1 bfw_mlogit
This is the example vignette for function: bfw_mlogit from the PrjLabEquiBFW Package.
1.1 Default
[mp_fl_labor_occprbty,mp_fl_labor_supplied] = bfw_mlogit();
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CONTAINER NAME: mp_wages Scalars
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i idx value
_ ___ ______
C011 1 1 2.1604
C012 2 2 5.6589
C013 3 3 5.8023
C111 4 4 4.5245
C112 5 5 5.4146
C113 6 6 8.0437
BFW_SUPPLY_LEVELS_BF18;it_supplier_group=1;SNW_MP_CONTROL=;C011;time=;G01;fl_wage=2.1604
Supply data;potwrker=0.85421;shrmarid=0.87768;shrufive=0.54077;applianc=0.95588;jobscrys=0.613
BFW_SUPPLY_LEVELS_BF18;it_supplier_group=1;SNW_MP_CONTROL=;C012;time=;G01;fl_wage=5.6589
Supply data;potwrker=0.85421;shrmarid=0.87768;shrufive=0.54077;applianc=0.95588;jobscrys=0.613
BFW_SUPPLY_LEVELS_BF18;it_supplier_group=1;SNW_MP_CONTROL=;C013;time=;G01;fl_wage=5.8023
Supply data;potwrker=0.85421;shrmarid=0.87768;shrufive=0.54077;applianc=0.95588;jobscrys=0.613
BFW_SUPPLY_LEVELS_BF18;it_supplier_group=2;SNW_MP_CONTROL=;C111;time=;G11;fl_wage=4.5245
Supply data;potwrker=1.8792;shrmarid=0.9391;shrufive=0.54027;applianc=0.93209;jobscrys=0.613
BFW_SUPPLY_LEVELS_BF18;it_supplier_group=2;SNW_MP_CONTROL=;C112;time=;G11;fl_wage=5.4146
Supply data;potwrker=1.8792;shrmarid=0.9391;shrufive=0.54027;applianc=0.93209;jobscrys=0.613
BFW_SUPPLY_LEVELS_BF18;it_supplier_group=2;SNW_MP_CONTROL=;C113;time=;G11;fl_wage=8.0437
Supply data;potwrker=1.8792;shrmarid=0.9391;shrufive=0.54027;applianc=0.93209;jobscrys=0.613
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CONTAINER NAME: mp_fl_labor_occprbty Scalars
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i idx value
_ ___ ________
C011 1 1 0.015821
C012 2 2 0.12787
C013 3 3 0.36854
C111 4 4 0.097357
C112 5 5 0.17795
C113 6 6 0.65443
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CONTAINER NAME: mp_fl_labor_supplied Scalars
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i idx value
_ ___ ________
C011 1 1 0.013514
C012 2 2 0.10923
C013 3 3 0.31481
C111 4 4 0.18296
C112 5 5 0.33441
C113 6 6 1.2298
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CONTAINER NAME: mp_fl_labor_supplied_3v0f Scalars
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i idx value
_ ___ ________
C011 1 1 0.013514
C012 2 2 0.10923
C013 3 3 0.31481
C111 4 4 0.18296
C112 5 5 0.33441
C113 6 6 1.2298
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CONTAINER NAME: mp_fc_labor_occprbty_3v0f Functions
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i idx functionString
___ ___ ____________________________________________________________________________________
C011 "1" "1" "@(w1,w2,w3)fc_ar_prob_wrk(fl_psi0_manual,psi1,w1,fc_prob_denom_wage(w1,w2,w3))"
C012 "2" "2" "@(w1,w2,w3)fc_ar_prob_wrk(fl_psi0_routine,psi1,w2,fc_prob_denom_wage(w1,w2,w3))"
C013 "3" "3" "@(w1,w2,w3)fc_ar_prob_wrk(fl_psi0_analytical,psi1,w3,fc_prob_denom_wage(w1,w2,w3))"
C111 "4" "4" "@(w1,w2,w3)fc_ar_prob_wrk(fl_psi0_manual,psi1,w1,fc_prob_denom_wage(w1,w2,w3))"
C112 "5" "5" "@(w1,w2,w3)fc_ar_prob_wrk(fl_psi0_routine,psi1,w2,fc_prob_denom_wage(w1,w2,w3))"
C113 "6" "6" "@(w1,w2,w3)fc_ar_prob_wrk(fl_psi0_analytical,psi1,w3,fc_prob_denom_wage(w1,w2,w3))"
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CONTAINER NAME: mp_fc_labor_supplied_3v0f Functions
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i idx functionString
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C011 "1" "1" "@(w1,w2,w3)fc_supply(fl_potwrklei_potwrker,fc_labor_occprbty_3v0f(w1,w2,w3))"
C012 "2" "2" "@(w1,w2,w3)fc_supply(fl_potwrklei_potwrker,fc_labor_occprbty_3v0f(w1,w2,w3))"
C013 "3" "3" "@(w1,w2,w3)fc_supply(fl_potwrklei_potwrker,fc_labor_occprbty_3v0f(w1,w2,w3))"
C111 "4" "4" "@(w1,w2,w3)fc_supply(fl_potwrklei_potwrker,fc_labor_occprbty_3v0f(w1,w2,w3))"
C112 "5" "5" "@(w1,w2,w3)fc_supply(fl_potwrklei_potwrker,fc_labor_occprbty_3v0f(w1,w2,w3))"
C113 "6" "6" "@(w1,w2,w3)fc_supply(fl_potwrklei_potwrker,fc_labor_occprbty_3v0f(w1,w2,w3))"
