Simulate Savings Model Along Various Parameter Arrays

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Contents

function [tb_outcomes, support_map, param_desc_map] = ff_az_test_gen(varargin)

FF_AZ_TEST_GEN post solution simulation

Simulate the model along various dimensions

@param st_simu_type string cross vs gridd simulation. cross: with (x,y), vary X fixing y, vary Y fixing x. grid: all (x,y) \in (X,Y)

  1. st_simu_type = 'c' for cross simulate, if 'c', then each array value of param_tstar_map container is simulated over one by one. So if there are two arrays associated with two keys in param_tstar_map with length N1 and N2, the total number of simulations equals to N1 + N2.
  2. st_simu_type = 'g' for grid simulate, if 'g', then all possible combinations of the arrays in param_tstar_map are used to create combinations of parameter values. So if there are two arrays with lengths N1 and N2, there will be N1*N2 number of simulations
  3. st_simu_type = 'r' for random simulate, if 'r', then should specify param_map('it_st_simu_type_g_seed') value. Only the minimum and the maximum values for each array in param_tstar_map matters. Based on these minimum and maximum, and also what is in param_map('it_st_simu_type_g_simun'). Random parameter values will be drawn.

@param it_size_type integer: param_map support_map param_tstar_map param_desc_map # it_size_type = 1 is quick grid # it_size_type = 2 is standard grid # it_size_type = 3 is denser grid

@param cl_st_param_keys cell string cell array container parameters that we are simulating over

@param param_map container parameter container

@param support_map container support container

@param param_tstar_map container map of arrays with keys that are parameter keys. This could be specified outside with array values to override defaults here.

@param param_desc_map container map of strings for each parameter key.

@param tb_outcomes table table of simulation outcomes for various statistics for each set of parameters. Columns are statistics, rows are outcome variables, groups of rows are different simulations.

@include

@seealso

Default Parameter Loops

% Loops to Vary for Simulations Below
it_size_type = 2;
cl_st_param_keys = {'fl_crra', 'fl_beta'};
st_simu_type = 'r'; % 'c' for cross or 'g' for grid or 'r' rand

Default Parameters

% Base parameters call
it_param_set = 9;
[param_map, support_map] = ffs_az_set_default_param(it_param_set);

% allows verticle cleaner display of stats. Which is useful.
support_map('bl_display_final_dist_detail') = true;

% Timer
support_map('bl_timer') = true;

% Mat Storage
support_map('bl_mat_test') = true;
st_matimg_path_root = support_map('st_matimg_path_root');
% test_borinf for default: cl_st_param_keys = [3, 8, 9]
support_map('st_mat_test_path') = [st_matimg_path_root '/test/ff_az_ds_vecsv/mat/'];
support_map('st_mat_test_prefix') = [''];

% Generate or Load
% if bl_replacefile is true, that means even if file already exists,
% generaet new. bl_replacefile is false, then if false does not exist
% generate, if file exists does not generate.
support_map('bl_replacefile') = true;
support_map('bl_display_simu_stats') = true;

% param map modification
param_map('it_st_simu_type_g_seed') = 123;
param_map('it_st_simu_type_g_simun') = 20;

Array Parameters

keys here for az, abz models

ls_st_param_key = {'fl_crra', 'fl_beta', ...
                    'fl_w', 'fl_r_save', ...
                    'fl_z_rho', 'fl_z_sig', ...
                    'fl_a_max', 'it_z_n', 'it_a_n', ...
                    ...
                    'fl_z_r_borr_poiss_mean', 'fl_z_r_borr_max', ...
                    'fl_b_bd', 'fl_c_min', 'fl_z_r_borr_n',...
                    'fl_z_wage_rho', 'fl_z_wage_sig', ...
                    ...
                    'fl_alpha', 'fl_delta'};

param_tstar_map = containers.Map('KeyType','char', 'ValueType','any');
it_simu_vec_len = 5;
param_tstar_map(ls_st_param_key{1}) = linspace(1, 5, it_simu_vec_len);
param_tstar_map(ls_st_param_key{2}) = linspace(0.87, 0.97, it_simu_vec_len);
param_tstar_map(ls_st_param_key{3}) = linspace(1.1, 1.4, it_simu_vec_len);
param_tstar_map(ls_st_param_key{4}) = linspace(0.01, 0.04, it_simu_vec_len);
param_tstar_map(ls_st_param_key{5}) = linspace(0, 0.99, it_simu_vec_len);
param_tstar_map(ls_st_param_key{6}) = linspace(0.01, 0.5, it_simu_vec_len);
param_tstar_map(ls_st_param_key{7}) = linspace(50, 80, it_simu_vec_len);
param_tstar_map(ls_st_param_key{8}) = unique(round(linspace(5, 25, it_simu_vec_len)));
param_tstar_map(ls_st_param_key{9}) = unique(round(linspace(100, 2500, it_simu_vec_len)));

param_tstar_map(ls_st_param_key{10}) = linspace(5, 20, it_simu_vec_len);
param_tstar_map(ls_st_param_key{11}) = linspace(0.095, 0.150, it_simu_vec_len);
param_tstar_map(ls_st_param_key{12}) = linspace(-20, -5, it_simu_vec_len);
param_tstar_map(ls_st_param_key{13}) = linspace(0.03, 0.001, it_simu_vec_len);
param_tstar_map(ls_st_param_key{14}) = 5:4:25;
param_tstar_map(ls_st_param_key{15}) = linspace(0, 0.99, it_simu_vec_len);
param_tstar_map(ls_st_param_key{16}) = linspace(0.01, 0.5, it_simu_vec_len);

param_tstar_map(ls_st_param_key{17}) = linspace(0.30, 0.50, it_simu_vec_len);
param_tstar_map(ls_st_param_key{18}) = linspace(0.02, 0.14, it_simu_vec_len);

param_desc_map = containers.Map('KeyType','char', 'ValueType','any');
param_desc_map(ls_st_param_key{1}) = {'CRRA'};
param_desc_map(ls_st_param_key{2}) = {'Discount'};
param_desc_map(ls_st_param_key{3}) = {'Wage'};
param_desc_map(ls_st_param_key{4}) = {'Save Interest'};
param_desc_map(ls_st_param_key{5}) = {'Shock Persistence'};
param_desc_map(ls_st_param_key{6}) = {'Shock SD'};
param_desc_map(ls_st_param_key{7}) = {'Max Asset Bound'};
param_desc_map(ls_st_param_key{8}) = {'Shock Grid N'};
param_desc_map(ls_st_param_key{9}) = {'Asset Grid N'};

param_desc_map(ls_st_param_key{10}) = {'pois-max(shift br r mean)'};
param_desc_map(ls_st_param_key{11}) = {'max borrow r'};
param_desc_map(ls_st_param_key{12}) = {'borrow bound'};
param_desc_map(ls_st_param_key{13}) = {'minimum consumption'};
param_desc_map(ls_st_param_key{14}) = {'borrow shock n'};
param_desc_map(ls_st_param_key{15}) = {'Inc/Prod Shock Persistence'};
param_desc_map(ls_st_param_key{16}) = {'Inc/Prod Shock SD'};

param_desc_map(ls_st_param_key{17}) = {'Prod Func Elasticity'};
param_desc_map(ls_st_param_key{18}) = {'Prod Func Depreciation'};

Default

default_params = {st_simu_type it_size_type cl_st_param_keys ...
                    param_map support_map param_tstar_map param_desc_map};

Parse Inputs

override default set above if any parameters are updated

params_len = length(varargin);
[default_params{1:params_len}] = varargin{:};

st_simu_type = default_params{1};
it_size_type = default_params{2};
cl_st_param_keys = default_params{3};

param_map = [param_map; default_params{4}];
support_map = [support_map; default_params{5}];
param_tstar_map = [param_tstar_map; default_params{6}];
param_desc_map = [param_desc_map; default_params{7}];

% Generate additional Elements of param_map for container map display
param_map('it_size_type') = it_size_type;
param_map('cl_st_param_keys') = cl_st_param_keys;
ar_param_keys_idx = cell2mat(cellfun(@(m) find(strcmp(ls_st_param_key, m)), ...
    cl_st_param_keys, 'UniformOutput', false));
param_map('ar_param_keys_idx') = ar_param_keys_idx;

Parse Generate or Get Current

if bl_gen = true, generate, if bl_gen = false, get saved file and output. If bl_replacefile is true, that means the existing file must be replaced, which will set bl_gen to true

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

params_group = values(support_map, {'bl_replacefile', 'bl_display_simu_stats'});
[bl_replacefile, bl_display_simu_stats] = params_group{:};

params_group = values(param_map, {'it_st_simu_type_g_seed', 'it_st_simu_type_g_simun'});
[it_st_simu_type_g_seed, it_st_simu_type_g_simun] = params_group{:};

Store Mat Strings

  1. it_total_length: this is the total length of all selected arrays
  2. ar_param_keys_idx: these are the linear index of the selected keys among all possible keys
it_total_length = sum(cell2mat(cellfun(@(m) length(param_tstar_map(m)), ...
                                cl_st_param_keys, 'UniformOutput', false)));

support_map('st_mat_test_name_main') = ['r'];
support_map('st_mat_test_suffix') = ['_g' strrep(num2str(ar_param_keys_idx), '  ', '') ...
                                     '_c' st_simu_type ...
                                     '_t' num2str(it_size_type) 'l' num2str(it_total_length)];

Set Solve Sizes

if (it_size_type == 1)

    % Basic Test Run
    if (ismember(st_model, ["az"]))

        param_map('it_z_n') = 11;

        param_map('it_a_n') = 100;

    elseif (ismember(st_model, ["abz", "ipwkbzr"]))

        if (ismember(st_model, ["abz"]))

            param_map('fl_z_r_borr_n') = 5;
            param_map('it_z_wage_n') = 5;
            param_map('it_z_n') = param_map('it_z_wage_n') * param_map('fl_z_r_borr_n');

            param_map('it_a_n') = 100;

        elseif (ismember(st_model, ["ipwkbzr"]))

            param_map('fl_z_r_borr_n') = 5;
            param_map('it_z_wage_n') = 5;
            param_map('it_z_n') = param_map('it_z_wage_n') * param_map('fl_z_r_borr_n');

            param_map('fl_coh_interp_grid_gap') = 0.3;
            param_map('it_c_interp_grid_gap') = 10^-4;
            param_map('it_w_perc_n') = 25;
            param_map('it_ak_perc_n') = param_map('it_w_perc_n');
            param_map('fl_w_interp_grid_gap') = 0.3;

        end

    elseif (ismember(st_model, ["akz_wkz_iwkz", "ipwkz"]))

        param_map('it_z_n') = 11;
        param_map('fl_coh_interp_grid_gap') = 0.2;
        param_map('it_c_interp_grid_gap') = 10^-4;

        if (ismember(st_model, ["akz_wkz_iwkz"]))

            param_map('it_w_n') = 25;
            param_map('it_ak_n') = param_map('it_w_n');

        elseif (ismember(st_model, ["ipwkz"]))

            param_map('it_w_perc_n') = 25;
            param_map('it_ak_perc_n') = param_map('it_w_perc_n');
            param_map('fl_w_interp_grid_gap') = 0.2;

        end

    end

elseif (it_size_type == 2)

    % Full Run

elseif (it_size_type == 3)

    % Denser Run
    if (ismember(st_model, ["az"]))

        param_map('it_z_n') = 27;

        param_map('it_a_n') = 2250;

    elseif (ismember(st_model, ["abz", "ipwkbzr"]))

        % keep the interest rate structure the same as default
        param_map('fl_z_r_borr_n') = 11;
        param_map('it_z_wage_n') = 11;
        param_map('it_z_n') = param_map('it_z_wage_n') * param_map('fl_z_r_borr_n');

        if (ismember(st_model, ["abz"]))

            param_map('it_a_n') = 1250;

        elseif (ismember(st_model, ["ipwkbzr"]))

            param_map('fl_coh_interp_grid_gap') = 0.05;
            param_map('it_c_interp_grid_gap') = 10^-4;
            param_map('it_w_perc_n') = 100;
            param_map('it_ak_perc_n') = param_map('it_w_perc_n');
            param_map('fl_w_interp_grid_gap') = 0.05;

        end

    elseif (ismember(st_model, ["akz_wkz_iwkz", "ipwkz"]))

        param_map('it_z_n') = 21;
        param_map('fl_coh_interp_grid_gap') = 0.025;
        param_map('it_c_interp_grid_gap') = 10^-4;

        if (ismember(st_model, ["akz_wkz_iwkz"]))

            param_map('it_w_n') = 150;
            param_map('it_ak_n') = param_map('it_w_n');

        elseif (ismember(st_model, ["ipwkz"]))

            param_map('it_w_perc_n') = 150;
            param_map('it_ak_perc_n') = param_map('it_w_perc_n');
            param_map('fl_w_interp_grid_gap') = 0.025;

        end

    end
end

Parase Preference and Shock Parameters

% support map
params_group = values(support_map, {'bl_mat_test', 'st_mat_test_path', 'st_mat_test_prefix', 'st_mat_test_name_main', 'st_mat_test_suffix'});
[bl_mat_test, st_mat_test_path, st_mat_test_prefix, st_mat_test_name_main, st_mat_test_suffix] = params_group{:};

Display support_map

fft_container_map_display(support_map);
fft_container_map_display(param_map);
fft_container_map_display(param_tstar_map);
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Begin: Show all key and value pairs from container
CONTAINER NAME: SUPPORT_MAP
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  Map with properties:

        Count: 47
      KeyType: char
    ValueType: any

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pos = 1 ; key = bl_display ; val = false
pos = 2 ; key = bl_display_defparam ; val = false
pos = 3 ; key = bl_display_dist ; val = false
pos = 4 ; key = bl_display_final ; val = false
pos = 5 ; key = bl_display_final_dist ; val = true
pos = 6 ; key = bl_display_final_dist_detail ; val = true
pos = 7 ; key = bl_display_funcgrids ; val = false
pos = 8 ; key = bl_display_simu_stats ; val = true
pos = 9 ; key = bl_graph ; val = true
pos = 10 ; key = bl_graph_coh_t_coh ; val = false
pos = 11 ; key = bl_graph_funcgrids ; val = false
pos = 12 ; key = bl_graph_onebyones ; val = true
pos = 13 ; key = bl_graph_pol_lvl ; val = false
pos = 14 ; key = bl_graph_pol_pct ; val = false
pos = 15 ; key = bl_graph_val ; val = false
pos = 16 ; key = bl_img_save ; val = false
pos = 17 ; key = bl_mat ; val = false
pos = 18 ; key = bl_mat_test ; val = true
pos = 19 ; key = bl_post ; val = true
pos = 20 ; key = bl_profile ; val = false
pos = 21 ; key = bl_profile_dist ; val = false
pos = 22 ; key = bl_replacefile ; val = true
pos = 23 ; key = bl_time ; val = false
pos = 24 ; key = bl_timer ; val = true
pos = 25 ; key = it_display_every ; val = 20
pos = 26 ; key = it_display_final_colmax ; val = 12
pos = 27 ; key = it_display_final_rowmax ; val = 100
pos = 28 ; key = it_display_summmat_colmax ; val = 5
pos = 29 ; key = it_display_summmat_rowmax ; val = 5
pos = 30 ; key = st_img_name_main ; val = _default
pos = 31 ; key = st_img_path ; val = C:/Users/fan/CodeDynaAsset//m_az//solve/img/
pos = 32 ; key = st_img_prefix ; val = 
pos = 33 ; key = st_img_suffix ; val = _p9.png
pos = 34 ; key = st_mat_name_main ; val = _default
pos = 35 ; key = st_mat_path ; val = C:/Users/fan/CodeDynaAsset//m_az//solve/mat/
pos = 36 ; key = st_mat_prefix ; val = 
pos = 37 ; key = st_mat_suffix ; val = _p9
pos = 38 ; key = st_mat_test_name_main ; val = r
pos = 39 ; key = st_mat_test_path ; val = C:/Users/fan/CodeDynaAsset//m_az//test/ff_az_ds_vecsv/mat/
pos = 40 ; key = st_mat_test_prefix ; val = 
pos = 41 ; key = st_mat_test_suffix ; val = _g12_cr_t2l10
pos = 42 ; key = st_matimg_path_root ; val = C:/Users/fan/CodeDynaAsset//m_az/
pos = 43 ; key = st_profile_name_main ; val = _default
pos = 44 ; key = st_profile_path ; val = C:/Users/fan/CodeDynaAsset//m_az//solve/profile/
pos = 45 ; key = st_profile_prefix ; val = 
pos = 46 ; key = st_profile_suffix ; val = _p9
pos = 47 ; key = st_title_prefix ; val = 
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Scalars in Container and Sizes and Basic Statistics
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                                    i     idx    value
                                    __    ___    _____

    bl_display                       1     1        0 
    bl_display_defparam              2     2        0 
    bl_display_dist                  3     3        0 
    bl_display_final                 4     4        0 
    bl_display_final_dist            5     5        1 
    bl_display_final_dist_detail     6     6        1 
    bl_display_funcgrids             7     7        0 
    bl_display_simu_stats            8     8        1 
    bl_graph                         9     9        1 
    bl_graph_coh_t_coh              10    10        0 
    bl_graph_funcgrids              11    11        0 
    bl_graph_onebyones              12    12        1 
    bl_graph_pol_lvl                13    13        0 
    bl_graph_pol_pct                14    14        0 
    bl_graph_val                    15    15        0 
    bl_img_save                     16    16        0 
    bl_mat                          17    17        0 
    bl_mat_test                     18    18        1 
    bl_post                         19    19        1 
    bl_profile                      20    20        0 
    bl_profile_dist                 21    21        0 
    bl_replacefile                  22    22        1 
    bl_time                         23    23        0 
    bl_timer                        24    24        1 
    it_display_every                25    25       20 
    it_display_final_colmax         26    26       12 
    it_display_final_rowmax         27    27      100 
    it_display_summmat_colmax       28    28        5 
    it_display_summmat_rowmax       29    29        5 

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

    st_img_name_main          1    30 
    st_img_path               2    31 
    st_img_prefix             3    32 
    st_img_suffix             4    33 
    st_mat_name_main          5    34 
    st_mat_path               6    35 
    st_mat_prefix             7    36 
    st_mat_suffix             8    37 
    st_mat_test_name_main     9    38 
    st_mat_test_path         10    39 
    st_mat_test_prefix       11    40 
    st_mat_test_suffix       12    41 
    st_matimg_path_root      13    42 
    st_profile_name_main     14    43 
    st_profile_path          15    44 
    st_profile_prefix        16    45 
    st_profile_suffix        17    46 
    st_title_prefix          18    47 

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CONTAINER NAME: PARAM_MAP
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  Map with properties:

        Count: 29
      KeyType: char
    ValueType: any

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pos = 1 ; key = ar_param_keys_idx ;rown= 1 ,coln= 2
ar_param_keys_idx :mu= 1.5 ,sd= 0.70711 ,min= 1 ,max= 2
               zi_1_c1    zi_2_c2
               _______    _______

    zi_1_r1       1          2   

pos = 2 ; key = bl_loglin ; val = false
pos = 3 ; key = cl_st_param_keys ; val = fl_crra
pos = 4 ; key = fl_a_max ; val = 50
pos = 5 ; key = fl_a_min ; val = 0
pos = 6 ; key = fl_b_bd ; val = 0
pos = 7 ; key = fl_beta ; val = 0.94
pos = 8 ; key = fl_crra ; val = 1.5
pos = 9 ; key = fl_loglin_threshold ; val = 1
pos = 10 ; key = fl_nan_replace ; val = -9999
pos = 11 ; key = fl_r_save ; val = 0.025
pos = 12 ; key = fl_tol_dist ; val = 1e-05
pos = 13 ; key = fl_tol_pol ; val = 1e-05
pos = 14 ; key = fl_tol_val ; val = 1e-05
pos = 15 ; key = fl_w ; val = 1.28
pos = 16 ; key = fl_z_mu ; val = 0
pos = 17 ; key = fl_z_rho ; val = 0.8
pos = 18 ; key = fl_z_sig ; val = 0.2
pos = 19 ; key = it_a_n ; val = 750
pos = 20 ; key = it_maxiter_dist ; val = 1000
pos = 21 ; key = it_maxiter_val ; val = 1000
pos = 22 ; key = it_size_type ; val = 2
pos = 23 ; key = it_st_simu_type_g_seed ; val = 123
pos = 24 ; key = it_st_simu_type_g_simun ; val = 20
pos = 25 ; key = it_tol_pol_nochange ; val = 25
pos = 26 ; key = it_trans_power_dist ; val = 1000
pos = 27 ; key = it_z_n ; val = 15
pos = 28 ; key = st_analytical_stationary_type ; val = eigenvector
pos = 29 ; key = st_model ; val = az
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Matrix in Container and Sizes and Basic Statistics
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                         i    idx    rowN    colN    mean      std      min    max
                         _    ___    ____    ____    ____    _______    ___    ___

    ar_param_keys_idx    1     1      1       2      1.5     0.70711     1      2 

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

    bl_loglin                   1     2         0
    fl_a_max                    2     4        50
    fl_a_min                    3     5         0
    fl_b_bd                     4     6         0
    fl_beta                     5     7      0.94
    fl_crra                     6     8       1.5
    fl_loglin_threshold         7     9         1
    fl_nan_replace              8    10     -9999
    fl_r_save                   9    11     0.025
    fl_tol_dist                10    12     1e-05
    fl_tol_pol                 11    13     1e-05
    fl_tol_val                 12    14     1e-05
    fl_w                       13    15      1.28
    fl_z_mu                    14    16         0
    fl_z_rho                   15    17       0.8
    fl_z_sig                   16    18       0.2
    it_a_n                     17    19       750
    it_maxiter_dist            18    20      1000
    it_maxiter_val             19    21      1000
    it_size_type               20    22         2
    it_st_simu_type_g_seed     21    23       123
    it_st_simu_type_g_simun    22    24        20
    it_tol_pol_nochange        23    25        25
    it_trans_power_dist        24    26      1000
    it_z_n                     25    27        15

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

    cl_st_param_keys                 1     3 
    st_analytical_stationary_type    2    28 
    st_model                         3    29 

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Begin: Show all key and value pairs from container
CONTAINER NAME: PARAM_TSTAR_MAP
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  Map with properties:

        Count: 18
      KeyType: char
    ValueType: any

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pos = 1 ; key = fl_a_max ;rown= 1 ,coln= 5
fl_a_max :mu= 65 ,sd= 11.8585 ,min= 50 ,max= 80
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1      50        57.5        65        72.5        80   

pos = 2 ; key = fl_alpha ;rown= 1 ,coln= 5
fl_alpha :mu= 0.4 ,sd= 0.079057 ,min= 0.3 ,max= 0.5
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1      0.3       0.35        0.4       0.45        0.5  

pos = 3 ; key = fl_b_bd ;rown= 1 ,coln= 5
fl_b_bd :mu= -12.5 ,sd= 5.9293 ,min= -20 ,max= -5
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1      -20      -16.25      -12.5      -8.75       -5   

pos = 4 ; key = fl_beta ;rown= 1 ,coln= 5
fl_beta :mu= 0.92 ,sd= 0.039528 ,min= 0.87 ,max= 0.97
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1     0.87       0.895      0.92       0.945      0.97  

pos = 5 ; key = fl_c_min ;rown= 1 ,coln= 5
fl_c_min :mu= 0.0155 ,sd= 0.011463 ,min= 0.001 ,max= 0.03
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1     0.03      0.02275    0.0155     0.00825     0.001 

pos = 6 ; key = fl_crra ;rown= 1 ,coln= 5
fl_crra :mu= 3 ,sd= 1.5811 ,min= 1 ,max= 5
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1       1          2          3          4          5   

pos = 7 ; key = fl_delta ;rown= 1 ,coln= 5
fl_delta :mu= 0.08 ,sd= 0.047434 ,min= 0.02 ,max= 0.14
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1     0.02       0.05       0.08       0.11       0.14  

pos = 8 ; key = fl_r_save ;rown= 1 ,coln= 5
fl_r_save :mu= 0.025 ,sd= 0.011859 ,min= 0.01 ,max= 0.04
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1     0.01      0.0175      0.025     0.0325      0.04  

pos = 9 ; key = fl_w ;rown= 1 ,coln= 5
fl_w :mu= 1.25 ,sd= 0.11859 ,min= 1.1 ,max= 1.4
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1      1.1       1.175      1.25       1.325       1.4  

pos = 10 ; key = fl_z_r_borr_max ;rown= 1 ,coln= 5
fl_z_r_borr_max :mu= 0.1225 ,sd= 0.021741 ,min= 0.095 ,max= 0.15
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1     0.095     0.10875    0.1225     0.13625     0.15  

pos = 11 ; key = fl_z_r_borr_n ;rown= 1 ,coln= 6
fl_z_r_borr_n :mu= 15 ,sd= 7.4833 ,min= 5 ,max= 25
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5    zi_6_c6
               _______    _______    _______    _______    _______    _______

    zi_1_r1       5          9         13         17         21         25   

pos = 12 ; key = fl_z_r_borr_poiss_mean ;rown= 1 ,coln= 5
fl_z_r_borr_poiss_mean :mu= 12.5 ,sd= 5.9293 ,min= 5 ,max= 20
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1       5        8.75       12.5       16.25       20   

pos = 13 ; key = fl_z_rho ;rown= 1 ,coln= 5
fl_z_rho :mu= 0.495 ,sd= 0.39133 ,min= 0 ,max= 0.99
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1       0       0.2475      0.495     0.7425      0.99  

pos = 14 ; key = fl_z_sig ;rown= 1 ,coln= 5
fl_z_sig :mu= 0.255 ,sd= 0.19369 ,min= 0.01 ,max= 0.5
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1     0.01      0.1325      0.255     0.3775       0.5  

pos = 15 ; key = fl_z_wage_rho ;rown= 1 ,coln= 5
fl_z_wage_rho :mu= 0.495 ,sd= 0.39133 ,min= 0 ,max= 0.99
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1       0       0.2475      0.495     0.7425      0.99  

pos = 16 ; key = fl_z_wage_sig ;rown= 1 ,coln= 5
fl_z_wage_sig :mu= 0.255 ,sd= 0.19369 ,min= 0.01 ,max= 0.5
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1     0.01      0.1325      0.255     0.3775       0.5  

pos = 17 ; key = it_a_n ;rown= 1 ,coln= 5
it_a_n :mu= 1300 ,sd= 948.6833 ,min= 100 ,max= 2500
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1      100        700       1300       1900       2500  

pos = 18 ; key = it_z_n ;rown= 1 ,coln= 5
it_z_n :mu= 15 ,sd= 7.9057 ,min= 5 ,max= 25
               zi_1_c1    zi_2_c2    zi_3_c3    zi_4_c4    zi_5_c5
               _______    _______    _______    _______    _______

    zi_1_r1       5         10         15         20         25   

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

    fl_a_max                   1     1      1       5          65      11.859       50      80
    fl_alpha                   2     2      1       5         0.4    0.079057      0.3     0.5
    fl_b_bd                    3     3      1       5       -12.5      5.9293      -20      -5
    fl_beta                    4     4      1       5        0.92    0.039528     0.87    0.97
    fl_c_min                   5     5      1       5      0.0155    0.011463    0.001    0.03
    fl_crra                    6     6      1       5           3      1.5811        1       5
    fl_delta                   7     7      1       5        0.08    0.047434     0.02    0.14
    fl_r_save                  8     8      1       5       0.025    0.011859     0.01    0.04
    fl_w                       9     9      1       5        1.25     0.11859      1.1     1.4
    fl_z_r_borr_max           10    10      1       5      0.1225    0.021741    0.095    0.15
    fl_z_r_borr_n             11    11      1       6          15      7.4833        5      25
    fl_z_r_borr_poiss_mean    12    12      1       5        12.5      5.9293        5      20
    fl_z_rho                  13    13      1       5       0.495     0.39133        0    0.99
    fl_z_sig                  14    14      1       5       0.255     0.19369     0.01     0.5
    fl_z_wage_rho             15    15      1       5       0.495     0.39133        0    0.99
    fl_z_wage_sig             16    16      1       5       0.255     0.19369     0.01     0.5
    it_a_n                    17    17      1       5        1300      948.68      100    2500
    it_z_n                    18    18      1       5          15      7.9057        5      25

