For + Inf + Borr + Save, No Default Testings

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Testing borrowing and savings cases when default is not allowed

In principle, changes in cmin should not impact results since default does not occur here. cmin should not enter into the solution at all.

@seealso

Contents

Common Parameters

bl_default = false;
fl_r_inf_low = 0.07;
fl_r_inf_high = 0.10;
fl_r_fbr = 0.06;

Set Parameters where formal and informal interest rates are the same

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

% Key Borrowing Controls
param_map_group_a('bl_default') = bl_default;

% Interset Rates
param_map_group_a('fl_r_inf') = fl_r_inf_low;
param_map_group_a('fl_r_inf_bridge') = fl_r_inf_low;
param_map_group_a('fl_r_fbr') = fl_r_fbr;

Set Parameters where formal and informal interest rates are the different

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

% Key Borrowing Controls
param_map_group_b('bl_default') = bl_default;

% Interset Rates
param_map_group_b('fl_r_inf') = fl_r_inf_high;
param_map_group_b('fl_r_inf_bridge') = fl_r_inf_high;
param_map_group_b('fl_r_fbr') = fl_r_fbr;

Case A1 No Default, Formal Menu (formal can rollover), fl_r_inf (0.07) > fl_r_fbr (0.6)

Same Formal and informal rate

param_map_group_a('bl_bridge') = false;
param_map_group_b('bl_rollover') = true;
fsi_abz_fibs_ds_vecsv_testmain(param_map_group_a)
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xxx Preference xxxxxx
fl_beta = 0.94
fl_crra = 1.5
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xxx shocks xxxxxx
fl_z_rho = 0.8
fl_z_sig = 0.2
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xxx Boolean Controls xxxxxx
bl_default = 0
bl_bridge = 0
bl_rollover = 1
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xxx Float Controls xxxxxxxx
fl_default_aprime = 0
fl_b_bd = -12.5
fl_c_min = 0.025
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xxx Interest Rates xxxxxxxx
fl_r_fsv = 0.025
fl_r_inf = 0.07
fl_r_inf_bridge = 0.07
fl_r_fbr = 0.06
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xxx Formal Menu Params xxxx
st_forbrblk_type = seg3
fl_forbrblk_brmost = -19
fl_forbrblk_brleast = -1
fl_forbrblk_gap = -1.5
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ar_fl_b_bd = -20 -15 -10  -5
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Vary Borrow Bound
ar_fl_b_bd = -20 -15 -10  -5
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xxxxx fl_b_bd = -20 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 5.474632 seconds.
Elapsed time is 0.541811 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    ___________    _______    _______    _______    ________    ________    ________    ________    ________    ________    ________    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -2.0998      2.629      -1.252     -7.8561    49.613    0.016553    0.76551    0.21794    1.6313e-34    -2.8897e-35     -7.392      -7.16    -6.3865     -5.7677     -5.0716     -4.6075     -4.2207     -3.2152     -1.9777    -0.89479    -0.12131    0.11073    0.49747    1.0389    1.9671    4.2102     7.072
    cl_mt_pol_coh                  -0.81984     2.8228     -3.4431     -7.4114    53.286           0    0.59224    0.40776    8.6317e-35    -2.8897e-35    -6.7243    -6.2952     -5.367     -4.6425     -4.0085     -3.4671      -3.003     -2.0127    -0.73795     0.42227      1.1928     1.5646     2.0192    2.6434    3.7208    6.1151    9.1352
    cl_mt_pol_c                      1.1481    0.34695      0.3022       0.025    4.8826           0          0          1    8.6317e-35    -2.8897e-35    0.17289    0.43549    0.61931     0.73303     0.80914     0.86796     0.92233      1.0021      1.1144      1.2375      1.3382     1.4305     1.5377    1.6376    1.7829    2.0569    2.3248
    cl_mt_pol_b_bridge                    0          0         NaN           0         0           1          0          0             1              1          0          0          0           0           0           0           0           0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.32095    0.36995     -1.1527      -1.227         0     0.39282    0.60718          0     0.0051154        0.39282     -1.227     -1.184    -1.0724    -0.91766    -0.79726    -0.68561    -0.59952    -0.41052    -0.16974           0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr               -2.097     2.1041     -1.0034       -7.42         0     0.34698    0.65302          0      0.014244        0.34698      -7.42      -7.42      -5.83       -5.83       -4.24       -4.24       -4.24       -2.65       -1.06       -1.06           0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.31808    0.83327      2.6196           0    49.613     0.62374          0    0.37626       0.62374    -2.8897e-35          0          0          0           0           0           0           0           0           0    0.028005      0.1827    0.26543    0.49747    1.0389    1.9671    4.2102     7.072

xxxxx fl_b_bd = -15 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 5.973836 seconds.
Elapsed time is 0.459407 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    ___________    _______    _______    _______    ________    ________    ________    ________    ________    ________    ________    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -2.0998      2.629      -1.252     -7.8561    49.613    0.016553    0.76551    0.21794    1.6313e-34    -2.8897e-35     -7.392      -7.16    -6.3865     -5.7677     -5.0716     -4.6075     -4.2207     -3.2152     -1.9777    -0.89479    -0.12131    0.11073    0.49747    1.0389    1.9671    4.2102     7.072
    cl_mt_pol_coh                  -0.81984     2.8228     -3.4431     -7.4114    53.286           0    0.59224    0.40776    8.6317e-35    -2.8897e-35    -6.7243    -6.2952     -5.367     -4.6425     -4.0085     -3.4671      -3.003     -2.0127    -0.73795     0.42227      1.1928     1.5646     2.0192    2.6434    3.7208    6.1151    9.1352
    cl_mt_pol_c                      1.1481    0.34695      0.3022       0.025    4.8826           0          0          1    8.6317e-35    -2.8897e-35    0.17289    0.43549    0.61931     0.73303     0.80914     0.86796     0.92233      1.0021      1.1144      1.2375      1.3382     1.4305     1.5377    1.6376    1.7829    2.0569    2.3248
    cl_mt_pol_b_bridge                    0          0         NaN           0         0           1          0          0             1              1          0          0          0           0           0           0           0           0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.32095    0.36995     -1.1527      -1.227         0     0.39282    0.60718          0     0.0051154        0.39282     -1.227     -1.184    -1.0724    -0.91766    -0.79726    -0.68561    -0.59952    -0.41052    -0.16974           0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr               -2.097     2.1041     -1.0034       -7.42         0     0.34698    0.65302          0      0.014244        0.34698      -7.42      -7.42      -5.83       -5.83       -4.24       -4.24       -4.24       -2.65       -1.06       -1.06           0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.31808    0.83327      2.6196           0    49.613     0.62374          0    0.37626       0.62374    -2.8897e-35          0          0          0           0           0           0           0           0           0    0.028005      0.1827    0.26543    0.49747    1.0389    1.9671    4.2102     7.072

xxxxx fl_b_bd = -10 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 4.389165 seconds.
Elapsed time is 0.421923 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    ___________    _______    _______    _______    ________    ________    ________    ________    ________    ________    ________    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -2.0998      2.629      -1.252     -7.8561    49.613    0.016553    0.76551    0.21794    1.6313e-34    -2.8897e-35     -7.392      -7.16    -6.3865     -5.7677     -5.0716     -4.6075     -4.2207     -3.2152     -1.9777    -0.89479    -0.12131    0.11073    0.49747    1.0389    1.9671    4.2102     7.072
    cl_mt_pol_coh                  -0.81984     2.8228     -3.4431     -7.4114    53.286           0    0.59224    0.40776    8.6317e-35    -2.8897e-35    -6.7243    -6.2952     -5.367     -4.6425     -4.0085     -3.4671      -3.003     -2.0127    -0.73795     0.42227      1.1928     1.5646     2.0192    2.6434    3.7208    6.1151    9.1352
    cl_mt_pol_c                      1.1481    0.34695      0.3022       0.025    4.8826           0          0          1    8.6317e-35    -2.8897e-35    0.17289    0.43549    0.61931     0.73303     0.80914     0.86796     0.92233      1.0021      1.1144      1.2375      1.3382     1.4305     1.5377    1.6376    1.7829    2.0569    2.3248
    cl_mt_pol_b_bridge                    0          0         NaN           0         0           1          0          0             1              1          0          0          0           0           0           0           0           0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.32095    0.36995     -1.1527      -1.227         0     0.39282    0.60718          0     0.0051154        0.39282     -1.227     -1.184    -1.0724    -0.91766    -0.79726    -0.68561    -0.59952    -0.41052    -0.16974           0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr               -2.097     2.1041     -1.0034       -7.42         0     0.34698    0.65302          0      0.014244        0.34698      -7.42      -7.42      -5.83       -5.83       -4.24       -4.24       -4.24       -2.65       -1.06       -1.06           0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.31808    0.83327      2.6196           0    49.613     0.62374          0    0.37626       0.62374    -2.8897e-35          0          0          0           0           0           0           0           0           0    0.028005      0.1827    0.26543    0.49747    1.0389    1.9671    4.2102     7.072

xxxxx fl_b_bd = -5 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 3.398851 seconds.
Elapsed time is 0.420012 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    _______    _________    _______    ______    ________    _______    _______    __________    ___________    _______    _______    _______    ________    ________    ________    ________    ________    ________    ________    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                      -1.3503     2.1442      -1.588          -5    49.559    0.021483    0.72021    0.25831      0.011847    -5.2255e-35         -5         -5    -4.6324     -4.2647     -3.8235     -3.3088     -3.0147     -2.4265     -1.3235    -0.44118    0.073529    0.36765    0.73529      1.25    2.2059    4.4118    7.2059
    cl_mt_pol_coh                  -0.070301     2.3627     -33.608     -4.5553    53.286           0    0.52003    0.47997    0.00036942    -5.2255e-35     -4.487    -4.2126     -3.658     -3.1635     -2.6946     -2.2471     -1.8596     -1.1791    -0.12621     0.83484      1.4615     1.8291     2.2703     2.885    3.9615    6.3317    9.3291
    cl_mt_pol_c                       1.1891    0.34059     0.28642     0.15496    4.9357           0          0          1    0.00036942    -5.2255e-35    0.22325    0.46643    0.68327     0.79326     0.86714     0.91386     0.95622      1.0517      1.1468      1.2698      1.3831     1.4733     1.5547    1.6565    1.8202    2.0495     2.336
    cl_mt_pol_b_bridge                     0          0         NaN           0         0           1          0          0             1              1          0          0          0           0           0           0           0           0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge      -0.3018    0.35763      -1.185     -1.2471         0     0.41294    0.58706          0     0.0046559        0.41294    -1.2471    -1.2194    -1.0724    -0.85176    -0.73529    -0.65882    -0.55765    -0.36765    -0.14412           0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr               -1.4143     1.5105      -1.068       -4.24         0     0.40864    0.59136          0       0.13763        0.40864      -4.24      -4.24      -4.24       -4.24       -2.65       -2.65       -2.65       -2.65       -1.06           0           0          0          0         0         0         0         0
    cl_mt_pol_for_save               0.36577     0.8965       2.451           0    49.559     0.60854          0    0.39146       0.60854    -5.2255e-35          0          0          0           0           0           0           0           0           0    0.048824     0.22059    0.36765    0.73529      1.25    2.2059    4.4118    7.2059

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Vary Minimum Consumption
ar_fl_c_min = 0.1       0.067       0.034       0.001
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xxxxx fl_c_min = 0.1 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 3.790382 seconds.
Elapsed time is 0.399525 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    ___________    _______    _______    _______    ________    ________    ________    _______    ________    ________    ________    _________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.9733     2.5417     -1.2881     -7.8561    49.613    0.016664    0.75931    0.22402    3.4155e-08    -4.0498e-35    -6.8506    -6.6959    -6.0771     -5.5357     -4.9169     -4.3754    -3.9887     -3.0605      -1.823    -0.81744    -0.043964    0.18808    0.57482    1.0389    2.0444    4.2102     7.072
    cl_mt_pol_coh                  -0.69325     2.7398     -3.9521     -7.4114    53.286           0    0.58192    0.41808      5.32e-09    -4.0498e-35    -6.2588    -5.8311     -5.091     -4.4042     -3.7854     -3.2904    -2.8145      -1.858    -0.61418     0.49667       1.2359     1.6085     2.0436    2.6653    3.7453    6.1304    9.1545
    cl_mt_pol_c                      1.1551    0.34568     0.29927         0.1    4.8826           0          0          1    1.5033e-08    -4.0498e-35    0.19498    0.39574    0.63461     0.74507     0.82185     0.87751    0.92504      1.0058      1.1221      1.2428       1.3504     1.4463     1.5395    1.6395    1.7852    2.0601    2.3264
    cl_mt_pol_b_bridge                    0          0         NaN           0         0           1          0          0             1              1          0          0          0           0           0           0          0           0           0           0            0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.31984    0.36733     -1.1485      -1.227         0     0.38992    0.61008          0     0.0041795        0.38992     -1.227     -1.184    -1.0636    -0.91766    -0.79726    -0.68561    -0.5854    -0.41052    -0.16974           0            0          0          0         0         0         0         0
    cl_mt_pol_for_borr               -1.977     1.9939     -1.0086       -7.42         0     0.35586    0.64414          0    2.2376e-05        0.35586      -5.83      -5.83      -5.83       -5.83       -4.24       -4.24      -4.24       -2.65       -1.06           0            0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.32358    0.84234      2.6032           0    49.613     0.62675          0    0.37325       0.62675    -4.0498e-35          0          0          0           0           0           0          0           0           0    0.019261      0.17396    0.26543    0.57482    1.0389    2.0444    4.2102     7.072