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CONTAINER NAME: mp_fc_labor_occprbty_1v2f Functions
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i idx functionString
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C011 "1" "1" "@(wage)fc_ar_prob_wrk(fl_psi0_manual,psi1,wage,fc_prob_denom_wage(wage,fl_w2,fl_w3))"
C012 "2" "2" "@(wage)fc_ar_prob_wrk(fl_psi0_routine,psi1,wage,fc_prob_denom_wage(fl_w1,wage,fl_w3))"
C013 "3" "3" "@(wage)fc_ar_prob_wrk(fl_psi0_analytical,psi1,wage,fc_prob_denom_wage(fl_w1,fl_w2,wage))"
C111 "4" "4" "@(wage)fc_ar_prob_wrk(fl_psi0_manual,psi1,wage,fc_prob_denom_wage(wage,fl_w2,fl_w3))"
C112 "5" "5" "@(wage)fc_ar_prob_wrk(fl_psi0_routine,psi1,wage,fc_prob_denom_wage(fl_w1,wage,fl_w3))"
C113 "6" "6" "@(wage)fc_ar_prob_wrk(fl_psi0_analytical,psi1,wage,fc_prob_denom_wage(fl_w1,fl_w2,wage))"
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CONTAINER NAME: mp_fc_labor_supplied_1v2f Functions
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i idx functionString
___ ___ ______________________________________________________________________
C011 "1" "1" "@(wage)fc_supply(fl_potwrklei_potwrker,fc_labor_occprbty_1v2f(wage))"
C012 "2" "2" "@(wage)fc_supply(fl_potwrklei_potwrker,fc_labor_occprbty_1v2f(wage))"
C013 "3" "3" "@(wage)fc_supply(fl_potwrklei_potwrker,fc_labor_occprbty_1v2f(wage))"
C111 "4" "4" "@(wage)fc_supply(fl_potwrklei_potwrker,fc_labor_occprbty_1v2f(wage))"
C112 "5" "5" "@(wage)fc_supply(fl_potwrklei_potwrker,fc_labor_occprbty_1v2f(wage))"
C113 "6" "6" "@(wage)fc_supply(fl_potwrklei_potwrker,fc_labor_occprbty_1v2f(wage))"
1.2 Visualize Supply Curves Different Years
% 1. Print and Graph options
bl_verbose = false;
bl_graph = true;
ar_it_prob_or_quant = [1];
% 2. Get Parameters and data
bl_log_wage = true;
bl_verbose_nest = false;
% Get Parameters
mp_params = bfw_mp_param_esti(bl_log_wage);
mp_param_aux = bfw_mp_param_aux(bl_verbose_nest);
mp_params = [mp_params ; mp_param_aux];
% Get Data
mp_data = bfw_mp_data(bl_verbose_nest);
% Get Functions
mp_func = bfw_mp_func_supply(bl_log_wage, bl_verbose_nest);
% Get Controls
mp_controls = bfw_mp_control();
% 3. Data from which year, only integer year value allowed
% ar_it_data_year = [1989 1994 2000 2008 2014];
ar_it_data_year = [1989 2000 2014];
for it_data_year=ar_it_data_year
% 4. Which categories to obtain data from, there are 12 possible
% For non-college equilibrium, six wages, three female, three males
% gen_occ = gender occupation
for bl_skilled = [false true]
if (bl_skilled)
mt_st_gen_occ_categories = [...
"C011", "C012", "C013"; ...
"C111", "C112", "C113"];
else
mt_st_gen_occ_categories = [...
"C001", "C002", "C003"; ...
"C101", "C102", "C103"];
end
% 5. Array of wages, at most, since there are six nests, there are 12
% prices possible. And there are 12 quantity supplies possible, coming
% from four tyeps of workers, each supply 3 + home categories.
mp_wages = containers.Map('KeyType', 'char', 'ValueType', 'any');
% Obtain some equilibrium wage data as testing inputs
mp_path = bfw_mp_path();
spt_codem_data = mp_path('spt_codem_data');
tb_data_pq = mp_data('tb_data_pq');
tb_data_pq = tb_data_pq(:, ["year", "category", "numberWorkers", "meanWage"]);
ar_st_gen_occ_categories = mt_st_gen_occ_categories(:)';
for st_gen_occ=ar_st_gen_occ_categories
tb_gen_occ_over_years = tb_data_pq(strcmp(tb_data_pq.category, st_gen_occ),:);
fl_wage_one_year = tb_gen_occ_over_years(tb_gen_occ_over_years.year == (it_data_year), :);
mp_wages(st_gen_occ) = fl_wage_one_year{1, "meanWage"};
end
% Print Wages
% ff_container_map_display(mp_wages);
% Get date offset
params_group = values(mp_data, {'date_esti_offset'});
[date_esti_offset] = params_group{:};
% Run function
[mp_fl_labor_occprbty,mp_fl_labor_supplied] = bfw_mlogit(...
mp_params, mp_data, mp_func, mp_controls, ...
mt_st_gen_occ_categories, it_data_year - date_esti_offset, mp_wages, ...
bl_verbose, bl_graph, ...
ar_it_prob_or_quant);
end
end