Generate New or Obtain Existing Mat

Mat file folder and mat file name

if ~exist(st_mat_test_path,'dir'); mkdir(st_mat_test_path); end
st_file_name = [st_mat_test_prefix st_mat_test_name_main st_mat_test_suffix '.mat'];
st_file_path_full = [st_mat_test_path, st_file_name];

bl_mat_exists = isfile(st_file_path_full);

if ( ~bl_replacefile && bl_mat_exists )

    st_loaded = load(st_file_path_full, 'tb_outcomes');
    tb_outcomes = st_loaded.tb_outcomes;

else

Initialize Storage

    disp('---------------------------');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp(['Vary These Parameters:' cl_st_param_keys]);
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('---------------------------');

    % cl_tb_outcomes_meansdperc_wthinfo = cell([length(cl_st_param_keys), 1]);
    tb_outcomes = [];
---------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxx
    'Vary These Paramet…'    'fl_crra'    'fl_beta'

xxxxxxxxxxxxxxxxxxxxxxxxxxx
---------------------------

Simulate 1: Cross Simulation, fix one point, extend parameters in each direction

Given X and Y parameters, simulate along an array of x values fixing y value, then simulate along an array of y values fixing x value. Along the x and y grid, this produces a cross of simulated points. The intersection of the array arrays, the center of the cross could be some benchmark parameter value, or perhaps some estimated/calibrated parameter value point.

    if (strcmp(st_simu_type, 'c'))

        for it_pcombi_ctr = 1:length(cl_st_param_keys)

            st_param_key = cl_st_param_keys{it_pcombi_ctr};

            % Display Current Parameter been Varied
            % Parameter Key for Paraemter Getting Updated
            ar_param_values = param_tstar_map(st_param_key);
            st_param_desc = param_desc_map(st_param_key);
            fl_param_val_benchmark = param_map(st_param_key);

            disp('---------------------------');
            disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
            disp(['Vary ' st_param_desc ' (' st_param_key '): ' num2str(ar_param_values)]);
            for it_param_all_ctr = 1:length(cl_st_param_keys)
                disp([ cl_st_param_keys{it_param_all_ctr} ':' num2str(param_map(cl_st_param_keys{it_param_all_ctr}))]);
            end
            disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');

            % Simulate Model over Parameter Array Values
            for it_cur_param = 1:1:length(ar_param_values)

                % Adjust Value for Current Parameter been Varied
                fl_param_val = ar_param_values(it_cur_param);
                param_map(st_param_key) = fl_param_val;
                param_map = map_correction(param_map);
                disp(['xxxxx ' st_param_key ' = ' num2str(fl_param_val) ' xxxxx']);

                % Simulate Model
                ar_simu_info = [find(strcmp(ls_st_param_key, st_param_key)), ...
                    it_cur_param, cell2mat(values(param_map, cl_st_param_keys))];
                cl_col_names = [{'it_test_grp', 'it_cur_param'} cl_st_param_keys];
                [tb_outcomes_simu, variablenames] = simu_model_gen_stats(param_map, support_map, ar_simu_info, cl_col_names);
                tb_outcomes_simu.Properties.RowNames = ...
                    strcat(variablenames, '_p', num2str(it_pcombi_ctr), 'v', num2str(it_cur_param));
                var_param_key = repmat({st_param_key}, [length(variablenames),1]);
                tb_outcomes_simu = addvars(tb_outcomes_simu, variablenames, var_param_key, 'Before', 1);

                % Combine Results from Different Parameters in Shared Table
                if (it_pcombi_ctr == 1 && it_cur_param == 1)
                    tb_outcomes = tb_outcomes_simu;
                else
                    tb_outcomes = [tb_outcomes; tb_outcomes_simu];
                end

            end

            % Reset Base Parameters, parameters already grabbed out, updating
            param_map(st_param_key) = fl_param_val_benchmark;
        end
    end

Simulate 2: Full Grid Simulation, Simulate Along Full Grid

To explore the effects of parameters on model outcomes, simulate the model along full grids. Given X and Y parameters, this means simulate at all possible combinations of X and Y arrays.

    if (ismember(st_simu_type, ["g", "r"]))

        % Get Arrays to be Meshed in Cells
        cl_ar_param_subset_values = values(param_tstar_map, cl_st_param_keys);

        % Generate all possible combinations of parameters subsets
        if (strcmp(st_simu_type, 'g'))
            cl_mt_all = cl_ar_param_subset_values;
            [cl_mt_all{:}] = ndgrid(cl_ar_param_subset_values{:});
            mt_param_vals_combi = cell2mat(cellfun(@(m) m(:), cl_mt_all, 'uni', 0));
        elseif (strcmp(st_simu_type, 'r'))
            % random draw within max and min N count
            rng(it_st_simu_type_g_seed);
            mt_param_vals_combi = cell2mat(cellfun(@(m) ...
                                       rand([it_st_simu_type_g_simun,1]).*(max(param_tstar_map(m)) - min(param_tstar_map(m))) ...
                                       + min(param_tstar_map(m)), ...
                                       cl_st_param_keys, 'UniformOutput', false));
        end

        % Sizes
        it_test_combi_n = size(mt_param_vals_combi,1);

        % Show Combinations of Parameters Simulating over, convert from Matrix to Table for Clarity
        tb_pvals_combi = array2table(mt_param_vals_combi);
        tb_pvals_combi.Properties.VariableNames = cl_st_param_keys;
        tb_pvals_combi.Properties.RowNames = strcat('j=', string(1:size(mt_param_vals_combi,1)));
        clear mt_param_vals_combi;

        % Display
        disp(head(tb_pvals_combi, 10));
        disp(tail(tb_pvals_combi, 10));

        for it_pcombi_ctr = 1:it_test_combi_n

            tb_row_param_adj_cur = tb_pvals_combi(it_pcombi_ctr, :);

            disp(['xxxxx Shift to: xxxxx']);
            disp(tb_row_param_adj_cur)

            % Display Current Parameter been Varied
            for st_param_key = cl_st_param_keys
                param_map(st_param_key{1}) = tb_row_param_adj_cur{1, st_param_key};
            end
            param_map = map_correction(param_map);

            % Simulate Model
            ar_simu_info = [it_pcombi_ctr, cell2mat(values(param_map, cl_st_param_keys))];
            cl_col_names = [{'it_pcombi_ctr'} cl_st_param_keys];
            [tb_outcomes_simu, variablenames] = simu_model_gen_stats(param_map, support_map, ar_simu_info, cl_col_names);
            tb_outcomes_simu.Properties.RowNames = strcat(variablenames, '_v', num2str(it_pcombi_ctr));
            tb_outcomes_simu = addvars(tb_outcomes_simu, variablenames, 'Before', 1);

            % Combine Results from Different Parameters in Shared Table
            if (it_pcombi_ctr == 1)
                tb_outcomes = tb_outcomes_simu;
            else
                tb_outcomes = [tb_outcomes; tb_outcomes_simu];
            end

        end
    end

    % Table Output
    if (bl_display_simu_stats)
        disp('-------------------------');
        disp('xxxxxx tb_outcomes xxxxxx');
        disp(head(tb_outcomes, 10));
        disp(tail(tb_outcomes, 10));
    end
            fl_crra    fl_beta
            _______    _______

    j=1     3.7859     0.93344
    j=2     2.1446     0.95494
    j=3     1.9074     0.94245
    j=4     3.2053      0.9311
    j=5     3.8779     0.94224
    j=6     2.6924      0.9023
    j=7     4.9231     0.90618
    j=8     3.7393     0.89283
    j=9     2.9237     0.89937
    j=10    2.5685      0.9331

            fl_crra    fl_beta
            _______    _______

    j=11    2.3727     0.87921
    j=12    3.9162     0.91337
    j=13    2.7543     0.91309
    j=14    1.2387     0.91937
    j=15    2.5922     0.91258
    j=16     3.952     0.90123
    j=17      1.73     0.91264
    j=18    1.7018     0.95934
    j=19    3.1262     0.96442
    j=20    3.1273     0.92018

xxxxx Shift to: xxxxx
           fl_crra    fl_beta
           _______    _______

    j=1    3.7859     0.93344

Save Mat

    if (bl_mat_test)
        clear armt_map result_map
        if ~exist(st_mat_test_path,'dir'); mkdir(st_mat_test_path); end
        st_file_name = [st_mat_test_prefix st_mat_test_name_main st_mat_test_suffix];
        save(strcat(st_mat_test_path, st_file_name));
    end
end
end

Simulate Model given Parameter and Process Results

function [tb_outcomes_simu, variablenames] = simu_model_gen_stats(param_map, support_map, ar_simu_info, cl_col_names)
cl_st_param_keys = param_map('cl_st_param_keys');

Reset Parameters that are determined by other parameters

st_model = param_map('st_model');
if (ismember(st_model, ["az","abz"]))
    it_a_n = param_map('it_a_n');
    it_z_n = param_map('it_z_n');
    disp(['xxxxx st_model = ' st_model ', it_a_n = ' num2str(it_a_n) ', it_z_n = ' num2str(it_z_n) ' xxxxx']);
elseif (ismember(st_model, ["akz_wkz_iwkz"]))
    it_w_n = param_map('it_w_n');
    it_ak_n = param_map('it_ak_n');
    it_z_n = param_map('it_z_n');
    disp(['xxxxx st_model = ' st_model ...
          ', it_w_n = ' num2str(it_w_n) ', it_ak_n = ' num2str(it_ak_n) ...
          ', it_z_n = ' num2str(it_z_n) ' xxxxx']);
elseif (ismember(st_model, ["ipwkz", "ipwkbzr"]))
    it_w_perc_n = param_map('it_w_perc_n');
    it_ak_perc_n = param_map('it_ak_perc_n');
    it_z_n = param_map('it_z_n');
    disp(['xxxxx st_model = ' st_model ...
          ', it_w_perc_n = ' num2str(it_w_perc_n) ', it_ak_perc_n = ' num2str(it_ak_perc_n) ...
          ', it_z_n = ' num2str(it_z_n) ' xxxxx']);
end
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx
xxxxx st_model = az, it_a_n = 750, it_z_n = 15 xxxxx

Simulate Model

if (ismember(st_model, ["az", "abz"]))

    if (ismember(st_model, ["az"]))
        [armt_map, func_map] = ffs_az_get_funcgrid(param_map, support_map);
        result_map = ff_az_vf_vecsv(param_map, support_map, armt_map, func_map);
    elseif (ismember(st_model, ["abz"]))
        [armt_map, func_map] = ffs_abz_get_funcgrid(param_map, support_map);
        result_map = ff_abz_vf_vecsv(param_map, support_map, armt_map, func_map);
    end

    result_map = ff_az_ds_vecsv(param_map, support_map, armt_map, func_map, result_map);

elseif (ismember(st_model, ["akz_wkz_iwkz"]))

    [armt_map, func_map] = ffs_akz_get_funcgrid(param_map, support_map);
    result_map = ff_iwkz_vf_vecsv(param_map, support_map, armt_map, func_map);
    result_map = ff_iwkz_ds_vec(param_map, support_map, armt_map, func_map, result_map);

elseif (ismember(st_model, ["ipwkz"]))

    [armt_map, func_map] = ffs_ipwkz_get_funcgrid(param_map, support_map);
    result_map = ff_ipwkz_vf_vecsv(param_map, support_map, armt_map, func_map);
    result_map = ff_iwkz_ds_vecsv(param_map, support_map, armt_map, func_map, result_map);

elseif (ismember(st_model, ["ipwkbzr"]))

    [armt_map, func_map] = ffs_ipwkbzr_get_funcgrid(param_map, support_map);
    result_map = ff_ipwkbzr_vf_vecsv(param_map, support_map, armt_map, func_map);
    result_map = ff_iwkz_ds_vecsv(param_map, support_map, armt_map, func_map, result_map);

end
----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.8959

fl_choice_sd
    2.5842

fl_choice_coefofvar
    0.8924

fl_choice_prob_zero
    0.0327

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.9673

fl_choice_prob_max
   1.3544e-17

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                      0.032683               3.2683             0
           0.066756                      0.015877               4.8559    0.00036598
            0.13351                        0.0216               7.0159     0.0013618
            0.20027                      0.014257               8.4416     0.0023478
            0.26702                       0.01389               9.8306     0.0036286
            0.33378                      0.017324               11.563     0.0056253
            0.40053                      0.014384               13.001     0.0076149
            0.46729                      0.016516               14.653       0.01028
            0.53405                      0.018249               16.478      0.013645
             0.6008                       0.01395               17.873       0.01654

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.399                      8.8621e-18              100        1     
            49.466                       8.272e-18              100        1     
            49.533                      4.5804e-18              100        1     
            49.599                      8.6153e-18              100        1     
            49.666                      7.2469e-18              100        1     
            49.733                      3.9206e-18              100        1     
              49.8                      2.9638e-18              100        1     
            49.866                      4.5988e-18              100        1     
            49.933                      6.1492e-18              100        1     
                50                      1.3544e-17              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                             0                                       0            
          1                             0                                       0            
          5                       0.13351                               0.0013618            
         10                       0.33378                               0.0056253            
         15                       0.53405                                0.013645            
         20                       0.73431                                0.023146            
         25                       0.93458                                0.037583            
         35                        1.4019                                0.077552            
         50                        2.2029                                 0.17304            
         65                        3.2043                                 0.31101            
         75                        4.1389                                 0.44465            
         80                        4.7397                                 0.52023            
         85                        5.4072                                 0.60142            
         90                        6.4085                                 0.70265            
         95                        8.0107                                 0.82507            
         99                        11.549                                 0.95499            
       99.9                        15.888                                 0.99402            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    4.2483

fl_choice_sd
    2.8433

fl_choice_coefofvar
    0.6693

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   2.6934e-18

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF       cumsumFrac
    ____________________    ____________________________    ________    __________

          0.44468                    0.00078348             0.078348     8.201e-05
          0.51297                     0.0016547              0.24382    0.00028182
          0.51311                    0.00019359              0.26318     0.0003052
           0.5814                    0.00047207              0.31039     0.0003698
          0.58153                    0.00010029              0.32042    0.00038353
          0.59175                     0.0035351              0.67393    0.00087594
          0.64982                     0.0002392              0.69785    0.00091253
          0.64996                    0.00012027              0.70988    0.00093093
          0.66017                     0.0011215              0.82203     0.0011052
          0.68262                     0.0058357               1.4056     0.0020429

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    9.4126e-19             100        1     
           54.057                    5.9542e-19             100        1     
           54.098                    3.2292e-18             100        1     
           54.125                    1.0188e-18             100        1     
           54.194                    7.3169e-19             100        1     
           54.262                    4.5981e-19             100        1     
           54.331                    3.9507e-19             100        1     
           54.399                    6.6794e-19             100        1     
           54.467                     5.472e-19             100        1     
           54.536                    2.6934e-18             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.51297                              0.00028182           
          1                      0.68262                               0.0020429           
          5                       1.0023                               0.0094796           
         10                       1.3189                                0.023118           
         15                       1.5953                                 0.04134           
         20                        1.869                                0.061594           
         25                         2.14                                0.084677           
         35                       2.6766                                  0.1403           
         50                       3.5796                                 0.25119           
         65                       4.6788                                 0.39572           
         75                       5.6456                                 0.51683           
         80                       6.2722                                 0.58612           
         85                       7.0558                                 0.66441           
         90                       8.1197                                 0.75358           
         95                       9.8303                                 0.85763           
         99                       13.514                                 0.96356           
       99.9                       18.141                                 0.99533           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3524

fl_choice_sd
    0.2880

fl_choice_coefofvar
    0.2130

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   2.6934e-18

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF       cumsumFrac
    ______________________    ______________________________    ________    __________

           0.44468                      0.00078348              0.078348    0.00025762
           0.51297                       0.0016547               0.24382    0.00088527
           0.51311                      0.00019359               0.26318    0.00095872
            0.5814                      0.00047207               0.31039     0.0011617
           0.58153                      0.00010029               0.32042     0.0012048
           0.58307                       0.0002392               0.34434     0.0013079
            0.5832                      0.00012027               0.35637     0.0013598
           0.59175                       0.0035351               0.70988     0.0029066
           0.65149                      0.00030327               0.74021     0.0030527
           0.65163                      5.8469e-05               0.74605     0.0030809

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

              4.03                      9.4126e-19              100        1     
            4.0568                      5.9542e-19              100        1     
            4.0984                      3.2292e-18              100        1     
            4.1252                      1.0188e-18              100        1     
            4.1937                      7.3169e-19              100        1     
            4.2621                      4.5981e-19              100        1     
            4.3305                      3.9507e-19              100        1     
            4.3989                      6.6794e-19              100        1     
            4.4674                       5.472e-19              100        1     
            4.5358                      2.6934e-18              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.51297                               0.00088527           
          1                       0.68262                                0.0070469           
          5                       0.88213                                 0.028059           
         10                       0.98277                                 0.063119           
         15                        1.0595                                  0.10265           
         20                        1.1313                                  0.14079           
         25                         1.152                                  0.18306           
         35                        1.2371                                  0.27212           
         50                         1.344                                  0.41627           
         65                        1.4667                                  0.57246           
         75                        1.5359                                  0.68273           
         80                        1.5931                                  0.74038           
         85                        1.6394                                  0.80037           
         90                        1.7169                                   0.8623           
         95                        1.8301                                  0.92779           
         99                        2.0449                                  0.98416           
       99.9                        2.2623                                  0.99826           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                       2.8959         4.2483        1.3524 
    'sd'                         2.5842         2.8433         0.288 
    'coefofvar'                 0.89238        0.66928       0.21296 
    'min'                             0        0.44468       0.44468 
    'max'                            50         54.536        4.5358 
    'pYis0'                    0.032683              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                     0.96732              1             1 
    'pYisMINY'                 0.032683     0.00078348    0.00078348 
    'pYisMAXY'               1.3544e-17     2.6934e-18    2.6934e-18 
    'p0_1'                            0        0.51297       0.51297 
    'p1'                              0        0.68262       0.68262 
    'p5'                        0.13351         1.0023       0.88213 
    'p10'                       0.33378         1.3189       0.98277 
    'p15'                       0.53405         1.5953        1.0595 
    'p20'                       0.73431          1.869        1.1313 
    'p25'                       0.93458           2.14         1.152 
    'p35'                        1.4019         2.6766        1.2371 
    'p50'                        2.2029         3.5796         1.344 
    'p65'                        3.2043         4.6788        1.4667 
    'p75'                        4.1389         5.6456        1.5359 
    'p80'                        4.7397         6.2722        1.5931 
    'p85'                        5.4072         7.0558        1.6394 
    'p90'                        6.4085         8.1197        1.7169 
    'p95'                        8.0107         9.8303        1.8301 
    'p99'                        11.549         13.514        2.0449 
    'p99_9'                      15.888         18.141        2.2623 
    'fl_cov_cl_mt_pol_a'         6.6782         7.3398       0.66154 
    'fl_cor_cl_mt_pol_a'              1        0.99892       0.88886 
    'fl_cov_cl_mt_coh'           7.3398         8.0843       0.74449 
    'fl_cor_cl_mt_coh'          0.99892              1       0.90917 
    'fl_cov_cl_mt_pol_c'        0.66154        0.74449      0.082944 
    'fl_cor_cl_mt_pol_c'        0.88886        0.90917             1 
    'fracByP0_1'                      0     0.00028182    0.00088527 
    'fracByP1'                        0      0.0020429     0.0070469 
    'fracByP5'                0.0013618      0.0094796      0.028059 
    'fracByP10'               0.0056253       0.023118      0.063119 
    'fracByP15'                0.013645        0.04134       0.10265 
    'fracByP20'                0.023146       0.061594       0.14079 
    'fracByP25'                0.037583       0.084677       0.18306 
    'fracByP35'                0.077552         0.1403       0.27212 
    'fracByP50'                 0.17304        0.25119       0.41627 
    'fracByP65'                 0.31101        0.39572       0.57246 
    'fracByP75'                 0.44465        0.51683       0.68273 
    'fracByP80'                 0.52023        0.58612       0.74038 
    'fracByP85'                 0.60142        0.66441       0.80037 
    'fracByP90'                 0.70265        0.75358        0.8623 
    'fracByP95'                 0.82507        0.85763       0.92779 
    'fracByP99'                 0.95499        0.96356       0.98416 
    'fracByP99_9'               0.99402        0.99533       0.99826 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.6171

fl_choice_sd
    2.6169

fl_choice_coefofvar
    0.9999

fl_choice_prob_zero
    0.0689

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.9311

fl_choice_prob_max
   1.7986e-15

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                      0.068867               6.8867             0
           0.066756                      0.031933                10.08    0.00081453
            0.13351                      0.017273               11.807     0.0016957
            0.20027                      0.018811               13.688     0.0031351
            0.26702                      0.023601               16.048     0.0055432
            0.33378                      0.017755               17.824     0.0078076
            0.40053                      0.018866               19.711      0.010695
            0.46729                      0.015716               21.282      0.013501
            0.53405                      0.019483                23.23      0.017477
             0.6008                      0.016042               24.835       0.02116

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.399                      8.2076e-16              100        1     
            49.466                      5.1191e-16              100        1     
            49.533                      4.4879e-16              100        1     
            49.599                      7.4991e-16              100        1     
            49.666                      5.2017e-16              100        1     
            49.733                      3.6483e-16              100        1     
              49.8                      6.8672e-16              100        1     
            49.866                      2.5173e-16              100        1     
            49.933                       3.926e-16              100        1     
                50                      1.7986e-15              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                              0                                       0           
          1                              0                                       0           
          5                              0                                       0           
         10                       0.066756                              0.00081453           
         15                        0.26702                               0.0055432           
         20                        0.46729                                0.013501           
         25                        0.66756                                0.025926           
         35                         1.0681                                0.055552           
         50                         1.8692                                 0.14257           
         65                         2.8705                                 0.27414           
         75                         3.8051                                 0.40542           
         80                         4.4059                                 0.47985           
         85                         5.1402                                  0.5706           
         90                         6.2083                                 0.67801           
         95                         7.8772                                 0.80884           
         99                         11.549                                 0.94813           
       99.9                         16.222                                 0.99315           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    3.9625

fl_choice_sd
    2.8722

fl_choice_coefofvar
    0.7248

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   2.5529e-16

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0011444             0.11444    0.00012843
          0.51297                     0.0025495             0.36939    0.00045848
          0.51311                    0.00014862             0.38426    0.00047772
           0.5814                    0.00039184             0.42344    0.00053522
          0.58153                    8.8283e-05             0.43227    0.00054817
          0.59175                     0.0057193              1.0042     0.0014023
          0.64982                    0.00024178              1.0284     0.0014419
          0.64996                     0.0001087              1.0392     0.0014597
          0.66017                      0.001102              1.1494     0.0016433
          0.68262                      0.010049              2.1543     0.0033744

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    8.2841e-17             100        1     
           54.057                    4.3585e-17             100        1     
           54.098                    3.4868e-16             100        1     
           54.125                    6.1374e-17             100        1     
           54.194                    5.8398e-17             100        1     
           54.262                    3.3408e-17             100        1     
           54.331                    5.1573e-17             100        1     
           54.399                     2.853e-17             100        1     
           54.467                    6.2844e-17             100        1     
           54.536                    2.5529e-16             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00012843           
          1                      0.59175                               0.0014023           
          5                      0.90837                                0.012024           
         10                       1.1163                                0.023578           
         15                       1.3341                                0.037232           
         20                       1.5926                                0.056379           
         25                       1.8049                                0.077221           
         35                       2.3036                                   0.129           
         50                       3.1931                                 0.23395           
         65                       4.3301                                 0.37449           
         75                       5.3035                                 0.49536           
         80                       5.9744                                 0.56675           
         85                       6.7512                                 0.64681           
         90                       7.8882                                 0.73856           
         95                       9.6694                                 0.84793           
         99                       13.567                                 0.96041           
       99.9                       18.449                                 0.99486           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3454

fl_choice_sd
    0.2908

fl_choice_coefofvar
    0.2162

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   2.5529e-16

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0011444              0.11444    0.00037826
           0.51297                       0.0025495              0.36939     0.0013503
           0.51311                      0.00014862              0.38426      0.001407
            0.5814                      0.00039184              0.42344     0.0015763
           0.58153                      8.8283e-05              0.43227     0.0016145
            0.5832                       0.0001087              0.44314     0.0016616
           0.59175                       0.0057193               1.0151      0.004177
           0.64982                      0.00024178               1.0392     0.0042938
           0.65149                      0.00026939               1.0662     0.0044243
           0.65163                       4.739e-05               1.0709     0.0044472

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

              4.03                      8.2841e-17              100        1     
            4.0568                      4.3585e-17              100        1     
            4.0984                      3.4868e-16              100        1     
            4.1252                      6.1374e-17              100        1     
            4.1937                      5.8398e-17              100        1     
            4.2621                      3.3408e-17              100        1     
            4.3305                      5.1573e-17              100        1     
            4.3989                       2.853e-17              100        1     
            4.4674                      6.2844e-17              100        1     
            4.5358                      2.5529e-16              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00037826           
          1                       0.59175                                 0.004177           
          5                       0.85587                                 0.028441           
         10                       0.97846                                 0.062217           
         15                        1.0519                                 0.098967           
         20                         1.128                                  0.14013           
         25                        1.1454                                  0.18192           
         35                        1.2321                                  0.27093           
         50                        1.3577                                  0.41695           
         65                        1.4617                                  0.57259           
         75                        1.5375                                  0.68289           
         80                        1.5868                                  0.74057           
         85                        1.6327                                   0.8003           
         90                        1.7087                                  0.86264           
         95                         1.822                                  0.92796           
         99                        2.0115                                  0.98424           
       99.9                        2.2527                                  0.99827           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                       2.6171         3.9625        1.3454 
    'sd'                         2.6169         2.8722       0.29084 
    'coefofvar'                 0.99994        0.72483       0.21617 
    'min'                             0        0.44468       0.44468 
    'max'                            50         54.536        4.5358 
    'pYis0'                    0.068867              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                     0.93113              1             1 
    'pYisMINY'                 0.068867      0.0011444     0.0011444 
    'pYisMAXY'               1.7986e-15     2.5529e-16    2.5529e-16 
    'p0_1'                            0        0.44468       0.44468 
    'p1'                              0        0.59175       0.59175 
    'p5'                              0        0.90837       0.85587 
    'p10'                      0.066756         1.1163       0.97846 
    'p15'                       0.26702         1.3341        1.0519 
    'p20'                       0.46729         1.5926         1.128 
    'p25'                       0.66756         1.8049        1.1454 
    'p35'                        1.0681         2.3036        1.2321 
    'p50'                        1.8692         3.1931        1.3577 
    'p65'                        2.8705         4.3301        1.4617 
    'p75'                        3.8051         5.3035        1.5375 
    'p80'                        4.4059         5.9744        1.5868 
    'p85'                        5.1402         6.7512        1.6327 
    'p90'                        6.2083         7.8882        1.7087 
    'p95'                        7.8772         9.6694         1.822 
    'p99'                        11.549         13.567        2.0115 
    'p99_9'                      16.222         18.449        2.2527 
    'fl_cov_cl_mt_pol_a'         6.8484         7.5066       0.65823 
    'fl_cor_cl_mt_pol_a'              1        0.99871       0.86484 
    'fl_cov_cl_mt_coh'           7.5066         8.2494       0.74282 
    'fl_cor_cl_mt_coh'          0.99871              1       0.88924 
    'fl_cov_cl_mt_pol_c'        0.65823        0.74282      0.084587 
    'fl_cor_cl_mt_pol_c'        0.86484        0.88924             1 
    'fracByP0_1'                      0     0.00012843    0.00037826 
    'fracByP1'                        0      0.0014023      0.004177 
    'fracByP5'                        0       0.012024      0.028441 
    'fracByP10'              0.00081453       0.023578      0.062217 
    'fracByP15'               0.0055432       0.037232      0.098967 
    'fracByP20'                0.013501       0.056379       0.14013 
    'fracByP25'                0.025926       0.077221       0.18192 
    'fracByP35'                0.055552          0.129       0.27093 
    'fracByP50'                 0.14257        0.23395       0.41695 
    'fracByP65'                 0.27414        0.37449       0.57259 
    'fracByP75'                 0.40542        0.49536       0.68289 
    'fracByP80'                 0.47985        0.56675       0.74057 
    'fracByP85'                  0.5706        0.64681        0.8003 
    'fracByP90'                 0.67801        0.73856       0.86264 
    'fracByP95'                 0.80884        0.84793       0.92796 
    'fracByP99'                 0.94813        0.96041       0.98424 
    'fracByP99_9'               0.99315        0.99486       0.99827 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3561

fl_choice_sd
    1.6272

fl_choice_coefofvar
    1.1999

fl_choice_prob_zero
    0.1472

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.8528

fl_choice_prob_max
   6.6225e-37

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                       0.14716               14.716            0 
           0.066756                      0.058532               20.569    0.0028812 
            0.13351                      0.047872               25.356    0.0075942 
            0.20027                      0.028815               28.238     0.011849 
            0.26702                      0.029062               31.144     0.017572 
            0.33378                      0.031469               34.291     0.025317 
            0.40053                      0.035975               37.889     0.035942 
            0.46729                      0.023542               40.243     0.044054 
            0.53405                      0.026691               42.912     0.054565 
             0.6008                      0.021805               45.092     0.064225 

