For Inf Tabulate Value and Policy Iteration Results, Store to Mat, Graph Results

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Contents

function [result_map] = ff_az_fibs_vf_post(varargin)

FF_AZ_FIBS_VF_POST post formal informal results

In addition to regular post results

@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.

@param result_map container contains policy function matrix, value function matrix, iteration results

@return result_map container add coh consumption and other matrixes to result_map also add table versions of val pol and iter matries

@example

  bl_input_override = true;
  result_map = containers.Map('KeyType','char', 'ValueType','any');
  result_map('mt_val') = mt_val;
  result_map('mt_pol_a') = mt_pol_a;
  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_az_vf_post(param_map, support_map, armt_map, func_map, result_map, bl_input_override);

@include

Default

if (~isempty(varargin))

    % if invoked from outside overrid fully
    [param_map, support_map, armt_map, func_map, result_map] = varargin{:};

else

    clear all;
    close all;

    % 1. internal invoke for testing
    it_param_set = 4;
    bl_input_override = true;

    % 2. Get Parameters
    [param_map, support_map] = ffs_abzr_fibs_set_default_param(it_param_set);
    [armt_map, func_map] = ffs_abzr_fibs_get_funcgrid(param_map, support_map, bl_input_override); % 1 for override

    % 3. Get Arrays and Functions
    params_group = values(param_map, {'it_a_n', 'it_z_n'});
    [it_a_n, it_z_n] = params_group{:};
    params_group = values(armt_map, {'ar_a'});
    [ar_a] = params_group{:};
    params_group = values(armt_map, {'ar_z_r_infbr_mesh_wage', 'ar_z_wage_mesh_r_infbr'});
    [ar_z_r_inf_mesh_wage, ar_z_wage_mesh_r_inf] = params_group{:};
    params_group = values(func_map, {'f_util_standin', 'f_cons_coh_fbis', 'f_cons_coh_save', 'f_coh'});
    [f_util_standin, f_cons_coh_fbis, f_cons_coh_save, f_coh] = params_group{:};

    % 4. Value Default
    mt_val = f_util_standin(ar_z_r_inf_mesh_wage, ar_a');

    % 5. default optimal asset choices (overall, interesint + principle from
    % different formal and informal sources following how model is solved)
    mt_pol_a = zeros(size(mt_val)) + ...
        ar_a'*(cumsum(sort(ar_z_r_inf_mesh_wage))/sum(ar_z_r_inf_mesh_wage)*0.4 + 0.4);

    % 6. Default COH
    mt_coh = f_coh(ar_z_r_inf_mesh_wage, ar_a');

    % 7. Set Default Consumption
    mt_pol_a_pos_idx = (mt_pol_a > 0);
    mt_pol_cons = zeros(size(mt_pol_a));
    mt_pol_cons(mt_pol_a_pos_idx) = f_cons_coh_save(mt_coh(mt_pol_a_pos_idx), mt_pol_a(mt_pol_a_pos_idx));
    mt_pol_cons(~mt_pol_a_pos_idx) = f_cons_coh_fbis(mt_coh(~mt_pol_a_pos_idx), mt_pol_a(~mt_pol_a_pos_idx));

    % 8. Find Formal Informal Choices given Fake Data
    mt_pol_b_bridge = zeros(it_a_n,it_z_n);
    mt_pol_inf_borr_nobridge = zeros(it_a_n,it_z_n);
    mt_pol_for_borr = zeros(it_a_n,it_z_n);
    mt_pol_for_save = zeros(it_a_n,it_z_n);

    % 9. Solve for formal and informal combinations given the overall fake
    % choices.
    for it_z_i = 1:it_z_n
        for it_a_j = 1:it_a_n

            fl_z_r_borr = ar_z_r_inf_mesh_wage(it_z_i);
            fl_z_wage = ar_z_wage_mesh_r_inf(it_z_i);
            param_map('fl_r_inf') = fl_z_r_borr;

            fl_a = ar_a(it_a_j);
            fl_coh = f_coh(fl_z_wage, fl_a);
            fl_a_opti = mt_pol_a(it_a_j, it_z_i);

            % call formal and informal function.
            [~, fl_opti_b_bridge, fl_opti_inf_borr_nobridge, fl_opti_for_borr, fl_opti_for_save] = ...
                ffs_fibs_min_c_cost_bridge(fl_a_opti, fl_coh, ...
                param_map, support_map, armt_map, func_map, bl_input_override);

            % store savings and borrowing formal and inf optimal choices
            mt_pol_b_bridge(it_a_j,it_z_i) = fl_opti_b_bridge;
            mt_pol_inf_borr_nobridge(it_a_j,it_z_i) = fl_opti_inf_borr_nobridge;
            mt_pol_for_borr(it_a_j,it_z_i) = fl_opti_for_borr;
            mt_pol_for_save(it_a_j,it_z_i) = fl_opti_for_save;

        end
    end

    % 10. Set Results Map
    result_map = containers.Map('KeyType','char', 'ValueType','any');
    result_map('mt_val') = mt_val;
    result_map('cl_mt_pol_a') = {mt_pol_a, zeros(1)};
    result_map('cl_mt_coh') = {mt_coh, zeros(1)};

    result_map('cl_mt_pol_c') = {mt_pol_cons, zeros(1)};
    result_map('cl_mt_pol_b_bridge') = {mt_pol_b_bridge, zeros(1)};
    result_map('cl_mt_pol_inf_borr_nobridge') = {mt_pol_inf_borr_nobridge, zeros(1)};
    result_map('cl_mt_pol_for_borr') = {mt_pol_for_borr, zeros(1)};
    result_map('cl_mt_pol_for_save') = {mt_pol_for_save, zeros(1)};

    % Input over-ride
    bl_input_override = true;
    result_map = ffs_fibs_identify_discrete(result_map, bl_input_override);

    % Control which results to graph
    support_map('bl_graph_forinf_discrete') = true;
    support_map('bl_graph_forinf_pol_lvl') = true;
    support_map('bl_graph_forinf_pol_pct') = true;

    support_map('bl_graph') = true;

end

Parse Parameter

% Model Name
params_group = values(param_map, {'st_model'});
[st_model] = params_group{:};