xxxxx fl_c_min = 0.067 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 3.329880 seconds.
Elapsed time is 0.372752 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    ___________    _______    _______    _______    ________    ________    ________    ________    ________    ________    ________    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -2.0608     2.5995     -1.2614     -7.8561    49.613    0.016333    0.76392    0.21975     3.256e-08    -1.9697e-35    -7.2373    -7.0053    -6.2318     -5.6903     -5.0716     -4.5301     -4.1434     -3.1379     -1.9003    -0.89479    -0.12131    0.11073    0.49747    1.0389    1.9671    4.2102     7.072
    cl_mt_pol_coh                   -0.7808     2.7947     -3.5793     -7.4114    53.286           0     0.5893     0.4107     7.266e-09    -1.9697e-35    -6.5682    -6.1405     -5.255     -4.5651     -3.9384     -3.3987     -2.9346     -1.9912    -0.69153     0.46246      1.1957     1.5795     2.0287    2.6474    3.7303    6.1186    9.1352
    cl_mt_pol_c                      1.1502    0.34657     0.30131       0.067    4.8826           0          0          1    1.5415e-08    -1.9697e-35    0.17855    0.44055    0.62437     0.73809      0.8142     0.87129     0.92305       1.005      1.1179      1.2377      1.3433     1.4356     1.5377    1.6376    1.7838    2.0582    2.3248
    cl_mt_pol_b_bridge                    0          0         NaN           0         0           1          0          0             1              1          0          0          0           0           0           0           0           0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.32256    0.36964      -1.146      -1.227         0     0.38866    0.61134          0     0.0054798        0.38866     -1.227    -1.2183    -1.0724    -0.91766    -0.79726    -0.68561    -0.59952    -0.41052    -0.17848           0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr               -2.058     2.0644     -1.0031       -7.42         0     0.34939    0.65061          0     0.0081662        0.34939      -7.42      -5.83      -5.83       -5.83       -4.24       -4.24       -4.24       -2.65       -1.06       -1.06           0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.31975    0.83579      2.6139           0    49.613     0.62767          0    0.37233       0.62767    -1.9697e-35          0          0          0           0           0           0           0           0           0    0.019261     0.18808    0.26543    0.49747    1.0389    1.9671    4.2102     7.072

xxxxx fl_c_min = 0.034 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 3.533951 seconds.
Elapsed time is 0.292972 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    __________    _______    _______    _______    ________    ________    ________    ________    ________    ________    ________    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -2.0728     2.6078     -1.2581     -7.8561    49.613    0.016295    0.76441    0.21929    4.7611e-08    7.5533e-37    -7.2373    -7.0053    -6.3091     -5.6903     -5.0716     -4.5301     -4.1434     -3.2152     -1.9003    -0.89479    -0.12131    0.11073    0.49747    1.0389    1.9671    4.2102     7.072
    cl_mt_pol_coh                   -0.7928     2.8027     -3.5352     -7.4114    53.286           0    0.59031    0.40969    1.0625e-08    7.5533e-37    -6.6456    -6.1742    -5.2896     -4.6053     -3.9464     -3.4049     -2.9692     -1.9975    -0.69775     0.46246      1.1957     1.5795     2.0287    2.6474    3.7208    6.1186    9.1352
    cl_mt_pol_c                      1.1495     0.3467      0.3016       0.034    4.8826           0          0          1    1.0625e-08    7.5533e-37     0.1762    0.44055    0.62437     0.73521     0.81173     0.87129     0.92305      1.0039      1.1172      1.2377       1.343     1.4356     1.5377    1.6376    1.7833    2.0582    2.3248
    cl_mt_pol_b_bridge                    0          0         NaN           0         0           1          0          0             1             1          0          0          0           0           0           0           0           0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.32149    0.36952     -1.1494      -1.227         0     0.39008    0.60992          0     0.0051378       0.39008     -1.227    -1.2183    -1.0724    -0.91766    -0.79726    -0.68561    -0.59952    -0.41052    -0.16974           0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr              -2.0707     2.0762     -1.0026       -7.42         0     0.34862    0.65138          0     0.0098568       0.34862      -7.42      -5.83      -5.83       -5.83       -4.24       -4.24       -4.24       -2.65       -1.06       -1.06           0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.31941      0.835      2.6142           0    49.613     0.62622          0    0.37378       0.62622    7.5533e-37          0          0          0           0           0           0           0           0           0    0.019261      0.1827    0.26543    0.49747    1.0389    1.9671    4.2102     7.072

xxxxx fl_c_min = 0.001 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 3.572564 seconds.
Elapsed time is 0.196200 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    ___________    _______    _______    _______    ________    ________    ________    _______    ________    ________    ________    ________    _______    _______    _______    ______    ______    ______

    cl_mt_pol_a                     -2.2014     2.6915     -1.2226     -7.8561    49.613    0.016269     0.7707    0.21303     1.081e-34    -1.0281e-35     -7.624     -7.392    -6.6185     -5.9224     -5.3036     -4.7622    -4.2981     -3.3699      -2.055    -0.97214    -0.19866    0.11073    0.49747    0.96156    1.9671    4.2102    6.9947
    cl_mt_pol_coh                  -0.92138     2.8821      -3.128     -7.4114    53.286           0    0.60104    0.39896    5.5109e-35    -1.0281e-35    -6.9549    -6.5606    -5.5707     -4.8256     -4.1722     -3.6177    -3.1387     -2.1576    -0.83321     0.38512      1.1648     1.5453     1.9692      2.588    3.6679    6.0657    9.0823
    cl_mt_pol_c                      1.1425     0.3479      0.3045       0.001    4.8826           0          0          1    5.5109e-35    -1.0281e-35    0.16346    0.42177    0.62437     0.72509     0.79902     0.86117    0.91727     0.99704       1.109      1.2326      1.3271     1.4204     1.5339     1.6358     1.781     2.055    2.3245
    cl_mt_pol_b_bridge                    0          0         NaN           0         0           1          0          0             1              1          0          0          0           0           0           0          0           0           0           0           0          0          0          0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.32088    0.36983     -1.1525      -1.227         0     0.38677    0.61323          0     0.0058947        0.38677     -1.227    -1.2183    -1.0724    -0.91766    -0.79726    -0.68561    -0.5854    -0.41052    -0.16974           0           0          0          0          0         0         0         0
    cl_mt_pol_for_borr              -2.1923     2.1882    -0.99813       -7.42         0     0.33992    0.66008          0      0.028502        0.33992      -7.42      -7.42      -5.83       -5.83       -4.24       -4.24      -4.24       -2.65       -1.06       -1.06           0          0          0          0         0         0         0
    cl_mt_pol_for_save              0.31175    0.82529      2.6473           0    49.613      0.6295          0     0.3705        0.6295    -1.0281e-35          0          0          0           0           0           0          0           0           0    0.019261     0.17396    0.26543    0.49747    0.96156    1.9671    4.2102    6.9947

---------------------------
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Vary Interest rate
ar_fl_r_inf = 0.2     0.13667    0.073333        0.01
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xxxxx fl_r_inf = 0.2 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.429211 seconds.
Elapsed time is 0.187085 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    ________    _________    ________    ______    _______    _______    _______    ___________    __________    ________    ________    ________    _________    _______    ________    ________    _______    ________    ________    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                      -1.9079      2.7405     -1.4364      -7.8561    49.613    0.02551    0.69917    0.27532    -7.1517e-35    4.0373e-35      -7.392     -7.2373     -6.5412      -5.6903    -5.2263     -4.3754      -4.066    -2.9058     -1.7456    -0.50805    0.11073    0.42012    0.72951    1.2709    2.2765    4.4422    7.3041
    cl_mt_pol_coh                   -0.62795      2.9261     -4.6598      -7.4114    53.286          0    0.55107    0.44893    -1.6613e-35    4.0373e-35     -6.8002        -6.4     -5.4853      -4.6363    -4.0175     -3.3214     -2.8573    -1.7806    -0.45949     0.78744     1.4742     1.8145     2.2607    2.8945    3.9623    6.3601    9.3767
    cl_mt_pol_c                       1.1504     0.35206     0.30603        0.025    4.8826          0          0          1    -6.4017e-35    4.0373e-35     0.17243     0.41768     0.61453      0.73113    0.80295     0.88332       0.915    0.99141      1.1073      1.2377     1.3618     1.4584     1.5452    1.6433    1.7895    2.0625    2.3318
    cl_mt_pol_b_bridge                     0           0         NaN            0         0          1          0          0              1             1           0           0           0            0          0           0           0          0           0           0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.016224    0.053032     -3.2686     -0.43608         0     0.8654     0.1346          0    -7.1517e-35        0.8654    -0.32443    -0.29013    -0.14418    -0.043964          0           0           0          0           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr               -2.5057      2.3973    -0.95673        -7.42         0    0.32169    0.67831          0       0.063711       0.32169       -7.42       -7.42       -7.42        -5.83      -5.83       -4.24       -4.24      -2.65       -2.65       -1.06          0          0          0         0         0         0         0
    cl_mt_pol_for_save               0.61396     0.86925      1.4158            0    49.613    0.16011          0    0.83989        0.16011    4.0373e-35           0           0           0            0          0    0.019261    0.062306     0.1827     0.36295     0.60374    0.79274    0.91313     1.0678    1.2709    2.2765    4.4422    7.3041

xxxxx fl_r_inf = 0.13667 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.066042 seconds.
Elapsed time is 0.181533 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    _______    _________    ________    ______    _______    _______    _______    ___________    ___________    ________    ________    ________    ________    ________    _________    ________    ________    ________    _______    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                      -1.9472     2.7263     -1.4001      -7.8561    49.613    0.02095    0.71249    0.26656    -1.5318e-35    -8.8675e-37      -7.392     -7.2373     -6.4638     -5.7677     -5.2263      -4.4528      -4.066     -2.9832      -1.823    -0.5854    0.11073    0.34277    0.72951    1.2709    2.1991    4.4422    7.2267
    cl_mt_pol_coh                   -0.66718     2.9133     -4.3666      -7.4114    53.286          0    0.55774    0.44226     -1.673e-35    -8.8675e-37     -6.8002     -6.3725      -5.416     -4.6425     -4.0639      -3.3897     -2.9193       -1.85    -0.52785    0.71374     1.4099     1.7926     2.2415    2.8602    3.9029    6.2978    9.3143
    cl_mt_pol_c                       1.1494      0.351     0.30538        0.025    4.8826          0          0          1     -1.673e-35    -8.8675e-37     0.17243     0.41956     0.61671     0.73458     0.80295      0.88444     0.91437     0.99655      1.1199     1.2335     1.3618      1.438     1.5433    1.6433    1.7885     2.062    2.3301
    cl_mt_pol_b_bridge                     0          0         NaN            0         0          1          0          0              1              1           0           0           0           0           0            0           0           0           0          0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.045577    0.10844     -2.3792     -0.53092         0     0.7777     0.2223          0      0.0011009         0.7777    -0.53092    -0.47913    -0.32443    -0.21278    -0.12131    -0.023785           0           0           0          0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr                -2.445     2.3537    -0.96265        -7.42         0    0.32533    0.67467          0       0.053455        0.32533       -7.42       -7.42       -7.42       -5.83       -5.83        -4.24       -4.24       -2.65       -2.65      -1.06          0          0          0         0         0         0         0
    cl_mt_pol_for_save               0.54343     0.8659      1.5934            0    49.613    0.24325          0    0.75675        0.24325    -8.8675e-37           0           0           0           0           0            0    0.010516    0.096608     0.26543    0.49747    0.67234    0.80686    0.94743    1.2709    2.1991    4.4422    7.2267

xxxxx fl_r_inf = 0.073333 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 3.063928 seconds.
Elapsed time is 0.145583 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    __________    _______    _______    _______    ________    ________    ________    ________    ________    _________    ________    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -2.0926     2.6402     -1.2617     -7.8561    49.613    0.016242    0.76241    0.22135    5.3936e-36    3.3742e-36     -7.392      -7.16    -6.3865     -5.7677     -5.1489     -4.6075     -4.2207     -3.2152      -1.9777    -0.81744    -0.12131    0.18808    0.49747    1.0389    2.0444    4.2102     7.072
    cl_mt_pol_coh                  -0.81259     2.8333     -3.4868     -7.4114    53.286           0    0.58987    0.41013    9.7582e-36    3.3742e-36    -6.7243    -6.3289     -5.367     -4.6425     -4.0157     -3.4671      -3.003     -2.0127     -0.73795     0.46246      1.2088     1.5825     2.0287    2.6497    3.7303    6.1281    9.1469
    cl_mt_pol_c                      1.1475    0.34745     0.30278       0.025    4.8826           0          0          1    9.7582e-36    3.3742e-36    0.17289    0.42935    0.62298     0.73204     0.80491     0.87017     0.91969      1.0002       1.1178      1.2356      1.3418     1.4128     1.5377    1.6376    1.7838    2.0569    2.3248
    cl_mt_pol_b_bridge                    0          0         NaN           0         0           1          0          0             1             1          0          0          0           0           0           0           0           0            0           0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.27463    0.34141     -1.2432     -1.1497         0     0.43896    0.56104          0     0.0049631       0.43896    -1.1497    -1.1067     -0.995    -0.84031    -0.71117    -0.60827    -0.50805    -0.33318    -0.092389           0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr              -2.1529     2.1381    -0.99312       -7.42         0     0.34031    0.65969          0      0.019542       0.34031      -7.42      -7.42      -5.83       -5.83       -4.24       -4.24       -4.24       -2.65        -1.06       -1.06           0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.33494    0.83556      2.4947           0    49.613     0.57728          0    0.42272       0.57728    3.3742e-36          0          0          0           0           0           0           0           0            0    0.096608     0.24256     0.3374    0.49747    1.0389    2.0444    4.2102     7.072

xxxxx fl_r_inf = 0.01 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.556425 seconds.
Elapsed time is 0.232215 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                      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 
                                   __________    __________    _________    _______    ______    __________    _______    __________    _________    __________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______

    cl_mt_pol_a                       -11.874       0.92777    -0.078134      -12.5    49.332    2.1838e-10          1    8.0517e-08      0.32336    3.0779e-35      -12.5      -12.5      -12.5      -12.5      -12.5      -12.5      -12.5    -12.416    -12.249    -11.915    -11.664    -11.414    -11.163    -10.745    -9.9933    -8.2386    -5.9826
    cl_mt_pol_coh                     -10.594        1.2113     -0.11434    -12.055    53.286             0    0.99999    8.0787e-06    0.0024274    3.0779e-35    -12.055    -11.908    -11.817    -11.713    -11.592    -11.486    -11.452    -11.291    -10.951    -10.539    -10.139    -9.8708    -9.5239    -9.0226    -8.1378    -6.1872    -3.7586
    cl_mt_pol_c                        1.1624       0.34928      0.30047    0.32092    5.1575             0          0             1    0.0024274    3.0779e-35    0.32092    0.46798    0.55886    0.66368    0.78461    0.86816     0.9241     1.0101     1.1727     1.2764     1.4062     1.4844     1.5005     1.6072     1.7616     2.0007      2.247
    cl_mt_pol_b_bridge                      0             0          NaN          0         0             1          0             0            1             1          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0
    cl_mt_pol_inf_borr_nobridge       -11.874       0.92776    -0.078134      -12.5         0    8.0735e-08          1             0      0.32336    8.0735e-08      -12.5      -12.5      -12.5      -12.5      -12.5      -12.5      -12.5    -12.416    -12.249    -11.915    -11.664    -11.414    -11.163    -10.745    -9.9933    -8.2386    -5.9826
    cl_mt_pol_for_borr                      0             0          NaN          0         0             1          0             0            1             1          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0
    cl_mt_pol_for_save             4.3584e-08    0.00021609       4958.1          0    49.332             1          0    8.0517e-08            1    3.0779e-35          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0


ans = 

  Map with properties:

        Count: 22
      KeyType: char
    ValueType: any

Case A2, same as A1, but fl_r_inf (0.10) > fl_r_fbr (0.6)

Different Formal and informal rate

param_map_group_b('bl_bridge') = false;
param_map_group_b('bl_rollover') = true;
fsi_abz_fibs_ds_vecsv_testmain(param_map_group_b);
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xxx Preference xxxxxx
fl_beta = 0.94
fl_crra = 1.5
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xxx shocks xxxxxx
fl_z_rho = 0.8
fl_z_sig = 0.2
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xxx Boolean Controls xxxxxx
bl_default = 0
bl_bridge = 0
bl_rollover = 1
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xxx Float Controls xxxxxxxx
fl_default_aprime = 0
fl_b_bd = -12.5
fl_c_min = 0.025
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xxx Interest Rates xxxxxxxx
fl_r_fsv = 0.025
fl_r_inf = 0.1
fl_r_inf_bridge = 0.1
fl_r_fbr = 0.06
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xxx Formal Menu Params xxxx
st_forbrblk_type = seg3
fl_forbrblk_brmost = -19
fl_forbrblk_brleast = -1
fl_forbrblk_gap = -1.5
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ar_fl_b_bd = -20 -15 -10  -5
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Vary Borrow Bound
ar_fl_b_bd = -20 -15 -10  -5
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xxxxx fl_b_bd = -20 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.744690 seconds.
Elapsed time is 0.326178 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    ________    ______    ________    _______    _______    ___________    __________    ________    ________    ________    _______    ________    ________    ________    _______    ________    ________    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.9995     2.7034     -1.3521      -7.8561    49.613    0.019355    0.72661    0.25404    -2.0955e-33    1.8342e-34      -7.392     -7.2373     -6.3865    -5.7677     -5.2263     -4.5301     -4.1434    -3.0605     -1.9003    -0.66275    0.033384    0.26543    0.65217    1.1936    2.1218    4.3649    7.1494
    cl_mt_pol_coh                  -0.71947     2.8922       -4.02      -7.4114    53.286           0    0.56898    0.43102    -7.0353e-34    1.8342e-34     -6.8002     -6.3725      -5.408    -4.6827     -4.0639     -3.4049     -2.9346    -1.9201    -0.60117     0.63236      1.3906     1.7193     2.1703    2.7927     3.872    6.2584     9.275
    cl_mt_pol_c                      1.1485    0.34987     0.30463        0.025    4.8826           0          0          1    -7.0353e-34    1.8342e-34     0.17243     0.42002     0.61366    0.72563     0.80427     0.87993     0.91123    0.99769      1.1239      1.2297      1.3593     1.4547     1.5414    1.6414    1.7866    2.0602    2.3285
    cl_mt_pol_b_bridge                    0          0         NaN            0         0           1          0          0              1             1           0           0           0          0           0           0           0          0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.10694    0.19207     -1.7961     -0.76296         0      0.6573     0.3427          0      0.0019184        0.6573    -0.76296    -0.71991    -0.56522    -0.4307    -0.33318    -0.22153    -0.13543          0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr              -2.3464     2.2931    -0.97728        -7.42         0     0.33439    0.66561          0        0.04244       0.33439       -7.42       -7.42       -5.83      -5.83       -5.83       -4.24       -4.24      -2.65       -2.65       -1.06           0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.45391    0.85734      1.8888            0    49.613     0.36205          0    0.63795        0.36205    1.8342e-34           0           0           0          0           0           0           0          0     0.13965     0.34277     0.51765    0.63804    0.74969    1.1936    2.1218    4.3649    7.1494

xxxxx fl_b_bd = -15 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 3.400217 seconds.
Elapsed time is 0.441305 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    ________    ______    ________    _______    _______    ___________    __________    ________    ________    ________    _______    ________    ________    ________    _______    ________    ________    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.9995     2.7034     -1.3521      -7.8561    49.613    0.019355    0.72661    0.25404    -2.0955e-33    1.8342e-34      -7.392     -7.2373     -6.3865    -5.7677     -5.2263     -4.5301     -4.1434    -3.0605     -1.9003    -0.66275    0.033384    0.26543    0.65217    1.1936    2.1218    4.3649    7.1494
    cl_mt_pol_coh                  -0.71947     2.8922       -4.02      -7.4114    53.286           0    0.56898    0.43102    -7.0353e-34    1.8342e-34     -6.8002     -6.3725      -5.408    -4.6827     -4.0639     -3.4049     -2.9346    -1.9201    -0.60117     0.63236      1.3906     1.7193     2.1703    2.7927     3.872    6.2584     9.275
    cl_mt_pol_c                      1.1485    0.34987     0.30463        0.025    4.8826           0          0          1    -7.0353e-34    1.8342e-34     0.17243     0.42002     0.61366    0.72563     0.80427     0.87993     0.91123    0.99769      1.1239      1.2297      1.3593     1.4547     1.5414    1.6414    1.7866    2.0602    2.3285
    cl_mt_pol_b_bridge                    0          0         NaN            0         0           1          0          0              1             1           0           0           0          0           0           0           0          0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.10694    0.19207     -1.7961     -0.76296         0      0.6573     0.3427          0      0.0019184        0.6573    -0.76296    -0.71991    -0.56522    -0.4307    -0.33318    -0.22153    -0.13543          0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr              -2.3464     2.2931    -0.97728        -7.42         0     0.33439    0.66561          0        0.04244       0.33439       -7.42       -7.42       -5.83      -5.83       -5.83       -4.24       -4.24      -2.65       -2.65       -1.06           0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.45391    0.85734      1.8888            0    49.613     0.36205          0    0.63795        0.36205    1.8342e-34           0           0           0          0           0           0           0          0     0.13965     0.34277     0.51765    0.63804    0.74969    1.1936    2.1218    4.3649    7.1494

xxxxx fl_b_bd = -10 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 5.574812 seconds.
Elapsed time is 0.432319 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    ________    ______    ________    _______    _______    ___________    __________    ________    ________    ________    _______    ________    ________    ________    _______    ________    ________    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.9995     2.7034     -1.3521      -7.8561    49.613    0.019355    0.72661    0.25404    -2.0955e-33    1.8342e-34      -7.392     -7.2373     -6.3865    -5.7677     -5.2263     -4.5301     -4.1434    -3.0605     -1.9003    -0.66275    0.033384    0.26543    0.65217    1.1936    2.1218    4.3649    7.1494
    cl_mt_pol_coh                  -0.71947     2.8922       -4.02      -7.4114    53.286           0    0.56898    0.43102    -7.0353e-34    1.8342e-34     -6.8002     -6.3725      -5.408    -4.6827     -4.0639     -3.4049     -2.9346    -1.9201    -0.60117     0.63236      1.3906     1.7193     2.1703    2.7927     3.872    6.2584     9.275
    cl_mt_pol_c                      1.1485    0.34987     0.30463        0.025    4.8826           0          0          1    -7.0353e-34    1.8342e-34     0.17243     0.42002     0.61366    0.72563     0.80427     0.87993     0.91123    0.99769      1.1239      1.2297      1.3593     1.4547     1.5414    1.6414    1.7866    2.0602    2.3285
    cl_mt_pol_b_bridge                    0          0         NaN            0         0           1          0          0              1             1           0           0           0          0           0           0           0          0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.10694    0.19207     -1.7961     -0.76296         0      0.6573     0.3427          0      0.0019184        0.6573    -0.76296    -0.71991    -0.56522    -0.4307    -0.33318    -0.22153    -0.13543          0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr              -2.3464     2.2931    -0.97728        -7.42         0     0.33439    0.66561          0        0.04244       0.33439       -7.42       -7.42       -5.83      -5.83       -5.83       -4.24       -4.24      -2.65       -2.65       -1.06           0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.45391    0.85734      1.8888            0    49.613     0.36205          0    0.63795        0.36205    1.8342e-34           0           0           0          0           0           0           0          0     0.13965     0.34277     0.51765    0.63804    0.74969    1.1936    2.1218    4.3649    7.1494

xxxxx fl_b_bd = -5 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 4.434003 seconds.
Elapsed time is 0.563479 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    __________    _______    ________    ________    ________    ________    ________    ________    _______    _______    ________    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.1675     2.1603     -1.8504          -5    49.559    0.020125    0.67615    0.30372     0.0045555    1.2986e-35         -5     -4.8529     -4.3382     -4.1176       -3.75     -3.2353     -2.7941    -2.2794    -1.1029    -0.14706    0.22059    0.51471    0.88235    1.3971    2.4265    4.5588    7.3529
    cl_mt_pol_coh                   0.11255     2.3756      21.107     -4.5553    53.286           0    0.47941    0.52059    0.00019903    1.2986e-35    -4.4083     -4.0655     -3.4585     -3.0559      -2.621     -2.1115     -1.6877    -1.0086    0.10583      1.0617     1.6453     1.9826     2.4238     3.047     4.115    6.4879    9.4762
    cl_mt_pol_c                      1.1945    0.34273     0.28692     0.13559    4.9357           0          0          1    0.00019903    1.2986e-35    0.28266     0.46982     0.65944     0.80562     0.87896      0.9093     0.97714     1.0504     1.1615       1.272      1.398     1.4812     1.5668    1.6616    1.8249    2.0546    2.3408
    cl_mt_pol_b_bridge                    0          0         NaN           0         0           1          0          0             1             1          0           0           0           0           0           0           0          0          0           0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.10196    0.18534     -1.8177       -0.76         0     0.65327    0.34673          0     0.0045555       0.65327      -0.76    -0.70471    -0.55765    -0.41059    -0.29412    -0.21765    -0.14412          0          0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr              -1.5593     1.6123     -1.0339       -4.24         0     0.40209    0.59791          0       0.18301       0.40209      -4.24       -4.24       -4.24       -4.24       -4.24       -2.65       -2.65      -2.65      -1.06           0          0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.49384    0.92512      1.8733           0    49.559     0.36685          0    0.63315       0.36685    1.2986e-35          0           0           0           0           0           0           0          0    0.14706     0.36765    0.51765    0.66471    0.88235    1.3971    2.4265    4.5588    7.3529

---------------------------
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Vary Minimum Consumption
ar_fl_c_min = 0.1       0.067       0.034       0.001
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxx fl_c_min = 0.1 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 3.049452 seconds.
Elapsed time is 0.243240 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    ________    ______    ________    _______    _______    __________    ___________    ________    ________    ________    _______    ________    ________    ________    _________    ________    _______    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.8131     2.5678     -1.4163      -7.8561    49.613    0.020138    0.71738    0.26248    3.1587e-08    -1.0545e-34     -6.8506     -6.6185     -5.9224    -5.4583     -4.7622     -4.2981     -3.9113      -2.8285     -1.6683    -0.5854    0.033384    0.34277    0.72951    1.2709    2.1991    4.3649    7.2267
    cl_mt_pol_coh                  -0.53311     2.7628     -5.1824      -7.4114    53.286           0    0.55369    0.44631      4.92e-09    -1.0545e-34     -6.2588     -5.7812     -4.9367    -4.3269     -3.6928     -3.1577      -2.699      -1.6971    -0.44647    0.73166      1.4058     1.7836     2.2013      2.82       3.9    6.2926    9.3092
    cl_mt_pol_c                      1.1588    0.34788      0.3002          0.1    4.8826           0          0          1    1.3903e-08    -1.0545e-34     0.18563     0.44266     0.61805    0.74779     0.81693     0.88757     0.92383       1.0097       1.135     1.2339      1.3681     1.4584      1.547    1.6451    1.7904    2.0644    2.3301
    cl_mt_pol_b_bridge                    0          0         NaN            0         0           1          0          0             1              1           0           0           0          0           0           0           0            0           0          0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.10649    0.18993     -1.7836     -0.76296         0     0.64807    0.35193          0    0.00092881        0.64807    -0.75422    -0.71117    -0.56522    -0.4307    -0.33318    -0.22153    -0.13543    -0.015041           0          0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr              -2.1686     2.1316    -0.98294        -7.42         0     0.34594    0.65406          0      0.011791        0.34594       -7.42       -7.42       -5.83      -5.83       -4.24       -4.24       -4.24        -2.65       -1.06      -1.06           0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.46202    0.87045       1.884            0    49.613     0.37207          0    0.62793       0.37207    -1.0545e-34           0           0           0          0           0           0           0            0     0.13965    0.34277     0.52639    0.65217    0.75844    1.2709    2.1991    4.3649    7.2267

xxxxx fl_c_min = 0.067 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 3.170323 seconds.
Elapsed time is 0.307641 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    ________    ______    _______    _______    _______    __________    __________    ________    ________    ________    _______    ________    ________    ________    _______    ________    ________    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                      -1.913      2.641     -1.3805      -7.8561    49.613    0.01969    0.72246    0.25785    3.4964e-08    2.7269e-35       -7.16     -7.0053     -6.1544     -5.613     -4.9942     -4.3754      -4.066    -2.9832     -1.7456    -0.66275    0.033384    0.34277    0.65217    1.1936    2.1991    4.3649    7.2267
    cl_mt_pol_coh                  -0.63301     2.8326     -4.4747      -7.4114    53.286          0    0.56198    0.43802    5.0292e-09    2.7269e-35     -6.5682     -6.1405     -5.1687     -4.528      -3.861     -3.2786      -2.842    -1.8208    -0.52785     0.69451      1.3944     1.7372     2.1834     2.812     3.885    6.2733    9.2993
    cl_mt_pol_c                      1.1532    0.34899     0.30262        0.067    4.8826          0          0          1    1.8895e-08    2.7269e-35     0.17809     0.43309     0.61805    0.73836     0.80672     0.88407     0.91708     1.0026      1.1286      1.2316      1.3618     1.4565     1.5433    1.6432    1.7885    2.0621      2.33
    cl_mt_pol_b_bridge                    0          0         NaN            0         0          1          0          0             1             1           0           0           0          0           0           0           0          0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.10678    0.19097     -1.7884     -0.76296         0     0.6541     0.3459          0      0.001917        0.6541    -0.76296    -0.71991    -0.56522    -0.4307    -0.33318    -0.22153    -0.13543          0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr              -2.2658     2.2224    -0.98082        -7.42         0     0.3398     0.6602          0      0.028774        0.3398       -7.42       -7.42       -5.83      -5.83       -4.24       -4.24       -4.24      -2.65       -1.06       -1.06           0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.45959    0.86322      1.8782            0    49.613    0.36559          0    0.63441       0.36559    2.7269e-35           0           0           0          0           0           0           0          0     0.16521     0.36295     0.51765    0.64679    0.74969    1.1936    2.1991    4.3649    7.2267