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.399                     -7.5726e-36              100        1     
            49.466                     -1.4888e-35              100        1     
            49.533                      -3.233e-36              100        1     
            49.599                     -1.3613e-35              100        1     
            49.666                     -1.8301e-36              100        1     
            49.733                     -5.3085e-36              100        1     
              49.8                     -9.6307e-36              100        1     
            49.866                     -4.9795e-36              100        1     
            49.933                      2.0402e-35              100        1     
                50                      6.6225e-37              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                              0                                      0            
          1                              0                                      0            
          5                              0                                      0            
         10                              0                                      0            
         15                       0.066756                              0.0028812            
         20                       0.066756                              0.0028812            
         25                        0.13351                              0.0075942            
         35                        0.40053                               0.035942            
         50                        0.80107                                0.09857            
         65                         1.4019                                0.21866            
         75                         1.9359                                0.33572            
         80                         2.3364                                0.41297            
         85                         2.8037                                0.50393            
         90                         3.5381                                0.62573            
         95                         4.6729                                0.76816            
         99                         7.2764                                0.93556            
       99.9                         10.614                                0.99146            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.6700

fl_choice_sd
    1.9018

fl_choice_coefofvar
    0.7123

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
  -5.6514e-36

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0018354             0.18354    0.00030567
          0.51297                     0.0042799             0.61153     0.0011279
          0.51311                    0.00016619             0.62815     0.0011599
           0.5814                    0.00048444             0.67659     0.0012654
          0.58153                    7.3393e-05             0.68393     0.0012813
          0.59175                      0.010141              1.6981     0.0035289
          0.64982                    0.00023146              1.7212     0.0035852
          0.64996                    9.1571e-05              1.7304     0.0036075
          0.66017                     0.0014288              1.8732     0.0039608
          0.68262                      0.019127              3.7859     0.0088508

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    7.7968e-36             100        1     
           54.057                   -9.6269e-36             100        1     
           54.098                    3.0495e-36             100        1     
           54.125                    -8.358e-36             100        1     
           54.194                   -9.6307e-36             100        1     
           54.262                   -4.9795e-36             100        1     
           54.331                    2.0402e-35             100        1     
           54.399                    8.1043e-37             100        1     
           54.467                    5.5032e-36             100        1     
           54.536                   -5.6514e-36             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00030567           
          1                      0.59175                               0.0035289           
          5                      0.78744                                0.018529           
         10                      0.90837                                0.033223           
         15                       1.0479                                0.054288           
         20                       1.1847                                0.071045           
         25                       1.2772                                 0.09086           
         35                       1.5953                                 0.14559           
         50                       2.0983                                 0.24808           
         65                       2.8243                                 0.38405           
         75                        3.456                                 0.50062           
         80                       3.9083                                 0.57028           
         85                       4.4557                                 0.64756           
         90                       5.2196                                 0.73714           
         95                       6.5197                                 0.84626           
         99                       9.3272                                 0.95927           
       99.9                       12.872                                 0.99468           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3139

fl_choice_sd
    0.3218

fl_choice_coefofvar
    0.2449

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
  -5.6514e-36

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0018354              0.18354    0.00062117
           0.51297                       0.0042799              0.61153     0.0022921
           0.51311                      0.00016619              0.62815      0.002357
            0.5814                      0.00048444              0.67659     0.0025714
           0.58153                      7.3393e-05              0.68393     0.0026039
            0.5832                      9.1571e-05              0.69309     0.0026445
           0.59175                        0.010141               1.7072     0.0072119
           0.64982                      0.00023146               1.7304     0.0073263
           0.65149                      0.00025387               1.7557     0.0074522
           0.65163                      4.1149e-05               1.7599     0.0074726

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            4.3873                     -6.0722e-36              100        1     
            4.3889                      8.6008e-37              100        1     
            4.3906                     -9.6269e-36              100        1     
            4.3923                      -8.358e-36              100        1     
            4.3939                     -9.6307e-36              100        1     
            4.3956                     -4.9795e-36              100        1     
            4.3973                      2.0402e-35              100        1     
            4.3989                      8.1043e-37              100        1     
            4.4674                      5.5032e-36              100        1     
            4.5358                     -5.6514e-36              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00062117           
          1                       0.59175                                0.0072119           
          5                       0.78744                                 0.039319           
         10                       0.90837                                 0.075136           
         15                       0.97846                                 0.096876           
         20                        1.0486                                  0.13405           
         25                        1.1196                                  0.17586           
         35                        1.2031                                  0.25912           
         50                        1.3131                                  0.40247           
         65                        1.4283                                  0.56043           
         75                        1.5246                                  0.67411           
         80                        1.5935                                  0.73298           
         85                        1.6353                                  0.79319           
         90                        1.7216                                   0.8577           
         95                        1.8334                                  0.92493           
         99                        2.0642                                  0.98346           
       99.9                         2.324                                  0.99819           

    OriginalVariableNames    cl_mt_pol_a     cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    ___________    ___________

    'mean'                       1.3561            2.67         1.3139
    'sd'                         1.6272          1.9018        0.32177
    'coefofvar'                  1.1999         0.71226        0.24489
    'min'                             0         0.44468        0.44468
    'max'                            50          54.536         4.5358
    'pYis0'                     0.14716               0              0
    'pYls0'                           0               0              0
    'pYgr0'                     0.85284               1              1
    'pYisMINY'                  0.14716       0.0018354      0.0018354
    'pYisMAXY'               6.6225e-37     -5.6514e-36    -5.6514e-36
    'p0_1'                            0         0.44468        0.44468
    'p1'                              0         0.59175        0.59175
    'p5'                              0         0.78744        0.78744
    'p10'                             0         0.90837        0.90837
    'p15'                      0.066756          1.0479        0.97846
    'p20'                      0.066756          1.1847         1.0486
    'p25'                       0.13351          1.2772         1.1196
    'p35'                       0.40053          1.5953         1.2031
    'p50'                       0.80107          2.0983         1.3131
    'p65'                        1.4019          2.8243         1.4283
    'p75'                        1.9359           3.456         1.5246
    'p80'                        2.3364          3.9083         1.5935
    'p85'                        2.8037          4.4557         1.6353
    'p90'                        3.5381          5.2196         1.7216
    'p95'                        4.6729          6.5197         1.8334
    'p99'                        7.2764          9.3272         2.0642
    'p99_9'                      10.614          12.872          2.324
    'fl_cov_cl_mt_pol_a'         2.6478          3.0804        0.43269
    'fl_cor_cl_mt_pol_a'              1         0.99545        0.82641
    'fl_cov_cl_mt_coh'           3.0804          3.6167        0.53622
    'fl_cor_cl_mt_coh'          0.99545               1        0.87629
    'fl_cov_cl_mt_pol_c'        0.43269         0.53622        0.10353
    'fl_cor_cl_mt_pol_c'        0.82641         0.87629              1
    'fracByP0_1'                      0      0.00030567     0.00062117
    'fracByP1'                        0       0.0035289      0.0072119
    'fracByP5'                        0        0.018529       0.039319
    'fracByP10'                       0        0.033223       0.075136
    'fracByP15'               0.0028812        0.054288       0.096876
    'fracByP20'               0.0028812        0.071045        0.13405
    'fracByP25'               0.0075942         0.09086        0.17586
    'fracByP35'                0.035942         0.14559        0.25912
    'fracByP50'                 0.09857         0.24808        0.40247
    'fracByP65'                 0.21866         0.38405        0.56043
    'fracByP75'                 0.33572         0.50062        0.67411
    'fracByP80'                 0.41297         0.57028        0.73298
    'fracByP85'                 0.50393         0.64756        0.79319
    'fracByP90'                 0.62573         0.73714         0.8577
    'fracByP95'                 0.76816         0.84626        0.92493
    'fracByP99'                 0.93556         0.95927        0.98346
    'fracByP99_9'               0.99146         0.99468        0.99819

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.1541

fl_choice_sd
    2.1281

fl_choice_coefofvar
    0.9879

fl_choice_prob_zero
    0.0543

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.9457

fl_choice_prob_max
   3.6589e-25

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                      0.054345               5.4345            0 
           0.066756                      0.039024               9.3369    0.0012094 
            0.13351                      0.026342               11.971    0.0028421 
            0.20027                      0.020627               14.034    0.0047598 
            0.26702                      0.019788               16.013    0.0072127 
            0.33378                      0.027381               18.751     0.011456 
            0.40053                      0.022966               21.047     0.015726 
            0.46729                      0.021102               23.157     0.020304 
            0.53405                      0.022488               25.406     0.025879 
             0.6008                      0.017802               27.186     0.030844 

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.399                      5.3353e-25              100        1     
            49.466                      4.9027e-25              100        1     
            49.533                      3.2255e-25              100        1     
            49.599                      2.5792e-25              100        1     
            49.666                      3.1774e-25              100        1     
            49.733                      2.5745e-25              100        1     
              49.8                       1.471e-25              100        1     
            49.866                       1.519e-25              100        1     
            49.933                      1.4412e-25              100        1     
                50                      3.6589e-25              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                             0                                       0            
          1                             0                                       0            
          5                             0                                       0            
         10                       0.13351                               0.0028421            
         15                       0.26702                               0.0072127            
         20                       0.40053                                0.015726            
         25                       0.53405                                0.025879            
         35                       0.93458                                0.064263            
         50                        1.5354                                  0.1487            
         65                        2.3364                                 0.28091            
         75                        3.0708                                 0.40406            
         80                        3.6048                                 0.48875            
         85                        4.2056                                 0.57728            
         90                        5.0067                                 0.67667            
         95                        6.4753                                 0.81336            
         99                        9.4793                                 0.94883            
       99.9                        13.284                                 0.99317            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    3.4879

fl_choice_sd
    2.3939

fl_choice_coefofvar
    0.6863

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   8.1652e-26

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0011778             0.11778    0.00015016
          0.51297                     0.0025704             0.37482     0.0005282
          0.51311                    0.00022244             0.39707    0.00056092
           0.5814                    0.00056495             0.45356    0.00065509
          0.58153                    7.4201e-05             0.46098    0.00066746
          0.59175                     0.0056436              1.0253     0.0016249
          0.64982                    0.00023338              1.0487     0.0016684
          0.64996                    0.00013314               1.062     0.0016932
          0.66017                     0.0014805                1.21     0.0019734
          0.68262                     0.0095617              2.1662     0.0038447

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    3.6069e-26             100        1     
           54.057                    6.0754e-26             100        1     
           54.098                    9.1572e-26             100        1     
           54.125                    4.7296e-26             100        1     
           54.194                    6.5804e-26             100        1     
           54.262                    3.4611e-26             100        1     
           54.331                    3.1159e-26             100        1     
           54.399                    2.8932e-26             100        1     
           54.467                    3.2161e-26             100        1     
           54.536                    8.1652e-26             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00015016           
          1                      0.59175                               0.0016249           
          5                      0.90837                                 0.01332           
         10                       1.1136                                0.024878           
         15                       1.3189                                 0.04295           
         20                       1.5242                                0.062457           
         25                       1.7295                                0.085796           
         35                       2.1427                                 0.14038           
         50                        2.851                                 0.24737           
         65                       3.7893                                 0.39089           
         75                       4.6104                                 0.51012           
         80                       5.1533                                 0.57965           
         85                       5.8242                                 0.65822           
         90                       6.7315                                 0.74743           
         95                       8.2457                                 0.85419           
         99                       11.501                                 0.96192           
       99.9                       15.558                                  0.9951           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3339

fl_choice_sd
    0.3007

fl_choice_coefofvar
    0.2255

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   8.1652e-26

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0011778              0.11778    0.00039265
           0.51297                       0.0025704              0.37482     0.0013812
           0.51311                      0.00022244              0.39707     0.0014668
            0.5814                      0.00056495              0.45356      0.001713
           0.58153                      7.4201e-05              0.46098     0.0017454
            0.5832                      0.00013314               0.4743     0.0018036
           0.59175                       0.0056436               1.0387     0.0043073
           0.64982                      0.00023338                1.062      0.004421
           0.65149                      0.00034977                1.097     0.0045918
           0.65163                      8.2005e-05               1.1052     0.0046319

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            4.1202                      9.9012e-26              100        1     
            4.1219                      8.0301e-26              100        1     
            4.1236                      6.0754e-26              100        1     
             4.192                      4.7296e-26              100        1     
            4.1937                      6.5804e-26              100        1     
            4.2621                      3.4611e-26              100        1     
            4.3305                      3.1159e-26              100        1     
            4.3989                      2.8932e-26              100        1     
            4.4674                      3.2161e-26              100        1     
            4.5358                      8.1652e-26              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00039265           
          1                       0.59175                                0.0043073           
          5                       0.82447                                 0.026622           
         10                       0.93431                                 0.061112           
         15                        1.0495                                  0.10325           
         20                        1.0753                                  0.13903           
         25                        1.1363                                  0.18016           
         35                        1.2221                                  0.27064           
         50                        1.3239                                   0.4106           
         65                        1.4495                                  0.56752           
         75                        1.5401                                  0.67995           
         80                        1.5785                                  0.73705           
         85                        1.6469                                  0.79768           
         90                        1.7149                                  0.86006           
         95                        1.8367                                  0.92648           
         99                        2.0416                                  0.98385           
       99.9                        2.2728                                  0.99822           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                       2.1541         3.4879        1.3339 
    'sd'                         2.1281         2.3939       0.30073 
    'coefofvar'                 0.98793        0.68635       0.22546 
    'min'                             0        0.44468       0.44468 
    'max'                            50         54.536        4.5358 
    'pYis0'                    0.054345              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                     0.94566              1             1 
    'pYisMINY'                 0.054345      0.0011778     0.0011778 
    'pYisMAXY'               3.6589e-25     8.1652e-26    8.1652e-26 
    'p0_1'                            0        0.44468       0.44468 
    'p1'                              0        0.59175       0.59175 
    'p5'                              0        0.90837       0.82447 
    'p10'                       0.13351         1.1136       0.93431 
    'p15'                       0.26702         1.3189        1.0495 
    'p20'                       0.40053         1.5242        1.0753 
    'p25'                       0.53405         1.7295        1.1363 
    'p35'                       0.93458         2.1427        1.2221 
    'p50'                        1.5354          2.851        1.3239 
    'p65'                        2.3364         3.7893        1.4495 
    'p75'                        3.0708         4.6104        1.5401 
    'p80'                        3.6048         5.1533        1.5785 
    'p85'                        4.2056         5.8242        1.6469 
    'p90'                        5.0067         6.7315        1.7149 
    'p95'                        6.4753         8.2457        1.8367 
    'p99'                        9.4793         11.501        2.0416 
    'p99_9'                      13.284         15.558        2.2728 
    'fl_cov_cl_mt_pol_a'         4.5287         5.0845       0.55586 
    'fl_cor_cl_mt_pol_a'              1        0.99806       0.86857 
    'fl_cov_cl_mt_coh'           5.0845         5.7308        0.6463 
    'fl_cor_cl_mt_coh'          0.99806              1       0.89774 
    'fl_cov_cl_mt_pol_c'        0.55586         0.6463      0.090439 
    'fl_cor_cl_mt_pol_c'        0.86857        0.89774             1 
    'fracByP0_1'                      0     0.00015016    0.00039265 
    'fracByP1'                        0      0.0016249     0.0043073 
    'fracByP5'                        0        0.01332      0.026622 
    'fracByP10'               0.0028421       0.024878      0.061112 
    'fracByP15'               0.0072127        0.04295       0.10325 
    'fracByP20'                0.015726       0.062457       0.13903 
    'fracByP25'                0.025879       0.085796       0.18016 
    'fracByP35'                0.064263        0.14038       0.27064 
    'fracByP50'                  0.1487        0.24737        0.4106 
    'fracByP65'                 0.28091        0.39089       0.56752 
    'fracByP75'                 0.40406        0.51012       0.67995 
    'fracByP80'                 0.48875        0.57965       0.73705 
    'fracByP85'                 0.57728        0.65822       0.79768 
    'fracByP90'                 0.67667        0.74743       0.86006 
    'fracByP95'                 0.81336        0.85419       0.92648 
    'fracByP99'                 0.94883        0.96192       0.98385 
    'fracByP99_9'               0.99317         0.9951       0.99822 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    3.6977

fl_choice_sd
    3.1003

fl_choice_coefofvar
    0.8385

fl_choice_prob_zero
    0.0174

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.9826

fl_choice_prob_max
   3.3092e-13

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                      0.017355               1.7355             0
           0.066756                      0.012255               2.9611    0.00022125
            0.13351                      0.010488               4.0098    0.00059992
            0.20027                      0.012616               5.2714     0.0012832
            0.26702                      0.013232               6.5946     0.0022387
            0.33378                     0.0097756               7.5721     0.0031211
            0.40053                      0.010978               8.6699     0.0043102
            0.46729                       0.01274               9.9439     0.0059202
            0.53405                      0.010702               11.014     0.0074659
             0.6008                      0.014256                12.44     0.0097821

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.399                      1.0335e-13              100        1     
            49.466                      1.0912e-13              100        1     
            49.533                      8.6138e-14              100        1     
            49.599                      7.0709e-14              100        1     
            49.666                      1.1417e-13              100        1     
            49.733                      7.0763e-14              100        1     
              49.8                      8.5667e-14              100        1     
            49.866                      1.2054e-13              100        1     
            49.933                      4.7771e-14              100        1     
                50                      3.3092e-13              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                             0                                       0            
          1                             0                                       0            
          5                       0.20027                               0.0012832            
         10                       0.53405                               0.0074659            
         15                       0.80107                                 0.01657            
         20                        1.0681                                0.027958            
         25                        1.3351                                 0.04482            
         35                        1.9359                                0.090018            
         50                        2.9372                                 0.18979            
         65                        4.1389                                  0.3314            
         75                        5.2069                                 0.45775            
         80                        5.9413                                 0.53723            
         85                        6.8091                                 0.62108            
         90                        7.8772                                 0.71597            
         95                        9.8131                                 0.83579            
         99                        13.818                                 0.95751            
       99.9                        18.892                                 0.99441            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    5.0701

fl_choice_sd
    3.3539

fl_choice_coefofvar
    0.6615

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   4.3931e-14

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF       cumsumFrac
    ____________________    ____________________________    ________    __________

          0.44468                    0.00053867             0.053867    4.7245e-05
          0.51297                     0.0010783               0.1617    0.00015634
          0.51311                    0.00016236              0.17793    0.00017277
           0.5814                     0.0003806              0.21599    0.00021642
          0.58153                    0.00010029              0.22602    0.00022792
          0.59175                      0.002161              0.44212    0.00048013
          0.64982                    0.00026106              0.46822    0.00051359
          0.64996                    9.6486e-05              0.47787    0.00052596
          0.66017                    0.00089565              0.56744    0.00064258
          0.68262                     0.0032971              0.89715     0.0010865

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    8.6833e-15             100        1     
           54.057                    5.2228e-15             100        1     
           54.098                    6.2002e-14             100        1     
           54.125                    4.9159e-15             100        1     
           54.194                    8.0896e-15             100        1     
           54.262                    5.8365e-15             100        1     
           54.331                    7.6938e-15             100        1     
           54.399                    4.8367e-15             100        1     
           54.467                    5.9693e-15             100        1     
           54.536                    4.3931e-14             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.51297                              0.00015634           
          1                      0.75104                               0.0014712           
          5                       1.1616                               0.0089563           
         10                       1.5313                                0.022258           
         15                       1.8822                                0.039291           
         20                       2.2244                                0.059765           
         25                       2.5532                                 0.08315           
         35                       3.2348                                 0.14028           
         50                       4.3167                                 0.25073           
         65                       5.6323                                 0.39722           
         75                       6.7821                                 0.51922           
         80                       7.4931                                 0.58907           
         85                       8.4356                                 0.66757           
         90                       9.6142                                 0.75599           
         95                       11.638                                 0.85987           
         99                       15.825                                 0.96425           
       99.9                       21.151                                 0.99544           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3724

fl_choice_sd
    0.2789

fl_choice_coefofvar
    0.2032

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   4.3931e-14

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF       cumsumFrac
    ______________________    ______________________________    ________    __________

           0.44468                      0.00053867              0.053867    0.00017454
           0.51297                       0.0010783                0.1617    0.00057756
           0.51311                      0.00016236               0.17793    0.00063826
            0.5814                       0.0003806               0.21599    0.00079949
           0.58153                      0.00010029               0.22602    0.00084199
           0.58307                      0.00026106               0.25213     0.0009529
            0.5832                      9.6486e-05               0.26178     0.0009939
           0.59175                        0.002161               0.47787     0.0019256
           0.65149                      0.00023112               0.50098     0.0020353
           0.65163                      6.0828e-05               0.50707     0.0020642

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

              4.03                      8.6833e-15              100        1     
            4.0568                      5.2228e-15              100        1     
            4.0984                      6.2002e-14              100        1     
            4.1252                      4.9159e-15              100        1     
            4.1937                      8.0896e-15              100        1     
            4.2621                      5.8365e-15              100        1     
            4.3305                      7.6938e-15              100        1     
            4.3989                      4.8367e-15              100        1     
            4.4674                      5.9693e-15              100        1     
            4.5358                      4.3931e-14              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.51297                               0.00057756           
          1                       0.68262                                 0.004596           
          5                       0.91004                                 0.029121           
         10                        1.0127                                 0.064606           
         15                        1.0753                                  0.10316           
         20                         1.148                                  0.14359           
         25                        1.1796                                  0.18577           
         35                        1.2572                                  0.27565           
         50                        1.3766                                  0.42011           
         65                          1.48                                  0.57567           
         75                        1.5509                                    0.686           
         80                        1.6069                                  0.74322           
         85                        1.6536                                  0.80267           
         90                         1.732                                  0.86404           
         95                        1.8283                                  0.92879           
         99                         2.042                                  0.98446           
       99.9                         2.259                                  0.99829           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                       3.6977         5.0701        1.3724 
    'sd'                         3.1003         3.3539       0.27887 
    'coefofvar'                 0.83845         0.6615       0.20319 
    'min'                             0        0.44468       0.44468 
    'max'                            50         54.536        4.5358 
    'pYis0'                    0.017355              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                     0.98264              1             1 
    'pYisMINY'                 0.017355     0.00053867    0.00053867 
    'pYisMAXY'               3.3092e-13     4.3931e-14    4.3931e-14 
    'p0_1'                            0        0.51297       0.51297 
    'p1'                              0        0.75104       0.68262 
    'p5'                        0.20027         1.1616       0.91004 
    'p10'                       0.53405         1.5313        1.0127 
    'p15'                       0.80107         1.8822        1.0753 
    'p20'                        1.0681         2.2244         1.148 
    'p25'                        1.3351         2.5532        1.1796 
    'p35'                        1.9359         3.2348        1.2572 
    'p50'                        2.9372         4.3167        1.3766 
    'p65'                        4.1389         5.6323          1.48 
    'p75'                        5.2069         6.7821        1.5509 
    'p80'                        5.9413         7.4931        1.6069 
    'p85'                        6.8091         8.4356        1.6536 
    'p90'                        7.8772         9.6142         1.732 
    'p95'                        9.8131         11.638        1.8283 
    'p99'                        13.818         15.825         2.042 
    'p99_9'                      18.892         21.151         2.259 
    'fl_cov_cl_mt_pol_a'         9.6121         10.391       0.77931 
    'fl_cor_cl_mt_pol_a'              1        0.99935       0.90136 
    'fl_cov_cl_mt_coh'           10.391         11.249       0.85708 
    'fl_cor_cl_mt_coh'          0.99935              1       0.91637 
    'fl_cov_cl_mt_pol_c'        0.77931        0.85708      0.077769 
    'fl_cor_cl_mt_pol_c'        0.90136        0.91637             1 
    'fracByP0_1'                      0     0.00015634    0.00057756 
    'fracByP1'                        0      0.0014712      0.004596 
    'fracByP5'                0.0012832      0.0089563      0.029121 
    'fracByP10'               0.0074659       0.022258      0.064606 
    'fracByP15'                 0.01657       0.039291       0.10316 
    'fracByP20'                0.027958       0.059765       0.14359 
    'fracByP25'                 0.04482        0.08315       0.18577 
    'fracByP35'                0.090018        0.14028       0.27565 
    'fracByP50'                 0.18979        0.25073       0.42011 
    'fracByP65'                  0.3314        0.39722       0.57567 
    'fracByP75'                 0.45775        0.51922         0.686 
    'fracByP80'                 0.53723        0.58907       0.74322 
    'fracByP85'                 0.62108        0.66757       0.80267 
    'fracByP90'                 0.71597        0.75599       0.86404 
    'fracByP95'                 0.83579        0.85987       0.92879 
    'fracByP99'                 0.95751        0.96425       0.98446 
    'fracByP99_9'               0.99441        0.99544       0.99829 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    0.8799

fl_choice_sd
    1.1350

fl_choice_coefofvar
    1.2898

fl_choice_prob_zero
    0.1844

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.8156

fl_choice_prob_max
  -3.2806e-34

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                       0.18444               18.444            0 
           0.066756                      0.091589               27.603    0.0069484 
            0.13351                      0.043447               31.948     0.013541 
            0.20027                      0.052235               37.172     0.025429 
            0.26702                      0.043354               41.507     0.038585 
            0.33378                      0.039323               45.439     0.053501 
            0.40053                      0.032321               48.671     0.068213 
            0.46729                      0.031196               51.791      0.08478 
            0.53405                      0.032571               55.048      0.10455 
             0.6008                      0.027117                57.76      0.12306 

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            48.665                     -7.4222e-34              100        1     
            48.732                      5.0186e-34              100        1     
            48.798                     -1.0985e-33              100        1     
            48.865                     -2.7721e-34              100        1     
            48.932                     -1.4531e-34              100        1     
            48.999                     -4.6423e-35              100        1     
            49.065                      3.8407e-34              100        1     
            49.132                      3.2672e-35              100        1     
            49.199                      3.8839e-34              100        1     
            49.266                     -3.2806e-34              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                              0                                      0            
          1                              0                                      0            
          5                              0                                      0            
         10                              0                                      0            
         15                              0                                      0            
         20                       0.066756                              0.0069484            
         25                       0.066756                              0.0069484            
         35                        0.20027                               0.025429            
         50                        0.46729                                0.08478            
         65                        0.86782                                0.19593            
         75                         1.2684                                0.31946            
         80                         1.5354                                0.39723            
         85                         1.8692                                0.48426            
         90                         2.3364                                0.59872            
         95                         3.2043                                0.75243            
         99                         5.2069                                0.93217            
       99.9                         7.6769                                0.99072            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.1819

fl_choice_sd
    1.4307

fl_choice_coefofvar
    0.6557

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
  -3.2806e-34

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0021472             0.21472    0.00043761
          0.51297                     0.0050899             0.72371     0.0016343
          0.51311                    0.00015141             0.73886     0.0016699
           0.5814                    0.00048184             0.78704     0.0017982
          0.58153                    6.3573e-05              0.7934     0.0018152
          0.59175                      0.012261              2.0195     0.0051404
          0.64982                    0.00022447              2.0419     0.0052072
          0.64996                    7.2542e-05              2.0492     0.0052288
          0.66017                     0.0015256              2.2017     0.0056904
          0.68262                      0.023524              4.5542       0.01305

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    9.0402e-35             100        1     
           54.057                    -4.451e-34             100        1     
           54.098                    6.6457e-35             100        1     
           54.125                   -3.6761e-34             100        1     
           54.194                   -2.1177e-34             100        1     
           54.262                   -4.6423e-35             100        1     
           54.331                    3.8407e-34             100        1     
           54.399                    3.2672e-35             100        1     
           54.467                    3.8839e-34             100        1     
           54.536                   -3.2806e-34             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00043761           
          1                      0.59175                               0.0051404           
          5                      0.75104                                0.014751           
         10                      0.90837                                0.049874           
         15                      0.97679                                0.059309           
         20                       1.0479                                 0.08173           
         25                       1.1847                                 0.10736           
         35                         1.39                                   0.162           
         50                       1.7562                                  0.2728           
         65                       2.2839                                 0.40964           
         75                       2.7629                                  0.5231           
         80                       3.0872                                 0.58889           
         85                       3.4977                                 0.66425           
         90                       4.0718                                  0.7508           
         95                       5.0715                                 0.85368           
         99                       7.2611                                 0.96128           
       99.9                       9.9981                                 0.99497           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3020

fl_choice_sd
    0.3440

fl_choice_coefofvar
    0.2642

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
  -3.2806e-34

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0021472              0.21472    0.00073337
           0.51297                       0.0050899              0.72371     0.0027387
           0.51311                      0.00015141              0.73886     0.0027984
            0.5814                      0.00048184              0.78704     0.0030136
           0.58153                      6.3573e-05               0.7934      0.003042
            0.5832                      7.2542e-05              0.80065     0.0030744
           0.59175                        0.012261               2.0267     0.0086469
           0.64982                      0.00022447               2.0492     0.0087589
           0.65149                      0.00021926               2.0711     0.0088686
           0.65163                      2.8899e-05                2.074     0.0088831