% armt_map standards
if (ismember(st_model, ["ipwkbzr_fibs", "abzr_fibs"]))
    params_group = values(param_map, {'fl_z_r_infbr_n'});
    [fl_z_r_borr_n] = params_group{:};
    if (ismember(st_model, ["ipwkbzr_fibs"]))
        params_group = values(armt_map, {'ar_z_r_infbr_mesh_wage_w1r2', 'ar_z_wage_mesh_r_infbr_w1r2'});
    elseif (ismember(st_model, ["abzr_fibs"]))
        params_group = values(armt_map, {'ar_z_r_infbr_mesh_wage', 'ar_z_wage_mesh_r_infbr'});
    end
    [ar_z_r_inf_mesh_wage, ar_z_wage_mesh_r_inf] = params_group{:};
else
    fl_z_r_borr_n = 1;
    params_group = values(armt_map, {'ar_z'});
    [ar_z_wage_mesh_r_inf] = params_group{:};
end


% result_map standards
params_group = values(result_map, {'cl_mt_pol_a'});
[cl_mt_pol_a] = params_group{:};
[mt_pol_a] = deal(cl_mt_pol_a{1});

% result_map continuous formal informal choices
params_group = values(result_map, {'cl_mt_pol_b_bridge', 'cl_mt_pol_inf_borr_nobridge', ...
    'cl_mt_pol_for_borr', 'cl_mt_pol_for_save'});
[cl_mt_pol_b_bridge, cl_mt_pol_inf_borr_nobridge, cl_mt_pol_for_borr, cl_mt_pol_for_save] = params_group{:};
[mt_pol_b_bridge, mt_pol_inf_borr_nobridge, mt_pol_for_borr, mt_pol_for_save] = ...
    deal(cl_mt_pol_b_bridge{1}, cl_mt_pol_inf_borr_nobridge{1}, cl_mt_pol_for_borr{1}, cl_mt_pol_for_save{1});

% support_map
params_group = values(support_map, {'bl_display_final', 'it_display_final_rowmax', 'it_display_final_colmax'});
[bl_display_final, it_display_final_rowmax, it_display_final_colmax] = params_group{:};
params_group = values(support_map, {'bl_graph', 'bl_graph_onebyones'});
[bl_graph] = params_group{:};
params_group = values(support_map, {'bl_mat', 'st_mat_path', 'st_mat_prefix', 'st_mat_name_main', 'st_mat_suffix'});
[bl_mat, st_mat_path, st_mat_prefix, st_mat_name_main, st_mat_suffix] = params_group{:};

Get Size of Endogenous and Exogenous State

it_endostates_n = size(mt_pol_a, 1);
it_exostates_n = size(mt_pol_a, 2);

Generate Consumption and Income Matrix

if (~isKey(result_map, 'cl_mt_pol_c'))
    params_group = values(armt_map, {'ar_a', 'ar_z'});
    [ar_a, ar_z_r_inf_mesh_wage] = params_group{:};
    f_cons = func_map('f_cons');
    mt_cons = f_cons(ar_z_r_inf_mesh_wage, ar_a', mt_pol_a);
    result_map('cl_mt_pol_c') = {mt_cons, zeros(1)};
end
if (~isKey(result_map, 'cl_mt_coh'))
    params_group = values(armt_map, {'ar_a', 'ar_z'});
    [ar_a, ar_z_r_inf_mesh_wage] = params_group{:};
    f_coh = func_map('f_coh');
    mt_coh = f_coh(ar_z_r_inf_mesh_wage, ar_a');
    result_map('cl_mt_coh') = {mt_coh, zeros(1)};
else
    params_group = values(result_map, {'cl_mt_coh'});
    [cl_mt_coh] = params_group{:};
    [mt_coh] = deal(cl_mt_coh{1});
end

Save Mat

if (bl_mat)
    mkdir(support_map('st_mat_path'));
    st_file_name = [st_mat_prefix st_mat_name_main st_mat_suffix];
    save(strcat(st_mat_path, st_file_name));
end

Generate and Save Graphs

if (bl_graph)
    bl_input_override = true;
    ff_az_fibs_vf_post_graph(param_map, support_map, armt_map, func_map, result_map, bl_input_override);
end

Display Val Pol Iter Table

if (bl_display_final)

    % Display Values by States
    % at most display 11 columns of shocks
    % at most display 50 rows for states
    % display first and last
    if (it_endostates_n >= it_display_final_rowmax)
        ar_it_rows = (1:1:round(it_display_final_rowmax/2));
        ar_it_rows = [ar_it_rows ((it_endostates_n)-round(it_display_final_rowmax/2)+1):1:(it_endostates_n)];
    else
        ar_it_rows = 1:1:it_endostates_n;
    end
    ar_it_rows = unique(ar_it_rows);

    if (it_exostates_n >= it_display_final_colmax)
        ar_it_cols = (1:1:round(it_display_final_colmax/2));
        ar_it_cols = [ar_it_cols ((it_exostates_n)-round(it_display_final_colmax/2)+1):1:(it_exostates_n)];
    else
        ar_it_cols = 1:1:it_exostates_n;
    end
    ar_it_cols = unique(ar_it_cols);

    mt_pol_b_bridge_print = mt_pol_b_bridge(ar_it_rows, ar_it_cols);
    mt_pol_inf_borr_nobridge_print = mt_pol_inf_borr_nobridge(ar_it_rows, ar_it_cols);
    mt_pol_for_borr_print = mt_pol_for_borr(ar_it_rows, ar_it_cols);
    mt_pol_for_save_print = mt_pol_for_save(ar_it_rows, ar_it_cols);

    % Column Z Names
    if (fl_z_r_borr_n == 1)
        ar_st_col_zs = matlab.lang.makeValidName(strcat('z', string(ar_it_cols), '=', string(ar_z_wage_mesh_r_inf(ar_it_cols))));
    else
        ar_st_col_zs = matlab.lang.makeValidName(strcat('zi', string(ar_it_cols), ...
                                                        ':zr=', string(ar_z_r_inf_mesh_wage(ar_it_cols)), ...
                                                        ';zw=', string(ar_z_wage_mesh_r_inf(ar_it_cols))));
    end

    % Display Optimal Values
    tb_mt_pol_b_bridge_print = array2table(mt_pol_b_bridge_print);
    tb_mt_pol_b_bridge_print.Properties.RowNames = strcat('coh', string(ar_it_rows), '=', string(mt_coh(ar_it_rows)));
    tb_mt_pol_b_bridge_print.Properties.VariableNames = ar_st_col_zs;
    disp('mt_pol_b_bridge_print: bridge loans');
    disp(tb_mt_pol_b_bridge_print);

    % Display Optimal Values
    tb_mt_pol_inf_borr_nobridge_print = array2table(mt_pol_inf_borr_nobridge_print);
    tb_mt_pol_inf_borr_nobridge_print.Properties.RowNames = strcat('coh', string(ar_it_rows), '=', string(mt_coh(ar_it_rows)));
    tb_mt_pol_inf_borr_nobridge_print.Properties.VariableNames = ar_st_col_zs;
    disp('mt_pol_inf_borr_nobridge_print: Informal loans that is not bridge loan');
    disp(tb_mt_pol_inf_borr_nobridge_print);

    % Display Optimal Values
    tb_mt_pol_for_borr_print = array2table(mt_pol_for_borr_print);
    tb_mt_pol_for_borr_print.Properties.RowNames = strcat('coh', string(ar_it_rows), '=', string(mt_coh(ar_it_rows)));
    tb_mt_pol_for_borr_print.Properties.VariableNames = ar_st_col_zs;
    disp('mt_pol_for_borr_print: formal borrowing');
    disp(tb_mt_pol_for_borr_print);

    % Display Optimal Values
    tb_mt_pol_for_save_print = array2table(mt_pol_for_save_print);
    tb_mt_pol_for_save_print.Properties.RowNames = strcat('coh', string(ar_it_rows), '=', string(mt_coh(ar_it_rows)));
    tb_mt_pol_for_save_print.Properties.VariableNames = ar_st_col_zs;
    disp('mt_pol_for_save_print: formal savings');
    disp(tb_mt_pol_for_save_print);

end
mt_pol_b_bridge_print: bridge loans
                      zi1_zr_0_025_zw_0_34741    zi2_zr_0_025_zw_0_40076    zi3_zr_0_025_zw_0_4623    zi4_zr_0_025_zw_0_5333    zi5_zr_0_025_zw_0_61519    zi6_zr_0_025_zw_0_70966    zi7_zr_0_025_zw_0_81864    zi8_zr_0_025_zw_0_94436    zi68_zr_0_095_zw_0_94436    zi69_zr_0_095_zw_1_0894    zi70_zr_0_095_zw_1_2567    zi71_zr_0_095_zw_1_4496    zi72_zr_0_095_zw_1_6723    zi73_zr_0_095_zw_1_9291    zi74_zr_0_095_zw_2_2253    zi75_zr_0_095_zw_2_567
                      _______________________    _______________________    ______________________    ______________________    _______________________    _______________________    _______________________    _______________________    ________________________    _______________________    _______________________    _______________________    _______________________    _______________________    _______________________    ______________________

