898       44.898        44.898        45.918        46.939        47.959         48.98         48.98            50           50  
    coh1264:k=11.2245,b=38.7755      43.878        44.898       44.898       44.898        44.898        44.898        46.939        47.959        47.959         48.98            50           50  
    coh1265:k=10.2041,b=39.7959      43.878        43.878       44.898       44.898        44.898        44.898        46.939        47.959        47.959         48.98            50           50  
    coh1266:k=9.18367,b=40.8163      43.878        43.878       44.898       44.898        44.898        44.898        46.939        47.959        47.959         48.98            50           50  
    coh1267:k=8.16327,b=41.8367      43.878        43.878       43.878       44.898        44.898        44.898        46.939        47.959        47.959         48.98            50           50  
    coh1268:k=7.14286,b=42.8571      43.878        43.878       43.878       44.898        44.898        44.898        46.939        47.959        47.959         48.98            50           50  
    coh1269:k=6.12245,b=43.8776      43.878        43.878       43.878       44.898        44.898        44.898        46.939        47.959        47.959         48.98            50           50  
    coh1270:k=5.10204,b=44.898       43.878        43.878       43.878       43.878        44.898        44.898        46.939        46.939        47.959         48.98            50           50  
    coh1271:k=4.08163,b=45.9184      43.878        43.878       43.878       43.878        44.898        44.898        46.939        46.939        47.959         48.98            50           50  
    coh1272:k=3.06122,b=46.9388      43.878        43.878       43.878       43.878        44.898        44.898        46.939        46.939        47.959         48.98            50           50  
    coh1273:k=2.04082,b=47.9592      43.878        43.878       43.878       43.878        43.878        44.898        46.939        46.939        47.959         48.98            50           50  
    coh1274:k=1.02041,b=48.9796      43.878        43.878       43.878       43.878        43.878        44.898        46.939        46.939        47.959         48.98            50           50  
    coh1275:k=0,b=50                 42.857        43.878       43.878       43.878        43.878        44.898        46.939        46.939        47.959         48.98            50           50  

Display Various Containers

if (bl_display_defparam)

Display 1 support_map

    fft_container_map_display(support_map, it_display_summmat_rowmax, it_display_summmat_colmax);
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Begin: Show all key and value pairs from container
CONTAINER NAME: SUPPORT_MAP
----------------------------------------
  Map with properties:

        Count: 41
      KeyType: char
    ValueType: any

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----------------------------------------
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pos = 1 ; key = bl_display ; val = false
pos = 2 ; key = bl_display_defparam ; val = true
pos = 3 ; key = bl_display_dist ; val = false
pos = 4 ; key = bl_display_evf ; val = false
pos = 5 ; key = bl_display_final ; val = true
pos = 6 ; key = bl_display_final_dist ; val = false
pos = 7 ; key = bl_display_final_dist_detail ; val = false
pos = 8 ; key = bl_display_funcgrids ; val = false
pos = 9 ; key = bl_graph ; val = true
pos = 10 ; key = bl_graph_coh_t_coh ; val = true
pos = 11 ; key = bl_graph_evf ; val = false
pos = 12 ; key = bl_graph_funcgrids ; val = false
pos = 13 ; key = bl_graph_onebyones ; val = true
pos = 14 ; key = bl_graph_pol_lvl ; val = true
pos = 15 ; key = bl_graph_pol_pct ; val = true
pos = 16 ; key = bl_graph_val ; val = true
pos = 17 ; key = bl_img_save ; val = false
pos = 18 ; key = bl_mat ; val = false
pos = 19 ; key = bl_post ; val = true
pos = 20 ; key = bl_profile ; val = false
pos = 21 ; key = bl_profile_dist ; val = false
pos = 22 ; key = bl_time ; val = false
pos = 23 ; key = it_display_every ; val = 5
pos = 24 ; key = it_display_final_colmax ; val = 12
pos = 25 ; key = it_display_final_rowmax ; val = 100
pos = 26 ; key = it_display_summmat_colmax ; val = 7
pos = 27 ; key = it_display_summmat_rowmax ; val = 7
pos = 28 ; key = st_img_name_main ; val = ff_akz_vf_vec_default
pos = 29 ; key = st_img_path ; val = C:/Users/fan/CodeDynaAsset//m_akz//solve/img/
pos = 30 ; key = st_img_prefix ; val = 
pos = 31 ; key = st_img_suffix ; val = _p4.png
pos = 32 ; key = st_mat_name_main ; val = ff_akz_vf_vec_default
pos = 33 ; key = st_mat_path ; val = C:/Users/fan/CodeDynaAsset//m_akz//solve/mat/
pos = 34 ; key = st_mat_prefix ; val = 
pos = 35 ; key = st_mat_suffix ; val = _p4
pos = 36 ; key = st_matimg_path_root ; val = C:/Users/fan/CodeDynaAsset//m_akz/
pos = 37 ; key = st_profile_name_main ; val = ff_akz_vf_vec_default
pos = 38 ; key = st_profile_path ; val = C:/Users/fan/CodeDynaAsset//m_akz//solve/profile/
pos = 39 ; key = st_profile_prefix ; val = 
pos = 40 ; key = st_profile_suffix ; val = _p4
pos = 41 ; key = st_title_prefix ; val = 
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Scalars in Container and Sizes and Basic Statistics
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                                    i     idx    value
                                    __    ___    _____

    bl_display                       1     1        0 
    bl_display_defparam              2     2        1 
    bl_display_dist                  3     3        0 
    bl_display_evf                   4     4        0 
    bl_display_final                 5     5        1 
    bl_display_final_dist            6     6        0 
    bl_display_final_dist_detail     7     7        0 
    bl_display_funcgrids             8     8        0 
    bl_graph                         9     9        1 
    bl_graph_coh_t_coh              10    10        1 
    bl_graph_evf                    11    11        0 
    bl_graph_funcgrids              12    12        0 
    bl_graph_onebyones              13    13        1 
    bl_graph_pol_lvl                14    14        1 
    bl_graph_pol_pct                15    15        1 
    bl_graph_val                    16    16        1 
    bl_img_save                     17    17        0 
    bl_mat                          18    18        0 
    bl_post                         19    19        1 
    bl_profile                      20    20        0 
    bl_profile_dist                 21    21        0 
    bl_time                         22    22        0 
    it_display_every                23    23        5 
    it_display_final_colmax         24    24       12 
    it_display_final_rowmax         25    25      100 
    it_display_summmat_colmax       26    26        7 
    it_display_summmat_rowmax       27    27        7 

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Strings in Container and Sizes and Basic Statistics
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                            i     idx
                            __    ___

    st_img_name_main         1    28 
    st_img_path              2    29 
    st_img_prefix            3    30 
    st_img_suffix            4    31 
    st_mat_name_main         5    32 
    st_mat_path              6    33 
    st_mat_prefix            7    34 
    st_mat_suffix            8    35 
    st_matimg_path_root      9    36 
    st_profile_name_main    10    37 
    st_profile_path         11    38 
    st_profile_prefix       12    39 
    st_profile_suffix       13    40 
    st_title_prefix         14    41 

Display 2 armt_map

    fft_container_map_display(armt_map, it_display_summmat_rowmax, it_display_summmat_colmax);
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Begin: Show all key and value pairs from container
CONTAINER NAME: ARMT_MAP
----------------------------------------
  Map with properties:

        Count: 17
      KeyType: char
    ValueType: any

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pos = 1 ; key = ar_a_meshk ;rown= 1275 ,coln= 1
ar_a_meshk :mu= 16.6667 ,sd= 12.1453 ,min= 0 ,max= 50
                     zi_1_c1
                     _______

    zi_1_R1               0 
    zi_2_R2          1.0204 
    zi_3_R3               0 
    zi_638_R638      28.571 
    zi_1273_r1273    2.0408 
    zi_1274_r1274    1.0204 
    zi_1275_r1275         0 

pos = 2 ; key = ar_a_mw_wth_na ;rown= 2500 ,coln= 1
ar_a_mw_wth_na :mu= NaN ,sd= NaN ,min= 0 ,max= 50
                     zi_1_c1
                     _______

    zi_1_R1               0 
    zi_2_R2             NaN 
    zi_3_R3             NaN 
    zi_1250_r1250       NaN 
    zi_2498_r2498    2.0408 
    zi_2499_r2499    1.0204 
    zi_2500_r2500         0 

pos = 3 ; key = ar_interp_c_grid ;rown= 1 ,coln= 572761
ar_interp_c_grid :mu= 28.6391 ,sd= 16.5342 ,min= 0.001 ,max= 57.2772
               zi_1_C1    zi_2_C2    zi_3_C3    zi_286381_c286381    zi_572759_c572759    zi_572760_c572760    zi_572761_c572761
               _______    _______    _______    _________________    _________________    _________________    _________________

    zi_1_r1     0.001     0.0011     0.0012          28.639               57.277               57.277               57.277      

pos = 4 ; key = ar_interp_coh_grid ;rown= 1 ,coln= 568
ar_interp_coh_grid :mu= 28.8604 ,sd= 16.4498 ,min= 0.44365 ,max= 57.2772
               zi_1_C1    zi_2_C2    zi_3_C3    zi_284_c284    zi_566_c566    zi_567_c567    zi_568_c568
               _______    _______    _______    ___________    ___________    ___________    ___________

    zi_1_r1    0.44365    0.54388    0.64412       28.81         57.077         57.177         57.277   

pos = 5 ; key = ar_k ;rown= 1 ,coln= 50
ar_k :mu= 25 ,sd= 14.8749 ,min= 0 ,max= 50
               zi_1_C1    zi_2_C2    zi_3_C3    zi_25_c25    zi_48_c48    zi_49_c49    zi_50_c50
               _______    _______    _______    _________    _________    _________    _________

    zi_1_r1       0       1.0204     2.0408       24.49       47.959        48.98         50    