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            5.1883                      6.0959e-34              100        1     
              5.19                      1.0412e-34              100        1     
            5.2584                      -4.451e-34              100        1     
            5.2601                     -3.6761e-34              100        1     
            5.2618                     -2.1177e-34              100        1     
            5.2634                     -4.6423e-35              100        1     
            5.2651                      3.8407e-34              100        1     
            5.2668                      3.2672e-35              100        1     
            5.2684                      3.8839e-34              100        1     
            5.2701                     -3.2806e-34              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00073337           
          1                       0.59175                                0.0086469           
          5                       0.75104                                 0.025332           
         10                       0.85587                                  0.05625           
         15                       0.90837                                 0.090523           
         20                        1.0448                                  0.12688           
         25                        1.0495                                  0.17578           
         35                        1.1914                                  0.25466           
         50                        1.2889                                  0.39865           
         65                        1.4161                                  0.55467           
         75                        1.5268                                  0.66557           
         80                         1.583                                  0.72516           
         85                        1.6631                                  0.78758           
         90                        1.7532                                  0.85239           
         95                        1.8701                                  0.92171           
         99                        2.1355                                  0.98275           
       99.9                        2.4096                                  0.99809           

    OriginalVariableNames    cl_mt_pol_a     cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    ___________    ___________

    'mean'                       0.87993         2.1819          1.302
    'sd'                           1.135         1.4307        0.34404
    'coefofvar'                   1.2898        0.65572        0.26424
    'min'                              0        0.44468        0.44468
    'max'                         49.266         54.536         5.2701
    'pYis0'                      0.18444              0              0
    'pYls0'                            0              0              0
    'pYgr0'                      0.81556              1              1
    'pYisMINY'                   0.18444      0.0021472      0.0021472
    'pYisMAXY'               -3.2806e-34    -3.2806e-34    -3.2806e-34
    'p0_1'                             0        0.44468        0.44468
    'p1'                               0        0.59175        0.59175
    'p5'                               0        0.75104        0.75104
    'p10'                              0        0.90837        0.85587
    'p15'                              0        0.97679        0.90837
    'p20'                       0.066756         1.0479         1.0448
    'p25'                       0.066756         1.1847         1.0495
    'p35'                        0.20027           1.39         1.1914
    'p50'                        0.46729         1.7562         1.2889
    'p65'                        0.86782         2.2839         1.4161
    'p75'                         1.2684         2.7629         1.5268
    'p80'                         1.5354         3.0872          1.583
    'p85'                         1.8692         3.4977         1.6631
    'p90'                         2.3364         4.0718         1.7532
    'p95'                         3.2043         5.0715         1.8701
    'p99'                         5.2069         7.2611         2.1355
    'p99_9'                       7.6769         9.9981         2.4096
    'fl_cov_cl_mt_pol_a'          1.2881         1.6084        0.32025
    'fl_cor_cl_mt_pol_a'               1        0.99049        0.82016
    'fl_cov_cl_mt_coh'            1.6084          2.047        0.43862
    'fl_cor_cl_mt_coh'           0.99049              1        0.89107
    'fl_cov_cl_mt_pol_c'         0.32025        0.43862        0.11837
    'fl_cor_cl_mt_pol_c'         0.82016        0.89107              1
    'fracByP0_1'                       0     0.00043761     0.00073337
    'fracByP1'                         0      0.0051404      0.0086469
    'fracByP5'                         0       0.014751       0.025332
    'fracByP10'                        0       0.049874        0.05625
    'fracByP15'                        0       0.059309       0.090523
    'fracByP20'                0.0069484        0.08173        0.12688
    'fracByP25'                0.0069484        0.10736        0.17578
    'fracByP35'                 0.025429          0.162        0.25466
    'fracByP50'                  0.08478         0.2728        0.39865
    'fracByP65'                  0.19593        0.40964        0.55467
    'fracByP75'                  0.31946         0.5231        0.66557
    'fracByP80'                  0.39723        0.58889        0.72516
    'fracByP85'                  0.48426        0.66425        0.78758
    'fracByP90'                  0.59872         0.7508        0.85239
    'fracByP95'                  0.75243        0.85368        0.92171
    'fracByP99'                  0.93217        0.96128        0.98275
    'fracByP99_9'                0.99072        0.99497        0.99809

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.6882

fl_choice_sd
    2.2985

fl_choice_coefofvar
    0.8551

fl_choice_prob_zero
    0.0227

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.9773

fl_choice_prob_max
   7.7051e-25

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                      0.022747               2.2747             0
           0.066756                      0.016167               3.8913    0.00040147
            0.13351                      0.013797                5.271     0.0010867
            0.20027                      0.016983               6.9693     0.0023519
            0.26702                       0.01784               8.7534      0.004124
            0.33378                      0.013855               10.139     0.0058444
            0.40053                      0.014071               11.546      0.007941
            0.46729                      0.017253               13.271       0.01094
            0.53405                      0.015094               14.781      0.013939
             0.6008                      0.018631               16.644      0.018103

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.399                      1.0788e-24              100        1     
            49.466                      9.6881e-25              100        1     
            49.533                         6.6e-25              100        1     
            49.599                      1.0218e-24              100        1     
            49.666                      6.4786e-25              100        1     
            49.733                      5.6156e-25              100        1     
              49.8                      2.9032e-25              100        1     
            49.866                      2.9367e-25              100        1     
            49.933                      4.7024e-25              100        1     
                50                      7.7051e-25              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                             0                                       0            
          1                             0                                       0            
          5                       0.13351                               0.0010867            
         10                       0.33378                               0.0058444            
         15                        0.6008                                0.018103            
         20                       0.80107                                0.030968            
         25                        1.0013                                0.049067            
         35                        1.4019                                0.091465            
         50                        2.0694                                 0.18477            
         65                         3.004                                 0.33183            
         75                        3.8051                                 0.45935            
         80                        4.2724                                 0.52599            
         85                        4.9399                                 0.61619            
         90                        5.8077                                 0.71271            
         95                        7.2764                                 0.83338            
         99                        10.347                                  0.9564            
       99.9                        14.152                                 0.99419            

----------------------------------------
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Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    4.0354

fl_choice_sd
    2.5644

fl_choice_coefofvar
    0.6355

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   1.7195e-25

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF       cumsumFrac
    ____________________    ____________________________    ________    __________

          0.44468                    0.00069867             0.069867    7.6991e-05
          0.51297                     0.0014064              0.21051    0.00025577
          0.51311                    0.00021884              0.23239     0.0002836
           0.5814                     0.0005051               0.2829    0.00035637
          0.58153                    0.00010371              0.29327    0.00037131
          0.59175                     0.0028277              0.57604    0.00078596
          0.64982                     0.0003024              0.60628    0.00083466
          0.64996                     0.0001318              0.61946    0.00085588
          0.66017                     0.0011822              0.73768     0.0010493
          0.68262                     0.0043226               1.1699     0.0017805

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    1.1769e-25             100        1     
           54.057                    1.2641e-25             100        1     
           54.098                    1.9284e-25             100        1     
           54.125                    2.2614e-25             100        1     
           54.194                    1.0416e-25             100        1     
           54.262                    8.1214e-26             100        1     
           54.331                    5.9553e-26             100        1     
           54.399                    5.5868e-26             100        1     
           54.467                    1.0494e-25             100        1     
           54.536                    1.7195e-25             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.51297                              0.00025577           
          1                      0.68262                               0.0017805           
          5                       1.0479                                0.010824           
         10                       1.3669                                 0.02562           
         15                       1.6193                                0.043986           
         20                       1.8822                                0.066326           
         25                       2.1427                                0.092301           
         35                        2.626                                 0.15057           
         50                       3.4471                                   0.264           
         65                       4.4247                                 0.40784           
         75                       5.3035                                 0.52858           
         80                       5.8616                                 0.59732           
         85                       6.5747                                 0.67434           
         90                       7.5326                                 0.76119           
         95                       9.0668                                 0.86311           
         99                       12.351                                 0.96507           
       99.9                       16.448                                 0.99554           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3472

fl_choice_sd
    0.2931

fl_choice_coefofvar
    0.2176

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   1.7195e-25

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF       cumsumFrac
    ______________________    ______________________________    ________    __________

           0.44468                      0.00069867              0.069867    0.00023062
           0.51297                       0.0014064               0.21051    0.00076613
           0.51311                      0.00021884               0.23239    0.00084948
            0.5814                       0.0005051                0.2829     0.0010675
           0.58153                      0.00010371               0.29327     0.0011122
           0.58307                       0.0003024               0.32351     0.0012431
            0.5832                       0.0001318               0.33669     0.0013002
           0.59175                       0.0028277               0.61946     0.0025422
           0.65149                      0.00032833               0.65229      0.002701
           0.65163                      0.00010205                0.6625     0.0027503

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            4.1202                      1.8226e-25              100        1     
            4.1219                      1.5478e-25              100        1     
            4.1236                      1.2641e-25              100        1     
             4.192                      2.2614e-25              100        1     
            4.1937                      1.0416e-25              100        1     
            4.2621                      8.1214e-26              100        1     
            4.3305                      5.9553e-26              100        1     
            4.3989                      5.5868e-26              100        1     
            4.4674                      1.0494e-25              100        1     
            4.5358                      1.7195e-25              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.51297                               0.00076613           
          1                       0.68262                                0.0062689           
          5                        0.8788                                  0.02826           
         10                       0.98277                                  0.06301           
         15                        1.0579                                   0.1005           
         20                        1.0878                                  0.13997           
         25                         1.147                                  0.18238           
         35                        1.2321                                  0.27061           
         50                        1.3339                                  0.41415           
         65                        1.4617                                  0.56951           
         75                        1.5501                                  0.68104           
         80                        1.5885                                  0.73844           
         85                        1.6581                                  0.79896           
         90                        1.7154                                  0.86108           
         95                        1.8288                                  0.92682           
         99                        2.0475                                  0.98394           
       99.9                         2.289                                  0.99824           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                       2.6882         4.0354        1.3472 
    'sd'                         2.2985         2.5644        0.2931 
    'coefofvar'                 0.85505        0.63549       0.21756 
    'min'                             0        0.44468       0.44468 
    'max'                            50         54.536        4.5358 
    'pYis0'                    0.022747              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                     0.97725              1             1 
    'pYisMINY'                 0.022747     0.00069867    0.00069867 
    'pYisMAXY'               7.7051e-25     1.7195e-25    1.7195e-25 
    'p0_1'                            0        0.51297       0.51297 
    'p1'                              0        0.68262       0.68262 
    'p5'                        0.13351         1.0479        0.8788 
    'p10'                       0.33378         1.3669       0.98277 
    'p15'                        0.6008         1.6193        1.0579 
    'p20'                       0.80107         1.8822        1.0878 
    'p25'                        1.0013         2.1427         1.147 
    'p35'                        1.4019          2.626        1.2321 
    'p50'                        2.0694         3.4471        1.3339 
    'p65'                         3.004         4.4247        1.4617 
    'p75'                        3.8051         5.3035        1.5501 
    'p80'                        4.2724         5.8616        1.5885 
    'p85'                        4.9399         6.5747        1.6581 
    'p90'                        5.8077         7.5326        1.7154 
    'p95'                        7.2764         9.0668        1.8288 
    'p99'                        10.347         12.351        2.0475 
    'p99_9'                      14.152         16.448         2.289 
    'fl_cov_cl_mt_pol_a'         5.2833         5.8869       0.60356 
    'fl_cor_cl_mt_pol_a'              1        0.99871       0.89589 
    'fl_cov_cl_mt_coh'           5.8869         6.5763       0.68947 
    'fl_cor_cl_mt_coh'          0.99871              1       0.91729 
    'fl_cov_cl_mt_pol_c'        0.60356        0.68947      0.085907 
    'fl_cor_cl_mt_pol_c'        0.89589        0.91729             1 
    'fracByP0_1'                      0     0.00025577    0.00076613 
    'fracByP1'                        0      0.0017805     0.0062689 
    'fracByP5'                0.0010867       0.010824       0.02826 
    'fracByP10'               0.0058444        0.02562       0.06301 
    'fracByP15'                0.018103       0.043986        0.1005 
    'fracByP20'                0.030968       0.066326       0.13997 
    'fracByP25'                0.049067       0.092301       0.18238 
    'fracByP35'                0.091465        0.15057       0.27061 
    'fracByP50'                 0.18477          0.264       0.41415 
    'fracByP65'                 0.33183        0.40784       0.56951 
    'fracByP75'                 0.45935        0.52858       0.68104 
    'fracByP80'                 0.52599        0.59732       0.73844 
    'fracByP85'                 0.61619        0.67434       0.79896 
    'fracByP90'                 0.71271        0.76119       0.86108 
    'fracByP95'                 0.83338        0.86311       0.92682 
    'fracByP99'                  0.9564        0.96507       0.98394 
    'fracByP99_9'               0.99419        0.99554       0.99824 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3965

fl_choice_sd
    1.4961

fl_choice_coefofvar
    1.0714

fl_choice_prob_zero
    0.0971

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.9029

fl_choice_prob_max
   1.6042e-35

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                      0.097068               9.7068            0 
           0.066756                      0.047446               14.451    0.0022681 
            0.13351                      0.035166               17.968    0.0056302 
            0.20027                      0.030786               21.047     0.010045 
            0.26702                      0.039599               25.007     0.017617 
            0.33378                      0.035082               28.515     0.026002 
            0.40053                      0.025593               31.074     0.033343 
            0.46729                      0.025753               33.649     0.041961 
            0.53405                      0.024355               36.085     0.051275 
             0.6008                      0.039621               40.047     0.068322 

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.132                      1.5608e-34              100        1     
            49.199                     -1.2619e-34              100        1     
            49.266                      1.4722e-35              100        1     
            49.332                     -6.5544e-35              100        1     
            49.399                      1.9927e-35              100        1     
            49.466                      8.1929e-36              100        1     
            49.533                      -3.871e-34              100        1     
            49.599                       -8.01e-36              100        1     
            49.666                      4.7431e-35              100        1     
            49.733                      1.6042e-35              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                              0                                      0            
          1                              0                                      0            
          5                              0                                      0            
         10                       0.066756                              0.0022681            
         15                        0.13351                              0.0056302            
         20                        0.20027                               0.010045            
         25                        0.26702                               0.017617            
         35                        0.53405                               0.051275            
         50                        0.93458                                0.13208            
         65                         1.4686                                0.25598            
         75                         2.0027                                0.38657            
         80                         2.3364                                0.45577            
         85                          2.737                                 0.5452            
         90                         3.4045                                0.65772            
         95                         4.4059                                0.79118            
         99                         6.7423                                0.94401            
       99.9                         9.6128                                0.99248            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.7114

fl_choice_sd
    1.7806

fl_choice_coefofvar
    0.6567

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   1.6042e-35

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0015919             0.15919    0.00026108
          0.51297                     0.0035339             0.51257    0.00092966
          0.51311                    0.00023074             0.53565    0.00097332
           0.5814                    0.00064584             0.60023     0.0011118
          0.58153                    0.00011865             0.61209     0.0011373
          0.59175                     0.0079497              1.4071     0.0028723
          0.64982                    0.00037089              1.4442     0.0029612
          0.64996                    0.00012067              1.4562     0.0029901
          0.66017                     0.0017709              1.6333     0.0034213
          0.68262                      0.014064              3.0397      0.006962

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    -1.223e-35             100        1     
           54.057                    2.6952e-35             100        1     
           54.098                   -6.0887e-35             100        1     
           54.125                   -4.6565e-36             100        1     
           54.194                    1.9927e-35             100        1     
           54.262                    8.1929e-36             100        1     
           54.331                    -3.871e-34             100        1     
           54.399                     -8.01e-36             100        1     
           54.467                    4.7431e-35             100        1     
           54.536                    1.6042e-35             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00026108           
          1                      0.59175                               0.0028723           
          5                      0.78744                                0.014146           
         10                      0.97679                                0.031184           
         15                       1.1163                                 0.05094           
         20                       1.2664                                0.071253           
         25                       1.4033                                 0.09535           
         35                       1.7321                                   0.155           
         50                       2.2244                                 0.26183           
         65                       2.8997                                 0.40348           
         75                       3.5156                                 0.52239           
         80                       3.9083                                 0.58878           
         85                       4.4051                                  0.6657           
         90                       5.0982                                 0.75315           
         95                       6.2614                                 0.85668           
         99                       8.7843                                 0.96251           
       99.9                       11.925                                 0.99517           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3149

fl_choice_sd
    0.3232

fl_choice_coefofvar
    0.2458

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   1.6042e-35

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0015919              0.15919    0.00053834
           0.51297                       0.0035339              0.51257      0.001917
           0.51311                      0.00023074              0.53565      0.002007
            0.5814                      0.00064584              0.60023     0.0022926
           0.58153                      0.00011865              0.61209      0.002345
            0.5832                      0.00012067              0.62416     0.0023986
           0.59175                       0.0079497               1.4191     0.0059762
           0.64982                      0.00037089               1.4562     0.0061595
           0.65149                      0.00032923               1.4891     0.0063226
           0.65163                      5.0076e-05               1.4942     0.0063474

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            4.7878                      9.3278e-35              100        1     
            4.7895                     -2.7453e-35              100        1     
            4.7911                      2.6952e-35              100        1     
            4.7928                     -4.6565e-36              100        1     
            4.7945                      1.9927e-35              100        1     
            4.7961                      8.1929e-36              100        1     
            4.7978                      -3.871e-34              100        1     
            4.7995                       -8.01e-36              100        1     
            4.8011                      4.7431e-35              100        1     
            4.8028                      1.6042e-35              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00053834           
          1                       0.59175                                0.0059762           
          5                       0.78744                                 0.031731           
         10                       0.90837                                 0.065114           
         15                        0.9818                                 0.098304           
         20                        1.0512                                  0.13798           
         25                        1.0828                                  0.17312           
         35                        1.2014                                  0.25985           
         50                        1.3006                                  0.40253           
         65                          1.43                                  0.56113           
         75                        1.5201                                  0.67184           
         80                        1.5935                                  0.73106           
         85                        1.6382                                  0.79215           
         90                        1.7249                                  0.85626           
         95                        1.8672                                  0.92377           
         99                        2.0988                                  0.98314           
       99.9                        2.3761                                  0.99815           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                       1.3965         2.7114        1.3149 
    'sd'                         1.4961         1.7806       0.32318 
    'coefofvar'                  1.0714        0.65672       0.24578 
    'min'                             0        0.44468       0.44468 
    'max'                        49.733         54.536        4.8028 
    'pYis0'                    0.097068              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                     0.90293              1             1 
    'pYisMINY'                 0.097068      0.0015919     0.0015919 
    'pYisMAXY'               1.6042e-35     1.6042e-35    1.6042e-35 
    'p0_1'                            0        0.44468       0.44468 
    'p1'                              0        0.59175       0.59175 
    'p5'                              0        0.78744       0.78744 
    'p10'                      0.066756        0.97679       0.90837 
    'p15'                       0.13351         1.1163        0.9818 
    'p20'                       0.20027         1.2664        1.0512 
    'p25'                       0.26702         1.4033        1.0828 
    'p35'                       0.53405         1.7321        1.2014 
    'p50'                       0.93458         2.2244        1.3006 
    'p65'                        1.4686         2.8997          1.43 
    'p75'                        2.0027         3.5156        1.5201 
    'p80'                        2.3364         3.9083        1.5935 
    'p85'                         2.737         4.4051        1.6382 
    'p90'                        3.4045         5.0982        1.7249 
    'p95'                        4.4059         6.2614        1.8672 
    'p99'                        6.7423         8.7843        2.0988 
    'p99_9'                      9.6128         11.925        2.3761 
    'fl_cov_cl_mt_pol_a'         2.2383         2.6522       0.41392 
    'fl_cor_cl_mt_pol_a'              1        0.99559       0.85607 
    'fl_cov_cl_mt_coh'           2.6522         3.1706       0.51836 
    'fl_cor_cl_mt_coh'          0.99559              1       0.90078 
    'fl_cov_cl_mt_pol_c'        0.41392        0.51836       0.10445 
    'fl_cor_cl_mt_pol_c'        0.85607        0.90078             1 
    'fracByP0_1'                      0     0.00026108    0.00053834 
    'fracByP1'                        0      0.0028723     0.0059762 
    'fracByP5'                        0       0.014146      0.031731 
    'fracByP10'               0.0022681       0.031184      0.065114 
    'fracByP15'               0.0056302        0.05094      0.098304 
    'fracByP20'                0.010045       0.071253       0.13798 
    'fracByP25'                0.017617        0.09535       0.17312 
    'fracByP35'                0.051275          0.155       0.25985 
    'fracByP50'                 0.13208        0.26183       0.40253 
    'fracByP65'                 0.25598        0.40348       0.56113 
    'fracByP75'                 0.38657        0.52239       0.67184 
    'fracByP80'                 0.45577        0.58878       0.73106 
    'fracByP85'                  0.5452         0.6657       0.79215 
    'fracByP90'                 0.65772        0.75315       0.85626 
    'fracByP95'                 0.79118        0.85668       0.92377 
    'fracByP99'                 0.94401        0.96251       0.98314 
    'fracByP99_9'               0.99248        0.99517       0.99815 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    0.9836

fl_choice_sd
    1.2080

fl_choice_coefofvar
    1.2281

fl_choice_prob_zero
    0.1608

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.8392

fl_choice_prob_max
  -2.4321e-35

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                       0.16083               16.083            0 
           0.066756                      0.057019               21.785    0.0038697 
            0.13351                      0.072986               29.084     0.013776 
            0.20027                      0.035544               32.638     0.021013 
            0.26702                      0.044433               37.081     0.033076 
            0.33378                      0.040741               41.155     0.046901 
            0.40053                       0.03609               44.764     0.061597 
            0.46729                      0.029629               47.727     0.075672 
            0.53405                      0.025212               50.249     0.089361 
             0.6008                      0.025181               52.767      0.10474 

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            48.798                      4.3199e-35              100        1     
            48.865                       -4.12e-35              100        1     
            48.932                     -8.2259e-36              100        1     
            48.999                      -1.285e-35              100        1     
            49.065                     -2.7746e-35              100        1     
            49.132                     -3.5455e-36              100        1     
            49.199                      4.6196e-35              100        1     
            49.266                      2.0967e-37              100        1     
            49.332                      2.4846e-35              100        1     
            49.399                     -2.4321e-35              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                              0                                      0            
          1                              0                                      0            
          5                              0                                      0            
         10                              0                                      0            
         15                              0                                      0            
         20                       0.066756                              0.0038697            
         25                        0.13351                               0.013776            
         35                        0.26702                               0.033076            
         50                        0.53405                               0.089361            
         65                         1.0013                                0.21664            
         75                         1.4019                                0.33193            
         80                         1.6689                                 0.4058            
         85                         2.0694                                0.50545            
         90                         2.5367                                0.61465            
         95                         3.4713                                0.76702            
         99                          5.474                                0.93389            
       99.9                         8.0774                                0.99129            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.2882

fl_choice_sd
    1.5018

fl_choice_coefofvar
    0.6563

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
  -2.4321e-35

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0020305             0.20305    0.00039461
          0.51297                     0.0047444              0.6775     0.0014582
          0.51311                    0.00018804              0.6963     0.0015004
           0.5814                    0.00057716             0.75402      0.001647
          0.58153                     5.847e-05             0.75987     0.0016619
          0.59175                      0.011232              1.8831     0.0045666
          0.64982                    0.00019887               1.903     0.0046231
          0.64996                    8.2377e-05              1.9112     0.0046465
          0.66017                     0.0017463              2.0858     0.0051503
          0.68262                      0.021103              4.1961      0.011446

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    5.9421e-36             100        1     
           54.057                   -1.4168e-35             100        1     
           54.098                     2.214e-35             100        1     
           54.125                   -3.4989e-35             100        1     
           54.194                   -2.7746e-35             100        1     
           54.262                   -3.5455e-36             100        1     
           54.331                    4.6196e-35             100        1     
           54.399                    2.0967e-37             100        1     
           54.467                    2.4846e-35             100        1     
           54.536                   -2.4321e-35             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00039461           
          1                      0.59175                               0.0045666           
          5                      0.78744                                0.023924           
         10                      0.90837                                0.042855           
         15                       1.0023                                 0.05256           
         20                       1.1136                                0.076558           
         25                       1.2088                                 0.10626           
         35                       1.4584                                 0.16139           
         50                        1.869                                 0.26715           
         65                       2.4142                                 0.40594           
         75                       2.9086                                 0.52295           
         80                       3.2419                                 0.58917           
         85                       3.6721                                 0.66447           
         90                       4.2771                                 0.75066           
         95                       5.3035                                 0.85421           
         99                       7.5697                                 0.96155           
       99.9                       10.402                                 0.99501           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3046

fl_choice_sd
    0.3392

fl_choice_coefofvar
    0.2600

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
  -2.4321e-35

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0020305              0.20305    0.00069213
           0.51297                       0.0047444               0.6775     0.0025577
           0.51311                      0.00018804               0.6963     0.0026316
            0.5814                      0.00057716              0.75402     0.0028888
           0.58153                       5.847e-05              0.75987     0.0029149
            0.5832                      8.2377e-05               0.7681     0.0029517
           0.59175                        0.011232               1.8913     0.0080465
           0.64982                      0.00019887               1.9112     0.0081456
           0.65149                      0.00025491               1.9367     0.0082729
           0.65163                      4.8704e-05               1.9416     0.0082972

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            5.1216                      6.0888e-35              100        1     
            5.1232                      1.6362e-35              100        1     
            5.1249                     -1.4168e-35              100        1     
            5.1266                     -3.4989e-35              100        1     
            5.1283                     -2.7746e-35              100        1     
            5.1299                     -3.5455e-36              100        1     
            5.1316                      4.6196e-35              100        1     
            5.1333                      2.0967e-37              100        1     
            5.1349                      2.4846e-35              100        1     
            5.1366                     -2.4321e-35              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00069213           
          1                       0.59175                                0.0080465           
          5                       0.75271                                 0.025085           
         10                       0.85754                                 0.056803           
         15                       0.94188                                 0.090383           
         20                        1.0479                                  0.14568           
         25                        1.0512                                  0.17732           
         35                        1.1931                                  0.25807           
         50                        1.2906                                   0.3968           
         65                        1.4183                                  0.55355           
         75                        1.5284                                  0.66848           
         80                        1.5847                                  0.72653           
         85                        1.6636                                  0.78901           
         90                        1.7521                                  0.85379           
         95                        1.8722                                  0.92244           
         99                        2.1343                                  0.98276           
       99.9                        2.4113                                  0.99809           

    OriginalVariableNames    cl_mt_pol_a     cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    ___________    ___________