    coh1=-19.968              -20.044                    -19.974                   -19.893                     -19.8                    -19.693                    -19.569                    -19.426                    -19.261                    -20.576                     -20.373                    -20.139                    -19.868                    -19.556                    -19.196                    -18.781                   -18.302        
    coh2=-19.8745             -19.948                    -19.878                   -19.798                   -19.705                    -19.597                    -19.473                     -19.33                    -19.165                    -20.474                     -20.271                    -20.036                    -19.766                    -19.454                    -19.094                    -18.679                     -18.2        
    coh3=-19.7811             -19.853                    -19.783                   -19.702                   -19.609                    -19.501                    -19.377                    -19.234                    -19.069                    -20.372                     -20.168                    -19.934                    -19.664                    -19.351                    -18.992                    -18.576                   -18.097        
    coh4=-19.6876             -19.757                    -19.687                   -19.606                   -19.513                    -19.405                    -19.282                    -19.139                    -18.974                    -20.269                     -20.066                    -19.832                    -19.561                    -19.249                    -18.889                    -18.474                   -17.995        
    coh5=-19.5942             -19.661                    -19.591                    -19.51                   -19.417                     -19.31                    -19.186                    -19.043                    -18.878                    -20.167                     -19.964                    -19.729                    -19.459                    -19.147                    -18.787                    -18.372                   -17.893        
    coh6=-19.5007             -19.565                    -19.495                   -19.414                   -19.321                    -19.214                     -19.09                    -18.947                    -18.782                    -20.065                     -19.861                    -19.627                    -19.356                    -19.044                    -18.685                    -18.269                    -17.79        
    coh7=-19.4073             -19.469                    -19.399                   -19.319                   -19.226                    -19.118                    -18.994                    -18.851                    -18.686                    -19.962                     -19.759                    -19.525                    -19.254                    -18.942                    -18.582                    -18.167                   -17.688        
    coh8=-19.3138             -19.374                    -19.304                   -19.223                    -19.13                    -19.022                    -18.898                    -18.755                     -18.59                     -19.86                     -19.657                    -19.422                    -19.152                     -18.84                     -18.48                    -18.065                   -17.586        
    coh9=-19.2203             -19.278                    -19.208                   -19.127                   -19.034                    -18.927                    -18.803                     -18.66                    -18.495                    -19.758                     -19.554                     -19.32                    -19.049                    -18.737                    -18.378                    -17.962                   -17.483        
    coh10=-19.1269            -19.182                    -19.112                   -19.031                   -18.938                    -18.831                    -18.707                    -18.564                    -18.399                    -19.655                     -19.452                    -19.218                    -18.947                    -18.635                    -18.275                     -17.86                   -17.381        
    coh11=-19.0334            -19.086                    -19.016                   -18.936                   -18.842                    -18.735                    -18.611                    -18.468                    -18.303                    -19.553                      -19.35                    -19.115                    -18.845                    -18.533                    -18.173                    -17.758                   -17.279        
    coh12=-18.94               -18.99                     -18.92                    -18.84                   -18.747                    -18.639                    -18.515                    -18.372                    -18.207                    -19.451                     -19.247                    -19.013                    -18.742                     -18.43                    -18.071                    -17.655                   -17.176        
    coh13=-18.8465            -18.895                    -18.825                   -18.744                   -18.651                    -18.543                    -18.419                    -18.276                    -18.111                    -19.348                     -19.145                    -18.911                     -18.64                    -18.328                    -17.968                    -17.553                   -17.074        
    coh14=-18.753             -18.799                    -18.729                   -18.648                   -18.555                    -18.448                    -18.324                    -18.181                    -18.016                    -19.246                     -19.043                    -18.808                    -18.538                    -18.226                    -17.866                    -17.451                   -16.972        
    coh15=-18.6596            -18.703                    -18.633                   -18.552                   -18.459                    -18.352                    -18.228                    -18.085                     -17.92                    -19.144                      -18.94                    -18.706                    -18.435                    -18.123                    -17.764                    -17.348                   -16.869        
    coh16=-18.5661            -18.607                    -18.537                   -18.457                   -18.363                    -18.256                    -18.132                    -17.989                    -17.824                    -19.041                     -18.838                    -18.604                    -18.333                    -18.021                    -17.661                    -17.246                   -16.767        
    coh17=-18.4727            -18.511                    -18.441                   -18.361                   -18.268                     -18.16                    -18.036                    -17.893                    -17.728                    -18.939                     -18.736                    -18.501                    -18.231                    -17.919                    -17.559                    -17.144                   -16.665        
    coh18=-18.3792            -18.416                    -18.346                   -18.265                   -18.172                    -18.064                     -17.94                    -17.797                    -17.632                    -18.837                     -18.633                    -18.399                    -18.128                    -17.816                    -17.457                    -17.041                   -16.562        
    coh19=-18.2858             -18.32                     -18.25                   -18.169                   -18.076                    -17.969                    -17.845                    -17.702                    -17.537                    -18.734                     -18.531                    -18.297                    -18.026                    -17.714                    -17.354                    -16.939                    -16.46        
    coh20=-18.1923            -18.224                    -18.154                   -18.073                    -17.98                    -17.873                    -17.749                    -17.606                    -17.441                    -18.632                     -18.429                    -18.194                    -17.924                    -17.612                    -17.252                    -16.837                   -16.358        
    coh21=-18.0988            -18.128                    -18.058                   -17.978                   -17.884                    -17.777                    -17.653                     -17.51                    -17.345                     -18.53                     -18.326                    -18.092                    -17.821                    -17.509                    -17.149                    -16.734                   -16.255        
    coh22=-18.0054            -18.033                    -17.963                   -17.882                   -17.789                    -17.681                    -17.557                    -17.414                    -17.249                    -18.427                     -18.224                     -17.99                    -17.719                    -17.407                    -17.047                    -16.632                   -16.153        
    coh23=-17.9119            -17.937                    -17.867                   -17.786                   -17.693                    -17.585                    -17.461                    -17.318                    -17.154                    -18.325                     -18.122                    -17.887                    -17.617                    -17.305                    -16.945                     -16.53                   -16.051        
    coh24=-17.8185            -17.841                    -17.771                    -17.69                   -17.597                     -17.49                    -17.366                    -17.223                    -17.058                    -18.223                     -18.019                    -17.785                    -17.514                    -17.202                    -16.842                    -16.427                   -15.948        
    coh25=-17.725             -17.745                    -17.675                   -17.594                   -17.501                    -17.394                     -17.27                    -17.127                    -16.962                     -18.12                     -17.917                    -17.683                    -17.412                      -17.1                     -16.74                    -16.325                   -15.846        
    coh26=-17.6316            -17.649                    -17.579                   -17.499                   -17.405                    -17.298                    -17.174                    -17.031                    -16.866                    -18.018                     -17.815                     -17.58                     -17.31                    -16.998                    -16.638                    -16.223                   -15.744        
    coh27=-17.5381            -17.554                    -17.484                   -17.403                    -17.31                    -17.202                    -17.078                    -16.935                     -16.77                    -17.916                     -17.712                    -17.478                    -17.207                    -16.895                    -16.535                     -16.12                   -15.641        
    coh28=-17.4446            -17.458                    -17.388                   -17.307                   -17.214                    -17.106                    -16.982                    -16.839                    -16.675                    -17.813                      -17.61                    -17.376                    -17.105                    -16.793                    -16.433                    -16.018                   -15.539        
    coh29=-17.3512            -17.362                    -17.292                   -17.211                   -17.118                    -17.011                    -16.887                    -16.744                    -16.579                    -17.711                     -17.508                    -17.273                    -17.003                    -16.691                    -16.331                    -15.916                   -15.437        
    coh30=-17.2577            -17.266                    -17.196                   -17.115                   -17.022                    -16.915                    -16.791                    -16.648                    -16.483                    -17.609                     -17.405                    -17.171                      -16.9                    -16.588                    -16.228                    -15.813                   -15.334        