pos = 6 ; key = ar_k_mesha ;rown= 1275 ,coln= 1
ar_k_mesha :mu= 16.6667 ,sd= 12.1453 ,min= 0 ,max= 50
                     zi_1_c1
                     _______

    zi_1_R1               0 
    zi_2_R2               0 
    zi_3_R3          1.0204 
    zi_638_R638      7.1429 
    zi_1273_r1273    47.959 
    zi_1274_r1274     48.98 
    zi_1275_r1275        50 

pos = 7 ; key = ar_k_mw_wth_na ;rown= 2500 ,coln= 1
ar_k_mw_wth_na :mu= NaN ,sd= NaN ,min= 0 ,max= 50
                     zi_1_c1
                     _______

    zi_1_R1               0 
    zi_2_R2             NaN 
    zi_3_R3             NaN 
    zi_1250_r1250       NaN 
    zi_2498_r2498    47.959 
    zi_2499_r2499     48.98 
    zi_2500_r2500        50 

pos = 8 ; key = ar_stationary ;rown= 1 ,coln= 15
ar_stationary :mu= 0.066667 ,sd= 0.060897 ,min= 0.0027089 ,max= 0.16757
                zi_1_C1      zi_2_C2     zi_3_C3     zi_8_C8    zi_13_c13    zi_14_c14    zi_15_c15
               _________    _________    ________    _______    _________    _________    _________

    zi_1_r1    0.0027089    0.0069499    0.018507    0.16757    0.018507     0.0069499    0.0027089

pos = 9 ; key = ar_w ;rown= 1 ,coln= 50
ar_w :mu= 25 ,sd= 14.8749 ,min= 0 ,max= 50
               zi_1_C1    zi_2_C2    zi_3_C3    zi_25_c25    zi_48_c48    zi_49_c49    zi_50_c50
               _______    _______    _______    _________    _________    _________    _________

    zi_1_r1       0       1.0204     2.0408       24.49       47.959        48.98         50    

pos = 10 ; key = ar_z ;rown= 1 ,coln= 15
ar_z :mu= 1.1347 ,sd= 0.69878 ,min= 0.34741 ,max= 2.567
               zi_1_C1    zi_2_C2    zi_3_C3    zi_8_C8    zi_13_c13    zi_14_c14    zi_15_c15
               _______    _______    _______    _______    _________    _________    _________

    zi_1_r1    0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  

pos = 11 ; key = it_ameshk_n ; val = 1275
pos = 12 ; key = mt_coh_wkb ;rown= 1275 ,coln= 15
mt_coh_wkb :mu= 35.7035 ,sd= 12.4237 ,min= 0.44365 ,max= 57.2772
                     zi_1_C1    zi_2_C2    zi_3_C3    zi_8_C8    zi_13_c13    zi_14_c14    zi_15_c15
                     _______    _______    _______    _______    _________    _________    _________

    zi_1_R1          0.44365    0.44365    0.44365    0.44365     0.44365      0.44365      0.44365 
    zi_2_R2           1.4896     1.4896     1.4896     1.4896      1.4896       1.4896       1.4896 
    zi_3_R3           1.7324     1.7861     1.8481     2.3337      3.3256        3.624       3.9682 
    zi_638_R638       37.006     37.114     37.239     38.217      40.216       40.817       41.511 
    zi_1273_r1273     48.057     48.272      48.52     50.462      54.429       55.622       56.998 
    zi_1274_r1274     47.961     48.177     48.427     50.384      54.381       55.583        56.97 
    zi_1275_r1275     47.864     48.082     48.334     50.305      54.332       55.543       56.941 

pos = 13 ; key = mt_interp_coh_grid_mesh_z ;rown= 568 ,coln= 15
mt_interp_coh_grid_mesh_z :mu= 28.8604 ,sd= 16.4363 ,min= 0.44365 ,max= 57.2772
                   zi_1_C1    zi_2_C2    zi_3_C3    zi_8_C8    zi_13_c13    zi_14_c14    zi_15_c15
                   _______    _______    _______    _______    _________    _________    _________

    zi_1_R1        0.44365    0.44365    0.44365    0.44365     0.44365      0.44365      0.44365 
    zi_2_R2        0.54388    0.54388    0.54388    0.54388     0.54388      0.54388      0.54388 
    zi_3_R3        0.64412    0.64412    0.64412    0.64412     0.64412      0.64412      0.64412 
    zi_284_r284      28.81      28.81      28.81      28.81       28.81        28.81        28.81 
    zi_566_r566     57.077     57.077     57.077     57.077      57.077       57.077       57.077 
    zi_567_r567     57.177     57.177     57.177     57.177      57.177       57.177       57.177 
    zi_568_r568     57.277     57.277     57.277     57.277      57.277       57.277       57.277 

pos = 14 ; key = mt_k_wth_na ;rown= 50 ,coln= 50
mt_k_wth_na :mu= NaN ,sd= NaN ,min= 0 ,max= 50
                 zi_1_C1    zi_2_C2    zi_3_C3    zi_25_c25    zi_48_c48    zi_49_c49    zi_50_c50
                 _______    _______    _______    _________    _________    _________    _________