    'mean'                       0.98362         2.2882         1.3046
    'sd'                           1.208         1.5018        0.33924
    'coefofvar'                   1.2281         0.6563        0.26004
    'min'                              0        0.44468        0.44468
    'max'                         49.399         54.536         5.1366
    'pYis0'                      0.16083              0              0
    'pYls0'                            0              0              0
    'pYgr0'                      0.83917              1              1
    'pYisMINY'                   0.16083      0.0020305      0.0020305
    'pYisMAXY'               -2.4321e-35    -2.4321e-35    -2.4321e-35
    'p0_1'                             0        0.44468        0.44468
    'p1'                               0        0.59175        0.59175
    'p5'                               0        0.78744        0.75271
    'p10'                              0        0.90837        0.85754
    'p15'                              0         1.0023        0.94188
    'p20'                       0.066756         1.1136         1.0479
    'p25'                        0.13351         1.2088         1.0512
    'p35'                        0.26702         1.4584         1.1931
    'p50'                        0.53405          1.869         1.2906
    'p65'                         1.0013         2.4142         1.4183
    'p75'                         1.4019         2.9086         1.5284
    'p80'                         1.6689         3.2419         1.5847
    'p85'                         2.0694         3.6721         1.6636
    'p90'                         2.5367         4.2771         1.7521
    'p95'                         3.4713         5.3035         1.8722
    'p99'                          5.474         7.5697         2.1343
    'p99_9'                       8.0774         10.402         2.4113
    'fl_cov_cl_mt_pol_a'          1.4592         1.7997        0.34047
    'fl_cor_cl_mt_pol_a'               1        0.99207        0.83081
    'fl_cov_cl_mt_coh'            1.7997         2.2553        0.45555
    'fl_cor_cl_mt_coh'           0.99207              1        0.89419
    'fl_cov_cl_mt_pol_c'         0.34047        0.45555        0.11509
    'fl_cor_cl_mt_pol_c'         0.83081        0.89419              1
    'fracByP0_1'                       0     0.00039461     0.00069213
    'fracByP1'                         0      0.0045666      0.0080465
    'fracByP5'                         0       0.023924       0.025085
    'fracByP10'                        0       0.042855       0.056803
    'fracByP15'                        0        0.05256       0.090383
    'fracByP20'                0.0038697       0.076558        0.14568
    'fracByP25'                 0.013776        0.10626        0.17732
    'fracByP35'                 0.033076        0.16139        0.25807
    'fracByP50'                 0.089361        0.26715         0.3968
    'fracByP65'                  0.21664        0.40594        0.55355
    'fracByP75'                  0.33193        0.52295        0.66848
    'fracByP80'                   0.4058        0.58917        0.72653
    'fracByP85'                  0.50545        0.66447        0.78901
    'fracByP90'                  0.61465        0.75066        0.85379
    'fracByP95'                  0.76702        0.85421        0.92244
    'fracByP99'                  0.93389        0.96155        0.98276
    'fracByP99_9'                0.99129        0.99501        0.99809

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.6093

fl_choice_sd
    1.7793

fl_choice_coefofvar
    1.1056

fl_choice_prob_zero
    0.1161

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.8839

fl_choice_prob_max
   6.9078e-36

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                       0.11609               11.609            0 
           0.066756                      0.038177               15.427    0.0015837 
            0.13351                      0.030513               18.478    0.0041151 
            0.20027                      0.038786               22.357    0.0089418 
            0.26702                      0.033764               25.733     0.014544 
            0.33378                      0.022487               27.982     0.019208 
            0.40053                      0.024937               30.476     0.025415 
            0.46729                      0.021753               32.651     0.031731 
            0.53405                      0.028946               35.546     0.041337 
             0.6008                      0.025517               38.097     0.050863 

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.399                     -4.2489e-37              100        1     
            49.466                     -2.0271e-36              100        1     
            49.533                      2.4308e-36              100        1     
            49.599                     -5.0645e-37              100        1     
            49.666                     -3.0638e-36              100        1     
            49.733                      2.8136e-36              100        1     
              49.8                      3.6278e-36              100        1     
            49.866                     -2.3016e-36              100        1     
            49.933                     -1.5702e-36              100        1     
                50                      6.9078e-36              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                              0                                      0            
          1                              0                                      0            
          5                              0                                      0            
         10                              0                                      0            
         15                       0.066756                              0.0015837            
         20                        0.20027                              0.0089418            
         25                        0.26702                               0.014544            
         35                        0.53405                               0.041337            
         50                         1.0013                                0.11232            
         65                         1.6689                                0.23901            
         75                         2.3364                                0.37015            
         80                          2.737                                0.44593            
         85                          3.271                                0.53978            
         90                         4.0053                                 0.6496            
         95                         5.2069                                0.78625            
         99                         7.9439                                 0.9424            
       99.9                         11.415                                0.99243            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.9295

fl_choice_sd
    2.0516

fl_choice_coefofvar
    0.7003

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   1.9689e-37

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0015989             0.15989     0.0002427
          0.51297                     0.0036473             0.52462    0.00088137
          0.51311                    0.00018017             0.54264    0.00091292
           0.5814                    0.00049172             0.59181     0.0010105
          0.58153                    8.7682e-05             0.60058     0.0010279
          0.59175                     0.0084413              1.4447      0.002733
          0.64982                    0.00026564              1.4713     0.0027919
          0.64996                    0.00010642              1.4819     0.0028155
          0.66017                     0.0013759              1.6195     0.0031256
          0.68262                       0.01552              3.1715      0.006742

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    1.1665e-36             100        1     
           54.057                    1.6471e-36             100        1     
           54.098                    3.9264e-36             100        1     
           54.125                   -2.9853e-37             100        1     
           54.194                   -2.3016e-36             100        1     
           54.262                   -1.5702e-36             100        1     
           54.331                    6.5447e-36             100        1     
           54.399                   -4.1236e-37             100        1     
           54.467                    5.7866e-37             100        1     
           54.536                    1.9689e-37             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.0002427            
          1                      0.59175                               0.002733            
          5                      0.78744                               0.013919            
         10                      0.97679                               0.028961            
         15                       1.1136                               0.044663            
         20                       1.2531                               0.065215            
         25                        1.414                                 0.0889            
         35                       1.7562                                 0.1442            
         50                       2.3523                                0.24741            
         65                       3.1247                                0.38781            
         75                       3.8506                                0.50458            
         80                       4.2879                                0.57399            
         85                       4.8841                                0.65285            
         90                       5.6986                                0.74189            
         95                       7.0536                                0.84933            
         99                       9.9645                                0.96055            
       99.9                       13.636                                0.99488            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3202

fl_choice_sd
    0.3140

fl_choice_coefofvar
    0.2378

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   1.9689e-37

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0015989              0.15989    0.00053854
           0.51297                       0.0036473              0.52462     0.0019557
           0.51311                      0.00018017              0.54264     0.0020257
            0.5814                      0.00049172              0.59181     0.0022423
           0.58153                      8.7682e-05              0.60058     0.0022809
            0.5832                      0.00010642              0.61122     0.0023279
           0.59175                       0.0084413               1.4554     0.0061114
           0.64982                      0.00026564               1.4819     0.0062421
           0.65149                      0.00028569               1.5105     0.0063831
           0.65163                      6.6495e-05               1.5171     0.0064159

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            4.3205                     -4.7866e-37              100        1     
            4.3222                      9.3874e-37              100        1     
            4.3238                      1.6471e-36              100        1     
            4.3255                     -2.9853e-37              100        1     
            4.3272                     -2.3016e-36              100        1     
            4.3289                     -1.5702e-36              100        1     
            4.3305                      6.5447e-36              100        1     
            4.3989                     -4.1236e-37              100        1     
            4.4674                      5.7866e-37              100        1     
            4.5358                      1.9689e-37              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00053854           
          1                       0.59175                                0.0061114           
          5                       0.78744                                 0.032956           
         10                       0.90837                                 0.063839           
         15                       0.99939                                 0.094725           
         20                        1.0512                                  0.13431           
         25                        1.1246                                  0.17535           
         35                        1.2097                                  0.26294           
         50                        1.3106                                  0.40749           
         65                        1.4361                                  0.56468           
         75                        1.5279                                  0.67595           
         80                        1.5709                                  0.73334           
         85                        1.6415                                   0.7951           
         90                        1.7265                                  0.85824           
         95                        1.8372                                  0.92566           
         99                        2.0554                                  0.98358           
       99.9                        2.2924                                   0.9982           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                       1.6093         2.9295        1.3202 
    'sd'                         1.7793         2.0516       0.31397 
    'coefofvar'                  1.1056        0.70031       0.23782 
    'min'                             0        0.44468       0.44468 
    'max'                            50         54.536        4.5358 
    'pYis0'                     0.11609              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                     0.88391              1             1 
    'pYisMINY'                  0.11609      0.0015989     0.0015989 
    'pYisMAXY'               6.9078e-36     1.9689e-37    1.9689e-37 
    'p0_1'                            0        0.44468       0.44468 
    'p1'                              0        0.59175       0.59175 
    'p5'                              0        0.78744       0.78744 
    'p10'                             0        0.97679       0.90837 
    'p15'                      0.066756         1.1136       0.99939 
    'p20'                       0.20027         1.2531        1.0512 
    'p25'                       0.26702          1.414        1.1246 
    'p35'                       0.53405         1.7562        1.2097 
    'p50'                        1.0013         2.3523        1.3106 
    'p65'                        1.6689         3.1247        1.4361 
    'p75'                        2.3364         3.8506        1.5279 
    'p80'                         2.737         4.2879        1.5709 
    'p85'                         3.271         4.8841        1.6415 
    'p90'                        4.0053         5.6986        1.7265 
    'p95'                        5.2069         7.0536        1.8372 
    'p99'                        7.9439         9.9645        2.0554 
    'p99_9'                      11.415         13.636        2.2924 
    'fl_cov_cl_mt_pol_a'         3.1658         3.6381       0.47225 
    'fl_cor_cl_mt_pol_a'              1        0.99665       0.84535 
    'fl_cov_cl_mt_coh'           3.6381         4.2089       0.57083 
    'fl_cor_cl_mt_coh'          0.99665              1        0.8862 
    'fl_cov_cl_mt_pol_c'        0.47225        0.57083      0.098578 
    'fl_cor_cl_mt_pol_c'        0.84535         0.8862             1 
    'fracByP0_1'                      0      0.0002427    0.00053854 
    'fracByP1'                        0       0.002733     0.0061114 
    'fracByP5'                        0       0.013919      0.032956 
    'fracByP10'                       0       0.028961      0.063839 
    'fracByP15'               0.0015837       0.044663      0.094725 
    'fracByP20'               0.0089418       0.065215       0.13431 
    'fracByP25'                0.014544         0.0889       0.17535 
    'fracByP35'                0.041337         0.1442       0.26294 
    'fracByP50'                 0.11232        0.24741       0.40749 
    'fracByP65'                 0.23901        0.38781       0.56468 
    'fracByP75'                 0.37015        0.50458       0.67595 
    'fracByP80'                 0.44593        0.57399       0.73334 
    'fracByP85'                 0.53978        0.65285        0.7951 
    'fracByP90'                  0.6496        0.74189       0.85824 
    'fracByP95'                 0.78625        0.84933       0.92566 
    'fracByP99'                  0.9424        0.96055       0.98358 
    'fracByP99_9'               0.99243        0.99488        0.9982 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    0.4239

fl_choice_sd
    0.6869

fl_choice_coefofvar
    1.6205

fl_choice_prob_zero
    0.3622

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.6378

fl_choice_prob_max
   1.3281e-34

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                       0.36219               36.219            0 
           0.066756                        0.1003               46.249     0.015796 
            0.13351                      0.074833               53.732     0.039366 
            0.20027                      0.042243               57.957     0.059324 
            0.26702                      0.051095               63.066     0.091511 
            0.33378                       0.04741               67.807      0.12884 
            0.40053                       0.02668               70.475      0.15405 
            0.46729                      0.024252                 72.9      0.18079 
            0.53405                      0.023304               75.231      0.21015 
             0.6008                      0.028208               78.052      0.25013 

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            47.597                     -2.4091e-35              100        1     
            47.664                     -2.7559e-35              100        1     
             47.73                      3.9098e-34              100        1     
            47.797                      1.3916e-36              100        1     
            47.864                       1.402e-35              100        1     
            47.931                        2.13e-35              100        1     
            47.997                     -2.8868e-34              100        1     
            48.064                     -1.7173e-35              100        1     
            48.131                     -1.5149e-34              100        1     
            48.198                      1.3281e-34              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                             0                                       0            
          1                             0                                       0            
          5                             0                                       0            
         10                             0                                       0            
         15                             0                                       0            
         20                             0                                       0            
         25                             0                                       0            
         35                             0                                       0            
         50                       0.13351                                0.039366            
         65                       0.33378                                 0.12884            
         75                       0.53405                                 0.21015            
         80                       0.66756                                 0.28535            
         85                       0.93458                                 0.38784            
         90                        1.2684                                 0.52079            
         95                        1.8024                                 0.68203            
         99                         3.271                                 0.91052            
       99.9                        5.0067                                 0.98686            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.7145

fl_choice_sd
    1.0068

fl_choice_coefofvar
    0.5872

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   1.3281e-34

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0025385             0.25385    0.00065841
          0.51297                     0.0063083             0.88468     0.0025459
          0.51311                     6.597e-05             0.89128     0.0025656
           0.5814                    0.00023965             0.91524     0.0026469
          0.58153                    2.3599e-05              0.9176     0.0026549
          0.59175                      0.016061              2.5237     0.0081983
          0.64982                    9.0388e-05              2.5328     0.0082326
          0.64996                    2.2694e-05               2.535     0.0082412
          0.66017                    0.00087731              2.6228      0.008579
          0.68262                      0.033181              5.9409       0.02179

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                   -6.8365e-35             100        1     
           54.057                     1.933e-34             100        1     
           54.098                   -1.2907e-34             100        1     
           54.125                    6.9756e-35             100        1     
           54.194                    1.4309e-34             100        1     
           54.262                      2.13e-35             100        1     
           54.331                   -2.8868e-34             100        1     
           54.399                   -1.7173e-35             100        1     
           54.467                   -1.5149e-34             100        1     
           54.536                    1.3281e-34             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00065841           
          1                      0.59175                               0.0081983           
          5                      0.68262                                 0.02179           
         10                      0.78744                                0.048621           
         15                      0.90837                                0.092031           
         20                      0.90837                                0.092031           
         25                       1.0479                                 0.15282           
         35                       1.2088                                 0.22174           
         50                       1.4033                                 0.29858           
         65                       1.7454                                 0.44277           
         75                       2.0786                                 0.54801           
         80                       2.2928                                 0.61453           
         85                        2.606                                 0.68281           
         90                       3.0188                                 0.76645           
         95                       3.7297                                 0.86198           
         99                       5.4115                                 0.96309           
       99.9                       7.4776                                 0.99523           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.2906

fl_choice_sd
    0.3750

fl_choice_coefofvar
    0.2905

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   1.3281e-34

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0025385              0.25385    0.00087465
           0.51297                       0.0063083              0.88468      0.003382
           0.51311                       6.597e-05              0.89128     0.0034082
            0.5814                      0.00023965              0.91524     0.0035162
           0.58153                      2.3599e-05               0.9176     0.0035268
            0.5832                      2.2694e-05              0.91987     0.0035371
           0.59175                        0.016061                2.526      0.010901
           0.64982                      9.0388e-05                2.535      0.010947
           0.65149                      8.4648e-05               2.5435       0.01099
           0.65163                       1.212e-05               2.5447      0.010996

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            6.3232                     -8.0939e-35              100        1     
            6.3248                     -1.0397e-34              100        1     
            6.3265                       1.933e-34              100        1     
            6.3282                      6.9756e-35              100        1     
            6.3299                      1.4309e-34              100        1     
            6.3315                        2.13e-35              100        1     
            6.3332                     -2.8868e-34              100        1     
            6.3349                     -1.7173e-35              100        1     
            6.3365                     -1.5149e-34              100        1     
            6.3382                      1.3281e-34              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00087465           
          1                       0.59175                                 0.010901           
          5                       0.68262                                 0.028999           
         10                       0.78744                                 0.064802           
         15                       0.90837                                  0.12554           
         20                       0.90837                                  0.12554           
         25                        1.0479                                  0.21079           
         35                         1.118                                   0.2452           
         50                        1.2805                                  0.39013           
         65                        1.4027                                  0.54062           
         75                        1.5485                                  0.65624           
         80                        1.6252                                  0.71821           
         85                         1.667                                  0.78269           
         90                        1.7921                                  0.84714           
         95                        1.9418                                  0.91824           
         99                        2.2259                                  0.98172           
       99.9                         2.551                                  0.99798           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                      0.42388         1.7145        1.2906 
    'sd'                        0.68692         1.0068       0.37495 
    'coefofvar'                  1.6205        0.58724       0.29053 
    'min'                             0        0.44468       0.44468 
    'max'                        48.198         54.536        6.3382 
    'pYis0'                     0.36219              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                     0.63781              1             1 
    'pYisMINY'                  0.36219      0.0025385     0.0025385 
    'pYisMAXY'               1.3281e-34     1.3281e-34    1.3281e-34 
    'p0_1'                            0        0.44468       0.44468 
    'p1'                              0        0.59175       0.59175 
    'p5'                              0        0.68262       0.68262 
    'p10'                             0        0.78744       0.78744 
    'p15'                             0        0.90837       0.90837 
    'p20'                             0        0.90837       0.90837 
    'p25'                             0         1.0479        1.0479 
    'p35'                             0         1.2088         1.118 
    'p50'                       0.13351         1.4033        1.2805 
    'p65'                       0.33378         1.7454        1.4027 
    'p75'                       0.53405         2.0786        1.5485 
    'p80'                       0.66756         2.2928        1.6252 
    'p85'                       0.93458          2.606         1.667 
    'p90'                        1.2684         3.0188        1.7921 
    'p95'                        1.8024         3.7297        1.9418 
    'p99'                         3.271         5.4115        2.2259 
    'p99_9'                      5.0067         7.4776         2.551 
    'fl_cov_cl_mt_pol_a'        0.47186        0.67247       0.20061 
    'fl_cor_cl_mt_pol_a'              1        0.97234       0.77886 
    'fl_cov_cl_mt_coh'          0.67247         1.0137        0.3412 
    'fl_cor_cl_mt_coh'          0.97234              1       0.90382 
    'fl_cov_cl_mt_pol_c'        0.20061         0.3412       0.14059 
    'fl_cor_cl_mt_pol_c'        0.77886        0.90382             1 
    'fracByP0_1'                      0     0.00065841    0.00087465 
    'fracByP1'                        0      0.0081983      0.010901 
    'fracByP5'                        0        0.02179      0.028999 
    'fracByP10'                       0       0.048621      0.064802 
    'fracByP15'                       0       0.092031       0.12554 
    'fracByP20'                       0       0.092031       0.12554 
    'fracByP25'                       0        0.15282       0.21079 
    'fracByP35'                       0        0.22174        0.2452 
    'fracByP50'                0.039366        0.29858       0.39013 
    'fracByP65'                 0.12884        0.44277       0.54062 
    'fracByP75'                 0.21015        0.54801       0.65624 
    'fracByP80'                 0.28535        0.61453       0.71821 
    'fracByP85'                 0.38784        0.68281       0.78269 
    'fracByP90'                 0.52079        0.76645       0.84714 
    'fracByP95'                 0.68203        0.86198       0.91824 
    'fracByP99'                 0.91052        0.96309       0.98172 
    'fracByP99_9'               0.98686        0.99523       0.99798 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.0871

fl_choice_sd
    1.9955

fl_choice_coefofvar
    0.9561

fl_choice_prob_zero
    0.0463

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.9537

fl_choice_prob_max
   3.1320e-34

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                      0.046263               4.6263             0
           0.066756                      0.022396               6.8659    0.00071631
            0.13351                      0.032974               10.163     0.0028256
            0.20027                      0.026457               12.809     0.0053643
            0.26702                       0.02059               14.868     0.0079985
            0.33378                      0.019759               16.844      0.011158
            0.40053                      0.029566                 19.8      0.016832
            0.46729                      0.021246               21.925      0.021589
            0.53405                      0.021336               24.059      0.027048
             0.6008                      0.022994               26.358      0.033667

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.399                      1.6572e-33              100        1     
            49.466                      1.6495e-33              100        1     
            49.533                      1.2306e-33              100        1     
            49.599                      1.4444e-33              100        1     
            49.666                      4.0339e-34              100        1     
            49.733                      4.5205e-34              100        1     
              49.8                       3.399e-34              100        1     
            49.866                      4.2739e-34              100        1     
            49.933                      2.0596e-34              100        1     
                50                       3.132e-34              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                              0                                       0           
          1                              0                                       0           
          5                       0.066756                              0.00071631           
         10                        0.13351                               0.0028256           
         15                        0.33378                                0.011158           
         20                        0.46729                                0.021589           
         25                         0.6008                                0.033667           
         35                        0.93458                                0.070122           
         50                         1.5354                                 0.16198           
         65                         2.2697                                 0.29383           
         75                          3.004                                 0.42363           
         80                         3.4045                                 0.49186           
         85                         4.0053                                 0.58568           
         90                         4.8064                                 0.68972           
         95                         6.0748                                 0.81354           
         99                         8.9453                                 0.95086           
       99.9                         12.483                                 0.99342           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    3.4193

fl_choice_sd
    2.2660

fl_choice_coefofvar
    0.6627

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   8.4729e-35

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                      0.001113              0.1113    0.00014475
          0.51297                      0.002357               0.347    0.00049835
          0.51311                    0.00021536             0.36854    0.00053066
           0.5814                    0.00056852             0.42539    0.00062733
          0.58153                    0.00012226             0.43761    0.00064812
          0.59175                     0.0050214             0.93976     0.0015171
          0.64982                     0.0003359             0.97335      0.001581
          0.64996                    0.00012863             0.98621     0.0016054
          0.66017                      0.001457              1.1319     0.0018867
          0.68262                     0.0082629              1.9582     0.0035363

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    5.7136e-35             100        1     
           54.057                    2.8276e-34             100        1     
           54.098                    6.7218e-35             100        1     
           54.125                    3.6017e-34             100        1     
           54.194                    1.0905e-34             100        1     
           54.262                    9.6909e-35             100        1     
           54.331                    6.0239e-35             100        1     
           54.399                    1.0074e-34             100        1     
           54.467                    6.7494e-35             100        1     
           54.536                    8.4729e-35             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00014475           
          1                      0.66017                               0.0018867           
          5                      0.90837                                0.012023           
         10                       1.1296                                0.026503           
         15                       1.3444                                0.044045           
         20                       1.5313                                0.065121           
         25                       1.7365                                0.089456           
         35                       2.1471                                 0.14624           
         50                       2.8402                                 0.25541           
         65                       3.7208                                 0.39945           
         75                       4.4824                                  0.5181           
         80                       5.0031                                 0.58772           
         85                       5.6301                                 0.66523           
         90                       6.4775                                 0.75351           
         95                       7.9036                                 0.85749           
         99                       10.956                                 0.96313           
       99.9                       14.786                                 0.99528           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3322

fl_choice_sd
    0.3035

fl_choice_coefofvar
    0.2278

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   8.4729e-35

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                        0.001113               0.1113    0.00037153
           0.51297                        0.002357                0.347     0.0012791
           0.51311                      0.00021536              0.36854     0.0013621
            0.5814                      0.00056852              0.42539     0.0016102
           0.58153                      0.00012226              0.43761     0.0016635
            0.5832                      0.00012863              0.45048     0.0017199
           0.59175                       0.0050214              0.95262     0.0039503
           0.64982                       0.0003359              0.98621     0.0041142
           0.65149                        0.000336               1.0198     0.0042785
           0.65163                      0.00010104               1.0299     0.0043279

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            4.2538                      3.1735e-34              100        1     
            4.2554                      3.1668e-34              100        1     
            4.2571                      2.8276e-34              100        1     
            4.2588                      3.6017e-34              100        1     
            4.2604                      1.0905e-34              100        1     
            4.3289                      9.6909e-35              100        1     
            4.3305                      6.0239e-35              100        1     
            4.3989                      1.0074e-34              100        1     
            4.4674                      6.7494e-35              100        1     
            4.5358                      8.4729e-35              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00037153           
          1                       0.65149                                0.0042785           
          5                       0.85587                                 0.029202           
         10                       0.93264                                 0.061234           
         15                        1.0094                                 0.097524           
         20                        1.0619                                  0.13766           
         25                        1.1353                                  0.17941           
         35                        1.2188                                  0.26719           
         50                        1.3223                                   0.4117           
         65                        1.4478                                   0.5671           
         75                        1.5384                                  0.67822           
         80                        1.5785                                  0.73622           
         85                        1.6481                                  0.79634           
         90                        1.7299                                   0.8593           
         95                         1.845                                  0.92603           
         99                        2.0675                                  0.98375           
       99.9                         2.311                                  0.99822           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                       2.0871         3.4193        1.3322 
    'sd'                         1.9955          2.266        0.3035 
    'coefofvar'                  0.9561         0.6627       0.22783 
    'min'                             0        0.44468       0.44468 
    'max'                            50         54.536        4.5358 
    'pYis0'                    0.046263              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                     0.95374              1             1 
    'pYisMINY'                 0.046263       0.001113      0.001113 
    'pYisMAXY'                3.132e-34     8.4729e-35    8.4729e-35 
    'p0_1'                            0        0.44468       0.44468 
    'p1'                              0        0.66017       0.65149 
    'p5'                       0.066756        0.90837       0.85587 
    'p10'                       0.13351         1.1296       0.93264 
    'p15'                       0.33378         1.3444        1.0094 
    'p20'                       0.46729         1.5313        1.0619 
    'p25'                        0.6008         1.7365        1.1353 
    'p35'                       0.93458         2.1471        1.2188 
    'p50'                        1.5354         2.8402        1.3223 
    'p65'                        2.2697         3.7208        1.4478 
    'p75'                         3.004         4.4824        1.5384 
    'p80'                        3.4045         5.0031        1.5785 
    'p85'                        4.0053         5.6301        1.6481 
    'p90'                        4.8064         6.4775        1.7299 
    'p95'                        6.0748         7.9036         1.845 
    'p99'                        8.9453         10.956        2.0675 
    'p99_9'                      12.483         14.786         2.311 
    'fl_cov_cl_mt_pol_a'         3.9821         4.5123        0.5302 
    'fl_cor_cl_mt_pol_a'              1         0.9979       0.87542 
    'fl_cov_cl_mt_coh'           4.5123         5.1346       0.62231 
    'fl_cor_cl_mt_coh'           0.9979              1       0.90488 
    'fl_cov_cl_mt_pol_c'         0.5302        0.62231      0.092115 
    'fl_cor_cl_mt_pol_c'        0.87542        0.90488             1 
    'fracByP0_1'                      0     0.00014475    0.00037153 
    'fracByP1'                        0      0.0018867     0.0042785 
    'fracByP5'               0.00071631       0.012023      0.029202 
    'fracByP10'               0.0028256       0.026503      0.061234 
    'fracByP15'                0.011158       0.044045      0.097524 
    'fracByP20'                0.021589       0.065121       0.13766 
    'fracByP25'                0.033667       0.089456       0.17941 
    'fracByP35'                0.070122        0.14624       0.26719 
    'fracByP50'                 0.16198        0.25541        0.4117 
    'fracByP65'                 0.29383        0.39945        0.5671 
    'fracByP75'                 0.42363         0.5181       0.67822 
    'fracByP80'                 0.49186        0.58772       0.73622 
    'fracByP85'                 0.58568        0.66523       0.79634 
    'fracByP90'                 0.68972        0.75351        0.8593 
    'fracByP95'                 0.81354        0.85749       0.92603 
    'fracByP99'                 0.95086        0.96313       0.98375 
    'fracByP99_9'               0.99342        0.99528       0.99822 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.1386

fl_choice_sd
    1.3637

fl_choice_coefofvar
    1.1977

fl_choice_prob_zero
    0.1489

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.8511

fl_choice_prob_max
   1.2546e-34

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                       0.14889               14.889            0 
           0.066756                      0.051911                20.08    0.0030435 
            0.13351                      0.062506                26.33     0.010373 
            0.20027                      0.035577               29.888      0.01663 
            0.26702                      0.036815                33.57     0.025264 
            0.33378                      0.037357               37.305     0.036216 
            0.40053                      0.033939               40.699     0.048155 
            0.46729                      0.031754               43.875     0.061187 
            0.53405                       0.02546               46.421     0.073129 
             0.6008                      0.022927               48.713     0.085227 

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.065                     -2.2041e-34              100        1     
            49.132                      1.7914e-34              100        1     
            49.199                      1.0999e-34              100        1     
            49.266                       3.891e-35              100        1     
            49.332                      7.7403e-35              100        1     
            49.399                      1.7198e-35              100        1     
            49.466                     -5.0965e-34              100        1     
            49.533                     -2.5923e-35              100        1     
            49.599                     -7.3805e-35              100        1     
            49.666                      1.2546e-34              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                              0                                      0            
          1                              0                                      0            
          5                              0                                      0            
         10                              0                                      0            
         15                       0.066756                              0.0030435            
         20                       0.066756                              0.0030435            
         25                        0.13351                               0.010373            
         35                        0.33378                               0.036216            
         50                        0.66756                               0.098477            
         65                         1.1348                                0.21288            
         75                         1.6021                                 0.3343            
         80                         1.9359                                0.41358            
         85                         2.3364                                0.50792            
         90                         2.9372                                0.62518            
         95                         3.9386                                0.77109            
         99                         6.1415                                0.93565            
       99.9                         8.9453                                0.99127            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.4471

fl_choice_sd
    1.6498

fl_choice_coefofvar
    0.6742

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   1.2546e-34

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0019181             0.19181    0.00034856
          0.51297                     0.0044552             0.63733     0.0012825
          0.51311                    0.00019489             0.65682     0.0013234
           0.5814                    0.00057936             0.71475      0.001461
          0.58153                     6.355e-05             0.72111     0.0014761
          0.59175                      0.010493              1.7704     0.0040135
          0.64982                    0.00019636              1.7901     0.0040657
          0.64996                    8.7781e-05              1.7988      0.004089
          0.66017                     0.0016973              1.9686     0.0045469
          0.68262                      0.019621              3.9307       0.01002