xxxxx fl_c_min = 0.034 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.176473 seconds.
Elapsed time is 0.182134 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    ________    ______    ________    _______    _______    __________    ___________    ________    ________    ________    _______    ________    ________    ________    _______    ________    ________    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.9474     2.6692     -1.3707      -7.8561    49.613    0.019561    0.72398    0.25646    5.7898e-08    -2.2385e-34     -7.2373     -7.0826     -6.2318    -5.6903     -5.1489     -4.4528      -4.066    -2.9832      -1.823    -0.66275    0.033384    0.26543    0.65217    1.1936    2.1218    4.3649    7.2267
    cl_mt_pol_coh                  -0.66736     2.8595     -4.2848      -7.4114    53.286           0    0.56452    0.43548     1.292e-08    -2.2385e-34     -6.6456     -6.2516     -5.2896    -4.5651     -3.9384     -3.3276     -2.8635    -1.8482    -0.54306     0.65431      1.3944     1.7342     2.1834    2.8021     3.881    6.2733    9.2899
    cl_mt_pol_c                      1.1513     0.3494     0.30347        0.034    4.8826           0          0          1     1.292e-08    -2.2385e-34      0.1762     0.42743     0.61919    0.73458     0.80483     0.88277     0.91655     1.0002       1.128      1.2315      1.3618     1.4548     1.5433    1.6432    1.7871     2.062    2.3285
    cl_mt_pol_b_bridge                    0          0         NaN            0         0           1          0          0             1              1           0           0           0          0           0           0           0          0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.10727    0.19195     -1.7894     -0.76296         0      0.6553     0.3447          0     0.0019337         0.6553    -0.76296    -0.71991    -0.56522    -0.4307    -0.33318    -0.22153    -0.13543          0           0           0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr              -2.2984     2.2542    -0.98079        -7.42         0     0.33769    0.66231          0      0.035156        0.33769       -7.42       -7.42       -5.83      -5.83       -5.83       -4.24       -4.24      -2.65       -1.06       -1.06           0          0          0         0         0         0         0
    cl_mt_pol_for_save               0.4583    0.86116       1.879            0    49.613     0.36427          0    0.63573       0.36427    -2.2385e-34           0           0           0          0           0           0           0          0     0.16521     0.36295     0.51765    0.63804    0.74969    1.1936    2.1218    4.3649    7.2267

xxxxx fl_c_min = 0.001 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.715945 seconds.
Elapsed time is 0.211789 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    ________    ______    ________    _______    _______    __________    ___________    ________    ________    ________    _______    ________    ________    ________    _________    ________    ________    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -2.0707     2.7437      -1.325      -7.8561    49.613    0.016488    0.73454    0.24897    9.5823e-34    -1.3664e-34     -7.5467     -7.3146     -6.5412     -5.845      -5.381     -4.6848     -4.2207      -3.2152     -1.9777    -0.74009          0    0.26543    0.65217    1.1936    2.1218    4.3649    7.1494
    cl_mt_pol_coh                  -0.79071     2.9307     -3.7064      -7.4114    53.286           0    0.57546    0.42454    3.7459e-34    -1.3664e-34     -6.8776     -6.4836     -5.5555     -4.791     -4.1784     -3.5444     -3.0466      -2.0064    -0.68255     0.57696     1.3285     1.7062     2.1239    2.7427    3.8226    6.2204     9.237
    cl_mt_pol_c                      1.1447     0.3505     0.30619        0.001    4.8826           0          0          1    3.7459e-34    -1.3664e-34     0.16726     0.41579     0.61077    0.72563     0.80295     0.87208     0.90951      0.99333      1.1182      1.2283     1.3502     1.4185     1.5395    1.6413    1.7848    2.0587    2.3283
    cl_mt_pol_b_bridge                    0          0         NaN            0         0           1          0          0             1              1           0           0           0          0           0           0           0            0           0           0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.10799     0.1922     -1.7798     -0.76296         0      0.6461     0.3539          0     0.0019072         0.6461    -0.76296    -0.71991    -0.56522    -0.4307    -0.33318    -0.22153    -0.13543    -0.015041           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr              -2.4097     2.3354    -0.96916        -7.42         0     0.32834    0.67166          0      0.049511        0.32834       -7.42       -7.42       -5.83      -5.83       -5.83       -4.24       -4.24        -2.65       -2.65       -1.06          0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.44703    0.85242      1.9069            0    49.613     0.37039          0    0.62961       0.37039    -1.3664e-34           0           0           0          0           0           0           0            0     0.13091     0.34277    0.49747    0.63804    0.74969    1.1936    2.1218    4.3649    7.1494

---------------------------
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Vary Interest rate
ar_fl_r_inf = 0.2     0.13667    0.073333        0.01
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xxxxx fl_r_inf = 0.2 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.631270 seconds.
Elapsed time is 0.236451 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    ________    _________    ________    ______    _______    _______    _______    ___________    __________    ________    ________    ________    _________    _______    ________    ________    _______    ________    ________    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                      -1.9079      2.7405     -1.4364      -7.8561    49.613    0.02551    0.69917    0.27532    -7.1517e-35    4.0373e-35      -7.392     -7.2373     -6.5412      -5.6903    -5.2263     -4.3754      -4.066    -2.9058     -1.7456    -0.50805    0.11073    0.42012    0.72951    1.2709    2.2765    4.4422    7.3041
    cl_mt_pol_coh                   -0.62795      2.9261     -4.6598      -7.4114    53.286          0    0.55107    0.44893    -1.6613e-35    4.0373e-35     -6.8002        -6.4     -5.4853      -4.6363    -4.0175     -3.3214     -2.8573    -1.7806    -0.45949     0.78744     1.4742     1.8145     2.2607    2.8945    3.9623    6.3601    9.3767
    cl_mt_pol_c                       1.1504     0.35206     0.30603        0.025    4.8826          0          0          1    -6.4017e-35    4.0373e-35     0.17243     0.41768     0.61453      0.73113    0.80295     0.88332       0.915    0.99141      1.1073      1.2377     1.3618     1.4584     1.5452    1.6433    1.7895    2.0625    2.3318
    cl_mt_pol_b_bridge                     0           0         NaN            0         0          1          0          0              1             1           0           0           0            0          0           0           0          0           0           0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.016224    0.053032     -3.2686     -0.43608         0     0.8654     0.1346          0    -7.1517e-35        0.8654    -0.32443    -0.29013    -0.14418    -0.043964          0           0           0          0           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr               -2.5057      2.3973    -0.95673        -7.42         0    0.32169    0.67831          0       0.063711       0.32169       -7.42       -7.42       -7.42        -5.83      -5.83       -4.24       -4.24      -2.65       -2.65       -1.06          0          0          0         0         0         0         0
    cl_mt_pol_for_save               0.61396     0.86925      1.4158            0    49.613    0.16011          0    0.83989        0.16011    4.0373e-35           0           0           0            0          0    0.019261    0.062306     0.1827     0.36295     0.60374    0.79274    0.91313     1.0678    1.2709    2.2765    4.4422    7.3041

xxxxx fl_r_inf = 0.13667 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.295363 seconds.
Elapsed time is 0.173289 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    _______    _________    ________    ______    _______    _______    _______    ___________    ___________    ________    ________    ________    ________    ________    _________    ________    ________    ________    _______    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                      -1.9472     2.7263     -1.4001      -7.8561    49.613    0.02095    0.71249    0.26656    -1.5318e-35    -8.8675e-37      -7.392     -7.2373     -6.4638     -5.7677     -5.2263      -4.4528      -4.066     -2.9832      -1.823    -0.5854    0.11073    0.34277    0.72951    1.2709    2.1991    4.4422    7.2267
    cl_mt_pol_coh                   -0.66718     2.9133     -4.3666      -7.4114    53.286          0    0.55774    0.44226     -1.673e-35    -8.8675e-37     -6.8002     -6.3725      -5.416     -4.6425     -4.0639      -3.3897     -2.9193       -1.85    -0.52785    0.71374     1.4099     1.7926     2.2415    2.8602    3.9029    6.2978    9.3143
    cl_mt_pol_c                       1.1494      0.351     0.30538        0.025    4.8826          0          0          1     -1.673e-35    -8.8675e-37     0.17243     0.41956     0.61671     0.73458     0.80295      0.88444     0.91437     0.99655      1.1199     1.2335     1.3618      1.438     1.5433    1.6433    1.7885     2.062    2.3301
    cl_mt_pol_b_bridge                     0          0         NaN            0         0          1          0          0              1              1           0           0           0           0           0            0           0           0           0          0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.045577    0.10844     -2.3792     -0.53092         0     0.7777     0.2223          0      0.0011009         0.7777    -0.53092    -0.47913    -0.32443    -0.21278    -0.12131    -0.023785           0           0           0          0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr                -2.445     2.3537    -0.96265        -7.42         0    0.32533    0.67467          0       0.053455        0.32533       -7.42       -7.42       -7.42       -5.83       -5.83        -4.24       -4.24       -2.65       -2.65      -1.06          0          0          0         0         0         0         0
    cl_mt_pol_for_save               0.54343     0.8659      1.5934            0    49.613    0.24325          0    0.75675        0.24325    -8.8675e-37           0           0           0           0           0            0    0.010516    0.096608     0.26543    0.49747    0.67234    0.80686    0.94743    1.2709    2.1991    4.4422    7.2267

xxxxx fl_r_inf = 0.073333 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.700896 seconds.
Elapsed time is 0.252990 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    __________    _______    _______    _______    ________    ________    ________    ________    ________    _________    ________    ________    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -2.0926     2.6402     -1.2617     -7.8561    49.613    0.016242    0.76241    0.22135    5.3936e-36    3.3742e-36     -7.392      -7.16    -6.3865     -5.7677     -5.1489     -4.6075     -4.2207     -3.2152      -1.9777    -0.81744    -0.12131    0.18808    0.49747    1.0389    2.0444    4.2102     7.072
    cl_mt_pol_coh                  -0.81259     2.8333     -3.4868     -7.4114    53.286           0    0.58987    0.41013    9.7582e-36    3.3742e-36    -6.7243    -6.3289     -5.367     -4.6425     -4.0157     -3.4671      -3.003     -2.0127     -0.73795     0.46246      1.2088     1.5825     2.0287    2.6497    3.7303    6.1281    9.1469
    cl_mt_pol_c                      1.1475    0.34745     0.30278       0.025    4.8826           0          0          1    9.7582e-36    3.3742e-36    0.17289    0.42935    0.62298     0.73204     0.80491     0.87017     0.91969      1.0002       1.1178      1.2356      1.3418     1.4128     1.5377    1.6376    1.7838    2.0569    2.3248
    cl_mt_pol_b_bridge                    0          0         NaN           0         0           1          0          0             1             1          0          0          0           0           0           0           0           0            0           0           0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.27463    0.34141     -1.2432     -1.1497         0     0.43896    0.56104          0     0.0049631       0.43896    -1.1497    -1.1067     -0.995    -0.84031    -0.71117    -0.60827    -0.50805    -0.33318    -0.092389           0           0          0          0         0         0         0         0
    cl_mt_pol_for_borr              -2.1529     2.1381    -0.99312       -7.42         0     0.34031    0.65969          0      0.019542       0.34031      -7.42      -7.42      -5.83       -5.83       -4.24       -4.24       -4.24       -2.65        -1.06       -1.06           0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.33494    0.83556      2.4947           0    49.613     0.57728          0    0.42272       0.57728    3.3742e-36          0          0          0           0           0           0           0           0            0    0.096608     0.24256     0.3374    0.49747    1.0389    2.0444    4.2102     7.072

xxxxx fl_r_inf = 0.01 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.952592 seconds.
Elapsed time is 0.129809 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                      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 
                                   __________    __________    _________    _______    ______    __________    _______    __________    _________    __________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______

    cl_mt_pol_a                       -11.874       0.92777    -0.078134      -12.5    49.332    2.1838e-10          1    8.0517e-08      0.32336    3.0779e-35      -12.5      -12.5      -12.5      -12.5      -12.5      -12.5      -12.5    -12.416    -12.249    -11.915    -11.664    -11.414    -11.163    -10.745    -9.9933    -8.2386    -5.9826
    cl_mt_pol_coh                     -10.594        1.2113     -0.11434    -12.055    53.286             0    0.99999    8.0787e-06    0.0024274    3.0779e-35    -12.055    -11.908    -11.817    -11.713    -11.592    -11.486    -11.452    -11.291    -10.951    -10.539    -10.139    -9.8708    -9.5239    -9.0226    -8.1378    -6.1872    -3.7586
    cl_mt_pol_c                        1.1624       0.34928      0.30047    0.32092    5.1575             0          0             1    0.0024274    3.0779e-35    0.32092    0.46798    0.55886    0.66368    0.78461    0.86816     0.9241     1.0101     1.1727     1.2764     1.4062     1.4844     1.5005     1.6072     1.7616     2.0007      2.247
    cl_mt_pol_b_bridge                      0             0          NaN          0         0             1          0             0            1             1          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0
    cl_mt_pol_inf_borr_nobridge       -11.874       0.92776    -0.078134      -12.5         0    8.0735e-08          1             0      0.32336    8.0735e-08      -12.5      -12.5      -12.5      -12.5      -12.5      -12.5      -12.5    -12.416    -12.249    -11.915    -11.664    -11.414    -11.163    -10.745    -9.9933    -8.2386    -5.9826
    cl_mt_pol_for_borr                      0             0          NaN          0         0             1          0             0            1             1          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0
    cl_mt_pol_for_save             4.3584e-08    0.00021609       4958.1          0    49.332             1          0    8.0517e-08            1    3.0779e-35          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0          0

Case B1 No Default, Informal Bridge Loan, Formal Menu (formal no rollover), fl_r_inf (0.07) > fl_r_fbr (0.6)

Same Formal and informal rate

param_map_group_a('bl_bridge') = true;
fsi_abz_fibs_ds_vecsv_testmain(param_map_group_a)
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xxx Preference xxxxxx
fl_beta = 0.94
fl_crra = 1.5
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xxx shocks xxxxxx
fl_z_rho = 0.8
fl_z_sig = 0.2
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xxx Boolean Controls xxxxxx
bl_default = 0
bl_bridge = 1
bl_rollover = 1
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xxx Float Controls xxxxxxxx
fl_default_aprime = 0
fl_b_bd = -12.5
fl_c_min = 0.025
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xxx Interest Rates xxxxxxxx
fl_r_fsv = 0.025
fl_r_inf = 0.07
fl_r_inf_bridge = 0.07
fl_r_fbr = 0.06
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xxx Formal Menu Params xxxx
st_forbrblk_type = seg3
fl_forbrblk_brmost = -19
fl_forbrblk_brleast = -1
fl_forbrblk_gap = -1.5
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ar_fl_b_bd = -20 -15 -10  -5
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Vary Borrow Bound
ar_fl_b_bd = -20 -15 -10  -5
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xxxxx fl_b_bd = -20 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.210817 seconds.
Elapsed time is 0.239434 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    ___________    ________    ________    ________    ________    _______    ________    ________    _________    ________    ________    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.1244     2.2715     -2.0201     -7.8561    49.613    0.013688    0.67979    0.30652    1.5311e-08    -3.2422e-36     -6.9279     -6.3865     -5.1489     -4.2981     -3.602     -2.9832     -2.5191      -1.7456    -0.97214    -0.12131    0.26543    0.49747    0.88421    1.4256    2.4312    4.5969    7.3814
    cl_mt_pol_coh                   0.15558     2.4813      15.949     -7.4114    53.286           0    0.45045    0.54955    2.4173e-09    -3.2422e-36     -6.1815     -5.4443     -4.1569     -3.2423    -2.4767     -1.8982     -1.3939     -0.61418     0.27939      1.1155     1.6598     2.0192     2.4692    3.0521     4.132    6.5171    9.5219
    cl_mt_pol_c                       1.193    0.35036     0.29369       0.025    4.8826           0          0          1    6.5597e-09    -3.2422e-36     0.22599     0.45711     0.67054     0.78939    0.85278     0.90504     0.95638        1.017      1.1587      1.2888     1.4028     1.4933     1.5801    1.6791    1.8318    2.0795    2.3375
    cl_mt_pol_b_bridge             -0.95715     1.5174     -1.5854     -7.9302         0     0.54955    0.45045          0    2.4173e-09        0.54955     -6.6142     -5.8254     -4.4479     -3.4692    -2.6501      -2.031     -1.4915     -0.65718           0           0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.14271    0.24748     -1.7342     -0.8312         0     0.59536    0.40464          0    0.00074547        0.59536    -0.83097    -0.81744    -0.74009    -0.63086    -0.4891    -0.27601    -0.16595    -0.043438           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr             -0.44997    0.52392     -1.1643       -1.06         0      0.5755     0.4245          0        0.4245         0.5755       -1.06       -1.06       -1.06       -1.06      -1.06       -1.06       -1.06        -1.06           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.42541    0.94395      2.2189           0    49.613     0.41833          0    0.58167       0.41833    -3.2422e-36           0           0           0           0          0           0           0            0    0.033384      0.1388    0.26543    0.49747    0.88421    1.4256    2.4312    4.5969    7.3814

xxxxx fl_b_bd = -15 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.055627 seconds.
Elapsed time is 0.164374 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    ___________    ________    ________    ________    ________    _______    ________    ________    _________    ________    ________    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.1244     2.2715     -2.0201     -7.8561    49.613    0.013688    0.67979    0.30652    1.5311e-08    -3.2422e-36     -6.9279     -6.3865     -5.1489     -4.2981     -3.602     -2.9832     -2.5191      -1.7456    -0.97214    -0.12131    0.26543    0.49747    0.88421    1.4256    2.4312    4.5969    7.3814
    cl_mt_pol_coh                   0.15558     2.4813      15.949     -7.4114    53.286           0    0.45045    0.54955    2.4173e-09    -3.2422e-36     -6.1815     -5.4443     -4.1569     -3.2423    -2.4767     -1.8982     -1.3939     -0.61418     0.27939      1.1155     1.6598     2.0192     2.4692    3.0521     4.132    6.5171    9.5219
    cl_mt_pol_c                       1.193    0.35036     0.29369       0.025    4.8826           0          0          1    6.5597e-09    -3.2422e-36     0.22599     0.45711     0.67054     0.78939    0.85278     0.90504     0.95638        1.017      1.1587      1.2888     1.4028     1.4933     1.5801    1.6791    1.8318    2.0795    2.3375
    cl_mt_pol_b_bridge             -0.95715     1.5174     -1.5854     -7.9302         0     0.54955    0.45045          0    2.4173e-09        0.54955     -6.6142     -5.8254     -4.4479     -3.4692    -2.6501      -2.031     -1.4915     -0.65718           0           0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.14271    0.24748     -1.7342     -0.8312         0     0.59536    0.40464          0    0.00074547        0.59536    -0.83097    -0.81744    -0.74009    -0.63086    -0.4891    -0.27601    -0.16595    -0.043438           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr             -0.44997    0.52392     -1.1643       -1.06         0      0.5755     0.4245          0        0.4245         0.5755       -1.06       -1.06       -1.06       -1.06      -1.06       -1.06       -1.06        -1.06           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.42541    0.94395      2.2189           0    49.613     0.41833          0    0.58167       0.41833    -3.2422e-36           0           0           0           0          0           0           0            0    0.033384      0.1388    0.26543    0.49747    0.88421    1.4256    2.4312    4.5969    7.3814

xxxxx fl_b_bd = -10 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.320034 seconds.
Elapsed time is 0.258089 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    ___________    ________    ________    ________    ________    _______    ________    ________    _________    ________    ________    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.1244     2.2715     -2.0201     -7.8561    49.613    0.013688    0.67979    0.30652    1.5311e-08    -3.2422e-36     -6.9279     -6.3865     -5.1489     -4.2981     -3.602     -2.9832     -2.5191      -1.7456    -0.97214    -0.12131    0.26543    0.49747    0.88421    1.4256    2.4312    4.5969    7.3814
    cl_mt_pol_coh                   0.15558     2.4813      15.949     -7.4114    53.286           0    0.45045    0.54955    2.4173e-09    -3.2422e-36     -6.1815     -5.4443     -4.1569     -3.2423    -2.4767     -1.8982     -1.3939     -0.61418     0.27939      1.1155     1.6598     2.0192     2.4692    3.0521     4.132    6.5171    9.5219
    cl_mt_pol_c                       1.193    0.35036     0.29369       0.025    4.8826           0          0          1    6.5597e-09    -3.2422e-36     0.22599     0.45711     0.67054     0.78939    0.85278     0.90504     0.95638        1.017      1.1587      1.2888     1.4028     1.4933     1.5801    1.6791    1.8318    2.0795    2.3375
    cl_mt_pol_b_bridge             -0.95715     1.5174     -1.5854     -7.9302         0     0.54955    0.45045          0    2.4173e-09        0.54955     -6.6142     -5.8254     -4.4479     -3.4692    -2.6501      -2.031     -1.4915     -0.65718           0           0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.14271    0.24748     -1.7342     -0.8312         0     0.59536    0.40464          0    0.00074547        0.59536    -0.83097    -0.81744    -0.74009    -0.63086    -0.4891    -0.27601    -0.16595    -0.043438           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr             -0.44997    0.52392     -1.1643       -1.06         0      0.5755     0.4245          0        0.4245         0.5755       -1.06       -1.06       -1.06       -1.06      -1.06       -1.06       -1.06        -1.06           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.42541    0.94395      2.2189           0    49.613     0.41833          0    0.58167       0.41833    -3.2422e-36           0           0           0           0          0           0           0            0    0.033384      0.1388    0.26543    0.49747    0.88421    1.4256    2.4312    4.5969    7.3814

xxxxx fl_b_bd = -5 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.393889 seconds.
Elapsed time is 0.138863 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    ________    ______    ________    _______    _______    __________    ___________    ________    ________    ________    ________    ________    ________    ________    _________    ________    _________    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                    -0.82969     2.0152     -2.4289           -5    49.559    0.020349    0.65197    0.32768     0.0057701    -8.5088e-36          -5     -4.8529     -4.1912     -3.6029     -3.0882     -2.5735     -2.1324      -1.5441    -0.73529    -0.073529    0.36765    0.58824    0.95588    1.5441       2.5    4.6324       7.5
    cl_mt_pol_coh                   0.45031     2.2402      4.9747      -4.5553    53.286           0    0.41514    0.58486    0.00017656    -8.5088e-36     -4.4083     -4.0181      -3.203     -2.5412     -1.9668     -1.4732     -1.0706     -0.35951     0.46719       1.2455      1.762     2.1232     2.5644    3.1699    4.2235    6.5984     9.567
    cl_mt_pol_c                       1.211     0.3452     0.28506      0.11758    4.9357           0          0          1    0.00017656    -8.5088e-36     0.26464       0.517     0.68437     0.80864     0.87754     0.93706     0.97528       1.0388      1.1666       1.3016     1.4473     1.5316     1.5755    1.6778    1.8327     2.069    2.3462
    cl_mt_pol_b_bridge             -0.71637     1.1638     -1.6245      -4.8742         0     0.58486    0.41514          0    0.00017656        0.58486     -4.7168     -4.2994     -3.4272     -2.7191     -2.1045     -1.5764     -1.1456     -0.38467           0            0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.13325    0.23872     -1.7916     -0.83154         0     0.60224    0.39776          0    0.00076128        0.60224    -0.83096    -0.81239    -0.73529    -0.58824    -0.44118    -0.24348    -0.14706    -0.041479           0            0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr             -0.43259    0.52097     -1.2043        -1.06         0      0.5919     0.4081          0        0.4081         0.5919       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06        -1.06           0            0          0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.45251    0.96811      2.1394            0    49.559     0.41811          0    0.58189       0.41811    -8.5088e-36           0           0           0           0           0           0           0            0    0.036765      0.14706    0.36765    0.58824    0.95588    1.5441       2.5    4.6324       7.5

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Vary Minimum Consumption
ar_fl_c_min = 0.1       0.067       0.034       0.001
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xxxxx fl_c_min = 0.1 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.845553 seconds.
Elapsed time is 0.215990 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    ________    ______    ________    _______    _______    __________    ___________    ________    ________    ________    ________    ________    ________    ________    _________    ________    ________    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.0272     2.1857     -2.1277      -7.8561    49.613    0.014662    0.67128    0.31406    1.6791e-08    -7.6251e-36     -6.2318      -5.845     -4.8395     -4.1434     -3.4473     -2.8285     -2.3644      -1.6683    -0.89479    -0.12131    0.26543    0.57482    0.96156     1.503    2.4312    4.5969    7.4588
    cl_mt_pol_coh                   0.25275     2.4005      9.4974      -7.4114    53.286           0    0.43972    0.56028    1.7177e-09    -7.6251e-36     -5.5492     -4.9519     -3.8319      -3.012     -2.3221     -1.7654     -1.2973     -0.53684     0.34492      1.1648     1.7098     2.0436     2.4927    3.1115    4.1849    6.5298    9.5337
    cl_mt_pol_c                      1.1989    0.34851     0.29069          0.1    4.8826           0          0          1    9.7351e-09    -7.6251e-36     0.26504     0.48023     0.67417     0.79996     0.86399     0.91153     0.95967       1.0254      1.1612      1.2902     1.4099     1.5005     1.5858    1.6801     1.832    2.0833    2.3377
    cl_mt_pol_b_bridge             -0.87739     1.4002     -1.5958      -7.9302         0     0.56028    0.43972          0    1.7177e-09        0.56028     -5.9376     -5.2985     -4.1001     -3.2228     -2.4846      -1.889     -1.3881     -0.57442           0           0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.13951    0.24518     -1.7575     -0.83165         0      0.5976     0.4024          0    2.3957e-05         0.5976    -0.82789    -0.81744    -0.74009    -0.63684    -0.45185    -0.27601    -0.15512    -0.038498           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr               -0.444    0.52298     -1.1779        -1.06         0     0.58114    0.41886          0       0.41886        0.58114       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06        -1.06           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.43365    0.95203      2.1954            0    49.613     0.41706          0    0.58294       0.41706    -7.6251e-36           0           0           0           0           0           0           0            0    0.033384     0.14007    0.26543    0.57482    0.96156     1.503    2.4312    4.5969    7.4588

xxxxx fl_c_min = 0.067 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.589918 seconds.
Elapsed time is 0.244804 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    ___________    ________    ________    ________    ________    ________    ________    ________    _________    ________    ________    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.0779       2.23     -2.0688     -7.8561    49.613    0.014159     0.6756    0.31025    1.3054e-08    -1.4188e-35     -6.5412     -6.1544     -4.9942     -4.2207     -3.5246     -2.9058     -2.4417      -1.7456    -0.97214    -0.12131    0.26543    0.57482    0.88421     1.503    2.4312    4.5969    7.4588
    cl_mt_pol_coh                   0.20206     2.4422      12.087     -7.4114    53.286           0    0.44541    0.55459    2.0081e-09    -1.4188e-35     -5.8721     -5.2398     -4.0022     -3.1357     -2.3994     -1.8387     -1.3567     -0.58619     0.31753      1.1586        1.7     2.0287     2.4797    3.0985     4.135    6.5247    9.5219
    cl_mt_pol_c                      1.1958    0.34949     0.29226       0.067    4.8826           0          0          1      5.89e-09    -1.4188e-35     0.24623      0.4667     0.67417     0.79468     0.85871     0.90684     0.95786       1.0208      1.1602      1.2889     1.4072     1.4952      1.582    1.6807    1.8318    2.0814    2.3377
    cl_mt_pol_b_bridge             -0.91869     1.4615     -1.5909     -7.9302         0     0.55459    0.44541          0    2.0081e-09        0.55459     -6.2831     -5.6066     -4.2824     -3.3552     -2.5674     -1.9674     -1.4517     -0.62723           0           0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.14146    0.24701     -1.7461     -0.8312         0     0.59594    0.40406          0    0.00078559        0.59594    -0.83097    -0.81744    -0.74009    -0.63471    -0.48854    -0.27601    -0.16054    -0.039264           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr             -0.44665     0.5234     -1.1719       -1.06         0     0.57863    0.42137          0       0.42137        0.57863       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06        -1.06           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.42885    0.94767      2.2098           0    49.613     0.41822          0    0.58178       0.41822    -1.4188e-35           0           0           0           0           0           0           0            0    0.033384     0.13676    0.26543    0.57482    0.88421     1.503    2.4312    4.5969    7.4588