    zi_1_R1          0           0          0           0            0            0            0  
    zi_2_R2        NaN      1.0204     1.0204      1.0204       1.0204       1.0204       1.0204  
    zi_3_R3        NaN         NaN     2.0408      2.0408       2.0408       2.0408       2.0408  
    zi_25_r25      NaN         NaN        NaN       24.49        24.49        24.49        24.49  
    zi_48_r48      NaN         NaN        NaN         NaN       47.959       47.959       47.959  
    zi_49_r49      NaN         NaN        NaN         NaN          NaN        48.98        48.98  
    zi_50_r50      NaN         NaN        NaN         NaN          NaN          NaN           50  

pos = 15 ; key = mt_z_mesh_coh_interp_grid ;rown= 568 ,coln= 15
mt_z_mesh_coh_interp_grid :mu= 1.1347 ,sd= 0.67512 ,min= 0.34741 ,max= 2.567
                   zi_1_C1    zi_2_C2    zi_3_C3    zi_8_C8    zi_13_c13    zi_14_c14    zi_15_c15
                   _______    _______    _______    _______    _________    _________    _________

    zi_1_R1        0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  
    zi_2_R2        0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  
    zi_3_R3        0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  
    zi_284_r284    0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  
    zi_566_r566    0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  
    zi_567_r567    0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  
    zi_568_r568    0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  

pos = 16 ; key = mt_z_mesh_coh_wkb ;rown= 1275 ,coln= 15
mt_z_mesh_coh_wkb :mu= 1.1347 ,sd= 0.6751 ,min= 0.34741 ,max= 2.567
                     zi_1_C1    zi_2_C2    zi_3_C3    zi_8_C8    zi_13_c13    zi_14_c14    zi_15_c15
                     _______    _______    _______    _______    _________    _________    _________

    zi_1_R1          0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  
    zi_2_R2          0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  
    zi_3_R3          0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  
    zi_638_R638      0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  
    zi_1273_r1273    0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  
    zi_1274_r1274    0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  
    zi_1275_r1275    0.34741    0.40076    0.4623     0.94436     1.9291       2.2253        2.567  

pos = 17 ; key = mt_z_trans ;rown= 15 ,coln= 15
mt_z_trans :mu= 0.066667 ,sd= 0.095337 ,min= 0 ,max= 0.27902
                  zi_1_C1       zi_2_C2       zi_3_C3       zi_8_C8      zi_13_c13     zi_14_c14     zi_15_c15 
                 __________    __________    __________    __________    __________    __________    __________

    zi_1_R1         0.26016       0.26831       0.25551    0.00012823    2.7001e-13    1.1102e-15             0
    zi_2_R2         0.11232       0.19622        0.2763    0.00098855    1.5289e-11    9.3592e-14    3.3307e-16
    zi_3_R3        0.037073       0.10492        0.2185     0.0055558    6.2811e-10    5.7438e-12    3.1863e-14
    zi_8_R8      1.7181e-06    4.1008e-05    0.00061112       0.27902    0.00061112    4.1008e-05    1.7181e-06
    zi_13_r13    3.1909e-14    5.7438e-12    6.2811e-10     0.0055558        0.2185       0.10492      0.037073
    zi_14_r14     3.474e-16    9.3597e-14    1.5289e-11    0.00098855        0.2763       0.19622       0.11232
    zi_15_r15    2.7412e-18    1.1057e-15    2.6998e-13    0.00012823       0.25551       0.26831       0.26016

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Matrix in Container and Sizes and Basic Statistics
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                                 i     idx    rowN       colN         mean        std          min         max  
                                 __    ___    ____    __________    ________    ________    _________    _______

    ar_a_meshk                    1     1     1275             1      16.667      12.145            0         50
    ar_a_mw_wth_na                2     2     2500             1         NaN         NaN            0         50
    ar_interp_c_grid              3     3        1    5.7276e+05      28.639      16.534        0.001     57.277
    ar_interp_coh_grid            4     4        1           568       28.86       16.45      0.44365     57.277
    ar_k                          5     5        1            50          25      14.875            0         50
    ar_k_mesha                    6     6     1275             1      16.667      12.145            0         50
    ar_k_mw_wth_na                7     7     2500             1         NaN         NaN            0         50
    ar_stationary                 8     8        1            15    0.066667    0.060897    0.0027089    0.16757
    ar_w                          9     9        1            50          25      14.875            0         50
    ar_z                         10    10        1            15      1.1347     0.69878      0.34741      2.567
    mt_coh_wkb                   11    12     1275            15      35.704      12.424      0.44365     57.277
    mt_interp_coh_grid_mesh_z    12    13      568            15       28.86      16.436      0.44365     57.277
    mt_k_wth_na                  13    14       50            50         NaN         NaN            0         50
    mt_z_mesh_coh_interp_grid    14    15      568            15      1.1347     0.67512      0.34741      2.567
    mt_z_mesh_coh_wkb            15    16     1275            15      1.1347      0.6751      0.34741      2.567
    mt_z_trans                   16    17       15            15    0.066667    0.095337            0    0.27902