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                   -5.4961e-35             100        1     
           54.057                    1.6495e-34             100        1     
           54.098                   -8.5699e-35             100        1     
           54.125                    1.2461e-34             100        1     
           54.194                    7.7403e-35             100        1     
           54.262                    1.7198e-35             100        1     
           54.331                   -5.0965e-34             100        1     
           54.399                   -2.5923e-35             100        1     
           54.467                   -7.3805e-35             100        1     
           54.536                    1.2546e-34             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00034856           
          1                      0.59175                               0.0040135           
          5                      0.78744                                0.020864           
         10                      0.90837                                0.037359           
         15                       1.0452                                0.050477           
         20                       1.1296                                 0.07296           
         25                       1.2531                                0.098244           
         35                       1.5268                                 0.15459           
         50                       1.9614                                 0.26121           
         65                       2.5665                                 0.39809           
         75                       3.1459                                 0.51434           
         80                       3.5156                                 0.58468           
         85                        3.988                                 0.65867           
         90                       4.6588                                 0.74628           
         95                        5.767                                 0.85173           
         99                        8.219                                  0.9609           
       99.9                       11.296                                 0.99495           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3085

fl_choice_sd
    0.3316

fl_choice_coefofvar
    0.2534

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   1.2546e-34

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0019181              0.19181    0.00065187
           0.51297                       0.0044552              0.63733     0.0023985
           0.51311                      0.00019489              0.65682     0.0024749
            0.5814                      0.00057936              0.71475     0.0027323
           0.58153                       6.355e-05              0.72111     0.0027606
            0.5832                      8.7781e-05              0.72988     0.0027997
           0.59175                        0.010493               1.7792     0.0075452
           0.64982                      0.00019636               1.7988     0.0076427
           0.65149                      0.00027383               1.8262      0.007779
           0.65163                      5.3055e-05               1.8315     0.0078054

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            4.8546                     -2.6492e-34              100        1     
            4.8562                     -2.0481e-34              100        1     
            4.8579                      1.6495e-34              100        1     
            4.8596                      1.2461e-34              100        1     
            4.8612                      7.7403e-35              100        1     
            4.8629                      1.7198e-35              100        1     
            4.8646                     -5.0965e-34              100        1     
            4.8662                     -2.5923e-35              100        1     
            4.8679                     -7.3805e-35              100        1     
            4.8696                      1.2546e-34              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00065187           
          1                       0.59175                                0.0075452           
          5                       0.78744                                 0.040797           
         10                       0.90837                                 0.078021           
         15                       0.97679                                 0.094862           
         20                        1.0479                                  0.14077           
         25                        1.0536                                  0.17165           
         35                        1.1981                                  0.25764           
         50                        1.2956                                  0.40221           
         65                        1.4228                                  0.55897           
         75                        1.5268                                  0.66941           
         80                        1.5885                                  0.72918           
         85                        1.6636                                   0.7919           
         90                        1.7195                                  0.85461           
         95                        1.8705                                  0.92341           
         99                        2.0971                                  0.98304           
       99.9                        2.3679                                  0.99814           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                       1.1386         2.4471        1.3085 
    'sd'                         1.3637         1.6498       0.33161 
    'coefofvar'                  1.1977        0.67421       0.25344 
    'min'                             0        0.44468       0.44468 
    'max'                        49.666         54.536        4.8696 
    'pYis0'                     0.14889              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                     0.85111              1             1 
    'pYisMINY'                  0.14889      0.0019181     0.0019181 
    'pYisMAXY'               1.2546e-34     1.2546e-34    1.2546e-34 
    'p0_1'                            0        0.44468       0.44468 
    'p1'                              0        0.59175       0.59175 
    'p5'                              0        0.78744       0.78744 
    'p10'                             0        0.90837       0.90837 
    'p15'                      0.066756         1.0452       0.97679 
    'p20'                      0.066756         1.1296        1.0479 
    'p25'                       0.13351         1.2531        1.0536 
    'p35'                       0.33378         1.5268        1.1981 
    'p50'                       0.66756         1.9614        1.2956 
    'p65'                        1.1348         2.5665        1.4228 
    'p75'                        1.6021         3.1459        1.5268 
    'p80'                        1.9359         3.5156        1.5885 
    'p85'                        2.3364          3.988        1.6636 
    'p90'                        2.9372         4.6588        1.7195 
    'p95'                        3.9386          5.767        1.8705 
    'p99'                        6.1415          8.219        2.0971 
    'p99_9'                      8.9453         11.296        2.3679 
    'fl_cov_cl_mt_pol_a'         1.8597         2.2359       0.37613 
    'fl_cor_cl_mt_pol_a'              1        0.99375       0.83173 
    'fl_cov_cl_mt_coh'           2.2359          2.722        0.4861 
    'fl_cor_cl_mt_coh'          0.99375              1       0.88849 
    'fl_cov_cl_mt_pol_c'        0.37613         0.4861       0.10997 
    'fl_cor_cl_mt_pol_c'        0.83173        0.88849             1 
    'fracByP0_1'                      0     0.00034856    0.00065187 
    'fracByP1'                        0      0.0040135     0.0075452 
    'fracByP5'                        0       0.020864      0.040797 
    'fracByP10'                       0       0.037359      0.078021 
    'fracByP15'               0.0030435       0.050477      0.094862 
    'fracByP20'               0.0030435        0.07296       0.14077 
    'fracByP25'                0.010373       0.098244       0.17165 
    'fracByP35'                0.036216        0.15459       0.25764 
    'fracByP50'                0.098477        0.26121       0.40221 
    'fracByP65'                 0.21288        0.39809       0.55897 
    'fracByP75'                  0.3343        0.51434       0.66941 
    'fracByP80'                 0.41358        0.58468       0.72918 
    'fracByP85'                 0.50792        0.65867        0.7919 
    'fracByP90'                 0.62518        0.74628       0.85461 
    'fracByP95'                 0.77109        0.85173       0.92341 
    'fracByP99'                 0.93565         0.9609       0.98304 
    'fracByP99_9'               0.99127        0.99495       0.99814 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    0.2523

fl_choice_sd
    0.5126

fl_choice_coefofvar
    2.0317

fl_choice_prob_zero
    0.5462

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.4538

fl_choice_prob_max
   1.2465e-35

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                       0.54616               54.616            0 
           0.066756                      0.079851               62.601     0.021128 
            0.13351                       0.05506               68.107     0.050265 
            0.20027                      0.047173               72.824     0.087709 
            0.26702                      0.034562                76.28      0.12429 
            0.33378                      0.030421               79.322      0.16453 
            0.40053                      0.023705               81.693      0.20217 
            0.46729                      0.017829               83.476      0.23519 
            0.53405                      0.021335               85.609      0.28035 
             0.6008                      0.014744               87.084      0.31546 

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            47.263                      1.4367e-36              100        1     
             47.33                      2.6484e-36              100        1     
            47.397                      7.8885e-35              100        1     
            47.463                      3.9731e-35              100        1     
             47.53                      1.0562e-36              100        1     
            47.597                      3.0827e-37              100        1     
            47.664                     -1.1642e-34              100        1     
             47.73                     -2.2658e-36              100        1     
            47.797                     -4.7357e-35              100        1     
            47.864                      1.2465e-35              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                             0                                       0            
          1                             0                                       0            
          5                             0                                       0            
         10                             0                                       0            
         15                             0                                       0            
         20                             0                                       0            
         25                             0                                       0            
         35                             0                                       0            
         50                             0                                       0            
         65                       0.13351                                0.050265            
         75                       0.26702                                 0.12429            
         80                       0.40053                                 0.20217            
         85                       0.53405                                 0.28035            
         90                       0.80107                                 0.41273            
         95                        1.2684                                 0.60139            
         99                        2.5367                                 0.88389            
       99.9                        4.0721                                 0.98218            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.5386

fl_choice_sd
    0.8407

fl_choice_coefofvar
    0.5464

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   1.2465e-35

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0026521             0.26521    0.00076651
          0.51297                     0.0067257             0.93778     0.0030089
          0.51311                    2.3195e-05              0.9401     0.0030166
           0.5814                    8.8565e-05             0.94896     0.0030501
          0.58153                    1.1168e-05             0.95007     0.0030543
          0.59175                      0.017609               2.711     0.0098268
          0.64982                    4.0136e-05               2.715     0.0098437
          0.64996                    4.6228e-06              2.7155     0.0098457
          0.66017                    0.00034241              2.7497     0.0099926
          0.68262                      0.037872              6.5369      0.026795

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                   -2.5707e-37             100        1     
           54.057                    3.9793e-35             100        1     
           54.098                   -4.2373e-35             100        1     
           54.125                    1.9524e-37             100        1     
           54.194                    4.3429e-35             100        1     
           54.262                    3.0827e-37             100        1     
           54.331                   -1.1642e-34             100        1     
           54.399                   -2.2658e-36             100        1     
           54.467                   -4.7357e-35             100        1     
           54.536                    1.2465e-35             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00076651           
          1                      0.59175                               0.0098268           
          5                      0.68262                                0.026795           
         10                      0.78744                                0.061686           
         15                      0.90837                                 0.12071           
         20                      0.90837                                 0.12071           
         25                       1.0479                                 0.20441           
         35                       1.0479                                 0.20441           
         50                       1.2772                                 0.31884           
         65                       1.5997                                 0.45962           
         75                       1.8138                                 0.56485           
         80                       1.9924                                 0.62703           
         85                       2.2244                                 0.69758           
         90                       2.5773                                 0.77321           
         95                       3.2219                                 0.86621           
         99                       4.7272                                  0.9644           
       99.9                       6.5768                                  0.9953           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.2863

fl_choice_sd
    0.3918

fl_choice_coefofvar
    0.3046

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   1.2465e-35

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0026521              0.26521    0.00091686
           0.51297                       0.0067257              0.93778      0.003599
           0.51311                      2.3195e-05               0.9401     0.0036083
            0.5814                      8.8565e-05              0.94896     0.0036483
           0.58153                      1.1168e-05              0.95007     0.0036533
            0.5832                      4.6228e-06              0.95054     0.0036554
           0.59175                        0.017609               2.7115      0.011756
           0.64982                      4.0136e-05               2.7155      0.011777
           0.65149                      2.1637e-05               2.7176      0.011788
           0.65163                      5.2626e-06               2.7182       0.01179

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            6.5902                     -3.3308e-35              100        1     
            6.5919                      2.8048e-36              100        1     
            6.5935                      3.9793e-35              100        1     
             6.662                      1.9524e-37              100        1     
            6.6636                      4.3429e-35              100        1     
            6.6653                      3.0827e-37              100        1     
             6.667                     -1.1642e-34              100        1     
            6.6686                     -2.2658e-36              100        1     
            6.6703                     -4.7357e-35              100        1     
             6.672                      1.2465e-35              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00091686           
          1                       0.59175                                 0.011756           
          5                       0.68262                                 0.032065           
         10                       0.78744                                 0.073849           
         15                       0.90837                                  0.14475           
         20                       0.90837                                  0.14475           
         25                        1.0469                                  0.15835           
         35                        1.0479                                  0.24825           
         50                        1.2581                                  0.37697           
         65                        1.3977                                  0.54237           
         75                        1.5434                                  0.65904           
         80                        1.6169                                  0.71096           
         85                        1.7237                                  0.78346           
         90                        1.8055                                   0.8445           
         95                        1.9619                                  0.91683           
         99                        2.2726                                  0.98134           
       99.9                         2.601                                  0.99794           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                       0.2523         1.5386        1.2863 
    'sd'                        0.51259        0.84068        0.3918 
    'coefofvar'                  2.0317        0.54639       0.30459 
    'min'                             0        0.44468       0.44468 
    'max'                        47.864         54.536         6.672 
    'pYis0'                     0.54616              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                     0.45384              1             1 
    'pYisMINY'                  0.54616      0.0026521     0.0026521 
    'pYisMAXY'               1.2465e-35     1.2465e-35    1.2465e-35 
    'p0_1'                            0        0.44468       0.44468 
    'p1'                              0        0.59175       0.59175 
    'p5'                              0        0.68262       0.68262 
    'p10'                             0        0.78744       0.78744 
    'p15'                             0        0.90837       0.90837 
    'p20'                             0        0.90837       0.90837 
    'p25'                             0         1.0479        1.0469 
    'p35'                             0         1.0479        1.0479 
    'p50'                             0         1.2772        1.2581 
    'p65'                       0.13351         1.5997        1.3977 
    'p75'                       0.26702         1.8138        1.5434 
    'p80'                       0.40053         1.9924        1.6169 
    'p85'                       0.53405         2.2244        1.7237 
    'p90'                       0.80107         2.5773        1.8055 
    'p95'                        1.2684         3.2219        1.9619 
    'p99'                        2.5367         4.7272        2.2726 
    'p99_9'                      4.0721         6.5768         2.601 
    'fl_cov_cl_mt_pol_a'        0.26275        0.40799       0.14524 
    'fl_cor_cl_mt_pol_a'              1        0.94678        0.7232 
    'fl_cov_cl_mt_coh'          0.40799        0.70674       0.29875 
    'fl_cor_cl_mt_coh'          0.94678              1       0.90701 
    'fl_cov_cl_mt_pol_c'        0.14524        0.29875       0.15351 
    'fl_cor_cl_mt_pol_c'         0.7232        0.90701             1 
    'fracByP0_1'                      0     0.00076651    0.00091686 
    'fracByP1'                        0      0.0098268      0.011756 
    'fracByP5'                        0       0.026795      0.032065 
    'fracByP10'                       0       0.061686      0.073849 
    'fracByP15'                       0        0.12071       0.14475 
    'fracByP20'                       0        0.12071       0.14475 
    'fracByP25'                       0        0.20441       0.15835 
    'fracByP35'                       0        0.20441       0.24825 
    'fracByP50'                       0        0.31884       0.37697 
    'fracByP65'                0.050265        0.45962       0.54237 
    'fracByP75'                 0.12429        0.56485       0.65904 
    'fracByP80'                 0.20217        0.62703       0.71096 
    'fracByP85'                 0.28035        0.69758       0.78346 
    'fracByP90'                 0.41273        0.77321        0.8445 
    'fracByP95'                 0.60139        0.86621       0.91683 
    'fracByP99'                 0.88389         0.9644       0.98134 
    'fracByP99_9'               0.98218         0.9953       0.99794 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.0094

fl_choice_sd
    1.2625

fl_choice_coefofvar
    1.2508

fl_choice_prob_zero
    0.1696

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.8304

fl_choice_prob_max
  -2.4726e-34

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                       0.16961               16.961            0 
           0.066756                      0.069165               23.877    0.0045743 
            0.13351                      0.058358               29.713     0.012293 
            0.20027                      0.048256               34.539     0.021868 
            0.26702                      0.033023               37.841     0.030604 
            0.33378                      0.037734               41.614     0.043082 
            0.40053                      0.035322               45.147     0.057098 
            0.46729                      0.025941               47.741     0.069107 
            0.53405                      0.024681               50.209     0.082166 
             0.6008                      0.024396               52.648     0.096687 

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            48.932                      2.3699e-34              100        1     
            48.999                     -1.8368e-34              100        1     
            49.065                     -2.0462e-34              100        1     
            49.132                      4.6115e-35              100        1     
            49.199                     -2.0439e-34              100        1     
            49.266                     -3.1127e-35              100        1     
            49.332                      1.2835e-34              100        1     
            49.399                      3.5759e-35              100        1     
            49.466                      6.7694e-35              100        1     
            49.533                     -2.4726e-34              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                              0                                      0            
          1                              0                                      0            
          5                              0                                      0            
         10                              0                                      0            
         15                              0                                      0            
         20                       0.066756                              0.0045743            
         25                        0.13351                               0.012293            
         35                        0.26702                               0.030604            
         50                        0.53405                               0.082166            
         65                         1.0013                                0.20188            
         75                         1.4019                                0.31347            
         80                         1.7356                                0.40085            
         85                         2.1362                                0.49841            
         90                         2.6702                                0.61239            
         95                         3.6048                                 0.7634            
         99                          5.741                                0.93422            
       99.9                         8.4112                                 0.9911            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.3146

fl_choice_sd
    1.5523

fl_choice_coefofvar
    0.6707

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
  -2.4726e-34

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0020492             0.20492    0.00039368
          0.51297                     0.0048223             0.68714     0.0014624
          0.51311                    0.00016122             0.70326     0.0014982
           0.5814                    0.00050132              0.7534     0.0016241
          0.58153                    6.8048e-05              0.7602     0.0016412
          0.59175                      0.011522              1.9124     0.0045868
          0.64982                    0.00022939              1.9353     0.0046512
          0.64996                    8.2669e-05              1.9436     0.0046744
          0.66017                     0.0015584              2.0994     0.0051189
          0.68262                      0.021899              4.2893      0.011577

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    5.6898e-35             100        1     
           54.057                   -2.6152e-34             100        1     
           54.098                    8.2905e-35             100        1     
           54.125                    -3.679e-35             100        1     
           54.194                   -2.0439e-34             100        1     
           54.262                   -3.1127e-35             100        1     
           54.331                    1.2835e-34             100        1     
           54.399                    3.5759e-35             100        1     
           54.467                    6.7694e-35             100        1     
           54.536                   -2.4726e-34             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00039368           
          1                      0.59175                               0.0045868           
          5                      0.78744                                0.024356           
         10                      0.90837                                0.043818           
         15                      0.97679                                0.051809           
         20                       1.1136                                0.076768           
         25                       1.2088                                 0.10576           
         35                       1.4558                                 0.15697           
         50                        1.869                                 0.26353           
         65                       2.4208                                 0.40072           
         75                       2.9616                                  0.5164           
         80                       3.3037                                 0.58324           
         85                       3.7405                                 0.65922           
         90                       4.3873                                  0.7474           
         95                       5.4403                                 0.85195           
         99                       7.8063                                 0.96087           
       99.9                        10.72                                  0.9949           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3052

fl_choice_sd
    0.3372

fl_choice_coefofvar
    0.2584

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
  -2.4726e-34

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0020492              0.20492    0.00069813
           0.51297                       0.0048223              0.68714     0.0025933
           0.51311                      0.00016122              0.70326     0.0026567
            0.5814                      0.00050132               0.7534       0.00288
           0.58153                      6.8048e-05               0.7602     0.0029103
            0.5832                      8.2669e-05              0.76847     0.0029473
           0.59175                        0.011522               1.9206     0.0081708
           0.64982                      0.00022939               1.9436      0.008285
           0.65149                      0.00024083               1.9677     0.0084052
           0.65163                      3.1873e-05               1.9708     0.0084211

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            4.9881                      2.2869e-34              100        1     
            4.9897                      9.2124e-35              100        1     
            4.9914                     -2.6152e-34              100        1     
            4.9931                      -3.679e-35              100        1     
            4.9947                     -2.0439e-34              100        1     
            4.9964                     -3.1127e-35              100        1     
            4.9981                      1.2835e-34              100        1     
            4.9997                      3.5759e-35              100        1     
            5.0014                      6.7694e-35              100        1     
            5.0031                     -2.4726e-34              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00069813           
          1                       0.59175                                0.0081708           
          5                       0.75271                                 0.025222           
         10                       0.85754                                 0.055972           
         15                        0.9293                                  0.09152           
         20                        1.0479                                  0.14623           
         25                        1.0519                                   0.1699           
         35                        1.1496                                  0.25505           
         50                        1.2939                                  0.39671           
         65                        1.4194                                  0.55657           
         75                        1.5268                                  0.66891           
         80                        1.5852                                  0.72828           
         85                        1.6636                                  0.78867           
         90                        1.7504                                  0.85381           
         95                        1.8722                                  0.92338           
         99                        2.1274                                  0.98296           
       99.9                        2.3646                                  0.99812           

    OriginalVariableNames    cl_mt_pol_a     cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    ___________    ___________

    'mean'                        1.0094         2.3146         1.3052
    'sd'                          1.2625         1.5523        0.33724
    'coefofvar'                   1.2508        0.67066        0.25837
    'min'                              0        0.44468        0.44468
    'max'                         49.533         54.536         5.0031
    'pYis0'                      0.16961              0              0
    'pYls0'                            0              0              0
    'pYgr0'                      0.83039              1              1
    'pYisMINY'                   0.16961      0.0020492      0.0020492
    'pYisMAXY'               -2.4726e-34    -2.4726e-34    -2.4726e-34
    'p0_1'                             0        0.44468        0.44468
    'p1'                               0        0.59175        0.59175
    'p5'                               0        0.78744        0.75271
    'p10'                              0        0.90837        0.85754
    'p15'                              0        0.97679         0.9293
    'p20'                       0.066756         1.1136         1.0479
    'p25'                        0.13351         1.2088         1.0519
    'p35'                        0.26702         1.4558         1.1496
    'p50'                        0.53405          1.869         1.2939
    'p65'                         1.0013         2.4208         1.4194
    'p75'                         1.4019         2.9616         1.5268
    'p80'                         1.7356         3.3037         1.5852
    'p85'                         2.1362         3.7405         1.6636
    'p90'                         2.6702         4.3873         1.7504
    'p95'                         3.6048         5.4403         1.8722
    'p99'                          5.741         7.8063         2.1274
    'p99_9'                       8.4112          10.72         2.3646
    'fl_cov_cl_mt_pol_a'           1.594          1.945        0.35098
    'fl_cor_cl_mt_pol_a'               1        0.99241        0.82434
    'fl_cov_cl_mt_coh'             1.945         2.4097        0.46471
    'fl_cor_cl_mt_coh'           0.99241              1         0.8877
    'fl_cov_cl_mt_pol_c'         0.35098        0.46471        0.11373
    'fl_cor_cl_mt_pol_c'         0.82434         0.8877              1
    'fracByP0_1'                       0     0.00039368     0.00069813
    'fracByP1'                         0      0.0045868      0.0081708
    'fracByP5'                         0       0.024356       0.025222
    'fracByP10'                        0       0.043818       0.055972
    'fracByP15'                        0       0.051809        0.09152
    'fracByP20'                0.0045743       0.076768        0.14623
    'fracByP25'                 0.012293        0.10576         0.1699
    'fracByP35'                 0.030604        0.15697        0.25505
    'fracByP50'                 0.082166        0.26353        0.39671
    'fracByP65'                  0.20188        0.40072        0.55657
    'fracByP75'                  0.31347         0.5164        0.66891
    'fracByP80'                  0.40085        0.58324        0.72828
    'fracByP85'                  0.49841        0.65922        0.78867
    'fracByP90'                  0.61239         0.7474        0.85381
    'fracByP95'                   0.7634        0.85195        0.92338
    'fracByP99'                  0.93422        0.96087        0.98296
    'fracByP99_9'                 0.9911         0.9949        0.99812

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.7461

fl_choice_sd
    1.7465

fl_choice_coefofvar
    1.0002

fl_choice_prob_zero
    0.0616

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.9384

fl_choice_prob_max
  -1.3067e-35

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                      0.061551               6.1551            0 
           0.066756                      0.044493               10.604     0.001701 
            0.13351                      0.030443               13.649    0.0040287 
            0.20027                      0.023761               16.025    0.0067538 
            0.26702                      0.022967               18.321     0.010266 
            0.33378                      0.035957               21.917     0.017139 
            0.40053                      0.025469               24.464     0.022982 
            0.46729                      0.028371               27.301     0.030574 
            0.53405                       0.01979                29.28     0.036627 
             0.6008                      0.022613               31.541     0.044407 

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.399                      5.2118e-36              100        1     
            49.466                      1.2038e-35              100        1     
            49.533                     -4.9866e-35              100        1     
            49.599                     -7.9131e-36              100        1     
            49.666                     -2.0887e-35              100        1     
            49.733                     -9.6817e-37              100        1     
              49.8                      5.7739e-35              100        1     
            49.866                      2.5942e-36              100        1     
            49.933                      8.3876e-36              100        1     
                50                     -1.3067e-35              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                              0                                      0            
          1                              0                                      0            
          5                              0                                      0            
         10                       0.066756                               0.001701            
         15                        0.20027                              0.0067538            
         20                        0.33378                               0.017139            
         25                        0.46729                               0.030574            
         35                        0.73431                               0.063635            
         50                         1.2016                                0.14178            
         65                         1.8692                                 0.2793            
         75                           2.47                                0.40089            
         80                         2.8705                                0.47793            
         85                         3.4045                                0.57251            
         90                         4.0721                                 0.6723            
         95                         5.2737                                0.80753            
         99                         7.8104                                0.94758            
       99.9                         11.081                                0.99326            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    3.0698

fl_choice_sd
    2.0237

fl_choice_coefofvar
    0.6592

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
  -1.3067e-35

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0013269             0.13269    0.00019222
          0.51297                     0.0028995             0.42265    0.00067674
          0.51311                    0.00022138             0.44479    0.00071374
           0.5814                    0.00059525             0.50431    0.00082648
          0.58153                    0.00010845             0.51516    0.00084702
          0.59175                     0.0063752              1.1527     0.0020759
          0.64982                     0.0003083              1.1835     0.0021412
          0.64996                    0.00013931              1.1974     0.0021707
          0.66017                     0.0016326              1.3607     0.0025218
          0.68262                      0.010818              2.4425     0.0049274

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    3.0883e-36             100        1     
           54.057                   -2.9542e-35             100        1     
           54.098                    1.2649e-36             100        1     
           54.125                    -9.178e-36             100        1     
           54.194                   -2.0887e-35             100        1     
           54.262                   -9.6817e-37             100        1     
           54.331                    5.7739e-35             100        1     
           54.399                    2.5942e-36             100        1     
           54.467                    8.3876e-36             100        1     
           54.536                   -1.3067e-35             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00019222           
          1                      0.59175                               0.0020759           
          5                      0.85587                                0.012574           
         10                       1.0479                                0.028843           
         15                       1.2505                                0.047607           
         20                         1.39                                0.067142           
         25                       1.5926                                0.092901           
         35                       1.9418                                 0.14967           
         50                       2.5576                                  0.2605           
         65                       3.3103                                 0.40046           
         75                       4.0034                                  0.5203           
         80                       4.4669                                 0.58844           
         85                       5.0209                                  0.6658           
         90                       5.7932                                 0.75357           
         95                       7.0825                                 0.85724           
         99                       9.8725                                  0.9631           
       99.9                       13.344                                 0.99523           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3237

fl_choice_sd
    0.3123

fl_choice_coefofvar
    0.2359

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
  -1.3067e-35

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0013269              0.13269    0.00044579
           0.51297                       0.0028995              0.42265     0.0015695
           0.51311                      0.00022138              0.44479     0.0016553
            0.5814                      0.00059525              0.50431     0.0019168
           0.58153                      0.00010845              0.51516     0.0019644
            0.5832                      0.00013931              0.52909     0.0020258
           0.59175                       0.0063752               1.1666     0.0048759
           0.64982                       0.0003083               1.1974     0.0050272
           0.65149                      0.00038149               1.2356      0.005215
           0.65163                      8.8076e-05               1.2444     0.0052583

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            4.5208                      9.0267e-36              100        1     
            4.5224                      7.6271e-36              100        1     
            4.5241                     -2.9542e-35              100        1     
            4.5258                      -9.178e-36              100        1     
            4.5274                     -2.0887e-35              100        1     
            4.5291                     -9.6817e-37              100        1     
            4.5308                      5.7739e-35              100        1     
            4.5325                      2.5942e-36              100        1     
            4.5341                      8.3876e-36              100        1     
            4.5358                     -1.3067e-35              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00044579           
          1                       0.59175                                0.0048759           
          5                       0.80203                                 0.026243           
         10                       0.91004                                 0.060145           
         15                       0.98514                                 0.098631           
         20                        1.0552                                  0.13576           
         25                        1.1282                                  0.17618           
         35                        1.2097                                    0.264           
         50                        1.3106                                  0.40694           
         65                        1.4395                                  0.56356           
         75                        1.5301                                   0.6746           
         80                        1.5702                                  0.73295           
         85                        1.6453                                  0.79472           
         90                        1.7299                                  0.85773           
         95                        1.8434                                  0.92509           
         99                        2.0837                                  0.98343           
       99.9                        2.3427                                  0.99818           