xxxxx fl_c_min = 0.034 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.503513 seconds.
Elapsed time is 0.205121 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    ___________    ________    ________    ________    ________    ________    ________    ________    _________    ________    ________    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.1167     2.2637     -2.0272     -7.8561    49.613    0.013705    0.67942    0.30688    1.6539e-08    -1.7398e-35     -6.8506     -6.3091     -5.1489     -4.2981      -3.602     -2.9832     -2.5191      -1.7456    -0.97214    -0.12131    0.26543    0.49747    0.88421    1.4256    2.4312    4.5969    7.3814
    cl_mt_pol_coh                   0.16332     2.4739      15.147     -7.4114    53.286           0    0.44976    0.55024    2.5847e-09    -1.7398e-35     -6.1679     -5.4097     -4.1011     -3.2287     -2.4705     -1.8863     -1.3877     -0.61418     0.30777      1.1155     1.6598     2.0192     2.4735    3.0871     4.132    6.5171    9.5219
    cl_mt_pol_c                      1.1934    0.35019     0.29343       0.034    4.8826           0          0          1    7.2318e-09    -1.7398e-35     0.22939     0.45711     0.67054      0.7924     0.85402     0.90504     0.95638       1.0173      1.1592      1.2888     1.4028     1.4933     1.5801    1.6791    1.8318    2.0795    2.3377
    cl_mt_pol_b_bridge             -0.95017     1.5075     -1.5865     -7.9302         0     0.55024    0.44976          0    2.5847e-09        0.55024     -6.5997     -5.7884     -4.3881     -3.4547     -2.6435     -2.0184     -1.4848     -0.65718           0           0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.14232    0.24703     -1.7357     -0.8312         0     0.59558    0.40442          0    0.00075397        0.59558    -0.83097    -0.81744    -0.74009    -0.62932    -0.48369    -0.27601    -0.16595    -0.043438           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr             -0.45005    0.52394     -1.1642       -1.06         0     0.57542    0.42458          0       0.42458        0.57542       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06        -1.06           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.42587    0.94435      2.2175           0    49.613     0.41813          0    0.58187       0.41813    -1.7398e-35           0           0           0           0           0           0           0            0    0.033384      0.1388    0.26543    0.49747    0.88421    1.4256    2.4312    4.5969    7.3814

xxxxx fl_c_min = 0.001 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.250049 seconds.
Elapsed time is 0.145257 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    _______    ______    ________    _______    _______    __________    ___________    ________    ________    ________    ________    ________    ________    ________    _________    ________    ________    _______    _______    _______    ______    ______    ______    ______

    cl_mt_pol_a                     -1.1459     2.2945     -2.0023     -7.8561    49.613    0.013587     0.6809    0.30552    7.1322e-09    -1.2582e-35     -7.0826     -6.4638     -5.2263     -4.3754      -3.602     -3.0605     -2.5191       -1.823    -0.97214    -0.12131    0.26543    0.49747    0.88421    1.4256    2.4312    4.5969    7.3814
    cl_mt_pol_coh                   0.13409      2.503      18.666     -7.4114    53.286           0    0.45257    0.54743    1.5916e-09    -1.2582e-35     -6.3725     -5.5707     -4.2365     -3.3061     -2.5389     -1.9273     -1.4341     -0.64878     0.26757      1.1005     1.6598     2.0156     2.4333    3.0521     4.132    6.5148     9.507
    cl_mt_pol_c                      1.1916    0.35085     0.29444       0.001    4.8826           0          0          1    3.3766e-09    -1.2582e-35     0.21587     0.45204     0.67169     0.78734     0.85073     0.90355     0.95304       1.0165      1.1551      1.2883     1.4028     1.4933     1.5801    1.6782    1.8318    2.0791    2.3375
    cl_mt_pol_b_bridge             -0.97635     1.5473     -1.5848     -7.9302         0     0.54743    0.45257          0    1.5916e-09        0.54743     -6.8186     -5.9606     -4.5331     -3.5375     -2.7166     -2.0623     -1.5345     -0.69419           0           0          0          0          0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.14295    0.24752     -1.7316     -0.8312         0     0.59365    0.40635          0     0.0007507        0.59365    -0.83097    -0.81744    -0.74009    -0.62909    -0.48702    -0.27601    -0.16595    -0.043964           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_borr             -0.45106    0.52409     -1.1619       -1.06         0     0.57447    0.42553          0       0.42553        0.57447       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06        -1.06           0           0          0          0          0         0         0         0         0
    cl_mt_pol_for_save              0.42444    0.94272      2.2211           0    49.613     0.41994          0    0.58006       0.41994    -1.2582e-35           0           0           0           0           0           0           0            0    0.033384     0.14007    0.26543    0.49747    0.88421    1.4256    2.4312    4.5969    7.3814

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Vary Interest rate
ar_fl_r_inf = 0.2     0.13667    0.073333        0.01
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xxxxx fl_r_inf = 0.2 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.809535 seconds.
Elapsed time is 0.240863 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                      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 
                                   __________    ________    _________    ________    ______    ________    ________    _______    __________    __________    ________    ________    ________    ________    ________    ________    _________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______

    cl_mt_pol_a                       0.63055      1.3077      2.0739      -7.8561    49.613    0.082454     0.25038    0.66716    1.3839e-10    1.4292e-34     -1.4362     -1.0495    -0.81744    -0.74009     -0.5854    -0.27601    -0.043964    0.033384    0.26543    0.65217    1.0389    1.3483     1.735    2.2765     3.282    5.4477    8.1549
    cl_mt_pol_coh                      1.9105      1.5706     0.82207      -7.4114    53.286           0    0.044335    0.95567    1.1439e-12    1.4292e-34    -0.76856    -0.33939    0.019873     0.27939     0.51297     0.74348      0.90837      1.1648     1.5516     2.0466    2.5661    2.8945    3.3341    3.9529    4.9828    7.3526    10.286
    cl_mt_pol_c                        1.2861     0.34509     0.26832        0.025    4.8826           0           0          1    1.2181e-10    1.4292e-34       0.422      0.5595     0.74907     0.85428     0.90837     0.99378       1.0479      1.1279     1.2907     1.4122     1.549    1.5699    1.6545    1.7471    1.8678    2.1168    2.3603
    cl_mt_pol_b_bridge              -0.012111    0.076171     -6.2894      -8.8937         0     0.95567    0.044335          0    1.1439e-12       0.95567    -0.92227    -0.40726           0           0           0           0            0           0          0          0         0         0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.0045072    0.023553     -5.2255     -0.30729         0     0.95145    0.048549          0    1.6072e-14       0.95145    -0.19866    -0.12131           0           0           0           0            0           0          0          0         0         0         0         0         0         0         0
    cl_mt_pol_for_borr               -0.21396     0.42546     -1.9885        -2.65         0     0.79815     0.20185          0     4.624e-12       0.79815       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06            0           0          0          0         0         0         0         0         0         0         0
    cl_mt_pol_for_save                0.86112      1.1398      1.3236            0    49.613       0.131           0      0.869         0.131    1.4292e-34           0           0           0           0    0.033384     0.11073      0.18808     0.27856     0.4746    0.70665    1.0389    1.3483     1.735    2.2765     3.282    5.4477    8.1549

xxxxx fl_r_inf = 0.13667 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.027129 seconds.
Elapsed time is 0.183360 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    ________    _________    ________    ______    ________    ________    _______    __________    __________    ________    ________    ________    _________    ________    ________    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______

    cl_mt_pol_a                      0.45269       1.391      3.0727      -7.8561    49.613    0.065541     0.34496     0.5895    1.4991e-09    8.7267e-35     -2.8285     -1.7456     -1.2042     -0.97214    -0.81744    -0.66275    -0.4307          0    0.18808    0.57482    0.96156    1.2709    1.6577    2.1991    3.1273     5.293    8.0775
    cl_mt_pol_coh                     1.7327      1.6514      0.9531      -7.4114    53.286           0      0.1055     0.8945    4.1303e-11    8.7267e-35     -2.0047    -0.99154    -0.33939    -0.029997     0.19022     0.40661    0.65431     1.0191     1.4278     1.9663     2.4735    2.8021     3.247    3.8256    4.9004    7.2289    10.168
    cl_mt_pol_c                       1.2758      0.3457     0.27096        0.025    4.8826           0           0          1    1.3746e-09    8.7267e-35     0.44133     0.57637      0.7643       0.8506     0.91825     0.97295     1.0191     1.1071     1.2545     1.4065     1.5046    1.5641    1.6509    1.7451     1.864    2.1135    2.3584
    cl_mt_pol_b_bridge              -0.05243     0.21687     -4.1363      -8.4243         0      0.8945      0.1055          0    4.1303e-11        0.8945     -2.2787      -1.127    -0.38577    -0.034096           0           0          0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.012836    0.049152     -3.8294     -0.47036         0     0.91582    0.084182          0     1.415e-12       0.91582    -0.27601    -0.27601    -0.12131            0           0           0          0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_borr              -0.27745     0.46596     -1.6794        -2.65         0     0.73825     0.26175          0    6.7942e-11       0.73825       -1.06       -1.06       -1.06        -1.06       -1.06       -1.06      -1.06          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_save                0.7954      1.1213      1.4097            0    49.613     0.14972           0    0.85028       0.14972    8.7267e-35           0           0           0            0    0.010516     0.11073    0.11073    0.23054    0.37179     0.6293    0.96156    1.2709    1.6577    2.1991    3.1273     5.293    8.0775

xxxxx fl_r_inf = 0.073333 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.467202 seconds.
Elapsed time is 0.137175 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    ________    ______    ________    _______    _______    __________    ___________    ________    ________    ________    ________    ________    ________    _________    ________    ________    _________    _______    _______    ______    ______    ______    ______    ______

    cl_mt_pol_a                     -0.9153     2.1778     -2.3793      -7.8561    49.613    0.018624    0.65085    0.33053    8.5223e-09    -1.0211e-37     -6.6959     -6.0771     -4.7622     -3.9113     -3.2152     -2.6738      -2.2097     -1.5136    -0.81744    -0.043964    0.34277    0.65217    1.0389    1.5803    2.5085    4.6742    7.5361
    cl_mt_pol_coh                    0.3647     2.3921      6.5591      -7.4114    53.286           0    0.41553    0.58447    1.3196e-09    -1.0211e-37     -5.9494     -5.1349     -3.7545     -2.8483     -2.1522      -1.577      -1.0845    -0.37316     0.46246       1.2422     1.7926      2.121    2.5701    3.1889    4.2587    6.6071    9.5993
    cl_mt_pol_c                      1.2023    0.35076     0.29174        0.025    4.8826           0          0          1    3.7964e-09    -1.0211e-37     0.22514     0.46674     0.66563     0.79804     0.86425     0.91406      0.95283      1.0344      1.1635       1.3035     1.4552     1.5022    1.5876    1.6848    1.8356    2.0889    2.3396
    cl_mt_pol_b_bridge             -0.81482     1.3839     -1.6984      -7.9549         0     0.58447    0.41553          0    1.3196e-09        0.58447     -6.3857     -5.5115     -4.0298     -3.0572       -2.31     -1.6926       -1.164    -0.40052           0            0          0          0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.10551    0.20752     -1.9667     -0.77705         0     0.65813    0.34187          0    8.5768e-06        0.65813    -0.76981    -0.74009    -0.66275    -0.50805    -0.27601    -0.17097    -0.066093           0           0            0          0          0         0         0         0         0         0
    cl_mt_pol_for_borr             -0.46304    0.52575     -1.1354        -1.06         0     0.56317    0.43683          0       0.43683        0.56317       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06        -1.06       -1.06           0            0          0          0         0         0         0         0         0
    cl_mt_pol_for_save              0.46808    0.96944      2.0711            0    49.613     0.36049          0    0.63951       0.36049    -1.0211e-37           0           0           0           0           0           0            0           0    0.086696      0.18808    0.34277    0.65217    1.0389    1.5803    2.5085    4.6742    7.5361

xxxxx fl_r_inf = 0.01 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.366116 seconds.
Elapsed time is 0.130782 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                      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  
                                   __________    __________    _________    _______    ______    __________    _______    __________    __________    __________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    ________    ________    ________    ________    ________

    cl_mt_pol_a                       -11.874       0.92777    -0.078134      -12.5    49.332    2.1838e-10          1    8.0517e-08       0.32336    3.0779e-35      -12.5      -12.5      -12.5      -12.5      -12.5      -12.5      -12.5    -12.416    -12.249    -11.915     -11.664     -11.414     -11.163     -10.745     -9.9933     -8.2386     -5.9826
    cl_mt_pol_coh                     -10.594        1.2113     -0.11434    -12.055    53.286             0    0.99999    8.0787e-06     0.0024274    3.0779e-35    -12.055    -11.908    -11.817    -11.713    -11.592    -11.486    -11.452    -11.291    -10.951    -10.539     -10.139     -9.8708     -9.5239     -9.0226     -8.1378     -6.1872     -3.7586
    cl_mt_pol_c                        1.1624       0.34928      0.30047    0.32092    5.1575             0          0             1     0.0024274    3.0779e-35    0.32092    0.46798    0.55886    0.66368    0.78461    0.86816     0.9241     1.0101     1.1727     1.2764      1.4062      1.4844      1.5005      1.6072      1.7616      2.0007       2.247
    cl_mt_pol_b_bridge                  -10.7        1.2233     -0.11433    -12.176         0    8.0787e-06    0.99999             0     0.0024274    8.0787e-06    -12.176    -12.027    -11.936     -11.83    -11.708    -11.601    -11.567    -11.404     -11.06    -10.645     -10.241     -9.9695     -9.6192     -9.1128     -8.2191     -6.2491     -3.7962
    cl_mt_pol_inf_borr_nobridge       -1.1741       0.35276     -0.30046    -2.6171         0    8.0735e-08          1             0    4.7419e-07    8.0735e-08    -2.2695    -2.0207    -1.7792    -1.6233    -1.5155    -1.4993    -1.4202    -1.2892    -1.1844    -1.0202    -0.93334    -0.87684    -0.79245    -0.67032    -0.56444    -0.47266    -0.32413
    cl_mt_pol_for_borr                      0             0          NaN          0         0             1          0             0             1             1          0          0          0          0          0          0          0          0          0          0           0           0           0           0           0           0           0
    cl_mt_pol_for_save             4.3584e-08    0.00021609       4958.1          0    49.332             1          0    8.0517e-08             1    3.0779e-35          0          0          0          0          0          0          0          0          0          0           0           0           0           0           0           0           0


ans = 

  Map with properties:

        Count: 22
      KeyType: char
    ValueType: any

Case B2, same as B1, but fl_r_inf (0.10) > fl_r_fbr (0.6)