    coh31=-17.1643             -17.17                      -17.1                    -17.02                   -16.926                    -16.819                    -16.695                    -16.552                    -16.387                    -17.506                     -17.303                    -17.069                    -16.798                    -16.486                    -16.126                    -15.711                   -15.232        
    coh32=-17.0708            -17.075                    -17.005                   -16.924                   -16.831                    -16.723                    -16.599                    -16.456                    -16.291                    -17.404                     -17.201                    -16.966                    -16.696                    -16.384                    -16.024                    -15.609                    -15.13        
    coh33=-16.9773            -16.979                    -16.909                   -16.828                   -16.735                    -16.627                    -16.504                    -16.361                    -16.196                    -17.302                     -17.098                    -16.864                    -16.593                    -16.281                    -15.921                    -15.506                   -15.027        
    coh34=-16.8839            -16.883                    -16.813                   -16.732                   -16.639                    -16.532                    -16.408                    -16.265                      -16.1                    -17.199                     -16.996                    -16.762                    -16.491                    -16.179                    -15.819                    -15.404                   -14.925        
    coh35=-16.7904            -16.787                    -16.717                   -16.636                   -16.543                    -16.436                    -16.312                    -16.169                    -16.004                    -17.097                     -16.894                    -16.659                    -16.389                    -16.077                    -15.717                    -15.302                   -14.823        
    coh36=-16.697             -16.691                    -16.621                   -16.541                   -16.448                     -16.34                    -16.216                    -16.073                    -15.908                    -16.995                     -16.791                    -16.557                    -16.286                    -15.974                    -15.614                    -15.199                    -14.72        
    coh37=-16.6035            -16.596                    -16.526                   -16.445                   -16.352                    -16.244                     -16.12                    -15.977                    -15.812                    -16.892                     -16.689                    -16.455                    -16.184                    -15.872                    -15.512                    -15.097                   -14.618        
    coh38=-16.5101              -16.5                     -16.43                   -16.349                   -16.256                    -16.148                    -16.025                    -15.882                    -15.717                     -16.79                     -16.587                    -16.352                    -16.082                     -15.77                     -15.41                    -14.995                   -14.516        
    coh39=-16.4166            -16.404                    -16.334                   -16.253                    -16.16                    -16.053                    -15.929                    -15.786                    -15.621                    -16.688                     -16.484                     -16.25                    -15.979                    -15.667                    -15.307                    -14.892                   -14.413        
    coh40=-16.3231            -16.308                    -16.238                   -16.157                   -16.064                    -15.957                    -15.833                     -15.69                    -15.525                    -16.585                     -16.382                    -16.148                    -15.877                    -15.565                    -15.205                     -14.79                   -14.311        
    coh41=-16.2297            -16.212                    -16.142                   -16.062                   -15.969                    -15.861                    -15.737                    -15.594                    -15.429                    -16.483                      -16.28                    -16.045                    -15.775                    -15.463                    -15.103                    -14.688                   -14.209        
    coh42=-16.1362            -16.117                    -16.047                   -15.966                   -15.873                    -15.765                    -15.641                    -15.498                    -15.333                    -16.381                     -16.177                    -15.943                    -15.672                     -15.36                        -15                    -14.585                   -14.106        
    coh43=-16.0428            -16.021                    -15.951                    -15.87                   -15.777                     -15.67                    -15.546                    -15.403                    -15.238                    -16.278                     -16.075                    -15.841                     -15.57                    -15.258                    -14.898                    -14.483                   -14.004        
    coh44=-15.9493            -15.925                    -15.855                   -15.774                   -15.681                    -15.574                     -15.45                    -15.307                    -15.142                    -16.176                     -15.973                    -15.738                    -15.468                    -15.156                    -14.796                    -14.381                   -13.902        
    coh45=-15.8559            -15.829                    -15.759                   -15.679                   -15.585                    -15.478                    -15.354                    -15.211                    -15.046                    -16.074                      -15.87                    -15.636                    -15.365                    -15.053                    -14.693                    -14.278                   -13.799        
    coh46=-15.7624            -15.733                    -15.663                   -15.583                    -15.49                    -15.382                    -15.258                    -15.115                     -14.95                    -15.971                     -15.768                    -15.534                    -15.263                    -14.951                    -14.591                    -14.176                   -13.697        
    coh47=-15.6689            -15.638                    -15.568                   -15.487                   -15.394                    -15.286                    -15.162                    -15.019                    -14.854                    -15.869                     -15.666                    -15.431                    -15.161                    -14.849                    -14.489                    -14.074                   -13.595        
    coh48=-15.5755            -15.542                    -15.472                   -15.391                   -15.298                    -15.191                    -15.067                    -14.924                    -14.759                    -15.767                     -15.563                    -15.329                    -15.058                    -14.746                    -14.386                    -13.971                   -13.492        
    coh49=-15.482             -15.446                    -15.376                   -15.295                   -15.202                    -15.095                    -14.971                    -14.828                    -14.663                    -15.664                     -15.461                    -15.227                    -14.956                    -14.644                    -14.284                    -13.869                    -13.39        
    coh50=-15.3886             -15.35                     -15.28                     -15.2                   -15.106                    -14.999                    -14.875                    -14.732                    -14.567                    -15.562                     -15.359                    -15.124                    -14.854                    -14.542                    -14.182                    -13.767                   -13.288        
    coh701=45.4526                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh702=45.546                   0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh703=45.6395                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh704=45.7329                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh705=45.8264                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh706=45.9199                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh707=46.0133                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh708=46.1068                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh709=46.2002                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh710=46.2937                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh711=46.3871                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh712=46.4806                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh713=46.5741                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh714=46.6675                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh715=46.761                   0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh716=46.8544                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh717=46.9479                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh718=47.0413                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh719=47.1348                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh720=47.2283                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh721=47.3217                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh722=47.4152                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh723=47.5086                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh724=47.6021                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh725=47.6956                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh726=47.789                   0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh727=47.8825                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh728=47.9759                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh729=48.0694                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh730=48.1628                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh731=48.2563                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh732=48.3498                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh733=48.4432                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh734=48.5367                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh735=48.6301                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh736=48.7236                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh737=48.817                   0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh738=48.9105                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh739=49.004                   0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh740=49.0974                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh741=49.1909                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh742=49.2843                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh743=49.3778                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh744=49.4713                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh745=49.5647                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh746=49.6582                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh747=49.7516                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh748=49.8451                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh749=49.9385                  0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        
    coh750=50.032                   0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0        

mt_pol_inf_borr_nobridge_print: Informal loans that is not bridge loan
                      zi1_zr_0_025_zw_0_34741    zi2_zr_0_025_zw_0_40076    zi3_zr_0_025_zw_0_4623    zi4_zr_0_025_zw_0_5333    zi5_zr_0_025_zw_0_61519    zi6_zr_0_025_zw_0_70966    zi7_zr_0_025_zw_0_81864    zi8_zr_0_025_zw_0_94436    zi68_zr_0_095_zw_0_94436    zi69_zr_0_095_zw_1_0894    zi70_zr_0_095_zw_1_2567    zi71_zr_0_095_zw_1_4496    zi72_zr_0_095_zw_1_6723    zi73_zr_0_095_zw_1_9291    zi74_zr_0_095_zw_2_2253    zi75_zr_0_095_zw_2_567
                      _______________________    _______________________    ______________________    ______________________    _______________________    _______________________    _______________________    _______________________    ________________________    _______________________    _______________________    _______________________    _______________________    _______________________    _______________________    ______________________

    coh1=-19.968                 0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh2=-19.8745                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh3=-19.7811                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh4=-19.6876                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh5=-19.5942                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh6=-19.5007                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh7=-19.4073                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh8=-19.3138                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh9=-19.2203                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh10=-19.1269               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh11=-19.0334               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh12=-18.94                 0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh13=-18.8465               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh14=-18.753                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh15=-18.6596               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh16=-18.5661               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh17=-18.4727               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh18=-18.3792               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh19=-18.2858               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh20=-18.1923               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh21=-18.0988               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh22=-18.0054               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh23=-17.9119               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh24=-17.8185               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh25=-17.725                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh26=-17.6316               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh27=-17.5381               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh28=-17.4446               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh29=-17.3512               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh30=-17.2577               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh31=-17.1643               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh32=-17.0708               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh33=-16.9773               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh34=-16.8839               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh35=-16.7904               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh36=-16.697                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh37=-16.6035               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh38=-16.5101               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh39=-16.4166               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh40=-16.3231               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh41=-16.2297               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh42=-16.1362               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh43=-16.0428               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh44=-15.9493               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh45=-15.8559               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh46=-15.7624               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh47=-15.6689               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh48=-15.5755               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh49=-15.482                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh50=-15.3886               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh701=45.4526               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh702=45.546                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh703=45.6395               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh704=45.7329               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh705=45.8264               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh706=45.9199               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh707=46.0133               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh708=46.1068               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh709=46.2002               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh710=46.2937               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh711=46.3871               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh712=46.4806               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh713=46.5741               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh714=46.6675               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh715=46.761                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh716=46.8544               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh717=46.9479               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh718=47.0413               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh719=47.1348               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh720=47.2283               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh721=47.3217               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh722=47.4152               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh723=47.5086               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh724=47.6021               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh725=47.6956               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh726=47.789                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh727=47.8825               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh728=47.9759               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh729=48.0694               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh730=48.1628               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh731=48.2563               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh732=48.3498               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh733=48.4432               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh734=48.5367               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh735=48.6301               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh736=48.7236               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh737=48.817                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh738=48.9105               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh739=49.004                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh740=49.0974               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh741=49.1909               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh742=49.2843               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh743=49.3778               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh744=49.4713               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh745=49.5647               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh746=49.6582               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh747=49.7516               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh748=49.8451               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh749=49.9385               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh750=50.032                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           

mt_pol_for_borr_print: formal borrowing
                      zi1_zr_0_025_zw_0_34741    zi2_zr_0_025_zw_0_40076    zi3_zr_0_025_zw_0_4623    zi4_zr_0_025_zw_0_5333    zi5_zr_0_025_zw_0_61519    zi6_zr_0_025_zw_0_70966    zi7_zr_0_025_zw_0_81864    zi8_zr_0_025_zw_0_94436    zi68_zr_0_095_zw_0_94436    zi69_zr_0_095_zw_1_0894    zi70_zr_0_095_zw_1_2567    zi71_zr_0_095_zw_1_4496    zi72_zr_0_095_zw_1_6723    zi73_zr_0_095_zw_1_9291    zi74_zr_0_095_zw_2_2253    zi75_zr_0_095_zw_2_567
                      _______________________    _______________________    ______________________    ______________________    _______________________    _______________________    _______________________    _______________________    ________________________    _______________________    _______________________    _______________________    _______________________    _______________________    _______________________    ______________________

    coh1=-19.968                 0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh2=-19.8745                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh3=-19.7811                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh4=-19.6876                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh5=-19.5942                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh6=-19.5007                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh7=-19.4073                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh8=-19.3138                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh9=-19.2203                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh10=-19.1269               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh11=-19.0334               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh12=-18.94                 0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh13=-18.8465               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh14=-18.753                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh15=-18.6596               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh16=-18.5661               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh17=-18.4727               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh18=-18.3792               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh19=-18.2858               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh20=-18.1923               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh21=-18.0988               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh22=-18.0054               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh23=-17.9119               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh24=-17.8185               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh25=-17.725                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh26=-17.6316               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh27=-17.5381               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh28=-17.4446               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh29=-17.3512               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh30=-17.2577               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh31=-17.1643               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh32=-17.0708               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh33=-16.9773               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh34=-16.8839               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh35=-16.7904               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh36=-16.697                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh37=-16.6035               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh38=-16.5101               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh39=-16.4166               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh40=-16.3231               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh41=-16.2297               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh42=-16.1362               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh43=-16.0428               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh44=-15.9493               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh45=-15.8559               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh46=-15.7624               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh47=-15.6689               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh48=-15.5755               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh49=-15.482                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh50=-15.3886               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh701=45.4526               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh702=45.546                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh703=45.6395               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh704=45.7329               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh705=45.8264               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh706=45.9199               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh707=46.0133               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh708=46.1068               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh709=46.2002               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh710=46.2937               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh711=46.3871               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh712=46.4806               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh713=46.5741               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh714=46.6675               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh715=46.761                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh716=46.8544               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh717=46.9479               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh718=47.0413               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh719=47.1348               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh720=47.2283               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh721=47.3217               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh722=47.4152               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh723=47.5086               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh724=47.6021               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh725=47.6956               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh726=47.789                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh727=47.8825               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh728=47.9759               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh729=48.0694               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh730=48.1628               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh731=48.2563               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh732=48.3498               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh733=48.4432               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh734=48.5367               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh735=48.6301               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh736=48.7236               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh737=48.817                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh738=48.9105               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh739=49.004                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh740=49.0974               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh741=49.1909               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh742=49.2843               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh743=49.3778               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh744=49.4713               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh745=49.5647               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh746=49.6582               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh747=49.7516               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh748=49.8451               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh749=49.9385               0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           
    coh750=50.032                0                          0                         0                         0                          0                          0                          0                          0                          0                           0                          0                          0                          0                          0                          0                         0           

mt_pol_for_save_print: formal savings
                      zi1_zr_0_025_zw_0_34741    zi2_zr_0_025_zw_0_40076    zi3_zr_0_025_zw_0_4623    zi4_zr_0_025_zw_0_5333    zi5_zr_0_025_zw_0_61519    zi6_zr_0_025_zw_0_70966    zi7_zr_0_025_zw_0_81864    zi8_zr_0_025_zw_0_94436    zi68_zr_0_095_zw_0_94436    zi69_zr_0_095_zw_1_0894    zi70_zr_0_095_zw_1_2567    zi71_zr_0_095_zw_1_4496    zi72_zr_0_095_zw_1_6723    zi73_zr_0_095_zw_1_9291    zi74_zr_0_095_zw_2_2253    zi75_zr_0_095_zw_2_567
                      _______________________    _______________________    ______________________    ______________________    _______________________    _______________________    _______________________    _______________________    ________________________    _______________________    _______________________    _______________________    _______________________    _______________________    _______________________    ______________________

    coh1=-19.968                   0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh2=-19.8745                  0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh3=-19.7811                  0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh4=-19.6876                  0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh5=-19.5942                  0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh6=-19.5007                  0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh7=-19.4073                  0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh8=-19.3138                  0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh9=-19.2203                  0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh10=-19.1269                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh11=-19.0334                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh12=-18.94                   0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh13=-18.8465                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh14=-18.753                  0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh15=-18.6596                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh16=-18.5661                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh17=-18.4727                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh18=-18.3792                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh19=-18.2858                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh20=-18.1923                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh21=-18.0988                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh22=-18.0054                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh23=-17.9119                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh24=-17.8185                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh25=-17.725                  0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh26=-17.6316                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh27=-17.5381                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh28=-17.4446                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh29=-17.3512                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh30=-17.2577                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh31=-17.1643                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh32=-17.0708                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh33=-16.9773                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh34=-16.8839                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh35=-16.7904                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh36=-16.697                  0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh37=-16.6035                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh38=-16.5101                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh39=-16.4166                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh40=-16.3231                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh41=-16.2297                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh42=-16.1362                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh43=-16.0428                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh44=-15.9493                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh45=-15.8559                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh46=-15.7624                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh47=-15.6689                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh48=-15.5755                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh49=-15.482                  0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh50=-15.3886                 0                          0                          0                         0                         0                          0                          0                          0                           0                          0                          0                          0                          0                          0                          0                          0        
    coh701=45.4526            18.269                      18.37                     18.471                    18.572                    18.673                     18.774                     18.875                     18.976                      33.652                     34.035                     34.419                     34.802                     35.186                     35.569                     35.953                     36.336        
    coh702=45.546             18.307                     18.408                     18.509                     18.61                    18.711                     18.812                     18.914                     19.015                      33.721                     34.105                      34.49                     34.874                     35.258                     35.643                     36.027                     36.411        
    coh703=45.6395            18.344                     18.446                     18.547                    18.648                     18.75                     18.851                     18.952                     19.054                       33.79                     34.175                      34.56                     34.945                     35.331                     35.716                     36.101                     36.486        
    coh704=45.7329            18.382                     18.483                     18.585                    18.687                    18.788                      18.89                     18.991                     19.093                      33.859                     34.245                     34.631                     35.017                     35.403                     35.789                     36.175                     36.561        
    coh705=45.8264             18.42                     18.521                     18.623                    18.725                    18.827                     18.928                      19.03                     19.132                      33.929                     34.315                     34.702                     35.089                     35.475                     35.862                     36.249                     36.636        
    coh706=45.9199            18.457                     18.559                     18.661                    18.763                    18.865                     18.967                     19.069                     19.171                      33.998                     34.385                     34.773                      35.16                     35.548                     35.935                     36.323                      36.71        
    coh707=46.0133            18.495                     18.597                     18.699                    18.801                    18.903                     19.006                     19.108                      19.21                      34.067                     34.455                     34.844                     35.232                      35.62                     36.008                     36.397                     36.785        
    coh708=46.1068            18.532                     18.635                     18.737                    18.839                    18.942                     19.044                     19.147                     19.249                      34.136                     34.525                     34.914                     35.304                     35.693                     36.082                     36.471                      36.86        
    coh709=46.2002             18.57                     18.672                     18.775                    18.878                     18.98                     19.083                     19.185                     19.288                      34.206                     34.595                     34.985                     35.375                     35.765                     36.155                     36.545                     36.935        
    coh710=46.2937            18.607                      18.71                     18.813                    18.916                    19.019                     19.121                     19.224                     19.327                      34.275                     34.665                     35.056                     35.447                     35.837                     36.228                     36.619                     37.009        
    coh711=46.3871            18.645                     18.748                     18.851                    18.954                    19.057                      19.16                     19.263                     19.366                      34.344                     34.735                     35.127                     35.518                      35.91                     36.301                     36.693                     37.084        
    coh712=46.4806            18.683                     18.786                     18.889                    18.992                    19.096                     19.199                     19.302                     19.405                      34.413                     34.805                     35.198                      35.59                     35.982                     36.374                     36.767                     37.159        
    coh713=46.5741             18.72                     18.824                     18.927                    19.031                    19.134                     19.237                     19.341                     19.444                      34.482                     34.876                     35.269                     35.662                     36.055                     36.448                     36.841                     37.234        
    coh714=46.6675            18.758                     18.861                     18.965                    19.069                    19.172                     19.276                      19.38                     19.483                      34.552                     34.946                     35.339                     35.733                     36.127                     36.521                     36.915                     37.308        
    coh715=46.761             18.795                     18.899                     19.003                    19.107                    19.211                     19.315                     19.418                     19.522                      34.621                     35.016                      35.41                     35.805                     36.199                     36.594                     36.989                     37.383        
    coh716=46.8544            18.833                     18.937                     19.041                    19.145                    19.249                     19.353                     19.457                     19.561                       34.69                     35.086                     35.481                     35.876                     36.272                     36.667                     37.063                     37.458        
    coh717=46.9479            18.871                     18.975                     19.079                    19.183                    19.288                     19.392                     19.496                       19.6                      34.759                     35.156                     35.552                     35.948                     36.344                      36.74                     37.137                     37.533        
    coh718=47.0413            18.908                     19.013                     19.117                    19.222                    19.326                     19.431                     19.535                     19.639                      34.829                     35.226                     35.623                      36.02                     36.417                     36.814                     37.211                     37.607        
    coh719=47.1348            18.946                      19.05                     19.155                     19.26                    19.364                     19.469                     19.574                     19.679                      34.898                     35.296                     35.693                     36.091                     36.489                     36.887                     37.284                     37.682        
    coh720=47.2283            18.983                     19.088                     19.193                    19.298                    19.403                     19.508                     19.613                     19.718                      34.967                     35.366                     35.764                     36.163                     36.561                      36.96                     37.358                     37.757        