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Scalars in Container and Sizes and Basic Statistics
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                   i    idx    value
                   _    ___    _____

    it_ameshk_n    1    11     1275 

Display 3 param_map

    fft_container_map_display(param_map, it_display_summmat_rowmax, it_display_summmat_colmax);
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Begin: Show all key and value pairs from container
CONTAINER NAME: PARAM_MAP
----------------------------------------
  Map with properties:

        Count: 32
      KeyType: char
    ValueType: any

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pos = 1 ; key = bl_default ; val = 0
pos = 2 ; key = fl_Amean ; val = 1
pos = 3 ; key = fl_alpha ; val = 0.36
pos = 4 ; key = fl_b_bd ; val = 0
pos = 5 ; key = fl_beta ; val = 0.94
pos = 6 ; key = fl_c_min ; val = 0.001
pos = 7 ; key = fl_coh_interp_grid_gap ; val = 0.1
pos = 8 ; key = fl_crra ; val = 1.5
pos = 9 ; key = fl_default_aprime ; val = 0
pos = 10 ; key = fl_delta ; val = 0.08
pos = 11 ; key = fl_k_min ; val = 0
pos = 12 ; key = fl_nan_replace ; val = -9999
pos = 13 ; key = fl_r_borr ; val = 0.025
pos = 14 ; key = fl_r_save ; val = 0.025
pos = 15 ; key = fl_tol_dist ; val = 1e-05
pos = 16 ; key = fl_tol_pol ; val = 1e-05
pos = 17 ; key = fl_tol_val ; val = 1e-05
pos = 18 ; key = fl_w ; val = 0.44365
pos = 19 ; key = fl_w_max ; val = 50
pos = 20 ; key = fl_z_mu ; val = 0
pos = 21 ; key = fl_z_rho ; val = 0.8
pos = 22 ; key = fl_z_sig ; val = 0.2
pos = 23 ; key = it_ak_n ; val = 50
pos = 24 ; key = it_c_interp_grid_gap ; val = 0.0001
pos = 25 ; key = it_maxiter_dist ; val = 1000
pos = 26 ; key = it_maxiter_val ; val = 250
pos = 27 ; key = it_tol_pol_nochange ; val = 25
pos = 28 ; key = it_trans_power_dist ; val = 1000
pos = 29 ; key = it_w_n ; val = 50
pos = 30 ; key = it_z_n ; val = 15
pos = 31 ; key = st_analytical_stationary_type ; val = eigenvector
pos = 32 ; key = st_model ; val = akz_wkz_iwkz
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Scalars in Container and Sizes and Basic Statistics
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                              i     idx     value 
                              __    ___    _______

    bl_default                 1     1           0
    fl_Amean                   2     2           1
    fl_alpha                   3     3        0.36
    fl_b_bd                    4     4           0
    fl_beta                    5     5        0.94
    fl_c_min                   6     6       0.001
    fl_coh_interp_grid_gap     7     7         0.1
    fl_crra                    8     8         1.5
    fl_default_aprime          9     9           0
    fl_delta                  10    10        0.08
    fl_k_min                  11    11           0
    fl_nan_replace            12    12       -9999
    fl_r_borr                 13    13       0.025
    fl_r_save                 14    14       0.025
    fl_tol_dist               15    15       1e-05
    fl_tol_pol                16    16       1e-05
    fl_tol_val                17    17       1e-05
    fl_w                      18    18     0.44365
    fl_w_max                  19    19          50
    fl_z_mu                   20    20           0
    fl_z_rho                  21    21         0.8
    fl_z_sig                  22    22         0.2
    it_ak_n                   23    23          50
    it_c_interp_grid_gap      24    24      0.0001
    it_maxiter_dist           25    25        1000
    it_maxiter_val            26    26         250
    it_tol_pol_nochange       27    27          25
    it_trans_power_dist       28    28        1000
    it_w_n                    29    29          50
    it_z_n                    30    30          15

----------------------------------------
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Strings in Container and Sizes and Basic Statistics
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                                     i    idx
                                     _    ___

    st_analytical_stationary_type    1    31 
    st_model                         2    32 

Display 4 func_map

    fft_container_map_display(func_map, it_display_summmat_rowmax, it_display_summmat_colmax);
----------------------------------------
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Begin: Show all key and value pairs from container
CONTAINER NAME: FUNC_MAP
----------------------------------------
  Map with properties:

        Count: 7
      KeyType: char
    ValueType: any

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----------------------------------------
----------------------------------------
pos = 1 ; key = f_coh ; val = @(z,b,k)(f_prod(z,k)+k*(1-fl_delta)+fl_w+b.*(1+fl_r_save).*(b>0)+b.*(1+fl_r_borr).*(b<=0))
pos = 2 ; key = f_cons ; val = @(coh,bprime,kprime)(coh-kprime-bprime)
pos = 3 ; key = f_inc ; val = @(z,b,k)(f_prod(z,k)-(fl_delta)*k+fl_w+b.*(fl_r_save).*(b>0)+b.*(fl_r_borr).*(b<=0))
pos = 4 ; key = f_prod ; val = @(z,k)((fl_Amean.*(z)).*(k.^(fl_alpha)))
pos = 5 ; key = f_util_crra ; val = @(c)(((c).^(1-fl_crra)-1)./(1-fl_crra))
pos = 6 ; key = f_util_log ; val = @(c)log(c)
pos = 7 ; key = f_util_standin ; val = @(z,b,k)f_util_log(f_coh(z,b,k).*(f_coh(z,b,k)>0)+fl_c_min.*(f_coh(z,b,k)<=0))
----------------------------------------
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Scalars in Container and Sizes and Basic Statistics
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                      i    idx    xFunction
                      _    ___    _________

    f_coh             1     1         1    
    f_cons            2     2         2    
    f_inc             3     3         3    
    f_prod            4     4         4    
    f_util_crra       5     5         5    
    f_util_log        6     6         6    
    f_util_standin    7     7         7    

Display 5 result_map

    fft_container_map_display(result_map, it_display_summmat_rowmax, it_display_summmat_colmax);
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Begin: Show all key and value pairs from container
CONTAINER NAME: RESULT_MAP
----------------------------------------
  Map with properties:

        Count: 13
      KeyType: char
    ValueType: any

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----------------------------------------
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pos = 1 ; key = ar_pol_diff_norm ;rown= 100 ,coln= 1
ar_pol_diff_norm :mu= 63.3948 ,sd= 296.4925 ,min= 0 ,max= 2790.3913
                   zi_1_c1
                   _______

    zi_1_R1        276.59 
    zi_2_R2        2790.4 
    zi_3_R3        920.98 
    zi_50_R50      14.289 
    zi_98_R98           0 
    zi_99_R99           0 
    zi_100_r100         0 

pos = 2 ; key = ar_st_pol_names ; val = cl_mt_coh cl_mt_pol_a cl_mt_pol_k cl_mt_pol_c
pos = 3 ; key = ar_val_diff_norm ;rown= 100 ,coln= 1
ar_val_diff_norm :mu= 18.9698 ,sd= 39.3221 ,min= 0.11317 ,max= 227.0448
                   zi_1_c1
                   _______

    zi_1_R1         227.04
    zi_2_R2         179.64
    zi_3_R3         151.16
    zi_50_R50        2.611
    zi_98_R98      0.12809
    zi_99_R99       0.1204
    zi_100_r100    0.11317

pos = 4 ; key = cl_mt_coh ;rown= 1275 ,coln= 15
cl_mt_coh :mu= 35.7035 ,sd= 12.4237 ,min= 0.44365 ,max= 57.2772
                     zi_1_C1    zi_2_C2    zi_3_C3    zi_8_C8    zi_13_c13    zi_14_c14    zi_15_c15
                     _______    _______    _______    _______    _________    _________    _________

    zi_1_R1          0.44365    0.44365    0.44365    0.44365     0.44365      0.44365      0.44365 
    zi_2_R2           1.4896     1.4896     1.4896     1.4896      1.4896       1.4896       1.4896 
    zi_3_R3           1.7324     1.7861     1.8481     2.3337      3.3256        3.624       3.9682 
    zi_638_R638       37.006     37.114     37.239     38.217      40.216       40.817       41.511 
    zi_1273_r1273     48.057     48.272      48.52     50.462      54.429       55.622       56.998 
    zi_1274_r1274     47.961     48.177     48.427     50.384      54.381       55.583        56.97 
    zi_1275_r1275     47.864     48.082     48.334     50.305      54.332       55.543       56.941 

pos = 5 ; key = cl_mt_cons ;rown= 1275 ,coln= 15
cl_mt_cons :mu= 4.1196 ,sd= 0.94111 ,min= 0.44365 ,max= 7.2772
                     zi_1_C1    zi_2_C2    zi_3_C3    zi_8_C8    zi_13_c13    zi_14_c14    zi_15_c15
                     _______    _______    _______    _______    _________    _________    _________

    zi_1_R1          0.44365    0.44365    0.44365    0.44365     0.44365      0.44365      0.44365 
    zi_2_R2          0.46916    0.46916    0.46916    0.46916     0.46916      0.46916      0.46916 
    zi_3_R3          0.71196     0.7657    0.82769     1.3133      1.2848       1.5831       1.9274 
    zi_638_R638       4.3528     3.4407     3.5656     4.5439      4.5016       5.1028       4.7759 
    zi_1273_r1273     4.1798     4.3947     4.6426     4.5436       5.449       5.6219       6.9985 
    zi_1274_r1274     4.0833     4.2999     4.5497     4.4654       5.401        5.583         6.97 
    zi_1275_r1275     5.0071     4.2048     4.4565     5.4073      5.3522       5.5431       6.9405 