Different Formal and informal rate

param_map_group_b('bl_bridge') = true;
fsi_abz_fibs_ds_vecsv_testmain(param_map_group_b)
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxx Preference xxxxxx
fl_beta = 0.94
fl_crra = 1.5
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxx shocks xxxxxx
fl_z_rho = 0.8
fl_z_sig = 0.2
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxx Boolean Controls xxxxxx
bl_default = 0
bl_bridge = 1
bl_rollover = 1
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxx Float Controls xxxxxxxx
fl_default_aprime = 0
fl_b_bd = -12.5
fl_c_min = 0.025
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxx Interest Rates xxxxxxxx
fl_r_fsv = 0.025
fl_r_inf = 0.1
fl_r_inf_bridge = 0.1
fl_r_fbr = 0.06
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxx Formal Menu Params xxxx
st_forbrblk_type = seg3
fl_forbrblk_brmost = -19
fl_forbrblk_brleast = -1
fl_forbrblk_gap = -1.5
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
ar_fl_b_bd = -20 -15 -10  -5
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
---------------------------
---------------------------
---------------------------
---------------------------
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Vary Borrow Bound
ar_fl_b_bd = -20 -15 -10  -5
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxx fl_b_bd = -20 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.305839 seconds.
Elapsed time is 0.183166 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    ________    _________    ________    ______    ________    _______    _______    __________    __________    ________    ________    ________    ________    ________    __________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______

    cl_mt_pol_a                       0.1139      1.5821       13.89      -7.8561    49.613    0.048725    0.46279    0.48849    4.6881e-09    4.5129e-37     -4.7622     -3.3699     -2.1324     -1.5909     -1.2815       -1.0495    -0.89479    -0.4307          0    0.42012    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228
    cl_mt_pol_coh                     1.3939      1.8323      1.3145      -7.4114    53.286           0    0.20477    0.79523     2.869e-10    4.5129e-37     -3.8625     -2.4575     -1.2236     -0.6606    -0.29581    -0.0016224     0.23042    0.69451     1.2359     1.7926     2.2786    2.6344    3.0521    3.6679    4.7358    7.0661     10.01
    cl_mt_pol_c                       1.2566     0.34706      0.2762        0.025    4.8826           0          0          1    3.1494e-09    4.5129e-37     0.36274     0.57339     0.71677      0.8383     0.89867       0.96449      1.0071     1.0812     1.2129     1.3869     1.4952    1.5584    1.6452    1.7376    1.8582    2.1092     2.353
    cl_mt_pol_b_bridge              -0.19093     0.53791     -2.8173      -8.1525         0     0.79523    0.20477          0     2.869e-10       0.79523     -4.2487     -2.7033     -1.3459    -0.72666    -0.32539    -0.0017847           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.032079    0.096996     -3.0237     -0.60081         0     0.85746    0.14254          0    3.1881e-08       0.85746    -0.50805    -0.50599    -0.27601    -0.12131           0             0           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_borr              -0.35261     0.49943     -1.4164        -1.06         0     0.66735    0.33265          0       0.33265       0.66735       -1.06       -1.06       -1.06       -1.06       -1.06         -1.06       -1.06          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_save               0.68952      1.0852      1.5738            0    49.613     0.19127          0    0.80873       0.19127    4.5129e-37           0           0           0           0           0      0.010516    0.033384     0.1286    0.26543     0.4746    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228

xxxxx fl_b_bd = -15 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 2.010862 seconds.
Elapsed time is 0.137662 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    ________    _________    ________    ______    ________    _______    _______    __________    __________    ________    ________    ________    ________    ________    __________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______

    cl_mt_pol_a                       0.1139      1.5821       13.89      -7.8561    49.613    0.048725    0.46279    0.48849    4.6881e-09    4.5129e-37     -4.7622     -3.3699     -2.1324     -1.5909     -1.2815       -1.0495    -0.89479    -0.4307          0    0.42012    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228
    cl_mt_pol_coh                     1.3939      1.8323      1.3145      -7.4114    53.286           0    0.20477    0.79523     2.869e-10    4.5129e-37     -3.8625     -2.4575     -1.2236     -0.6606    -0.29581    -0.0016224     0.23042    0.69451     1.2359     1.7926     2.2786    2.6344    3.0521    3.6679    4.7358    7.0661     10.01
    cl_mt_pol_c                       1.2566     0.34706      0.2762        0.025    4.8826           0          0          1    3.1494e-09    4.5129e-37     0.36274     0.57339     0.71677      0.8383     0.89867       0.96449      1.0071     1.0812     1.2129     1.3869     1.4952    1.5584    1.6452    1.7376    1.8582    2.1092     2.353
    cl_mt_pol_b_bridge              -0.19093     0.53791     -2.8173      -8.1525         0     0.79523    0.20477          0     2.869e-10       0.79523     -4.2487     -2.7033     -1.3459    -0.72666    -0.32539    -0.0017847           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.032079    0.096996     -3.0237     -0.60081         0     0.85746    0.14254          0    3.1881e-08       0.85746    -0.50805    -0.50599    -0.27601    -0.12131           0             0           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_borr              -0.35261     0.49943     -1.4164        -1.06         0     0.66735    0.33265          0       0.33265       0.66735       -1.06       -1.06       -1.06       -1.06       -1.06         -1.06       -1.06          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_save               0.68952      1.0852      1.5738            0    49.613     0.19127          0    0.80873       0.19127    4.5129e-37           0           0           0           0           0      0.010516    0.033384     0.1286    0.26543     0.4746    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228

xxxxx fl_b_bd = -10 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.772173 seconds.
Elapsed time is 0.133255 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    ________    _________    ________    ______    ________    _______    _______    __________    __________    ________    ________    ________    ________    ________    __________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______

    cl_mt_pol_a                       0.1139      1.5821       13.89      -7.8561    49.613    0.048725    0.46279    0.48849    4.6881e-09    4.5129e-37     -4.7622     -3.3699     -2.1324     -1.5909     -1.2815       -1.0495    -0.89479    -0.4307          0    0.42012    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228
    cl_mt_pol_coh                     1.3939      1.8323      1.3145      -7.4114    53.286           0    0.20477    0.79523     2.869e-10    4.5129e-37     -3.8625     -2.4575     -1.2236     -0.6606    -0.29581    -0.0016224     0.23042    0.69451     1.2359     1.7926     2.2786    2.6344    3.0521    3.6679    4.7358    7.0661     10.01
    cl_mt_pol_c                       1.2566     0.34706      0.2762        0.025    4.8826           0          0          1    3.1494e-09    4.5129e-37     0.36274     0.57339     0.71677      0.8383     0.89867       0.96449      1.0071     1.0812     1.2129     1.3869     1.4952    1.5584    1.6452    1.7376    1.8582    2.1092     2.353
    cl_mt_pol_b_bridge              -0.19093     0.53791     -2.8173      -8.1525         0     0.79523    0.20477          0     2.869e-10       0.79523     -4.2487     -2.7033     -1.3459    -0.72666    -0.32539    -0.0017847           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.032079    0.096996     -3.0237     -0.60081         0     0.85746    0.14254          0    3.1881e-08       0.85746    -0.50805    -0.50599    -0.27601    -0.12131           0             0           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_borr              -0.35261     0.49943     -1.4164        -1.06         0     0.66735    0.33265          0       0.33265       0.66735       -1.06       -1.06       -1.06       -1.06       -1.06         -1.06       -1.06          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_save               0.68952      1.0852      1.5738            0    49.613     0.19127          0    0.80873       0.19127    4.5129e-37           0           0           0           0           0      0.010516    0.033384     0.1286    0.26543     0.4746    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228

xxxxx fl_b_bd = -5 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.532403 seconds.
Elapsed time is 0.152280 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    _______    _________    ________    ______    ________    _______    _______    __________    __________    ________    ________    ________    ________    ________    _________    ________    ________    _______    _______    _______    ______    ______    ______    ______    ______    ______

    cl_mt_pol_a                      0.10401     1.5775      15.167           -5    49.632    0.044165    0.46677    0.48907    1.5074e-34    6.6229e-35     -4.2647     -3.2353     -2.1324     -1.6176     -1.3235      -1.1029    -0.95588    -0.44118          0    0.36765    0.80882    1.1029    1.4706    2.0588    2.9412    5.1471    7.8676
    cl_mt_pol_coh                      1.384     1.8285      1.3212      -4.5553    53.286           0    0.20668    0.79332    5.3744e-35    6.6229e-35      -3.435     -2.3556     -1.2291    -0.66442    -0.29677    -0.047515     0.17936     0.65911     1.2088      1.762     2.2768    2.6058     3.047    3.6674     4.714     7.067    10.017
    cl_mt_pol_c                       1.2561    0.34683     0.27611        0.025     4.864           0          0          1    5.3744e-35    6.6229e-35     0.37784     0.56929     0.72548     0.83308     0.89765      0.95954     0.99976      1.0846     1.2088     1.3926     1.4877    1.5648    1.6451    1.7334    1.8484     2.119    2.3598
    cl_mt_pol_b_bridge               -0.1907    0.52174      -2.736      -5.0108         0     0.79332    0.20668          0    5.3744e-35       0.79332     -3.7785     -2.5912     -1.3521    -0.73086    -0.32645    -0.052266           0           0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.030387    0.08981     -2.9555     -0.60584         0     0.85995    0.14005          0    9.8292e-09       0.85995    -0.44206    -0.44118    -0.29412    -0.14706           0            0           0           0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_borr              -0.36286    0.50296     -1.3861        -1.06         0     0.65768    0.34232          0       0.34232       0.65768       -1.06       -1.06       -1.06       -1.06       -1.06        -1.06       -1.06           0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_save               0.68795     1.0834      1.5749            0    49.632     0.18422          0    0.81578       0.18422    6.6229e-35           0           0           0           0           0        0.025    0.047059     0.14706    0.25932    0.47176    0.80882    1.1029    1.4706    2.0588    2.9412    5.1471    7.8676

---------------------------
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Vary Minimum Consumption
ar_fl_c_min = 0.1       0.067       0.034       0.001
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxx fl_c_min = 0.1 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.640398 seconds.
Elapsed time is 0.132078 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    ________    _________    ________    ______    ________    _______    _______    __________    __________    ________    ________    ________    ________    ________    __________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______

    cl_mt_pol_a                     0.12166      1.5726      12.927      -7.8561    49.613    0.049037    0.46141    0.48955    9.5784e-09    1.9734e-34     -4.3754     -3.2926      -2.055     -1.5909     -1.2815       -1.0495    -0.89479    -0.4307          0    0.42012    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228
    cl_mt_pol_coh                    1.4017      1.8237      1.3011      -7.4114    53.286           0    0.20356    0.79644    4.6675e-10    1.9734e-34     -3.5444     -2.3842     -1.1902    -0.64878    -0.29178    -0.0016224     0.23042    0.69451     1.2359     1.7926     2.2786    2.6344    3.0521    3.6679    4.7358    7.0661     10.01
    cl_mt_pol_c                      1.2572     0.34679     0.27585          0.1    4.8826           0          0          1    8.3389e-09    1.9734e-34     0.37537     0.58024      0.7098      0.8383     0.89867       0.96449      1.0071     1.0812     1.2146     1.3869     1.4952    1.5584    1.6452    1.7376    1.8582    2.1094     2.353
    cl_mt_pol_b_bridge             -0.18541     0.51873     -2.7977      -8.1525         0     0.79644    0.20356          0    4.6675e-10       0.79644     -3.8989     -2.6226     -1.3092    -0.71366    -0.32095    -0.0017847           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.03196    0.096615      -3.023     -0.60081         0      0.8575     0.1425          0    1.6324e-08        0.8575    -0.50805    -0.49026    -0.27601    -0.12131           0             0           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_borr             -0.35108     0.49889      -1.421        -1.06         0     0.66879    0.33121          0       0.33121       0.66879       -1.06       -1.06       -1.06       -1.06       -1.06         -1.06       -1.06          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_save              0.69011       1.086      1.5737            0    49.613     0.19153          0    0.80847       0.19153    1.9734e-34           0           0           0           0           0      0.010516    0.033384     0.1286    0.26543     0.4746    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228

xxxxx fl_c_min = 0.067 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.764193 seconds.
Elapsed time is 0.137297 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    ________    _________    ________    ______    ________    _______    _______    __________    ___________    ________    ________    ________    ________    ________    __________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______

    cl_mt_pol_a                      0.11855      1.5772      13.303      -7.8561    49.613    0.049008    0.46168    0.48931    6.7922e-09    -1.0199e-34     -4.5301     -3.2926     -2.1324     -1.5909     -1.2815       -1.0495    -0.89479    -0.4307          0    0.42012    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228
    cl_mt_pol_coh                     1.3986      1.8278      1.3069      -7.4114    53.286           0    0.20403    0.79597    3.7212e-10    -1.0199e-34     -3.7063     -2.3994     -1.1902    -0.64878    -0.29581    -0.0016224     0.23042    0.69451     1.2359     1.7926     2.2786    2.6344    3.0521    3.6679    4.7358    7.0661     10.01
    cl_mt_pol_c                       1.2569     0.34692     0.27601        0.067    4.8826           0          0          1    4.7675e-09    -1.0199e-34     0.36274     0.57418     0.71001      0.8383     0.89867       0.96449      1.0071     1.0812     1.2146     1.3869     1.4952    1.5584    1.6452    1.7376    1.8582    2.1094     2.353
    cl_mt_pol_b_bridge              -0.18797     0.52785     -2.8082      -8.1525         0     0.79597    0.20403          0    3.7212e-10        0.79597      -4.077     -2.6393     -1.3092    -0.71366    -0.32539    -0.0017847           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.031872    0.096471     -3.0269     -0.60081         0     0.85772    0.14228          0    2.2396e-08        0.85772    -0.50805    -0.50023    -0.27601    -0.12131           0             0           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_borr              -0.35165     0.49909     -1.4193        -1.06         0     0.66825    0.33175          0       0.33175        0.66825       -1.06       -1.06       -1.06       -1.06       -1.06         -1.06       -1.06          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_save               0.69005      1.0858      1.5735            0    49.613     0.19129          0    0.80871       0.19129    -1.0199e-34           0           0           0           0           0      0.010516    0.033384     0.1286    0.26543     0.4746    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228

xxxxx fl_c_min = 0.034 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.688252 seconds.
Elapsed time is 0.151684 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    ________    _________    ________    ______    ________    _______    _______    __________    __________    ________    ________    ________    ________    ________    __________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______