    OriginalVariableNames    cl_mt_pol_a     cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    ___________    ___________

    'mean'                        1.7461         3.0698         1.3237
    'sd'                          1.7465         2.0237        0.31227
    'coefofvar'                   1.0002        0.65924        0.23592
    'min'                              0        0.44468        0.44468
    'max'                             50         54.536         4.5358
    'pYis0'                     0.061551              0              0
    'pYls0'                            0              0              0
    'pYgr0'                      0.93845              1              1
    'pYisMINY'                  0.061551      0.0013269      0.0013269
    'pYisMAXY'               -1.3067e-35    -1.3067e-35    -1.3067e-35
    'p0_1'                             0        0.44468        0.44468
    'p1'                               0        0.59175        0.59175
    'p5'                               0        0.85587        0.80203
    'p10'                       0.066756         1.0479        0.91004
    'p15'                        0.20027         1.2505        0.98514
    'p20'                        0.33378           1.39         1.0552
    'p25'                        0.46729         1.5926         1.1282
    'p35'                        0.73431         1.9418         1.2097
    'p50'                         1.2016         2.5576         1.3106
    'p65'                         1.8692         3.3103         1.4395
    'p75'                           2.47         4.0034         1.5301
    'p80'                         2.8705         4.4669         1.5702
    'p85'                         3.4045         5.0209         1.6453
    'p90'                         4.0721         5.7932         1.7299
    'p95'                         5.2737         7.0825         1.8434
    'p99'                         7.8104         9.8725         2.0837
    'p99_9'                       11.081         13.344         2.3427
    'fl_cov_cl_mt_pol_a'          3.0502         3.5241        0.47389
    'fl_cor_cl_mt_pol_a'               1        0.99708        0.86891
    'fl_cov_cl_mt_coh'            3.5241         4.0955         0.5714
    'fl_cor_cl_mt_coh'           0.99708              1        0.90418
    'fl_cov_cl_mt_pol_c'         0.47389         0.5714       0.097515
    'fl_cor_cl_mt_pol_c'         0.86891        0.90418              1
    'fracByP0_1'                       0     0.00019222     0.00044579
    'fracByP1'                         0      0.0020759      0.0048759
    'fracByP5'                         0       0.012574       0.026243
    'fracByP10'                 0.001701       0.028843       0.060145
    'fracByP15'                0.0067538       0.047607       0.098631
    'fracByP20'                 0.017139       0.067142        0.13576
    'fracByP25'                 0.030574       0.092901        0.17618
    'fracByP35'                 0.063635        0.14967          0.264
    'fracByP50'                  0.14178         0.2605        0.40694
    'fracByP65'                   0.2793        0.40046        0.56356
    'fracByP75'                  0.40089         0.5203         0.6746
    'fracByP80'                  0.47793        0.58844        0.73295
    'fracByP85'                  0.57251         0.6658        0.79472
    'fracByP90'                   0.6723        0.75357        0.85773
    'fracByP95'                  0.80753        0.85724        0.92509
    'fracByP99'                  0.94758         0.9631        0.98343
    'fracByP99_9'                0.99326        0.99523        0.99818

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    0.4496

fl_choice_sd
    0.7408

fl_choice_coefofvar
    1.6476

fl_choice_prob_zero
    0.3648

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.6352

fl_choice_prob_max
  -5.2860e-37

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                       0.36482               36.482            0 
           0.066756                      0.097321               46.214     0.014449 
            0.13351                      0.073698               53.584     0.036334 
            0.20027                      0.041116               57.695     0.054648 
            0.26702                      0.054581               63.153     0.087063 
            0.33378                      0.041134               67.267       0.1176 
            0.40053                      0.025098               69.776      0.13996 
            0.46729                      0.023137                72.09        0.164 
            0.53405                      0.022254               74.316      0.19044 
             0.6008                       0.02296               76.611      0.22112 

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            47.931                     -4.3497e-36              100        1     
            47.997                      2.3916e-36              100        1     
            48.064                     -3.5404e-36              100        1     
            48.131                      2.1028e-36              100        1     
            48.198                     -6.8762e-37              100        1     
            48.264                     -4.6872e-38              100        1     
            48.331                      7.7298e-36              100        1     
            48.398                      3.6811e-37              100        1     
            48.465                       2.867e-37              100        1     
            48.531                      -5.286e-37              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                             0                                       0            
          1                             0                                       0            
          5                             0                                       0            
         10                             0                                       0            
         15                             0                                       0            
         20                             0                                       0            
         25                             0                                       0            
         35                             0                                       0            
         50                       0.13351                                0.036334            
         65                       0.33378                                  0.1176            
         75                        0.6008                                 0.22112            
         80                       0.73431                                 0.28557            
         85                        1.0013                                 0.38323            
         90                        1.3351                                 0.50599            
         95                        2.0027                                  0.6884            
         99                        3.5381                                 0.90848            
       99.9                         5.474                                 0.98701            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.7409

fl_choice_sd
    1.0542

fl_choice_coefofvar
    0.6055

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
  -5.2860e-37

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0025341             0.25341    0.00064732
          0.51297                     0.0063193             0.88534     0.0025094
          0.51311                    6.1869e-05             0.89153     0.0025276
           0.5814                    0.00021409             0.91294     0.0025991
          0.58153                    2.4794e-05             0.91542     0.0026074
          0.59175                      0.016164              2.5319      0.008102
          0.64982                    7.9757e-05              2.5398     0.0081317
          0.64996                    1.9934e-05              2.5418     0.0081392
          0.66017                    0.00076158               2.618      0.008428
          0.68262                      0.033531              5.9711      0.021576

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    9.8002e-37             100        1     
           54.057                    1.1228e-36             100        1     
           54.098                    9.7034e-37             100        1     
           54.125                    -1.658e-36             100        1     
           54.194                    1.8929e-37             100        1     
           54.262                   -2.3616e-37             100        1     
           54.331                    7.7298e-36             100        1     
           54.399                    3.6811e-37             100        1     
           54.467                     2.867e-37             100        1     
           54.536                    -5.286e-37             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00064732           
          1                      0.59175                                0.008102           
          5                      0.68262                                0.021576           
         10                      0.78744                                0.048123           
         15                      0.90837                                0.090816           
         20                      0.90837                                0.090816           
         25                       1.0479                                 0.15014           
         35                       1.2088                                 0.21765           
         50                        1.414                                 0.29888           
         65                       1.7454                                 0.43138           
         75                       2.1292                                  0.5479           
         80                       2.3479                                 0.60581           
         85                       2.6349                                 0.67744           
         90                       3.0872                                 0.75926           
         95                       3.8665                                 0.85894           
         99                       5.6538                                 0.96209           
       99.9                       7.8747                                 0.99505           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.2912

fl_choice_sd
    0.3721

fl_choice_coefofvar
    0.2882

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
  -5.2860e-37

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0025341              0.25341    0.00087271
           0.51297                       0.0063193              0.88534     0.0033832
           0.51311                      6.1869e-05              0.89153     0.0034078
            0.5814                      0.00021409              0.91294     0.0035042
           0.58153                      2.4794e-05              0.91542     0.0035153
            0.5832                      1.9934e-05              0.91741     0.0035243
           0.59175                        0.016164               2.5339      0.010932
           0.64982                      7.9757e-05               2.5418      0.010972
           0.65149                      7.8015e-05               2.5496      0.011012
           0.65163                      1.4086e-05                2.551      0.011019

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            5.9226                        2.97e-36              100        1     
            5.9243                     -6.3524e-37              100        1     
             5.926                      1.1228e-36              100        1     
            5.9276                      -1.658e-36              100        1     
            5.9293                      1.8929e-37              100        1     
            5.9977                     -2.3616e-37              100        1     
            5.9994                      7.7298e-36              100        1     
            6.0011                      3.6811e-37              100        1     
            6.0027                       2.867e-37              100        1     
            6.0044                      -5.286e-37              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00087271           
          1                       0.59175                                 0.010932           
          5                       0.68262                                  0.02914           
         10                       0.78744                                 0.065066           
         15                       0.90837                                  0.12371           
         20                       0.90837                                  0.12371           
         25                        1.0479                                  0.21024           
         35                         1.118                                  0.24399           
         50                        1.2805                                  0.38696           
         65                          1.42                                  0.54088           
         75                        1.5496                                  0.65726           
         80                        1.6269                                  0.71946           
         85                         1.667                                  0.78151           
         90                        1.7904                                   0.8478           
         95                        1.9123                                  0.91906           
         99                        2.2192                                  0.98206           
       99.9                        2.4997                                  0.99801           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                      0.44962         1.7409        1.2912 
    'sd'                         0.7408         1.0542       0.37211 
    'coefofvar'                  1.6476        0.60555       0.28818 
    'min'                             0        0.44468       0.44468 
    'max'                        48.531         54.536        6.0044 
    'pYis0'                     0.36482              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                     0.63518              1             1 
    'pYisMINY'                  0.36482      0.0025341     0.0025341 
    'pYisMAXY'               -5.286e-37     -5.286e-37    -5.286e-37 
    'p0_1'                            0        0.44468       0.44468 
    'p1'                              0        0.59175       0.59175 
    'p5'                              0        0.68262       0.68262 
    'p10'                             0        0.78744       0.78744 
    'p15'                             0        0.90837       0.90837 
    'p20'                             0        0.90837       0.90837 
    'p25'                             0         1.0479        1.0479 
    'p35'                             0         1.2088         1.118 
    'p50'                       0.13351          1.414        1.2805 
    'p65'                       0.33378         1.7454          1.42 
    'p75'                        0.6008         2.1292        1.5496 
    'p80'                       0.73431         2.3479        1.6269 
    'p85'                        1.0013         2.6349         1.667 
    'p90'                        1.3351         3.0872        1.7904 
    'p95'                        2.0027         3.8665        1.9123 
    'p99'                        3.5381         5.6538        2.2192 
    'p99_9'                       5.474         7.8747        2.4997 
    'fl_cov_cl_mt_pol_a'        0.54879         0.7608       0.21201 
    'fl_cor_cl_mt_pol_a'              1        0.97422        0.7691 
    'fl_cov_cl_mt_coh'           0.7608         1.1113       0.35048 
    'fl_cor_cl_mt_coh'          0.97422              1       0.89346 
    'fl_cov_cl_mt_pol_c'        0.21201        0.35048       0.13847 
    'fl_cor_cl_mt_pol_c'         0.7691        0.89346             1 
    'fracByP0_1'                      0     0.00064732    0.00087271 
    'fracByP1'                        0       0.008102      0.010932 
    'fracByP5'                        0       0.021576       0.02914 
    'fracByP10'                       0       0.048123      0.065066 
    'fracByP15'                       0       0.090816       0.12371 
    'fracByP20'                       0       0.090816       0.12371 
    'fracByP25'                       0        0.15014       0.21024 
    'fracByP35'                       0        0.21765       0.24399 
    'fracByP50'                0.036334        0.29888       0.38696 
    'fracByP65'                  0.1176        0.43138       0.54088 
    'fracByP75'                 0.22112         0.5479       0.65726 
    'fracByP80'                 0.28557        0.60581       0.71946 
    'fracByP85'                 0.38323        0.67744       0.78151 
    'fracByP90'                 0.50599        0.75926        0.8478 
    'fracByP95'                  0.6884        0.85894       0.91906 
    'fracByP99'                 0.90848        0.96209       0.98206 
    'fracByP99_9'               0.98701        0.99505       0.99801 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.4560

fl_choice_sd
    2.5596

fl_choice_coefofvar
    1.0422

fl_choice_prob_zero
    0.0887

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.9113

fl_choice_prob_max
   1.5546e-15

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                      0.088721               8.8721             0
           0.066756                      0.028638               11.736    0.00077842
            0.13351                      0.018689               13.605     0.0017944
            0.20027                      0.027879               16.393     0.0040677
            0.26702                       0.02206               18.599     0.0064662
            0.33378                      0.018086               20.407     0.0089241
            0.40053                      0.022983               22.706      0.012672
            0.46729                      0.016298               24.336      0.015773
            0.53405                      0.017671               26.103      0.019616
             0.6008                        0.0181               27.913      0.024043

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.399                      7.1517e-16              100        1     
            49.466                      4.4301e-16              100        1     
            49.533                      3.8185e-16              100        1     
            49.599                      6.4636e-16              100        1     
            49.666                       4.665e-16              100        1     
            49.733                      3.2105e-16              100        1     
              49.8                      5.8272e-16              100        1     
            49.866                      2.4243e-16              100        1     
            49.933                        3.29e-16              100        1     
                50                      1.5546e-15              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                              0                                       0           
          1                              0                                       0           
          5                              0                                       0           
         10                       0.066756                              0.00077842           
         15                        0.20027                               0.0040677           
         20                        0.33378                               0.0089241           
         25                        0.53405                                0.019616           
         35                        0.93458                                0.048636           
         50                         1.6689                                 0.12758           
         65                         2.6702                                 0.25995           
         75                         3.5381                                  0.3842           
         80                         4.2056                                 0.46835           
         85                         4.8732                                 0.55359           
         90                         5.9413                                 0.66439           
         95                         7.6101                                 0.80018           
         99                         11.348                                 0.94698           
       99.9                         15.955                                 0.99279           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    3.7974

fl_choice_sd
    2.8145

fl_choice_coefofvar
    0.7412

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   2.2105e-16

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0012568             0.12568    0.00014717
          0.51297                     0.0028429             0.40997     0.0005312
          0.51311                    0.00015606             0.42557    0.00055229
           0.5814                    0.00040353             0.46593    0.00061407
          0.58153                    7.8072e-05             0.47373    0.00062603
          0.59175                     0.0065304              1.1268     0.0016437
          0.64982                    0.00022675              1.1494     0.0016825
          0.64996                    0.00010116              1.1596     0.0016998
          0.66017                     0.0010836              1.2679     0.0018882
          0.68262                      0.011925              2.4604     0.0040317

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    6.7512e-17             100        1     
           54.057                    3.6625e-17             100        1     
           54.098                    3.0172e-16             100        1     
           54.125                    5.4117e-17             100        1     
           54.194                    5.2645e-17             100        1     
           54.262                    2.9441e-17             100        1     
           54.331                    4.1698e-17             100        1     
           54.399                    3.1986e-17             100        1     
           54.467                    4.9648e-17             100        1     
           54.536                    2.2105e-16             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00014717           
          1                      0.59175                               0.0016437           
          5                      0.85587                               0.0096613           
         10                       1.0479                                0.023732           
         15                       1.2531                                0.038062           
         20                       1.4628                                0.055686           
         25                       1.6877                                0.077253           
         35                       2.1667                                 0.12765           
         50                       3.0322                                 0.23028           
         65                       4.1248                                 0.36905           
         75                       5.0893                                 0.48948           
         80                       5.7248                                 0.56041           
         85                       6.5262                                 0.64181           
         90                       7.6299                                 0.73371           
         95                       9.4089                                 0.84463           
         99                       13.294                                 0.95936           
       99.9                       18.178                                 0.99471           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3414

fl_choice_sd
    0.2934

fl_choice_coefofvar
    0.2187

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   2.2105e-16

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0012568              0.12568    0.00041663
           0.51297                       0.0028429              0.40997     0.0015038
           0.51311                      0.00015606              0.42557     0.0015635
            0.5814                      0.00040353              0.46593     0.0017384
           0.58153                      7.8072e-05              0.47373     0.0017722
            0.5832                      0.00010116              0.48385     0.0018162
           0.59175                       0.0065304               1.1369      0.004697
           0.64982                      0.00022675               1.1596     0.0048069
           0.65149                      0.00025404                1.185     0.0049303
           0.65163                      6.3411e-05               1.1913     0.0049611

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

              4.03                      6.7512e-17              100        1     
            4.0568                      3.6625e-17              100        1     
            4.0984                      3.0172e-16              100        1     
            4.1252                      5.4117e-17              100        1     
            4.1937                      5.2645e-17              100        1     
            4.2621                      2.9441e-17              100        1     
            4.3305                      4.1698e-17              100        1     
            4.3989                      3.1986e-17              100        1     
            4.4674                      4.9648e-17              100        1     
            4.5358                      2.2105e-16              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00041663           
          1                       0.59175                                 0.004697           
          5                        0.8037                                 0.026219           
         10                       0.97467                                 0.059717           
         15                        1.0495                                 0.098686           
         20                        1.1246                                  0.14105           
         25                        1.1437                                   0.1826           
         35                        1.2288                                  0.27118           
         50                        1.3543                                  0.41613           
         65                        1.4578                                  0.57108           
         75                        1.5434                                  0.68273           
         80                         1.583                                  0.74104           
         85                        1.6348                                  0.80011           
         90                        1.7049                                  0.86287           
         95                        1.8172                                  0.92799           
         99                        2.0103                                   0.9843           
       99.9                        2.2461                                  0.99827           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                        2.456         3.7974        1.3414 
    'sd'                         2.5596         2.8145       0.29335 
    'coefofvar'                  1.0422        0.74116       0.21869 
    'min'                             0        0.44468       0.44468 
    'max'                            50         54.536        4.5358 
    'pYis0'                    0.088721              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                     0.91128              1             1 
    'pYisMINY'                 0.088721      0.0012568     0.0012568 
    'pYisMAXY'               1.5546e-15     2.2105e-16    2.2105e-16 
    'p0_1'                            0        0.44468       0.44468 
    'p1'                              0        0.59175       0.59175 
    'p5'                              0        0.85587        0.8037 
    'p10'                      0.066756         1.0479       0.97467 
    'p15'                       0.20027         1.2531        1.0495 
    'p20'                       0.33378         1.4628        1.1246 
    'p25'                       0.53405         1.6877        1.1437 
    'p35'                       0.93458         2.1667        1.2288 
    'p50'                        1.6689         3.0322        1.3543 
    'p65'                        2.6702         4.1248        1.4578 
    'p75'                        3.5381         5.0893        1.5434 
    'p80'                        4.2056         5.7248         1.583 
    'p85'                        4.8732         6.5262        1.6348 
    'p90'                        5.9413         7.6299        1.7049 
    'p95'                        7.6101         9.4089        1.8172 
    'p99'                        11.348         13.294        2.0103 
    'p99_9'                      15.955         18.178        2.2461 
    'fl_cov_cl_mt_pol_a'         6.5516         7.1934       0.64179 
    'fl_cor_cl_mt_pol_a'              1        0.99854       0.85473 
    'fl_cov_cl_mt_coh'           7.1934         7.9213       0.72784 
    'fl_cor_cl_mt_coh'          0.99854              1       0.88156 
    'fl_cov_cl_mt_pol_c'        0.64179        0.72784      0.086056 
    'fl_cor_cl_mt_pol_c'        0.85473        0.88156             1 
    'fracByP0_1'                      0     0.00014717    0.00041663 
    'fracByP1'                        0      0.0016437      0.004697 
    'fracByP5'                        0      0.0096613      0.026219 
    'fracByP10'              0.00077842       0.023732      0.059717 
    'fracByP15'               0.0040677       0.038062      0.098686 
    'fracByP20'               0.0089241       0.055686       0.14105 
    'fracByP25'                0.019616       0.077253        0.1826 
    'fracByP35'                0.048636        0.12765       0.27118 
    'fracByP50'                 0.12758        0.23028       0.41613 
    'fracByP65'                 0.25995        0.36905       0.57108 
    'fracByP75'                  0.3842        0.48948       0.68273 
    'fracByP80'                 0.46835        0.56041       0.74104 
    'fracByP85'                 0.55359        0.64181       0.80011 
    'fracByP90'                 0.66439        0.73371       0.86287 
    'fracByP95'                 0.80018        0.84463       0.92799 
    'fracByP99'                 0.94698        0.95936        0.9843 
    'fracByP99_9'               0.99279        0.99471       0.99827 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    6.8995

fl_choice_sd
    5.3311

fl_choice_coefofvar
    0.7727

fl_choice_prob_zero
    0.0104

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.9896

fl_choice_prob_max
   5.0558e-07

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                      0.010397               1.0397             0
           0.066756                      0.004764               1.5161    4.6094e-05
            0.13351                     0.0040696                1.923    0.00012485
            0.20027                     0.0053269               2.4557    0.00027947
            0.26702                     0.0049496               2.9507    0.00047102
            0.33378                     0.0056915               3.5198    0.00074636
            0.40053                     0.0039756               3.9174    0.00097716
            0.46729                     0.0048171               4.3991     0.0013034
            0.53405                     0.0045288                4.852      0.001654
             0.6008                     0.0050734               5.3593     0.0020957

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.399                      8.1277e-08              100     0.99999  
            49.466                      9.6059e-08              100     0.99999  
            49.533                      8.1525e-08              100     0.99999  
            49.599                      1.1486e-07              100     0.99999  
            49.666                      6.5592e-08              100     0.99999  
            49.733                      1.0315e-07              100     0.99999  
              49.8                      6.5024e-08              100     0.99999  
            49.866                       1.289e-07              100           1  
            49.933                      7.1594e-08              100           1  
                50                      5.0558e-07              100           1  

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                             0                                       0            
          1                             0                                       0            
          5                        0.6008                               0.0020957            
         10                        1.2016                               0.0088311            
         15                        1.8024                                0.020674            
         20                        2.2697                                0.033955            
         25                        2.8705                                0.054032            
         35                        3.9386                                 0.10393            
         50                         5.741                                 0.20788            
         65                        7.8772                                 0.35752            
         75                        9.7463                                 0.48365            
         80                        10.881                                 0.55705            
         85                        12.283                                 0.63993            
         90                        14.152                                 0.73408            
         95                         17.29                                 0.84706            
         99                        23.698                                 0.96072            
       99.9                        31.976                                 0.99492            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    8.3520

fl_choice_sd
    5.5860

fl_choice_coefofvar
    0.6688

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   2.6544e-08

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF       cumsumFrac
    ____________________    ____________________________    ________    __________

          0.44468                    0.00026602             0.026602    1.4164e-05
          0.51297                     0.0005483             0.081432     4.784e-05
          0.51311                    7.4493e-05             0.088881    5.2416e-05
           0.5814                    0.00016802              0.10568    6.4112e-05
          0.58153                    4.4925e-05              0.11018    6.7241e-05
          0.59175                     0.0011488              0.22505    0.00014863
          0.64982                    0.00010227              0.23528    0.00015659
          0.64996                    4.8314e-05              0.24011    0.00016035
          0.66017                    0.00037153              0.27727    0.00018972
          0.68262                     0.0018663              0.46389    0.00034225

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                    3.4297e-09             100        1     
           54.057                    1.3844e-09             100        1     
           54.098                    4.7486e-08             100        1     
           54.125                    1.8381e-09             100        1     
           54.194                    1.6961e-09             100        1     
           54.262                    1.6832e-09             100        1     
           54.331                    2.1008e-09             100        1     
           54.399                    2.1561e-09             100        1     
           54.467                    1.4905e-09             100        1     
           54.536                    2.6544e-08             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                       0.5814                              6.4112e-05           
          1                      0.86544                              0.00085554           
          5                       1.5953                               0.0069454           
         10                       2.3036                                0.018912           
         15                       2.9611                                 0.03447           
         20                        3.534                                0.053902           
         25                       4.1314                                0.077025           
         35                       5.2946                                 0.13398           
         50                       7.1927                                 0.24497           
         65                       9.3957                                 0.39301           
         75                       11.325                                 0.51652           
         80                       12.541                                 0.58804           
         85                       13.993                                 0.66719           
         90                       15.969                                 0.75683           
         95                        19.18                                 0.86085           
         99                       25.818                                 0.96467           
       99.9                       34.357                                  0.9955           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.4525

fl_choice_sd
    0.2727

fl_choice_coefofvar
    0.1878

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   2.6544e-08

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF       cumsumFrac
    ______________________    ______________________________    ________    __________

           0.44468                      0.00026602              0.026602    8.1443e-05
           0.51297                       0.0005483              0.081432    0.00027509
           0.51311                      7.4493e-05              0.088881     0.0003014
            0.5814                      0.00016802               0.10568    0.00036865
           0.58153                      4.4925e-05               0.11018    0.00038664
           0.58307                      0.00010227                0.1204    0.00042769
            0.5832                      4.8314e-05               0.12523    0.00044709
           0.59175                       0.0011488               0.24011    0.00091511
           0.65149                      0.00011123               0.25124      0.000965
           0.65163                       3.346e-05               0.25458    0.00098001

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

              4.03                      3.4297e-09              100        1     
            4.0568                      1.3844e-09              100        1     
            4.0984                      4.7486e-08              100        1     
            4.1252                      1.8381e-09              100        1     
            4.1937                      1.6961e-09              100        1     
            4.2621                      1.6832e-09              100        1     
            4.3305                      2.1008e-09              100        1     
            4.3989                      2.1561e-09              100        1     
            4.4674                      1.4905e-09              100        1     
            4.5358                      2.6544e-08              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                        0.5814                               0.00036865           
          1                       0.79835                                 0.004755           
          5                       0.99348                                 0.030776           
         10                        1.1112                                   0.0672           
         15                        1.1704                                  0.10686           
         20                        1.2392                                  0.14856           
         25                        1.2715                                   0.1925           
         35                        1.3527                                  0.28199           
         50                        1.4467                                  0.42691           
         65                        1.5459                                   0.5811           
         75                         1.628                                  0.69064           
         80                         1.677                                  0.74761           
         85                        1.7228                                  0.80583           
         90                        1.8012                                  0.86623           
         95                        1.9068                                  0.92998           
         99                        2.1254                                  0.98465           
       99.9                        2.3729                                  0.99829           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                       6.8995          8.352        1.4525 
    'sd'                         5.3311          5.586       0.27274 
    'coefofvar'                 0.77268        0.66883       0.18777 
    'min'                             0        0.44468       0.44468 
    'max'                            50         54.536        4.5358 
    'pYis0'                    0.010397              0             0 
    'pYls0'                           0              0             0 
    'pYgr0'                      0.9896              1             1 
    'pYisMINY'                 0.010397     0.00026602    0.00026602 
    'pYisMAXY'               5.0558e-07     2.6544e-08    2.6544e-08 
    'p0_1'                            0         0.5814        0.5814 
    'p1'                              0        0.86544       0.79835 
    'p5'                         0.6008         1.5953       0.99348 
    'p10'                        1.2016         2.3036        1.1112 
    'p15'                        1.8024         2.9611        1.1704 
    'p20'                        2.2697          3.534        1.2392 
    'p25'                        2.8705         4.1314        1.2715 
    'p35'                        3.9386         5.2946        1.3527 
    'p50'                         5.741         7.1927        1.4467 
    'p65'                        7.8772         9.3957        1.5459 
    'p75'                        9.7463         11.325         1.628 
    'p80'                        10.881         12.541         1.677 
    'p85'                        12.283         13.993        1.7228 
    'p90'                        14.152         15.969        1.8012 
    'p95'                         17.29          19.18        1.9068 
    'p99'                        23.698         25.818        2.1254 
    'p99_9'                      31.976         34.357        2.3729 
    'fl_cov_cl_mt_pol_a'          28.42         29.775        1.3545 
    'fl_cor_cl_mt_pol_a'              1        0.99984       0.93156 
    'fl_cov_cl_mt_coh'           29.775         31.204        1.4289 
    'fl_cor_cl_mt_coh'          0.99984              1       0.93786 
    'fl_cov_cl_mt_pol_c'         1.3545         1.4289      0.074386 
    'fl_cor_cl_mt_pol_c'        0.93156        0.93786             1 
    'fracByP0_1'                      0     6.4112e-05    0.00036865 
    'fracByP1'                        0     0.00085554      0.004755 
    'fracByP5'                0.0020957      0.0069454      0.030776 
    'fracByP10'               0.0088311       0.018912        0.0672 
    'fracByP15'                0.020674        0.03447       0.10686 
    'fracByP20'                0.033955       0.053902       0.14856 
    'fracByP25'                0.054032       0.077025        0.1925 
    'fracByP35'                 0.10393        0.13398       0.28199 
    'fracByP50'                 0.20788        0.24497       0.42691 
    'fracByP65'                 0.35752        0.39301        0.5811 
    'fracByP75'                 0.48365        0.51652       0.69064 
    'fracByP80'                 0.55705        0.58804       0.74761 
    'fracByP85'                 0.63993        0.66719       0.80583 
    'fracByP90'                 0.73408        0.75683       0.86623 
    'fracByP95'                 0.84706        0.86085       0.92998 
    'fracByP99'                 0.96072        0.96467       0.98465 
    'fracByP99_9'               0.99492         0.9955       0.99829 