pos = 6 ; key = cl_mt_pol_a ;rown= 1275 ,coln= 15
cl_mt_pol_a :mu= 23.399 ,sd= 11.8889 ,min= 0 ,max= 44.898
                     zi_1_C1    zi_2_C2    zi_3_C3    zi_8_C8    zi_13_c13    zi_14_c14    zi_15_c15
                     _______    _______    _______    _______    _________    _________    _________

    zi_1_R1               0          0          0          0           0            0            0  
    zi_2_R2               0          0          0          0           0            0            0  
    zi_3_R3               0          0          0          0           0            0            0  
    zi_638_R638      30.612     31.633     30.612     27.551      20.408       17.347       14.286  
    zi_1273_r1273    41.837     41.837     40.816     39.796      33.673       31.633       29.592  
    zi_1274_r1274    41.837     41.837     40.816     39.796      33.673       31.633       29.592  
    zi_1275_r1275    40.816     41.837     40.816     38.776      33.673       31.633       29.592  

pos = 7 ; key = cl_mt_pol_c ;rown= 1275 ,coln= 15
cl_mt_pol_c :mu= 4.1196 ,sd= 0.94111 ,min= 0.44365 ,max= 7.2772
                     zi_1_C1    zi_2_C2    zi_3_C3    zi_8_C8    zi_13_c13    zi_14_c14    zi_15_c15
                     _______    _______    _______    _______    _________    _________    _________

    zi_1_R1          0.44365    0.44365    0.44365    0.44365     0.44365      0.44365      0.44365 
    zi_2_R2          0.46916    0.46916    0.46916    0.46916     0.46916      0.46916      0.46916 
    zi_3_R3          0.71196     0.7657    0.82769     1.3133      1.2848       1.5831       1.9274 
    zi_638_R638       4.3528     3.4407     3.5656     4.5439      4.5016       5.1028       4.7759 
    zi_1273_r1273     4.1798     4.3947     4.6426     4.5436       5.449       5.6219       6.9985 
    zi_1274_r1274     4.0833     4.2999     4.5497     4.4654       5.401        5.583         6.97 
    zi_1275_r1275     5.0071     4.2048     4.4565     5.4073      5.3522       5.5431       6.9405 

pos = 8 ; key = cl_mt_pol_k ;rown= 1275 ,coln= 15
cl_mt_pol_k :mu= 8.185 ,sd= 5.8646 ,min= 0 ,max= 22.449
                     zi_1_C1    zi_2_C2    zi_3_C3    zi_8_C8    zi_13_c13    zi_14_c14    zi_15_c15
                     _______    _______    _______    _______    _________    _________    _________

    zi_1_R1               0          0          0          0           0            0            0  
    zi_2_R2          1.0204     1.0204     1.0204     1.0204      1.0204       1.0204       1.0204  
    zi_3_R3          1.0204     1.0204     1.0204     1.0204      2.0408       2.0408       2.0408  
    zi_638_R638      2.0408     2.0408     3.0612     6.1224      15.306       18.367       22.449  
    zi_1273_r1273    2.0408     2.0408     3.0612     6.1224      15.306       18.367       20.408  
    zi_1274_r1274    2.0408     2.0408     3.0612     6.1224      15.306       18.367       20.408  
    zi_1275_r1275    2.0408     2.0408     3.0612     6.1224      15.306       18.367       20.408  

pos = 9 ; key = mt_pol_perc_change ;rown= 100 ,coln= 15
mt_pol_perc_change :mu= 0.069308 ,sd= 0.18182 ,min= 0 ,max= 1
                   zi_1_C1     zi_2_C2       zi_3_C3       zi_8_C8      zi_13_c13     zi_14_c14     zi_15_c15 
                   _______    __________    __________    __________    __________    __________    __________

    zi_1_R1              1             1             1             1             1             1             1
    zi_2_R2        0.99137       0.99137       0.98549       0.95804       0.80157          0.72       0.63529
    zi_3_R3        0.65176       0.65098       0.52314       0.62275       0.63294        0.5949       0.62627
    zi_50_R50            0    0.00078431    0.00039216    0.00078431    0.00078431    0.00078431    0.00078431
    zi_98_R98            0             0             0             0             0             0             0
    zi_99_R99            0             0             0             0             0             0             0
    zi_100_r100          0             0             0             0             0             0             0

pos = 10 ; key = mt_val ;rown= 1275 ,coln= 15
mt_val :mu= 13.5293 ,sd= 2.155 ,min= -16.6792 ,max= 16.5973
                     zi_1_C1    zi_2_C2    zi_3_C3    zi_8_C8    zi_13_c13    zi_14_c14    zi_15_c15
                     _______    _______    _______    _______    _________    _________    _________