    coh721=47.3217            19.021                     19.126                     19.231                    19.336                    19.441                     19.546                     19.652                     19.757                      35.036                     35.436                     35.835                     36.234                     36.634                     37.033                     37.432                     37.832        
    coh722=47.4152            19.059                     19.164                     19.269                    19.374                     19.48                     19.585                      19.69                     19.796                      35.106                     35.506                     35.906                     36.306                     36.706                     37.106                     37.506                     37.907        
    coh723=47.5086            19.096                     19.202                     19.307                    19.413                    19.518                     19.624                     19.729                     19.835                      35.175                     35.576                     35.977                     36.378                     36.779                     37.179                      37.58                     37.981        
    coh724=47.6021            19.134                     19.239                     19.345                    19.451                    19.557                     19.662                     19.768                     19.874                      35.244                     35.646                     36.048                     36.449                     36.851                     37.253                     37.654                     38.056        
    coh725=47.6956            19.171                     19.277                     19.383                    19.489                    19.595                     19.701                     19.807                     19.913                      35.313                     35.716                     36.118                     36.521                     36.923                     37.326                     37.728                     38.131        
    coh726=47.789             19.209                     19.315                     19.421                    19.527                    19.633                      19.74                     19.846                     19.952                      35.383                     35.786                     36.189                     36.592                     36.996                     37.399                     37.802                     38.206        
    coh727=47.8825            19.247                     19.353                     19.459                    19.566                    19.672                     19.778                     19.885                     19.991                      35.452                     35.856                      36.26                     36.664                     37.068                     37.472                     37.876                      38.28        
    coh728=47.9759            19.284                     19.391                     19.497                    19.604                     19.71                     19.817                     19.923                      20.03                      35.521                     35.926                     36.331                     36.736                     37.141                     37.545                      37.95                     38.355        
    coh729=48.0694            19.322                     19.428                     19.535                    19.642                    19.749                     19.855                     19.962                     20.069                       35.59                     35.996                     36.402                     36.807                     37.213                     37.619                     38.024                      38.43        
    coh730=48.1628            19.359                     19.466                     19.573                     19.68                    19.787                     19.894                     20.001                     20.108                       35.66                     36.066                     36.472                     36.879                     37.285                     37.692                     38.098                     38.505        
    coh731=48.2563            19.397                     19.504                     19.611                    19.718                    19.826                     19.933                      20.04                     20.147                      35.729                     36.136                     36.543                     36.951                     37.358                     37.765                     38.172                     38.579        
    coh732=48.3498            19.434                     19.542                     19.649                    19.757                    19.864                     19.971                     20.079                     20.186                      35.798                     36.206                     36.614                     37.022                      37.43                     37.838                     38.246                     38.654        
    coh733=48.4432            19.472                      19.58                     19.687                    19.795                    19.902                      20.01                     20.118                     20.225                      35.867                     36.276                     36.685                     37.094                     37.503                     37.911                      38.32                     38.729        
    coh734=48.5367             19.51                     19.617                     19.725                    19.833                    19.941                     20.049                     20.156                     20.264                      35.937                     36.346                     36.756                     37.165                     37.575                     37.985                     38.394                     38.804        
    coh735=48.6301            19.547                     19.655                     19.763                    19.871                    19.979                     20.087                     20.195                     20.303                      36.006                     36.416                     36.827                     37.237                     37.647                     38.058                     38.468                     38.879        
    coh736=48.7236            19.585                     19.693                     19.801                    19.909                    20.018                     20.126                     20.234                     20.342                      36.075                     36.486                     36.897                     37.309                      37.72                     38.131                     38.542                     38.953        
    coh737=48.817             19.622                     19.731                     19.839                    19.948                    20.056                     20.164                     20.273                     20.381                      36.144                     36.556                     36.968                      37.38                     37.792                     38.204                     38.616                     39.028        
    coh738=48.9105             19.66                     19.769                     19.877                    19.986                    20.094                     20.203                     20.312                      20.42                      36.214                     36.626                     37.039                     37.452                     37.865                     38.277                      38.69                     39.103        
    coh739=49.004             19.698                     19.806                     19.915                    20.024                    20.133                     20.242                     20.351                     20.459                      36.283                     36.696                      37.11                     37.523                     37.937                      38.35                     38.764                     39.178        
    coh740=49.0974            19.735                     19.844                     19.953                    20.062                    20.171                      20.28                     20.389                     20.498                      36.352                     36.766                     37.181                     37.595                     38.009                     38.424                     38.838                     39.252        
    coh741=49.1909            19.773                     19.882                     19.991                    20.101                     20.21                     20.319                     20.428                     20.537                      36.421                     36.836                     37.252                     37.667                     38.082                     38.497                     38.912                     39.327        
    coh742=49.2843             19.81                      19.92                     20.029                    20.139                    20.248                     20.358                     20.467                     20.577                      36.491                     36.906                     37.322                     37.738                     38.154                      38.57                     38.986                     39.402        
    coh743=49.3778            19.848                     19.958                     20.067                    20.177                    20.287                     20.396                     20.506                     20.616                       36.56                     36.976                     37.393                      37.81                     38.227                     38.643                      39.06                     39.477        
    coh744=49.4713            19.886                     19.995                     20.105                    20.215                    20.325                     20.435                     20.545                     20.655                      36.629                     37.046                     37.464                     37.881                     38.299                     38.716                     39.134                     39.551        
    coh745=49.5647            19.923                     20.033                     20.143                    20.253                    20.363                     20.474                     20.584                     20.694                      36.698                     37.117                     37.535                     37.953                     38.371                      38.79                     39.208                     39.626        
    coh746=49.6582            19.961                     20.071                     20.181                    20.292                    20.402                     20.512                     20.622                     20.733                      36.767                     37.187                     37.606                     38.025                     38.444                     38.863                     39.282                     39.701        
    coh747=49.7516            19.998                     20.109                     20.219                     20.33                     20.44                     20.551                     20.661                     20.772                      36.837                     37.257                     37.676                     38.096                     38.516                     38.936                     39.356                     39.776        
    coh748=49.8451            20.036                     20.147                     20.257                    20.368                    20.479                     20.589                       20.7                     20.811                      36.906                     37.327                     37.747                     38.168                     38.589                     39.009                      39.43                      39.85        
    coh749=49.9385            20.074                     20.184                     20.295                    20.406                    20.517                     20.628                     20.739                      20.85                      36.975                     37.397                     37.818                      38.24                     38.661                     39.082                     39.504                     39.925        
    coh750=50.032             20.111                     20.222                     20.333                    20.444                    20.556                     20.667                     20.778                     20.889                      37.044                     37.467                     37.889                     38.311                     38.733                     39.156                     39.578                         40        

end
ans = 

  Map with properties:

        Count: 14
      KeyType: char
    ValueType: any