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fsi_abz_ds_vecsv_joint_rand.m
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fsi_abz_ds_vecsv_joint_rand.m
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%% Test Joint Randomly (Savings Distribution), Test Preference, Price and Shocks
% *back to <https://fanwangecon.github.io Fan>'s
% <https://fanwangecon.github.io/CodeDynaAsset/ Dynamic Assets Repository>
% Table of Content.* *cross test*: given (x,y), vary x along X, y along Y,
% one at a time
%
% @seealso
%
% * test speed: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_speed/html/fsi_abz_ds_vecsv_speed.html fsi_abz_ds_vecsv_speed>
% * test joint *RANDOM*: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_joint/html/fsi_abz_ds_vecsv_joint_rand.html fsi_abz_ds_vecsv_joint_rand>
%
% * test price no default *CROSS*: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_price/html/fsi_abz_ds_vecsv_price_nbc_cross.html fsi_abz_ds_vecsv_price_nbc_cross>
% * test price default *CROSS*: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_price/html/fsi_abz_ds_vecsv_price_default_cross.html fsi_abz_ds_vecsv_price_default_cross>
%
% * test interest rate no default: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_borr/html/fsi_abz_ds_vecsv_nbc.html fsi_abz_ds_vecsv_nbc>
% * test interest rate no default *CROSS*: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_borr/html/fsi_abz_ds_vecsv_nbc_cross.html fsi_abz_ds_vecsv_nbc_cross>
% * test interest rate no default *GRID*: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_borr/html/fsi_abz_ds_vecsv_nbc_grid.html fsi_abz_ds_vecsv_nbc_grid>
% * test interest rate default: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_borr/html/fsi_abz_ds_vecsv_default.html fsi_abz_ds_vecsv_default>
% * test interest rate default *V(a,z)* Comparison: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_borr/html/fsi_abz_ds_vecsv_default_compaz.html fsi_abz_ds_vecsv_default_compaz>
% * test interest rate default *CROSS*: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_borr/html/fsi_abz_ds_vecsv_default_cross.html fsi_abz_ds_vecsv_default_cross>
% * test interest rate default *GRID*: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_borr/html/fsi_abz_ds_vecsv_default_grid.html fsi_abz_ds_vecsv_default_grid>
%
% * test shock default (very low cmin): <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_shock/html/fsi_abz_ds_vecsv_shk_default_lowcmin.html fsi_abz_ds_vecsv_shk_default_lowcmin>
% * test shock no default: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_shock/html/fsi_abz_ds_vecsv_shk_nbc.html fsi_abz_ds_vecsv_shk_nbc>
% * test shock no default *CROSS*: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_shock/html/fsi_abz_ds_vecsv_shk_nbc_cross.html fsi_abz_ds_vecsv_shk_nbc_cross>
% * test shock default: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_shock/html/fsi_abz_ds_vecsv_shk_default.html fsi_abz_ds_vecsv_shk_default>
% * test shock default *CROSS*: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_shock/html/fsi_abz_ds_vecsv_shk_default_cross.html fsi_abz_ds_vecsv_shk_default_cross>
%
% * test preference no default: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_pref/html/fsi_abz_ds_vecsv_pref_nbc.html fsi_abz_ds_vecsv_pref_nbc>
% * test preference no default *CROSS*: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_pref/html/fsi_abz_ds_vecsv_pref_nbc_cross.html fsi_abz_ds_vecsv_pref_nbc_cross>
% * test preference default: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_pref/html/fsi_abz_ds_vecsv_pref_default.html fsi_abz_ds_vecsv_pref_default>
% * test preference default *CROSS*: <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_pref/html/fsi_abz_ds_vecsv_pref_default_cross.html fsi_abz_ds_vecsv_pref_default_cross>
% * test preference default (very low cmin): <https://fanwangecon.github.io/CodeDynaAsset/m_abz/test/ff_az_ds_vecsv/test_pref/html/fsi_abz_ds_vecsv_pref_default_lowcmin.html fsi_abz_ds_vecsv_pref_default_lowcmin>
%
%% Simulate and Graph
% Randomly draw 100 sets of parameters based on the min and max grids
% Set which to graph, simulate over which variables
ar_it_plot_sets = [1,2,3,4,5,6,7,8,9,10];
bl_simu_cross = 'r';
cl_st_param_keys = {'fl_crra','fl_beta','fl_r_save','fl_z_wage_rho','fl_z_wage_sig',...
'fl_z_r_borr_poiss_mean', 'fl_z_r_borr_max', 'fl_b_bd', 'fl_c_min'};
% Generate Benchmark Parameters
it_param_set = 9;
[param_map, support_map] = ffs_abz_set_default_param(it_param_set);
param_map('it_st_simu_type_g_seed') = 123;
param_map('it_st_simu_type_g_simun') = 200;
support_map('bl_replacefile') = false;
support_map('bl_graph_onebyones') = true;
support_map('bl_display_graph_stats') = false;
% Generate Arrays of Parameter Values to Loop Over
it_simu_vec_len = 2;
param_tstar_map = containers.Map('KeyType','char', 'ValueType','any');
param_tstar_map('fl_crra') = linspace(1, 5, it_simu_vec_len);
param_tstar_map('fl_beta') = linspace(0.87, 0.97, it_simu_vec_len);
param_tstar_map('fl_r_save') = linspace(0, 0.06, it_simu_vec_len);
param_tstar_map('fl_z_wage_rho') = linspace(0, 0.985, it_simu_vec_len);
param_tstar_map('fl_z_wage_sig') = linspace(0.05, 0.50, it_simu_vec_len);
param_tstar_map('fl_z_r_borr_poiss_mean') = linspace(2, 10, it_simu_vec_len);
param_tstar_map('fl_z_r_borr_max') = linspace(0.095, 0.150, it_simu_vec_len);
param_tstar_map('fl_b_bd') = linspace(-20, -5, it_simu_vec_len);
param_tstar_map('fl_c_min') = linspace(0.03, 0.001, it_simu_vec_len);
%% Quick Grid Simulation (Limited Graphs)
it_size_type = 1;
ar_it_plot_sets = [3,4, 7,8, 9,10];
% Simulate along parameters
ff_az_test_analyze( ...
ar_it_plot_sets, bl_simu_cross, it_size_type, cl_st_param_keys, ...
param_map, support_map, param_tstar_map);
close all;
%% Medium Grid Simulation (Limited Graphs)
it_size_type = 2;
ar_it_plot_sets = [3,4, 7,8, 9,10];
% Simulate along parameters
ff_az_test_analyze( ...
ar_it_plot_sets, bl_simu_cross, it_size_type, cl_st_param_keys, ...
param_map, support_map, param_tstar_map);
close all;