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_a
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.6344

fl_choice_sd
    1.7459

fl_choice_coefofvar
    1.0682

fl_choice_prob_zero
    0.0910

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    0.9090

fl_choice_prob_max
  -1.0983e-36

tb_disc_cumu
    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass     CDF      cumsumFrac
    ______________________    ______________________________    ______    __________

                  0                      0.090995               9.0995            0 
           0.066756                      0.044517               13.551    0.0018183 
            0.13351                      0.029953               16.547    0.0042651 
            0.20027                      0.038258               20.372    0.0089531 
            0.26702                      0.029307               23.303     0.013741 
            0.33378                       0.03216               26.519     0.020309 
            0.40053                      0.021461               28.665     0.025568 
            0.46729                      0.024621               31.127     0.032608 
            0.53405                      0.020375               33.165     0.039266 
             0.6008                      0.030207               36.185      0.05037 

    cl_mt_pol_aDiscreteVal    cl_mt_pol_aDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            49.399                      -2.378e-36              100        1     
            49.466                     -7.4412e-36              100        1     
            49.533                     -7.9425e-36              100        1     
            49.599                      3.4761e-36              100        1     
            49.666                     -1.4639e-36              100        1     
            49.733                     -1.7814e-36              100        1     
              49.8                      3.4201e-37              100        1     
            49.866                     -3.4914e-37              100        1     
            49.933                       1.642e-36              100        1     
                50                     -1.0983e-36              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_aDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                              0                                      0            
          1                              0                                      0            
          5                              0                                      0            
         10                       0.066756                              0.0018183            
         15                        0.13351                              0.0042651            
         20                        0.20027                              0.0089531            
         25                        0.33378                               0.020309            
         35                         0.6008                                0.05037            
         50                         1.0681                                0.12379            
         65                         1.7356                                 0.2566            
         75                         2.3364                                0.37854            
         80                          2.737                                0.45523            
         85                          3.271                                 0.5506            
         90                         4.0053                                0.66157            
         95                         5.2069                                0.79801            
         99                         7.8104                                0.94443            
       99.9                         11.148                                0.99273            

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_coh
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    2.9552

fl_choice_sd
    2.0205

fl_choice_coefofvar
    0.6837

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   2.6450e-37

tb_disc_cumu
    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass      CDF      cumsumFrac
    ____________________    ____________________________    _______    __________

          0.44468                     0.0014906             0.14906    0.00022429
          0.51297                     0.0033101             0.48006    0.00079886
          0.51311                    0.00021756             0.50182    0.00083663
           0.5814                    0.00060618             0.56244    0.00095589
          0.58153                    0.00011048             0.57349    0.00097763
          0.59175                     0.0074489              1.3184     0.0024692
          0.64982                    0.00033808              1.3522     0.0025435
          0.64996                    0.00011718              1.3639     0.0025693
          0.66017                     0.0016609                1.53     0.0029403
          0.68262                      0.013182              2.8482     0.0059852

    cl_mt_cohDiscreteVal    cl_mt_cohDiscreteValProbMass    CDF    cumsumFrac
    ____________________    ____________________________    ___    __________

            54.03                   -2.1296e-36             100        1     
           54.057                    6.6571e-37             100        1     
           54.098                   -1.6023e-37             100        1     
           54.125                   -1.6212e-36             100        1     
           54.194                    3.4201e-37             100        1     
           54.262                   -3.4914e-37             100        1     
           54.331                    1.6158e-36             100        1     
           54.399                    2.6171e-38             100        1     
           54.467                   -1.3628e-36             100        1     
           54.536                     2.645e-37             100        1     

tb_prob_drv
    percentiles    cl_mt_cohDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ____________________________________    ________________________________

        0.1                      0.44468                              0.00022429           
          1                      0.59175                               0.0024692           
          5                      0.78744                                 0.01216           
         10                      0.99272                                0.028141           
         15                       1.1296                                0.045205           
         20                       1.3189                                0.066906           
         25                       1.4628                                0.090307           
         35                       1.8138                                 0.14557           
         50                       2.4164                                 0.25279           
         65                       3.1734                                 0.39306           
         75                       3.8665                                 0.51266           
         80                       4.3301                                 0.58013           
         85                       4.8841                                 0.65722           
         90                       5.6873                                 0.74693           
         95                       6.9982                                 0.85223           
         99                       9.8277                                 0.96145           
       99.9                       13.386                                 0.99502           

----------------------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Summary Statistics for: cl_mt_pol_c
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
----------------------------------------
fl_choice_mean
    1.3209

fl_choice_sd
    0.3140

fl_choice_coefofvar
    0.2378

fl_choice_prob_zero
     0

fl_choice_prob_below_zero
     0

fl_choice_prob_above_zero
    1.0000

fl_choice_prob_max
   2.6450e-37

tb_disc_cumu
    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass      CDF      cumsumFrac
    ______________________    ______________________________    _______    __________

           0.44468                       0.0014906              0.14906    0.00050182
           0.51297                       0.0033101              0.48006     0.0017873
           0.51311                      0.00021756              0.50182     0.0018718
            0.5814                      0.00060618              0.56244     0.0021387
           0.58153                      0.00011048              0.57349     0.0021873
            0.5832                      0.00011718               0.5852      0.002239
           0.59175                       0.0074489               1.3301     0.0055762
           0.64982                      0.00033808               1.3639     0.0057425
           0.65149                      0.00031178               1.3951     0.0058963
           0.65163                      4.9219e-05                  1.4     0.0059206

    cl_mt_pol_cDiscreteVal    cl_mt_pol_cDiscreteValProbMass    CDF    cumsumFrac
    ______________________    ______________________________    ___    __________

            4.3873                     -6.2223e-36              100        1     
            4.3889                       7.037e-38              100        1     
            4.3906                      6.6571e-37              100        1     
            4.3923                     -1.6212e-36              100        1     
            4.3939                      3.4201e-37              100        1     
            4.3956                     -3.4914e-37              100        1     
            4.3973                      1.6158e-36              100        1     
            4.4657                      2.6171e-38              100        1     
            4.4674                     -1.3628e-36              100        1     
            4.5358                       2.645e-37              100        1     

tb_prob_drv
    percentiles    cl_mt_pol_cDiscreteValPercentileValues    fracOfSumHeldBelowThisPercentile
    ___________    ______________________________________    ________________________________

        0.1                       0.44468                               0.00050182           
          1                       0.59175                                0.0055762           
          5                       0.78744                                 0.029581           
         10                       0.90837                                 0.061175           
         15                       0.98347                                 0.094816           
         20                        1.0529                                  0.13819           
         25                        1.1263                                  0.17766           
         35                        1.2088                                  0.26322           
         50                        1.3106                                  0.40872           
         65                        1.4361                                  0.56345           
         75                        1.5279                                  0.67496           
         80                        1.5686                                  0.73307           
         85                        1.6419                                  0.79455           
         90                        1.7266                                  0.85802           
         95                        1.8389                                   0.9251           
         99                        2.0604                                   0.9835           
       99.9                        2.3257                                  0.99818           

    OriginalVariableNames    cl_mt_pol_a    cl_mt_coh     cl_mt_pol_c
    _____________________    ___________    __________    ___________

    'mean'                        1.6344        2.9552        1.3209 
    'sd'                          1.7459        2.0205       0.31404 
    'coefofvar'                   1.0682       0.68371       0.23775 
    'min'                              0       0.44468       0.44468 
    'max'                             50        54.536        4.5358 
    'pYis0'                     0.090995             0             0 
    'pYls0'                            0             0             0 
    'pYgr0'                      0.90901             1             1 
    'pYisMINY'                  0.090995     0.0014906     0.0014906 
    'pYisMAXY'               -1.0983e-36     2.645e-37     2.645e-37 
    'p0_1'                             0       0.44468       0.44468 
    'p1'                               0       0.59175       0.59175 
    'p5'                               0       0.78744       0.78744 
    'p10'                       0.066756       0.99272       0.90837 
    'p15'                        0.13351        1.1296       0.98347 
    'p20'                        0.20027        1.3189        1.0529 
    'p25'                        0.33378        1.4628        1.1263 
    'p35'                         0.6008        1.8138        1.2088 
    'p50'                         1.0681        2.4164        1.3106 
    'p65'                         1.7356        3.1734        1.4361 
    'p75'                         2.3364        3.8665        1.5279 
    'p80'                          2.737        4.3301        1.5686 
    'p85'                          3.271        4.8841        1.6419 
    'p90'                         4.0053        5.6873        1.7266 
    'p95'                         5.2069        6.9982        1.8389 
    'p99'                         7.8104        9.8277        2.0604 
    'p99_9'                       11.148        13.386        2.3257 
    'fl_cov_cl_mt_pol_a'          3.0482         3.516       0.46784 
    'fl_cor_cl_mt_pol_a'               1       0.99671       0.85328 
    'fl_cov_cl_mt_coh'             3.516        4.0825       0.56646 
    'fl_cor_cl_mt_coh'           0.99671             1       0.89273 
    'fl_cov_cl_mt_pol_c'         0.46784       0.56646       0.09862 
    'fl_cor_cl_mt_pol_c'         0.85328       0.89273             1 
    'fracByP0_1'                       0    0.00022429    0.00050182 
    'fracByP1'                         0     0.0024692     0.0055762 
    'fracByP5'                         0       0.01216      0.029581 
    'fracByP10'                0.0018183      0.028141      0.061175 
    'fracByP15'                0.0042651      0.045205      0.094816 
    'fracByP20'                0.0089531      0.066906       0.13819 
    'fracByP25'                 0.020309      0.090307       0.17766 
    'fracByP35'                  0.05037       0.14557       0.26322 
    'fracByP50'                  0.12379       0.25279       0.40872 
    'fracByP65'                   0.2566       0.39306       0.56345 
    'fracByP75'                  0.37854       0.51266       0.67496 
    'fracByP80'                  0.45523       0.58013       0.73307 
    'fracByP85'                   0.5506       0.65722       0.79455 
    'fracByP90'                  0.66157       0.74693       0.85802 
    'fracByP95'                  0.79801       0.85223        0.9251 
    'fracByP99'                  0.94443       0.96145        0.9835 
    'fracByP99_9'                0.99273       0.99502       0.99818 

Store Results to Table

% Append Simulation Loop Statistics
tb_outcomes_meansdperc = result_map('tb_outcomes');
tb_simu_info = array2table(ar_simu_info + zeros([size(tb_outcomes_meansdperc,1), length(ar_simu_info)]));
tb_simu_info.Properties.VariableNames = cl_col_names;
variablenames = tb_outcomes_meansdperc.Properties.RowNames;
tb_simu_info.Properties.RowNames = (variablenames);

% Table
tb_outcomes_simu = [tb_simu_info tb_outcomes_meansdperc];
end
xxxxx Shift to: xxxxx
           fl_crra    fl_beta
           _______    _______

    j=2    2.1446     0.95494

xxxxx Shift to: xxxxx
           fl_crra    fl_beta
           _______    _______

    j=3    1.9074     0.94245

xxxxx Shift to: xxxxx
           fl_crra    fl_beta
           _______    _______

    j=4    3.2053     0.9311 

xxxxx Shift to: xxxxx
           fl_crra    fl_beta
           _______    _______

    j=5    3.8779     0.94224

xxxxx Shift to: xxxxx
           fl_crra    fl_beta
           _______    _______

    j=6    2.6924     0.9023 

xxxxx Shift to: xxxxx
           fl_crra    fl_beta
           _______    _______

    j=7    4.9231     0.90618

xxxxx Shift to: xxxxx
           fl_crra    fl_beta
           _______    _______

    j=8    3.7393     0.89283

xxxxx Shift to: xxxxx
           fl_crra    fl_beta
           _______    _______

    j=9    2.9237     0.89937

xxxxx Shift to: xxxxx
            fl_crra    fl_beta
            _______    _______

    j=10    2.5685     0.9331 

xxxxx Shift to: xxxxx
            fl_crra    fl_beta
            _______    _______

    j=11    2.3727     0.87921

xxxxx Shift to: xxxxx
            fl_crra    fl_beta
            _______    _______

    j=12    3.9162     0.91337

xxxxx Shift to: xxxxx
            fl_crra    fl_beta
            _______    _______

    j=13    2.7543     0.91309

xxxxx Shift to: xxxxx
            fl_crra    fl_beta
            _______    _______

    j=14    1.2387     0.91937

xxxxx Shift to: xxxxx
            fl_crra    fl_beta
            _______    _______

    j=15    2.5922     0.91258

xxxxx Shift to: xxxxx
            fl_crra    fl_beta
            _______    _______

    j=16     3.952     0.90123

xxxxx Shift to: xxxxx
            fl_crra    fl_beta
            _______    _______

    j=17     1.73      0.91264

xxxxx Shift to: xxxxx
            fl_crra    fl_beta
            _______    _______

    j=18    1.7018     0.95934

xxxxx Shift to: xxxxx
            fl_crra    fl_beta
            _______    _______

    j=19    3.1262     0.96442

xxxxx Shift to: xxxxx
            fl_crra    fl_beta
            _______    _______

    j=20    3.1273     0.92018

-------------------------
xxxxxx tb_outcomes xxxxxx
                      variablenames    it_pcombi_ctr    fl_crra    fl_beta     mean       sd       coefofvar      min       max       pYis0      pYls0     pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10         p15         p20         p25        p35        p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1    fracByP1     fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                      _____________    _____________    _______    _______    ______    _______    _________    _______    ______    ________    _____    _______    __________    ___________    _______    _______    _______    ________    ________    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    __________________    __________________    ________________    ________________    __________________    __________________    __________    _________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_pol_a_v1    'cl_mt_pol_a'          1          3.7859     0.93344    2.8959     2.5842     0.89238           0        50    0.032683      0      0.96732      0.032683     1.3544e-17          0          0    0.13351     0.33378     0.53405     0.73431    0.93458     1.4019     2.2029    3.2043    4.1389    4.7397    5.4072    6.4085    8.0107    11.549    15.888          6.6782                     1               7.3398             0.99892               0.66154              0.88886                   0            0    0.0013618     0.0056253     0.013645     0.023146     0.037583    0.077552      0.17304      0.31101      0.44465      0.52023      0.60142      0.70265      0.82507      0.95499       0.99402  
    cl_mt_coh_v1      'cl_mt_coh'            1          3.7859     0.93344    4.2483     2.8433     0.66928     0.44468    54.536           0      0            1    0.00078348     2.6934e-18    0.51297    0.68262     1.0023      1.3189      1.5953       1.869       2.14     2.6766     3.5796    4.6788    5.6456    6.2722    7.0558    8.1197    9.8303    13.514    18.141          7.3398               0.99892               8.0843                   1               0.74449              0.90917          0.00028182    0.0020429    0.0094796      0.023118      0.04134     0.061594     0.084677      0.1403      0.25119      0.39572      0.51683      0.58612      0.66441      0.75358      0.85763      0.96356       0.99533  
    cl_mt_pol_c_v1    'cl_mt_pol_c'          1          3.7859     0.93344    1.3524      0.288     0.21296     0.44468    4.5358           0      0            1    0.00078348     2.6934e-18    0.51297    0.68262    0.88213     0.98277      1.0595      1.1313      1.152     1.2371      1.344    1.4667    1.5359    1.5931    1.6394    1.7169    1.8301    2.0449    2.2623         0.66154               0.88886              0.74449             0.90917              0.082944                    1          0.00088527    0.0070469     0.028059      0.063119      0.10265      0.14079      0.18306     0.27212      0.41627      0.57246      0.68273      0.74038      0.80037       0.8623      0.92779      0.98416       0.99826  
    cl_mt_pol_a_v2    'cl_mt_pol_a'          2          2.1446     0.95494    2.6171     2.6169     0.99994           0        50    0.068867      0      0.93113      0.068867     1.7986e-15          0          0          0    0.066756     0.26702     0.46729    0.66756     1.0681     1.8692    2.8705    3.8051    4.4059    5.1402    6.2083    7.8772    11.549    16.222          6.8484                     1               7.5066             0.99871               0.65823              0.86484                   0            0            0    0.00081453    0.0055432     0.013501     0.025926    0.055552      0.14257      0.27414      0.40542      0.47985       0.5706      0.67801      0.80884      0.94813       0.99315  
    cl_mt_coh_v2      'cl_mt_coh'            2          2.1446     0.95494    3.9625     2.8722     0.72483     0.44468    54.536           0      0            1     0.0011444     2.5529e-16    0.44468    0.59175    0.90837      1.1163      1.3341      1.5926     1.8049     2.3036     3.1931    4.3301    5.3035    5.9744    6.7512    7.8882    9.6694    13.567    18.449          7.5066               0.99871               8.2494                   1               0.74282              0.88924          0.00012843    0.0014023     0.012024      0.023578     0.037232     0.056379     0.077221       0.129      0.23395      0.37449      0.49536      0.56675      0.64681      0.73856      0.84793      0.96041       0.99486  
    cl_mt_pol_c_v2    'cl_mt_pol_c'          2          2.1446     0.95494    1.3454    0.29084     0.21617     0.44468    4.5358           0      0            1     0.0011444     2.5529e-16    0.44468    0.59175    0.85587     0.97846      1.0519       1.128     1.1454     1.2321     1.3577    1.4617    1.5375    1.5868    1.6327    1.7087     1.822    2.0115    2.2527         0.65823               0.86484              0.74282             0.88924              0.084587                    1          0.00037826     0.004177     0.028441      0.062217     0.098967      0.14013      0.18192     0.27093      0.41695      0.57259      0.68289      0.74057       0.8003      0.86264      0.92796      0.98424       0.99827  
    cl_mt_pol_a_v3    'cl_mt_pol_a'          3          1.9074     0.94245    1.3561     1.6272      1.1999           0        50     0.14716      0      0.85284       0.14716     6.6225e-37          0          0          0           0    0.066756    0.066756    0.13351    0.40053    0.80107    1.4019    1.9359    2.3364    2.8037    3.5381    4.6729    7.2764    10.614          2.6478                     1               3.0804             0.99545               0.43269              0.82641                   0            0            0             0    0.0028812    0.0028812    0.0075942    0.035942      0.09857      0.21866      0.33572      0.41297      0.50393      0.62573      0.76816      0.93556       0.99146  
    cl_mt_coh_v3      'cl_mt_coh'            3          1.9074     0.94245      2.67     1.9018     0.71226     0.44468    54.536           0      0            1     0.0018354    -5.6514e-36    0.44468    0.59175    0.78744     0.90837      1.0479      1.1847     1.2772     1.5953     2.0983    2.8243     3.456    3.9083    4.4557    5.2196    6.5197    9.3272    12.872          3.0804               0.99545               3.6167                   1               0.53622              0.87629          0.00030567    0.0035289     0.018529      0.033223     0.054288     0.071045      0.09086     0.14559      0.24808      0.38405      0.50062      0.57028      0.64756      0.73714      0.84626      0.95927       0.99468  
    cl_mt_pol_c_v3    'cl_mt_pol_c'          3          1.9074     0.94245    1.3139    0.32177     0.24489     0.44468    4.5358           0      0            1     0.0018354    -5.6514e-36    0.44468    0.59175    0.78744     0.90837     0.97846      1.0486     1.1196     1.2031     1.3131    1.4283    1.5246    1.5935    1.6353    1.7216    1.8334    2.0642     2.324         0.43269               0.82641              0.53622             0.87629               0.10353                    1          0.00062117    0.0072119     0.039319      0.075136     0.096876      0.13405      0.17586     0.25912      0.40247      0.56043      0.67411      0.73298      0.79319       0.8577      0.92493      0.98346       0.99819  
    cl_mt_pol_a_v4    'cl_mt_pol_a'          4          3.2053      0.9311    2.1541     2.1281     0.98793           0        50    0.054345      0      0.94566      0.054345     3.6589e-25          0          0          0     0.13351     0.26702     0.40053    0.53405    0.93458     1.5354    2.3364    3.0708    3.6048    4.2056    5.0067    6.4753    9.4793    13.284          4.5287                     1               5.0845             0.99806               0.55586              0.86857                   0            0            0     0.0028421    0.0072127     0.015726     0.025879    0.064263       0.1487      0.28091      0.40406      0.48875      0.57728      0.67667      0.81336      0.94883       0.99317  

                       variablenames    it_pcombi_ctr    fl_crra    fl_beta     mean       sd       coefofvar      min       max       pYis0      pYls0     pYgr0      pYisMINY      pYisMAXY       p0_1        p1         p5         p10         p15        p20        p25        p35       p50       p65       p75       p80       p85       p90       p95       p99      p99_9     fl_cov_cl_mt_pol_a    fl_cor_cl_mt_pol_a    fl_cov_cl_mt_coh    fl_cor_cl_mt_coh    fl_cov_cl_mt_pol_c    fl_cor_cl_mt_pol_c    fracByP0_1     fracByP1     fracByP5     fracByP10     fracByP15    fracByP20    fracByP25    fracByP35    fracByP50    fracByP65    fracByP75    fracByP80    fracByP85    fracByP90    fracByP95    fracByP99    fracByP99_9
                       _____________    _____________    _______    _______    ______    _______    _________    _______    ______    ________    _____    _______    __________    ___________    _______    _______    _______    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______    ______    ______    ______    __________________    __________________    ________________    ________________    __________________    __________________    __________    __________    _________    __________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    _________    ___________

    cl_mt_pol_c_v17    'cl_mt_pol_c'         17            1.73     0.91264    1.2912    0.37211     0.28818     0.44468    6.0044           0      0            1     0.0025341     -5.286e-37    0.44468    0.59175    0.68262     0.78744    0.90837    0.90837     1.0479      1.118    1.2805      1.42    1.5496    1.6269     1.667    1.7904    1.9123    2.2192    2.4997         0.21201                0.7691              0.35048             0.89346               0.13847                    1          0.00087271      0.010932      0.02914      0.065066      0.12371      0.12371     0.21024      0.24399      0.38696      0.54088      0.65726      0.71946      0.78151       0.8478      0.91906      0.98206       0.99801  
    cl_mt_pol_a_v18    'cl_mt_pol_a'         18          1.7018     0.95934     2.456     2.5596      1.0422           0        50    0.088721      0      0.91128      0.088721     1.5546e-15          0          0          0    0.066756    0.20027    0.33378    0.53405    0.93458    1.6689    2.6702    3.5381    4.2056    4.8732    5.9413    7.6101    11.348    15.955          6.5516                     1               7.1934             0.99854               0.64179              0.85473                   0             0            0    0.00077842    0.0040677    0.0089241    0.019616     0.048636      0.12758      0.25995       0.3842      0.46835      0.55359      0.66439      0.80018      0.94698       0.99279  
    cl_mt_coh_v18      'cl_mt_coh'           18          1.7018     0.95934    3.7974     2.8145     0.74116     0.44468    54.536           0      0            1     0.0012568     2.2105e-16    0.44468    0.59175    0.85587      1.0479     1.2531     1.4628     1.6877     2.1667    3.0322    4.1248    5.0893    5.7248    6.5262    7.6299    9.4089    13.294    18.178          7.1934               0.99854               7.9213                   1               0.72784              0.88156          0.00014717     0.0016437    0.0096613      0.023732     0.038062     0.055686    0.077253      0.12765      0.23028      0.36905      0.48948      0.56041      0.64181      0.73371      0.84463      0.95936       0.99471  
    cl_mt_pol_c_v18    'cl_mt_pol_c'         18          1.7018     0.95934    1.3414    0.29335     0.21869     0.44468    4.5358           0      0            1     0.0012568     2.2105e-16    0.44468    0.59175     0.8037     0.97467     1.0495     1.1246     1.1437     1.2288    1.3543    1.4578    1.5434     1.583    1.6348    1.7049    1.8172    2.0103    2.2461         0.64179               0.85473              0.72784             0.88156              0.086056                    1          0.00041663      0.004697     0.026219      0.059717     0.098686      0.14105      0.1826      0.27118      0.41613      0.57108      0.68273      0.74104      0.80011      0.86287      0.92799       0.9843       0.99827  
    cl_mt_pol_a_v19    'cl_mt_pol_a'         19          3.1262     0.96442    6.8995     5.3311     0.77268           0        50    0.010397      0       0.9896      0.010397     5.0558e-07          0          0     0.6008      1.2016     1.8024     2.2697     2.8705     3.9386     5.741    7.8772    9.7463    10.881    12.283    14.152     17.29    23.698    31.976           28.42                     1               29.775             0.99984                1.3545              0.93156                   0             0    0.0020957     0.0088311     0.020674     0.033955    0.054032      0.10393      0.20788      0.35752      0.48365      0.55705      0.63993      0.73408      0.84706      0.96072       0.99492  
    cl_mt_coh_v19      'cl_mt_coh'           19          3.1262     0.96442     8.352      5.586     0.66883     0.44468    54.536           0      0            1    0.00026602     2.6544e-08     0.5814    0.86544     1.5953      2.3036     2.9611      3.534     4.1314     5.2946    7.1927    9.3957    11.325    12.541    13.993    15.969     19.18    25.818    34.357          29.775               0.99984               31.204                   1                1.4289              0.93786          6.4112e-05    0.00085554    0.0069454      0.018912      0.03447     0.053902    0.077025      0.13398      0.24497      0.39301      0.51652      0.58804      0.66719      0.75683      0.86085      0.96467        0.9955  
    cl_mt_pol_c_v19    'cl_mt_pol_c'         19          3.1262     0.96442    1.4525    0.27274     0.18777     0.44468    4.5358           0      0            1    0.00026602     2.6544e-08     0.5814    0.79835    0.99348      1.1112     1.1704     1.2392     1.2715     1.3527    1.4467    1.5459     1.628     1.677    1.7228    1.8012    1.9068    2.1254    2.3729          1.3545               0.93156               1.4289             0.93786              0.074386                    1          0.00036865      0.004755     0.030776        0.0672      0.10686      0.14856      0.1925      0.28199      0.42691       0.5811      0.69064      0.74761      0.80583      0.86623      0.92998      0.98465       0.99829  
    cl_mt_pol_a_v20    'cl_mt_pol_a'         20          3.1273     0.92018    1.6344     1.7459      1.0682           0        50    0.090995      0      0.90901      0.090995    -1.0983e-36          0          0          0    0.066756    0.13351    0.20027    0.33378     0.6008    1.0681    1.7356    2.3364     2.737     3.271    4.0053    5.2069    7.8104    11.148          3.0482                     1                3.516             0.99671               0.46784              0.85328                   0             0            0     0.0018183    0.0042651    0.0089531    0.020309      0.05037      0.12379       0.2566      0.37854      0.45523       0.5506      0.66157      0.79801      0.94443       0.99273  
    cl_mt_coh_v20      'cl_mt_coh'           20          3.1273     0.92018    2.9552     2.0205     0.68371     0.44468    54.536           0      0            1     0.0014906      2.645e-37    0.44468    0.59175    0.78744     0.99272     1.1296     1.3189     1.4628     1.8138    2.4164    3.1734    3.8665    4.3301    4.8841    5.6873    6.9982    9.8277    13.386           3.516               0.99671               4.0825                   1               0.56646              0.89273          0.00022429     0.0024692      0.01216      0.028141     0.045205     0.066906    0.090307      0.14557      0.25279      0.39306      0.51266      0.58013      0.65722      0.74693      0.85223      0.96145       0.99502  
    cl_mt_pol_c_v20    'cl_mt_pol_c'         20          3.1273     0.92018    1.3209    0.31404     0.23775     0.44468    4.5358           0      0            1     0.0014906      2.645e-37    0.44468    0.59175    0.78744     0.90837    0.98347     1.0529     1.1263     1.2088    1.3106    1.4361    1.5279    1.5686    1.6419    1.7266    1.8389    2.0604    2.3257         0.46784               0.85328              0.56646             0.89273               0.09862                    1          0.00050182     0.0055762     0.029581      0.061175     0.094816      0.13819     0.17766      0.26322      0.40872      0.56345      0.67496      0.73307      0.79455      0.85802       0.9251       0.9835       0.99818  

Map Corrections

function param_map = map_correction(param_map)

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

    if (isKey(param_map, 'fl_z_r_borr_n'))
        param_map('it_z_n') = param_map('it_z_wage_n') * param_map('fl_z_r_borr_n');
    end

    if (ismember(st_model, ["ipwkbz", "ipwkbzr"]))

        if (isKey(param_map, 'fl_b_bd'))
            param_map('fl_b_bd') = -20;
            param_map('fl_w_min') = param_map('fl_b_bd');
            param_map('fl_w_max') = 50;
            param_map('fl_k_max') = (param_map('fl_w_max') - param_map('fl_b_bd'));
        end
        if (isKey(param_map, 'fl_w_max'))
            param_map('fl_k_max') = (param_map('fl_w_max') - param_map('fl_b_bd'));
        end
    end


end