    cl_mt_pol_a                      0.11712      1.5793      13.484      -7.8561    49.613    0.048999    0.46179    0.48921    4.8094e-09    1.4738e-37     -4.6848     -3.3699     -2.1324     -1.5909     -1.2815       -1.0495    -0.89479    -0.4307          0    0.42012    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228
    cl_mt_pol_coh                     1.3971      1.8298      1.3097      -7.4114    53.286           0    0.20418    0.79582    2.9367e-10    1.4738e-37     -3.8475     -2.4278     -1.1902    -0.64878    -0.29581    -0.0016224     0.23042    0.69451     1.2359     1.7926     2.2786    2.6344    3.0521    3.6679    4.7358    7.0661     10.01
    cl_mt_pol_c                       1.2568     0.34701      0.2761        0.034    4.8826           0          0          1    3.5254e-09    1.4738e-37     0.36274     0.57397     0.71001      0.8383     0.89867       0.96449      1.0071     1.0812     1.2146     1.3869     1.4952    1.5584    1.6452    1.7376    1.8582    2.1094     2.353
    cl_mt_pol_b_bridge              -0.18912     0.53322     -2.8195      -8.1525         0     0.79582    0.20418          0    2.9367e-10       0.79582     -4.2323     -2.6706     -1.3092    -0.71366    -0.32539    -0.0017847           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.031869    0.096498      -3.028     -0.60081         0     0.85776    0.14224          0    2.9233e-08       0.85776    -0.50805    -0.50599    -0.27601    -0.12131           0             0           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_borr              -0.35181     0.49915     -1.4188        -1.06         0      0.6681     0.3319          0        0.3319        0.6681       -1.06       -1.06       -1.06       -1.06       -1.06         -1.06       -1.06          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_save               0.68992      1.0854      1.5733            0    49.613     0.19124          0    0.80876       0.19124    1.4738e-37           0           0           0           0           0      0.010516    0.033384     0.1286    0.26543     0.4746    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228

xxxxx fl_c_min = 0.001 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.687034 seconds.
Elapsed time is 0.141781 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    ________    _________    ________    ______    _______    _______    _______    __________    __________    ________    ________    ________    ________    ________    __________    ________    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______

    cl_mt_pol_a                      0.11327      1.5832      13.978      -7.8561    49.613    0.04872    0.46283    0.48845    2.8322e-09    2.0947e-35     -4.7622     -3.3699     -2.1324     -1.5909     -1.2815       -1.0495    -0.89479    -0.4307          0    0.42012    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228
    cl_mt_pol_coh                     1.3933      1.8333      1.3159      -7.4114    53.286          0    0.20484    0.79516    2.3217e-10    2.0947e-35     -3.9384     -2.4615      -1.224     -0.6606    -0.29581    -0.0016224     0.23042    0.69451     1.2359     1.7926     2.2786    2.6344    3.0521    3.6679    4.7358    7.0661     10.01
    cl_mt_pol_c                       1.2565      0.3471     0.27624        0.001    4.8826          0          0          1    2.2979e-09    2.0947e-35     0.37537     0.57339     0.71677      0.8383     0.89867       0.96449      1.0071     1.0812     1.2129     1.3869     1.4952    1.5584    1.6452    1.7376    1.8582    2.1092     2.353
    cl_mt_pol_b_bridge              -0.19148     0.54052     -2.8228      -8.1525         0    0.79516    0.20484          0    2.3217e-10       0.79516     -4.3322     -2.7077     -1.3464    -0.72666    -0.32539    -0.0017847           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.032129    0.097124      -3.023     -0.60081         0    0.85738    0.14262          0    3.1823e-08       0.85738    -0.50805    -0.50671    -0.27601    -0.12131           0             0           0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_borr              -0.35258     0.49942     -1.4165        -1.06         0    0.66738    0.33262          0       0.33262       0.66738       -1.06       -1.06       -1.06       -1.06       -1.06         -1.06       -1.06          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_save               0.68946      1.0851      1.5739            0    49.613    0.19134          0    0.80866       0.19134    2.0947e-35           0           0           0           0           0      0.010516    0.033384     0.1286    0.26543     0.4746    0.80686    1.1163     1.503    2.0444    2.9726    5.1383    7.9228

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Vary Interest rate
ar_fl_r_inf = 0.2     0.13667    0.073333        0.01
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxx fl_r_inf = 0.2 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.556764 seconds.
Elapsed time is 0.170196 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                      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 
                                   __________    ________    _________    ________    ______    ________    ________    _______    __________    __________    ________    ________    ________    ________    ________    ________    _________    ________    _______    _______    ______    ______    ______    ______    ______    ______    ______

    cl_mt_pol_a                       0.63055      1.3077      2.0739      -7.8561    49.613    0.082454     0.25038    0.66716    1.3839e-10    1.4292e-34     -1.4362     -1.0495    -0.81744    -0.74009     -0.5854    -0.27601    -0.043964    0.033384    0.26543    0.65217    1.0389    1.3483     1.735    2.2765     3.282    5.4477    8.1549
    cl_mt_pol_coh                      1.9105      1.5706     0.82207      -7.4114    53.286           0    0.044335    0.95567    1.1439e-12    1.4292e-34    -0.76856    -0.33939    0.019873     0.27939     0.51297     0.74348      0.90837      1.1648     1.5516     2.0466    2.5661    2.8945    3.3341    3.9529    4.9828    7.3526    10.286
    cl_mt_pol_c                        1.2861     0.34509     0.26832        0.025    4.8826           0           0          1    1.2181e-10    1.4292e-34       0.422      0.5595     0.74907     0.85428     0.90837     0.99378       1.0479      1.1279     1.2907     1.4122     1.549    1.5699    1.6545    1.7471    1.8678    2.1168    2.3603
    cl_mt_pol_b_bridge              -0.012111    0.076171     -6.2894      -8.8937         0     0.95567    0.044335          0    1.1439e-12       0.95567    -0.92227    -0.40726           0           0           0           0            0           0          0          0         0         0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.0045072    0.023553     -5.2255     -0.30729         0     0.95145    0.048549          0    1.6072e-14       0.95145    -0.19866    -0.12131           0           0           0           0            0           0          0          0         0         0         0         0         0         0         0
    cl_mt_pol_for_borr               -0.21396     0.42546     -1.9885        -2.65         0     0.79815     0.20185          0     4.624e-12       0.79815       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06            0           0          0          0         0         0         0         0         0         0         0
    cl_mt_pol_for_save                0.86112      1.1398      1.3236            0    49.613       0.131           0      0.869         0.131    1.4292e-34           0           0           0           0    0.033384     0.11073      0.18808     0.27856     0.4746    0.70665    1.0389    1.3483     1.735    2.2765     3.282    5.4477    8.1549

xxxxx fl_r_inf = 0.13667 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.640998 seconds.
Elapsed time is 0.133066 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   _________    ________    _________    ________    ______    ________    ________    _______    __________    __________    ________    ________    ________    _________    ________    ________    _______    _______    _______    _______    _______    ______    ______    ______    ______    ______    ______

    cl_mt_pol_a                      0.45269       1.391      3.0727      -7.8561    49.613    0.065541     0.34496     0.5895    1.4991e-09    8.7267e-35     -2.8285     -1.7456     -1.2042     -0.97214    -0.81744    -0.66275    -0.4307          0    0.18808    0.57482    0.96156    1.2709    1.6577    2.1991    3.1273     5.293    8.0775
    cl_mt_pol_coh                     1.7327      1.6514      0.9531      -7.4114    53.286           0      0.1055     0.8945    4.1303e-11    8.7267e-35     -2.0047    -0.99154    -0.33939    -0.029997     0.19022     0.40661    0.65431     1.0191     1.4278     1.9663     2.4735    2.8021     3.247    3.8256    4.9004    7.2289    10.168
    cl_mt_pol_c                       1.2758      0.3457     0.27096        0.025    4.8826           0           0          1    1.3746e-09    8.7267e-35     0.44133     0.57637      0.7643       0.8506     0.91825     0.97295     1.0191     1.1071     1.2545     1.4065     1.5046    1.5641    1.6509    1.7451     1.864    2.1135    2.3584
    cl_mt_pol_b_bridge              -0.05243     0.21687     -4.1363      -8.4243         0      0.8945      0.1055          0    4.1303e-11        0.8945     -2.2787      -1.127    -0.38577    -0.034096           0           0          0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.012836    0.049152     -3.8294     -0.47036         0     0.91582    0.084182          0     1.415e-12       0.91582    -0.27601    -0.27601    -0.12131            0           0           0          0          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_borr              -0.27745     0.46596     -1.6794        -2.65         0     0.73825     0.26175          0    6.7942e-11       0.73825       -1.06       -1.06       -1.06        -1.06       -1.06       -1.06      -1.06          0          0          0          0         0         0         0         0         0         0
    cl_mt_pol_for_save                0.7954      1.1213      1.4097            0    49.613     0.14972           0    0.85028       0.14972    8.7267e-35           0           0           0            0    0.010516     0.11073    0.11073    0.23054    0.37179     0.6293    0.96156    1.2709    1.6577    2.1991    3.1273     5.293    8.0775

xxxxx fl_r_inf = 0.073333 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.864675 seconds.
Elapsed time is 0.134561 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                     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 
                                   ________    _______    _________    ________    ______    ________    _______    _______    __________    ___________    ________    ________    ________    ________    ________    ________    _________    ________    ________    _________    _______    _______    ______    ______    ______    ______    ______

    cl_mt_pol_a                     -0.9153     2.1778     -2.3793      -7.8561    49.613    0.018624    0.65085    0.33053    8.5223e-09    -1.0211e-37     -6.6959     -6.0771     -4.7622     -3.9113     -3.2152     -2.6738      -2.2097     -1.5136    -0.81744    -0.043964    0.34277    0.65217    1.0389    1.5803    2.5085    4.6742    7.5361
    cl_mt_pol_coh                    0.3647     2.3921      6.5591      -7.4114    53.286           0    0.41553    0.58447    1.3196e-09    -1.0211e-37     -5.9494     -5.1349     -3.7545     -2.8483     -2.1522      -1.577      -1.0845    -0.37316     0.46246       1.2422     1.7926      2.121    2.5701    3.1889    4.2587    6.6071    9.5993
    cl_mt_pol_c                      1.2023    0.35076     0.29174        0.025    4.8826           0          0          1    3.7964e-09    -1.0211e-37     0.22514     0.46674     0.66563     0.79804     0.86425     0.91406      0.95283      1.0344      1.1635       1.3035     1.4552     1.5022    1.5876    1.6848    1.8356    2.0889    2.3396
    cl_mt_pol_b_bridge             -0.81482     1.3839     -1.6984      -7.9549         0     0.58447    0.41553          0    1.3196e-09        0.58447     -6.3857     -5.5115     -4.0298     -3.0572       -2.31     -1.6926       -1.164    -0.40052           0            0          0          0         0         0         0         0         0
    cl_mt_pol_inf_borr_nobridge    -0.10551    0.20752     -1.9667     -0.77705         0     0.65813    0.34187          0    8.5768e-06        0.65813    -0.76981    -0.74009    -0.66275    -0.50805    -0.27601    -0.17097    -0.066093           0           0            0          0          0         0         0         0         0         0
    cl_mt_pol_for_borr             -0.46304    0.52575     -1.1354        -1.06         0     0.56317    0.43683          0       0.43683        0.56317       -1.06       -1.06       -1.06       -1.06       -1.06       -1.06        -1.06       -1.06           0            0          0          0         0         0         0         0         0
    cl_mt_pol_for_save              0.46808    0.96944      2.0711            0    49.613     0.36049          0    0.63951       0.36049    -1.0211e-37           0           0           0           0           0           0            0           0    0.086696      0.18808    0.34277    0.65217    1.0389    1.5803    2.5085    4.6742    7.5361

xxxxx fl_r_inf = 0.01 xxxxx
xxxxx it_a_n = 750, it_z_n = 15 xxxxx
Elapsed time is 1.391523 seconds.
Elapsed time is 0.129112 seconds.
tb_outcomes_meansdperc: mean, sd, percentiles
                                      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  
                                   __________    __________    _________    _______    ______    __________    _______    __________    __________    __________    _______    _______    _______    _______    _______    _______    _______    _______    _______    _______    ________    ________    ________    ________    ________    ________    ________

    cl_mt_pol_a                       -11.874       0.92777    -0.078134      -12.5    49.332    2.1838e-10          1    8.0517e-08       0.32336    3.0779e-35      -12.5      -12.5      -12.5      -12.5      -12.5      -12.5      -12.5    -12.416    -12.249    -11.915     -11.664     -11.414     -11.163     -10.745     -9.9933     -8.2386     -5.9826
    cl_mt_pol_coh                     -10.594        1.2113     -0.11434    -12.055    53.286             0    0.99999    8.0787e-06     0.0024274    3.0779e-35    -12.055    -11.908    -11.817    -11.713    -11.592    -11.486    -11.452    -11.291    -10.951    -10.539     -10.139     -9.8708     -9.5239     -9.0226     -8.1378     -6.1872     -3.7586
    cl_mt_pol_c                        1.1624       0.34928      0.30047    0.32092    5.1575             0          0             1     0.0024274    3.0779e-35    0.32092    0.46798    0.55886    0.66368    0.78461    0.86816     0.9241     1.0101     1.1727     1.2764      1.4062      1.4844      1.5005      1.6072      1.7616      2.0007       2.247
    cl_mt_pol_b_bridge                  -10.7        1.2233     -0.11433    -12.176         0    8.0787e-06    0.99999             0     0.0024274    8.0787e-06    -12.176    -12.027    -11.936     -11.83    -11.708    -11.601    -11.567    -11.404     -11.06    -10.645     -10.241     -9.9695     -9.6192     -9.1128     -8.2191     -6.2491     -3.7962
    cl_mt_pol_inf_borr_nobridge       -1.1741       0.35276     -0.30046    -2.6171         0    8.0735e-08          1             0    4.7419e-07    8.0735e-08    -2.2695    -2.0207    -1.7792    -1.6233    -1.5155    -1.4993    -1.4202    -1.2892    -1.1844    -1.0202    -0.93334    -0.87684    -0.79245    -0.67032    -0.56444    -0.47266    -0.32413
    cl_mt_pol_for_borr                      0             0          NaN          0         0             1          0             0             1             1          0          0          0          0          0          0          0          0          0          0           0           0           0           0           0           0           0
    cl_mt_pol_for_save             4.3584e-08    0.00021609       4958.1          0    49.332             1          0    8.0517e-08             1    3.0779e-35          0          0          0          0          0          0          0          0          0          0           0           0           0           0           0           0           0


ans = 

  Map with properties:

        Count: 22
      KeyType: char
    ValueType: any