    zi_1_R1          -16.679    -16.679    -16.679    -16.679     -16.679      -16.679      -16.679 
    zi_2_R2           1.6951     1.9479     2.2271     3.8278      6.0229       6.4636       6.8568 
    zi_3_R3           2.2448     2.5822     2.9487     5.0025      8.0338       8.5908       9.0897 
    zi_638_R638       13.308     13.382      13.47     14.046      14.929       15.144       15.363 
    zi_1273_r1273     14.587      14.66     14.743     15.295      16.162       16.376       16.583 
    zi_1274_r1274     14.576      14.65     14.734     15.287      16.158       16.373       16.581 
    zi_1275_r1275     14.566     14.639     14.724      15.28      16.155        16.37       16.579 

pos = 11 ; key = tb_pol_a ;rown= 100 ,coln= 12
tb_pol_a :mu= 19.7602 ,sd= 19.0738 ,min= 0 ,max= 44.898
                   zi_1_C1    zi_2_C2    zi_3_C3    zi_6_C6    zi_10_c10    zi_11_c11    zi_12_c12
                   _______    _______    _______    _______    _________    _________    _________

    zi_1_R1             0          0          0          0           0            0            0  
    zi_2_R2             0          0          0          0           0            0            0  
    zi_3_R3             0          0          0          0           0            0            0  
    zi_50_R50      6.1224     6.1224      5.102     4.0816           0            0            0  
    zi_98_R98      41.837     41.837     40.816     40.816      33.673       31.633       29.592  
    zi_99_R99      41.837     41.837     40.816     40.816      33.673       31.633       29.592  
    zi_100_r100    40.816     41.837     40.816     40.816      33.673       31.633       29.592  

pos = 12 ; key = tb_val ;rown= 100 ,coln= 12
tb_val :mu= 11.6227 ,sd= 4.8814 ,min= -16.6792 ,max= 16.5973
                   zi_1_C1    zi_2_C2    zi_3_C3    zi_6_C6    zi_10_c10    zi_11_c11    zi_12_c12
                   _______    _______    _______    _______    _________    _________    _________

    zi_1_R1        -16.679    -16.679    -16.679    -16.679     -16.679      -16.679      -16.679 
    zi_2_R2         1.6951     1.9479     2.2271     3.1427      6.0229       6.4636       6.8568 
    zi_3_R3         2.2448     2.5822     2.9487     4.1353      8.0338       8.5908       9.0897 
    zi_50_R50       7.6309      7.818     8.0283     8.7664      11.134       11.533       11.901 
    zi_98_R98       14.587      14.66     14.743     15.045      16.162       16.376       16.583 
    zi_99_R99       14.576      14.65     14.734     15.036      16.158       16.373       16.581 
    zi_100_r100     14.566     14.639     14.724     15.027      16.155        16.37       16.579 

pos = 13 ; key = tb_valpol_alliter ;rown= 100 ,coln= 17
tb_valpol_alliter :mu= 4.9061 ,sd= 73.7979 ,min= 0 ,max= 2790.3913
                   zi_1_C1    zi_2_C2    zi_3_C3     zi_9_C9      zi_15_c15     zi_16_c16     zi_17_c17 
                   _______    _______    _______    __________    __________    __________    __________

    zi_1_R1         227.04    276.59           1             1             1             1             1
    zi_2_R2         179.64    2790.4     0.99137       0.96902       0.80157          0.72       0.63529
    zi_3_R3         151.16    920.98     0.65176       0.71686       0.63294        0.5949       0.62627
    zi_50_R50        2.611    14.289           0    0.00039216    0.00078431    0.00078431    0.00078431
    zi_98_R98      0.12809         0           0             0             0             0             0
    zi_99_R99       0.1204         0           0             0             0             0             0
    zi_100_r100    0.11317         0           0             0             0             0             0

----------------------------------------
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Matrix in Container and Sizes and Basic Statistics
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                          i     idx    rowN    colN      mean        std        min       max  
                          __    ___    ____    ____    ________    _______    _______    ______

    ar_pol_diff_norm       1     1      100      1       63.395     296.49          0    2790.4
    ar_val_diff_norm       2     3      100      1        18.97     39.322    0.11317    227.04
    cl_mt_coh              3     4     1275     15       35.704     12.424    0.44365    57.277
    cl_mt_cons             4     5     1275     15       4.1196    0.94111    0.44365    7.2772
    cl_mt_pol_a            5     6     1275     15       23.399     11.889          0    44.898
    cl_mt_pol_c            6     7     1275     15       4.1196    0.94111    0.44365    7.2772
    cl_mt_pol_k            7     8     1275     15        8.185     5.8646          0    22.449
    mt_pol_perc_change     8     9      100     15     0.069308    0.18182          0         1
    mt_val                 9    10     1275     15       13.529      2.155    -16.679    16.597
    tb_pol_a              10    11      100     12        19.76     19.074          0    44.898
    tb_val                11    12      100     12       11.623     4.8814    -16.679    16.597
    tb_valpol_alliter     12    13      100     17       4.9061     73.798          0    2790.4

----------------------------------------
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Strings in Container and Sizes and Basic Statistics
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                       i    idx
                       _    ___

    ar_st_pol_names    1     2 

end
end
ans = 

  Map with properties:

        Count: 13
      KeyType: char
    ValueType: any