From 619f6e5fbd3571052c626284de53b90cfa78b07f Mon Sep 17 00:00:00 2001 From: MaxBlesch Date: Thu, 30 Mar 2023 16:10:06 +0200 Subject: [PATCH 1/3] Heterogenous disutility. --- soepy/pre_processing/model_processing.py | 15 ++-- soepy/shared/shared_auxiliary.py | 32 +++++-- soepy/test/random_init.py | 28 ++++-- .../test/resources/regression_vault.soepy.pkl | Bin 660766 -> 680349 bytes soepy/test/resources/update_vault.py | 80 ++++++++++++++++-- soepy/test/test_childless.py | 19 +++-- 6 files changed, 139 insertions(+), 35 deletions(-) diff --git a/soepy/pre_processing/model_processing.py b/soepy/pre_processing/model_processing.py index fbe9a8d..5266d3e 100644 --- a/soepy/pre_processing/model_processing.py +++ b/soepy/pre_processing/model_processing.py @@ -98,11 +98,16 @@ def group_parameters(model_params_dict_expanded): dtype=float, ) - for key_ in list(model_params_dict_expanded["disutil_work"].keys()): - if "child" in key_: - model_params_dict_flat[key_] = model_params_dict_expanded["disutil_work"][ - key_ - ] + for i in ["child_0_2_", "child_3_5_", "child_6_10_"]: + for j in ["f", "p"]: + model_params_dict_flat[i + j] = np.array( + [ + model_params_dict_expanded["disutil_work"][i + j + "_educ_low"], + model_params_dict_expanded["disutil_work"][i + j + "_educ_middle"], + model_params_dict_expanded["disutil_work"][i + j + "_educ_high"], + ], + dtype=float, + ) for i in ["no", "yes"]: for j in ["f", "p"]: diff --git a/soepy/shared/shared_auxiliary.py b/soepy/shared/shared_auxiliary.py index 17ec500..bad6700 100644 --- a/soepy/shared/shared_auxiliary.py +++ b/soepy/shared/shared_auxiliary.py @@ -93,9 +93,11 @@ def calculate_log_wage_systematic( @numba.guvectorize( - ["f8[:],f8[:],f8[:],f8[:],f8[:],f8[:],f8,f8,f8,f8,f8,f8,i8[:], f8, f8[:], f8[:]"], + [ + "f8[:],f8[:],f8[:],f8[:],f8[:],f8[:],f8[:],f8[:],f8[:],f8[:],f8[:],f8[:],i8[:], f8, f8[:], f8[:]" + ], "(num_unobs_types),(num_unobs_types), (num_edu_types),(num_edu_types)," - "(num_edu_types),(num_edu_types), (),(),(),(),(),(),(num_state_vars)," + "(num_edu_types),(num_edu_types), (num_edu_types),(num_edu_types),(num_edu_types),(num_edu_types),(num_edu_types),(num_edu_types),(num_state_vars)," "(),(num_choices)->(num_choices)", nopython=True, target="cpu", @@ -129,24 +131,36 @@ def calculate_non_consumption_utility( non_consumption_utility_state[2] += no_kids_f[educ_level] elif child_bin == 1: non_consumption_utility_state[1] += ( - yes_kids_f[educ_level] + yes_kids_p[educ_level] + child_0_2_f + child_0_2_p + yes_kids_f[educ_level] + + yes_kids_p[educ_level] + + child_0_2_f[educ_level] + + child_0_2_p[educ_level] ) - non_consumption_utility_state[2] += yes_kids_f[educ_level] + child_0_2_f + non_consumption_utility_state[2] += ( + yes_kids_f[educ_level] + child_0_2_f[educ_level] + ) elif child_bin == 2: non_consumption_utility_state[1] += ( - yes_kids_f[educ_level] + yes_kids_p[educ_level] + child_3_5_f + child_3_5_p + yes_kids_f[educ_level] + + yes_kids_p[educ_level] + + child_3_5_f[educ_level] + + child_3_5_p[educ_level] + ) + non_consumption_utility_state[2] += ( + yes_kids_f[educ_level] + child_3_5_f[educ_level] ) - non_consumption_utility_state[2] += yes_kids_f[educ_level] + child_3_5_f elif child_bin == 3: non_consumption_utility_state[1] += ( yes_kids_f[educ_level] + yes_kids_p[educ_level] - + child_6_10_f - + child_6_10_p + + child_6_10_f[educ_level] + + child_6_10_p[educ_level] + ) + non_consumption_utility_state[2] += ( + yes_kids_f[educ_level] + child_6_10_f[educ_level] ) - non_consumption_utility_state[2] += yes_kids_f[educ_level] + child_6_10_f else: # Mothers with kids older than 10 only get fixed disutility non_consumption_utility_state[1] += ( yes_kids_f[educ_level] + yes_kids_p[educ_level] diff --git a/soepy/test/random_init.py b/soepy/test/random_init.py index 378be64..d8fbde4 100644 --- a/soepy/test/random_init.py +++ b/soepy/test/random_init.py @@ -192,10 +192,16 @@ def random_init(constr=None): model_params_init_dict["yes_kids_f_educ_low"], model_params_init_dict["yes_kids_f_educ_middle"], model_params_init_dict["yes_kids_f_educ_high"], - model_params_init_dict["child_0_2_f"], - model_params_init_dict["child_3_5_f"], - model_params_init_dict["child_6_10_f"], - ) = np.random.uniform(0.001, 0.2, 9).tolist() + model_params_init_dict["child_0_2_f_educ_high"], + model_params_init_dict["child_3_5_f_educ_high"], + model_params_init_dict["child_6_10_f_educ_high"], + model_params_init_dict["child_0_2_f_educ_middle"], + model_params_init_dict["child_3_5_f_educ_middle"], + model_params_init_dict["child_6_10_f_educ_middle"], + model_params_init_dict["child_0_2_f_educ_low"], + model_params_init_dict["child_3_5_f_educ_low"], + model_params_init_dict["child_6_10_f_educ_low"], + ) = np.random.uniform(0.001, 0.2, 15).tolist() ( model_params_init_dict["no_kids_p_educ_low"], @@ -204,10 +210,16 @@ def random_init(constr=None): model_params_init_dict["yes_kids_p_educ_low"], model_params_init_dict["yes_kids_p_educ_middle"], model_params_init_dict["yes_kids_p_educ_high"], - model_params_init_dict["child_0_2_p"], - model_params_init_dict["child_3_5_p"], - model_params_init_dict["child_6_10_p"], - ) = np.random.uniform(-1.5, -0.001, 9).tolist() + model_params_init_dict["child_0_2_p_educ_high"], + model_params_init_dict["child_3_5_p_educ_high"], + model_params_init_dict["child_6_10_p_educ_high"], + model_params_init_dict["child_0_2_p_educ_middle"], + model_params_init_dict["child_3_5_p_educ_middle"], + model_params_init_dict["child_6_10_p_educ_middle"], + model_params_init_dict["child_0_2_p_educ_low"], + model_params_init_dict["child_3_5_p_educ_low"], + model_params_init_dict["child_6_10_p_educ_low"], + ) = np.random.uniform(-1.5, -0.001, 15).tolist() model_params_init_dict["delta"] = np.random.uniform(0.8, 0.99) model_params_init_dict["mu"] = np.random.uniform(-0.7, -0.4) diff --git a/soepy/test/resources/regression_vault.soepy.pkl 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gpDrzQxfwcB+|ri$*zc!mg)vmEHesqZa4_WiKl7qqa{vGU diff --git a/soepy/test/resources/update_vault.py b/soepy/test/resources/update_vault.py index 0709965..6cb33d6 100644 --- a/soepy/test/resources/update_vault.py +++ b/soepy/test/resources/update_vault.py @@ -30,6 +30,74 @@ def update_sim_objectes(): expected_df_unbiased, ) = tests_sim_func[i] + random_model_params_df.loc[ + ("disutil_work", "child_0_2_f_educ_high"), : + ] = random_model_params_df.loc[("disutil_work", "child_0_2_f"), :] + random_model_params_df.loc[ + ("disutil_work", "child_0_2_p_educ_high"), : + ] = random_model_params_df.loc[("disutil_work", "child_0_2_p"), :] + random_model_params_df.loc[ + ("disutil_work", "child_3_5_f_educ_high"), : + ] = random_model_params_df.loc[("disutil_work", "child_3_5_f"), :] + random_model_params_df.loc[ + ("disutil_work", "child_3_5_p_educ_high"), : + ] = random_model_params_df.loc[("disutil_work", "child_3_5_p"), :] + random_model_params_df.loc[ + ("disutil_work", "child_6_10_f_educ_high"), : + ] = random_model_params_df.loc[("disutil_work", "child_6_10_f"), :] + random_model_params_df.loc[ + ("disutil_work", "child_6_10_p_educ_high"), : + ] = random_model_params_df.loc[("disutil_work", "child_6_10_p"), :] + random_model_params_df.loc[ + ("disutil_work", "child_0_2_f_educ_middle"), : + ] = random_model_params_df.loc[("disutil_work", "child_0_2_f"), :] + random_model_params_df.loc[ + ("disutil_work", "child_0_2_p_educ_middle"), : + ] = random_model_params_df.loc[("disutil_work", "child_0_2_p"), :] + random_model_params_df.loc[ + ("disutil_work", "child_3_5_f_educ_middle"), : + ] = random_model_params_df.loc[("disutil_work", "child_3_5_f"), :] + random_model_params_df.loc[ + ("disutil_work", "child_3_5_p_educ_middle"), : + ] = random_model_params_df.loc[("disutil_work", "child_3_5_p"), :] + random_model_params_df.loc[ + ("disutil_work", "child_6_10_f_educ_middle"), : + ] = random_model_params_df.loc[("disutil_work", "child_6_10_f"), :] + random_model_params_df.loc[ + ("disutil_work", "child_6_10_p_educ_middle"), : + ] = random_model_params_df.loc[("disutil_work", "child_6_10_p"), :] + random_model_params_df.loc[ + ("disutil_work", "child_0_2_f_educ_low"), : + ] = random_model_params_df.loc[("disutil_work", "child_0_2_f"), :] + random_model_params_df.loc[ + ("disutil_work", "child_0_2_p_educ_low"), : + ] = random_model_params_df.loc[("disutil_work", "child_0_2_p"), :] + random_model_params_df.loc[ + ("disutil_work", "child_3_5_f_educ_low"), : + ] = random_model_params_df.loc[("disutil_work", "child_3_5_f"), :] + random_model_params_df.loc[ + ("disutil_work", "child_3_5_p_educ_low"), : + ] = random_model_params_df.loc[("disutil_work", "child_3_5_p"), :] + random_model_params_df.loc[ + ("disutil_work", "child_6_10_f_educ_low"), : + ] = random_model_params_df.loc[("disutil_work", "child_6_10_f"), :] + random_model_params_df.loc[ + ("disutil_work", "child_6_10_p_educ_low"), : + ] = random_model_params_df.loc[("disutil_work", "child_6_10_p"), :] + + random_model_params_df.drop(index=("disutil_work", "child_0_2_f"), inplace=True) + random_model_params_df.drop(index=("disutil_work", "child_0_2_p"), inplace=True) + random_model_params_df.drop(index=("disutil_work", "child_3_5_f"), inplace=True) + random_model_params_df.drop(index=("disutil_work", "child_3_5_p"), inplace=True) + random_model_params_df.drop( + index=("disutil_work", "child_6_10_f"), inplace=True + ) + random_model_params_df.drop( + index=("disutil_work", "child_6_10_p"), inplace=True + ) + + random_model_params_df.sort_index(inplace=True) + exog_educ_shares.to_pickle("test.soepy.educ.shares.pkl") exog_child_age_shares.to_pickle("test.soepy.child.age.shares.pkl") exog_child_info.to_pickle("test.soepy.child.pkl") @@ -39,10 +107,10 @@ def update_sim_objectes(): exog_partner_arrival_info.to_pickle("test.soepy.partner.arrival.pkl") exog_partner_separation_info.to_pickle("test.soepy.partner.separation.pkl") - calculated_df_sim = simulate(random_model_params_df, model_spec_init_dict) - unbiased_calc_df = simulate( - random_model_params_df, model_spec_init_dict, is_expected=False - ) + # calculated_df_sim = simulate(random_model_params_df, model_spec_init_dict) + # unbiased_calc_df = simulate( + # random_model_params_df, model_spec_init_dict, is_expected=False + # ) vault[i] = ( model_spec_init_dict, @@ -55,8 +123,8 @@ def update_sim_objectes(): exog_child_info, exog_partner_arrival_info, exog_partner_separation_info, - calculated_df_sim.reset_index().sum(axis=0), - unbiased_calc_df.reset_index().sum(axis=0), + expected_df, + expected_df_unbiased, ) with open(vault_file, "wb") as file: diff --git a/soepy/test/test_childless.py b/soepy/test/test_childless.py index 97e8713..e444ce3 100644 --- a/soepy/test/test_childless.py +++ b/soepy/test/test_childless.py @@ -69,16 +69,21 @@ def input_data(): ) params_ind_list = [ - ("disutil_work", "yes_kids_f_educ_middle"), - ("disutil_work", "yes_kids_p_educ_middle"), - ("disutil_work", "yes_kids_p_educ_low"), - ("disutil_work", "yes_kids_p_educ_high"), - ("disutil_work", "child_0_2_f"), - ("disutil_work", "child_3_5_f"), + ("disutil_work", "yes_kids_f_educ_"), + ("disutil_work", "yes_kids_p_educ_"), + ("disutil_work", "child_0_2_f_educ_"), + ("disutil_work", "child_3_5_f_educ_"), + ("disutil_work", "child_6_10_f_educ_"), + ("disutil_work", "child_0_2_p_educ_"), + ("disutil_work", "child_3_5_p_educ_"), + ("disutil_work", "child_6_10_p_educ_"), ] for param_ind in params_ind_list: - model_params_df.loc[param_ind, "value"] *= factor + for educ in ["low", "middle", "high"]: + model_params_df.loc[ + (param_ind[0], param_ind[1] + educ), "value" + ] *= factor model_spec = read_model_spec_init(model_spec_init_dict, model_params_df) From 97f661e058efb66f31307c3ce22dd8a78eb10883 Mon Sep 17 00:00:00 2001 From: MaxBlesch Date: Thu, 30 Mar 2023 16:19:28 +0200 Subject: [PATCH 2/3] Updated u update vault. --- soepy/test/resources/update_vault.py | 76 ++-------------------------- 1 file changed, 4 insertions(+), 72 deletions(-) diff --git a/soepy/test/resources/update_vault.py b/soepy/test/resources/update_vault.py index 6cb33d6..96a0ac5 100644 --- a/soepy/test/resources/update_vault.py +++ b/soepy/test/resources/update_vault.py @@ -30,74 +30,6 @@ def update_sim_objectes(): expected_df_unbiased, ) = tests_sim_func[i] - random_model_params_df.loc[ - ("disutil_work", "child_0_2_f_educ_high"), : - ] = random_model_params_df.loc[("disutil_work", "child_0_2_f"), :] - random_model_params_df.loc[ - ("disutil_work", "child_0_2_p_educ_high"), : - ] = random_model_params_df.loc[("disutil_work", "child_0_2_p"), :] - random_model_params_df.loc[ - ("disutil_work", "child_3_5_f_educ_high"), : - ] = random_model_params_df.loc[("disutil_work", "child_3_5_f"), :] - random_model_params_df.loc[ - ("disutil_work", "child_3_5_p_educ_high"), : - ] = random_model_params_df.loc[("disutil_work", "child_3_5_p"), :] - random_model_params_df.loc[ - ("disutil_work", "child_6_10_f_educ_high"), : - ] = random_model_params_df.loc[("disutil_work", "child_6_10_f"), :] - random_model_params_df.loc[ - ("disutil_work", "child_6_10_p_educ_high"), : - ] = random_model_params_df.loc[("disutil_work", "child_6_10_p"), :] - random_model_params_df.loc[ - ("disutil_work", "child_0_2_f_educ_middle"), : - ] = random_model_params_df.loc[("disutil_work", "child_0_2_f"), :] - random_model_params_df.loc[ - ("disutil_work", "child_0_2_p_educ_middle"), : - ] = random_model_params_df.loc[("disutil_work", "child_0_2_p"), :] - random_model_params_df.loc[ - ("disutil_work", "child_3_5_f_educ_middle"), : - ] = random_model_params_df.loc[("disutil_work", "child_3_5_f"), :] - random_model_params_df.loc[ - ("disutil_work", "child_3_5_p_educ_middle"), : - ] = random_model_params_df.loc[("disutil_work", "child_3_5_p"), :] - random_model_params_df.loc[ - ("disutil_work", "child_6_10_f_educ_middle"), : - ] = random_model_params_df.loc[("disutil_work", "child_6_10_f"), :] - random_model_params_df.loc[ - ("disutil_work", "child_6_10_p_educ_middle"), : - ] = random_model_params_df.loc[("disutil_work", "child_6_10_p"), :] - random_model_params_df.loc[ - ("disutil_work", "child_0_2_f_educ_low"), : - ] = random_model_params_df.loc[("disutil_work", "child_0_2_f"), :] - random_model_params_df.loc[ - ("disutil_work", "child_0_2_p_educ_low"), : - ] = random_model_params_df.loc[("disutil_work", "child_0_2_p"), :] - random_model_params_df.loc[ - ("disutil_work", "child_3_5_f_educ_low"), : - ] = random_model_params_df.loc[("disutil_work", "child_3_5_f"), :] - random_model_params_df.loc[ - ("disutil_work", "child_3_5_p_educ_low"), : - ] = random_model_params_df.loc[("disutil_work", "child_3_5_p"), :] - random_model_params_df.loc[ - ("disutil_work", "child_6_10_f_educ_low"), : - ] = random_model_params_df.loc[("disutil_work", "child_6_10_f"), :] - random_model_params_df.loc[ - ("disutil_work", "child_6_10_p_educ_low"), : - ] = random_model_params_df.loc[("disutil_work", "child_6_10_p"), :] - - random_model_params_df.drop(index=("disutil_work", "child_0_2_f"), inplace=True) - random_model_params_df.drop(index=("disutil_work", "child_0_2_p"), inplace=True) - random_model_params_df.drop(index=("disutil_work", "child_3_5_f"), inplace=True) - random_model_params_df.drop(index=("disutil_work", "child_3_5_p"), inplace=True) - random_model_params_df.drop( - index=("disutil_work", "child_6_10_f"), inplace=True - ) - random_model_params_df.drop( - index=("disutil_work", "child_6_10_p"), inplace=True - ) - - random_model_params_df.sort_index(inplace=True) - exog_educ_shares.to_pickle("test.soepy.educ.shares.pkl") exog_child_age_shares.to_pickle("test.soepy.child.age.shares.pkl") exog_child_info.to_pickle("test.soepy.child.pkl") @@ -107,10 +39,10 @@ def update_sim_objectes(): exog_partner_arrival_info.to_pickle("test.soepy.partner.arrival.pkl") exog_partner_separation_info.to_pickle("test.soepy.partner.separation.pkl") - # calculated_df_sim = simulate(random_model_params_df, model_spec_init_dict) - # unbiased_calc_df = simulate( - # random_model_params_df, model_spec_init_dict, is_expected=False - # ) + calculated_df_sim = simulate(random_model_params_df, model_spec_init_dict) + unbiased_calc_df = simulate( + random_model_params_df, model_spec_init_dict, is_expected=False + ) vault[i] = ( model_spec_init_dict, From bb4a4f2e6490d52968b1581c62ccf4ce7c7ee8b9 Mon Sep 17 00:00:00 2001 From: MaxBlesch Date: Thu, 30 Mar 2023 16:20:13 +0200 Subject: [PATCH 3/3] Updated u update vault. --- soepy/test/resources/update_vault.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/soepy/test/resources/update_vault.py b/soepy/test/resources/update_vault.py index 96a0ac5..0709965 100644 --- a/soepy/test/resources/update_vault.py +++ b/soepy/test/resources/update_vault.py @@ -55,8 +55,8 @@ def update_sim_objectes(): exog_child_info, exog_partner_arrival_info, exog_partner_separation_info, - expected_df, - expected_df_unbiased, + calculated_df_sim.reset_index().sum(axis=0), + unbiased_calc_df.reset_index().sum(axis=0), ) with open(vault_file, "wb") as file: