diff --git a/activitysim/estimation/larch/general.py b/activitysim/estimation/larch/general.py index 5730e96faa..8c0c294f82 100644 --- a/activitysim/estimation/larch/general.py +++ b/activitysim/estimation/larch/general.py @@ -325,13 +325,20 @@ def apply_coefficients(coefficients, model, minimum=None, maximum=None): explicit_value_parameters(model) for i in coefficients.itertuples(): if i.Index in model: + holdfast = (i.constrain == "T") + if holdfast: + minimum_ = i.value + maximum_ = i.value + else: + minimum_ = minimum + maximum_ = maximum model.set_value( i.Index, value=i.value, initvalue=i.value, - holdfast=(i.constrain == "T"), - minimum=minimum, - maximum=maximum, + holdfast=holdfast, + minimum=minimum_, + maximum=maximum_, ) diff --git a/activitysim/estimation/larch/location_choice.py b/activitysim/estimation/larch/location_choice.py index 6ee8c32053..5188737c26 100644 --- a/activitysim/estimation/larch/location_choice.py +++ b/activitysim/estimation/larch/location_choice.py @@ -231,7 +231,7 @@ def _read_csv(filename, **kwargs): if size_spec.loc[i, q] != 0 ) - apply_coefficients(coefficients, m) + apply_coefficients(coefficients, m, minimum=-25, maximum=25) apply_coefficients(size_coef, m, minimum=-6, maximum=6) m.choice_co_code = "override_choice" diff --git a/activitysim/estimation/test/test_larch_estimation.py b/activitysim/estimation/test/test_larch_estimation.py index af124a9fdc..d90c51551c 100644 --- a/activitysim/estimation/test/test_larch_estimation.py +++ b/activitysim/estimation/test/test_larch_estimation.py @@ -2,50 +2,43 @@ import pandas as pd import pytest import subprocess +import tempfile from activitysim.cli.create import get_example @pytest.fixture(scope="module") def est_data(): - # !activitysim create -e example_estimation_sf -d _test_est - if os.path.exists("_test_est"): - retain_test_data = True - else: - retain_test_data = False - get_example("example_estimation_sf", "_test_est") - - # %cd _test_est + cwd = os.getcwd() + tempdir = tempfile.TemporaryDirectory() + os.chdir(tempdir.name) + + get_example("example_estimation_sf", "_test_est") os.chdir("_test_est") # !activitysim run -c configs_estimation/configs -c configs -o output -d data_sf - if not retain_test_data: - print(f"List of files now in {os.getcwd()}") - subprocess.run(["find", "."]) - print(f"\n\nrunning activitysim estimation mode in {os.getcwd()}") - subprocess.run( - [ - "activitysim", - "run", - "-c", - "configs_estimation/configs", - "-c", - "configs", - "-o", - "output", - "-d", - "data_sf", - ], - ) - else: - print(f"reusing existing data in {os.getcwd()}") + print(f"List of files now in {os.getcwd()}") + subprocess.run(["find", "."]) + print(f"\n\nrunning activitysim estimation mode in {os.getcwd()}") + subprocess.run( + [ + "activitysim", + "run", + "-c", + "configs_estimation/configs", + "-c", + "configs", + "-o", + "output", + "-d", + "data_sf", + ], + ) yield os.getcwd() os.chdir(cwd) - # if not retain_test_data: - # os.remove("_test_est") def _regression_check(dataframe_regression, df, basename=None): @@ -54,7 +47,7 @@ def _regression_check(dataframe_regression, df, basename=None): # pandas 1.3 handles int8 dtypes as actual numbers, so holdfast needs to be dropped manually # we're dropping it not adding to the regression check so older pandas will also work. basename=basename, - default_tolerance=dict(atol=1e-6, rtol=1e-2) + default_tolerance=dict(atol=1e-6, rtol=5e-2) # set a little loose, as there is sometimes a little variance in these # results when switching backend implementations. ) @@ -100,7 +93,7 @@ def test_location_model(est_data, num_regression, dataframe_regression, name, me m, data = component_model(name, return_data=True) m.load_data() loglike_prior = m.loglike() - r = m.maximize_loglike(method=method) + r = m.maximize_loglike(method=method, options={'maxiter': 1000}) num_regression.check( {"loglike_prior": loglike_prior, "loglike_converge": r.loglike}, basename=f"test_loc_{name}_loglike", @@ -112,7 +105,7 @@ def test_location_model(est_data, num_regression, dataframe_regression, name, me dataframe_regression.check( size_spec, basename=f"test_loc_{name}_size_spec", - default_tolerance=dict(atol=1e-6, rtol=1e-2) + default_tolerance=dict(atol=1e-6, rtol=5e-2) # set a little loose, as there is sometimes a little variance in these # results when switching backend implementations. ) diff --git a/activitysim/estimation/test/test_larch_estimation/test_cdap_model.csv b/activitysim/estimation/test/test_larch_estimation/test_cdap_model.csv index 9f1ed2c0b9..2ce2d1807a 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_cdap_model.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_cdap_model.csv @@ -1,162 +1,162 @@ ,value,initvalue,nullvalue,minimum,maximum,best -coef_UNAVAILABLE,-999,-999,0,,,-999 -coef_child_who_is_in_school_or_too_young_for_school_interaction_with_off_peak_accessibility_to_retail_N,0.85692977701746131,0.08233,0,,,0.85692977701746131 -coef_driving_age_child_who_is_in_school_asc_M,0.73848047024193442,2.3309186849999999,0,,,0.73848047024193442 -coef_driving_age_child_who_is_in_school_asc_N,-8.9308856974445003,-0.59911911200000001,0,,,-8.9308856974445003 -coef_driving_age_child_who_is_in_school_interaction_income_between_50k_and_100k_H,-0.93853079453000321,-0.50309999999999999,0,,,-0.93853079453000321 -coef_driving_age_child_who_is_in_school_interaction_with_fewer_cars_than_workers_H,0.40884771331517356,0.64749999999999996,0,,,0.40884771331517356 -coef_driving_age_child_who_is_in_school_interaction_with_income_more_than_100k_H,-1.7505782055016483,-2.0459999999999998,0,,,-1.7505782055016483 -coef_driving_age_child_who_is_in_school_interaction_with_less_than_20k_H,0.45641220724417902,1.3069999999999999,0,,,0.45641220724417902 -coef_full_time_worker_asc_M,1.0349871512892113,1.3787345790000001,0,,,1.0349871512892113 -coef_full_time_worker_asc_N,0.74205343517289324,0.62266239099999998,0,,,0.74205343517289324 -coef_full_time_worker_interaction_with_age_less_than_40_M,0.43851597570524226,0.20910000000000001,0,,,0.43851597570524226 -coef_full_time_worker_interaction_with_female_gender_M,0.052938784223519442,-0.12590000000000001,0,,,0.052938784223519442 -coef_full_time_worker_interaction_with_fewer_cars_than_workers_H,0.41848366806395032,0.50390000000000001,0,,,0.41848366806395032 -coef_full_time_worker_interaction_with_income_less_than_20k_H,0.35894137915013946,0.53129999999999999,0,,,0.35894137915013946 -coef_full_time_worker_intraction_with_peak_accessibility_to_all_employment_M,0.14689865715047046,0.1212,0,,,0.14689865715047046 -coef_non_working_adult_asc_N,0.8738722516994869,0.59464538600000005,0,,,0.8738722516994869 +coef_UNAVAILABLE,-999,-999,0,-999,-999,-999 +coef_child_who_is_in_school_or_too_young_for_school_interaction_with_off_peak_accessibility_to_retail_N,0.85692976124501019,0.08233,0,,,0.85692976124501019 +coef_driving_age_child_who_is_in_school_asc_M,0.73848046972910941,2.3309186849999999,0,,,0.73848046972910941 +coef_driving_age_child_who_is_in_school_asc_N,-8.9308855274487637,-0.59911911200000001,0,,,-8.9308855274487637 +coef_driving_age_child_who_is_in_school_interaction_income_between_50k_and_100k_H,-0.93853079335916489,-0.50309999999999999,0,,,-0.93853079335916489 +coef_driving_age_child_who_is_in_school_interaction_with_fewer_cars_than_workers_H,0.4088477129872149,0.64749999999999996,0,,,0.4088477129872149 +coef_driving_age_child_who_is_in_school_interaction_with_income_more_than_100k_H,-1.7505782057913633,-2.0459999999999998,0,,,-1.7505782057913633 +coef_driving_age_child_who_is_in_school_interaction_with_less_than_20k_H,0.45641220632252377,1.3069999999999999,0,,,0.45641220632252377 +coef_full_time_worker_asc_M,1.0349870898895677,1.3787345790000001,0,,,1.0349870898895677 +coef_full_time_worker_asc_N,0.74205343594968753,0.62266239099999998,0,,,0.74205343594968753 +coef_full_time_worker_interaction_with_age_less_than_40_M,0.43851597545706389,0.20910000000000001,0,,,0.43851597545706389 +coef_full_time_worker_interaction_with_female_gender_M,0.052938784327757844,-0.12590000000000001,0,,,0.052938784327757844 +coef_full_time_worker_interaction_with_fewer_cars_than_workers_H,0.41848366916078727,0.50390000000000001,0,,,0.41848366916078727 +coef_full_time_worker_interaction_with_income_less_than_20k_H,0.35894137920266034,0.53129999999999999,0,,,0.35894137920266034 +coef_full_time_worker_intraction_with_peak_accessibility_to_all_employment_M,0.14689866226825507,0.1212,0,,,0.14689866226825507 +coef_non_working_adult_asc_N,0.87387238182319815,0.59464538600000005,0,,,0.87387238182319815 coef_non_working_adult_interaction_with_female_gender_M,-0.74299999999999999,-0.74299999999999999,0,,,-0.74299999999999999 -coef_non_working_adult_interaction_with_fewer_cars_than_workers_H,0.79722787582120169,0.89649999999999996,0,,,0.79722787582120169 -coef_non_working_adult_interaction_with_income_between_50k_and_100k_H,-1.2296785023275603,-0.56020000000000003,0,,,-1.2296785023275603 -coef_non_working_adult_interaction_with_income_more_than_100k_H,-0.68256355003479985,-0.71879999999999999,0,,,-0.68256355003479985 +coef_non_working_adult_interaction_with_fewer_cars_than_workers_H,0.79722787615405288,0.89649999999999996,0,,,0.79722787615405288 +coef_non_working_adult_interaction_with_income_between_50k_and_100k_H,-1.2296785020118925,-0.56020000000000003,0,,,-1.2296785020118925 +coef_non_working_adult_interaction_with_income_more_than_100k_H,-0.68256354997790902,-0.71879999999999999,0,,,-0.68256354997790902 coef_non_working_adult_interaction_with_more_cars_than_workers_M,0.65149999999999997,0.65149999999999997,0,,,0.65149999999999997 -coef_non_working_adult_interaction_with_more_cars_than_workers_N,1.3261941752898625,0.81679999999999997,0,,,1.3261941752898625 +coef_non_working_adult_interaction_with_more_cars_than_workers_N,1.3261941742938397,0.81679999999999997,0,,,1.3261941742938397 coef_non_working_adult_interaction_with_peak_accessibility_to_all_employment_M,0.23139999999999999,0.23139999999999999,0,,,0.23139999999999999 -coef_non_working_adult_retired_or_univ_student_interaction_with_off_peak_accessibility_to_all_employment_N,0.017589221635657244,0.072069999999999995,0,,,0.017589221635657244 -coef_part_time_worker_asc_M,4.9000427008224801,-0.71882373799999999,0,,,4.9000427008224801 -coef_part_time_worker_asc_N,0.65921416363315477,0.63603246700000005,0,,,0.65921416363315477 -coef_part_time_worker_interaction_with_income_between_50k_and_100k_H,0.17186717070391905,-0.4032,0,,,0.17186717070391905 -coef_part_time_worker_interaction_with_income_less_than_20k_H,0.38041904846637736,0.32319999999999999,0,,,0.38041904846637736 -coef_part_time_worker_interaction_with_income_more_than_100k_H,-1.3629298264138578,-0.35339999999999999,0,,,-1.3629298264138578 -coef_part_time_worker_interaction_with_income_more_than_100k_N,0.49250876159003626,0.42070000000000002,0,,,0.49250876159003626 -coef_part_time_worker_interaction_with_peak_accessibility_to_all_employment_M,-0.24708976906667837,0.20039999999999999,0,,,-0.24708976906667837 -coef_pre_driving_age_child_who_is_in_school_asc_M,3.945994130474082,3.295863529,0,,,3.945994130474082 -coef_pre_driving_age_child_who_is_in_school_asc_N,-6.8110613046544151,0.57142433999999998,0,,,-6.8110613046544151 -coef_pre_driving_age_child_who_is_in_school_interaction_with_age_13_to_15_M,-1.5479969899999919,-0.71409999999999996,0,,,-1.5479969899999919 -coef_pre_driving_age_child_who_is_in_school_interaction_with_age_13_to_15_N,-1.1527677541729702,-0.67200000000000004,0,,,-1.1527677541729702 -coef_pre_driving_age_child_who_is_in_school_interaction_with_age_6_to_9_M,-0.67028640138001339,-0.29430000000000001,0,,,-0.67028640138001339 -coef_pre_driving_age_child_who_is_in_school_interaction_with_fewer_cars_than_workers_H,1.1016412308129599,0.58620000000000005,0,,,1.1016412308129599 -coef_pre_driving_age_child_who_is_too_young_for_school_asc_M,0.93761314046650623,1.052531189,0,,,0.93761314046650623 -coef_pre_driving_age_child_who_is_too_young_for_school_asc_N,-8.4726760446910951,-0.83756777599999999,0,,,-8.4726760446910951 -coef_pre_driving_age_child_who_is_too_young_for_school_interaction_with_age_0_to_1_M,-0.94370983234420658,-0.45150000000000001,0,,,-0.94370983234420658 -coef_pre_driving_age_child_who_is_too_young_for_school_interaction_with_age_4_to_5_M,0.2394267774105818,0.61070000000000002,0,,,0.2394267774105818 -coef_pre_driving_age_child_who_is_too_young_for_school_interaction_with_fewer_cars_than_workers_H,-0.062626330418872125,0.50609999999999999,0,,,-0.062626330418872125 -coef_pre_driving_age_child_who_is_too_young_for_school_interaction_with_income_between_50k_and_100k_H,-0.72315508772784753,-0.57079999999999997,0,,,-0.72315508772784753 -coef_pre_driving_age_child_who_is_too_young_for_school_interaction_with_income_more_than_100k_H,-0.78255504206558324,-0.61860000000000004,0,,,-0.78255504206558324 -coef_pre_driving_age_child_who_is_too_young_for_school_interaction_with_more_cars_than_workers_N,0.77202970219614775,0.29909999999999998,0,,,0.77202970219614775 -coef_retired_asc_N,1.5364415252236368,0.408202071,0,,,1.5364415252236368 -coef_retired_interaction_with_age_more_than_80_H,1.1681808204712603,0.76659999999999995,0,,,1.1681808204712603 +coef_non_working_adult_retired_or_univ_student_interaction_with_off_peak_accessibility_to_all_employment_N,0.017589208634449675,0.072069999999999995,0,,,0.017589208634449675 +coef_part_time_worker_asc_M,4.9000426829635204,-0.71882373799999999,0,,,4.9000426829635204 +coef_part_time_worker_asc_N,0.65921416326577464,0.63603246700000005,0,,,0.65921416326577464 +coef_part_time_worker_interaction_with_income_between_50k_and_100k_H,0.17186717026517481,-0.4032,0,,,0.17186717026517481 +coef_part_time_worker_interaction_with_income_less_than_20k_H,0.38041904791748155,0.32319999999999999,0,,,0.38041904791748155 +coef_part_time_worker_interaction_with_income_more_than_100k_H,-1.362929826508287,-0.35339999999999999,0,,,-1.362929826508287 +coef_part_time_worker_interaction_with_income_more_than_100k_N,0.49250876189647425,0.42070000000000002,0,,,0.49250876189647425 +coef_part_time_worker_interaction_with_peak_accessibility_to_all_employment_M,-0.24708976803064769,0.20039999999999999,0,,,-0.24708976803064769 +coef_pre_driving_age_child_who_is_in_school_asc_M,3.9459941307419402,3.295863529,0,,,3.9459941307419402 +coef_pre_driving_age_child_who_is_in_school_asc_N,-6.8110611320385024,0.57142433999999998,0,,,-6.8110611320385024 +coef_pre_driving_age_child_who_is_in_school_interaction_with_age_13_to_15_M,-1.5479969903363138,-0.71409999999999996,0,,,-1.5479969903363138 +coef_pre_driving_age_child_who_is_in_school_interaction_with_age_13_to_15_N,-1.1527677554511755,-0.67200000000000004,0,,,-1.1527677554511755 +coef_pre_driving_age_child_who_is_in_school_interaction_with_age_6_to_9_M,-0.67028640157584041,-0.29430000000000001,0,,,-0.67028640157584041 +coef_pre_driving_age_child_who_is_in_school_interaction_with_fewer_cars_than_workers_H,1.1016412307552537,0.58620000000000005,0,,,1.1016412307552537 +coef_pre_driving_age_child_who_is_too_young_for_school_asc_M,0.93761313981906003,1.052531189,0,,,0.93761313981906003 +coef_pre_driving_age_child_who_is_too_young_for_school_asc_N,-8.4726758731572183,-0.83756777599999999,0,,,-8.4726758731572183 +coef_pre_driving_age_child_who_is_too_young_for_school_interaction_with_age_0_to_1_M,-0.94370983129521369,-0.45150000000000001,0,,,-0.94370983129521369 +coef_pre_driving_age_child_who_is_too_young_for_school_interaction_with_age_4_to_5_M,0.23942677869103898,0.61070000000000002,0,,,0.23942677869103898 +coef_pre_driving_age_child_who_is_too_young_for_school_interaction_with_fewer_cars_than_workers_H,-0.062626330292437762,0.50609999999999999,0,,,-0.062626330292437762 +coef_pre_driving_age_child_who_is_too_young_for_school_interaction_with_income_between_50k_and_100k_H,-0.72315508703120213,-0.57079999999999997,0,,,-0.72315508703120213 +coef_pre_driving_age_child_who_is_too_young_for_school_interaction_with_income_more_than_100k_H,-0.78255504212379234,-0.61860000000000004,0,,,-0.78255504212379234 +coef_pre_driving_age_child_who_is_too_young_for_school_interaction_with_more_cars_than_workers_N,0.77202970270645432,0.29909999999999998,0,,,0.77202970270645432 +coef_retired_asc_N,1.5364416553612539,0.408202071,0,,,1.5364416553612539 +coef_retired_interaction_with_age_more_than_80_H,1.1681808203688446,0.76659999999999995,0,,,1.1681808203688446 coef_retired_interaction_with_female_M,0.47689999999999999,0.47689999999999999,0,,,0.47689999999999999 -coef_retired_interaction_with_fewer_cars_than_workers_H,0.84933419474427174,0.54959999999999998,0,,,0.84933419474427174 -coef_retired_interaction_with_income_less_than_20k_H,0.63470799840009184,0.53299999999999992,0,,,0.63470799840009184 +coef_retired_interaction_with_fewer_cars_than_workers_H,0.84933419475176275,0.54959999999999998,0,,,0.84933419475176275 +coef_retired_interaction_with_income_less_than_20k_H,0.63470799837285252,0.53300000000000003,0,,,0.63470799837285252 coef_retired_interaction_with_more_cars_than_workers_M,2.992,2.992,0,,,2.992 -coef_retired_interaction_with_more_cars_than_workers_N,0.71261516563532357,1.056,0,,,0.71261516563532357 +coef_retired_interaction_with_more_cars_than_workers_N,0.71261516449491702,1.056,0,,,0.71261516449491702 coef_retired_interaction_with_peak_accessibility_to_all_employment_M,0.2792,0.2792,0,,,0.2792 -coef_university_student_asc_M,2.1168963086464583,2.3535951759999998,0,,,2.1168963086464583 -coef_university_student_asc_N,0.80965554234008219,0.609709846,0,,,0.80965554234008219 +coef_university_student_asc_M,2.1168963081096361,2.3535951759999998,0,,,2.1168963081096361 +coef_university_student_asc_N,0.80965567152181694,0.609709846,0,,,0.80965567152181694 -999.0,-999,-999,-999,-999,-999,-999 -coef_H_11,1.4760964660183955,1.6259999999999999,0,,,1.4760964660183955 -coef_H_12,-0.064158229813383746,0.74070000000000003,0,,,-0.064158229813383746 -coef_H_13,1.4932504077492372,1.1830000000000001,0,,,1.4932504077492372 -coef_H_14,1.2067361945477917,0.94359999999999999,0,,,1.2067361945477917 -coef_H_15,0.96634010733488629,1.298,0,,,0.96634010733488629 -coef_H_16,1.5407052930185936,2.0640000000000001,0,,,1.5407052930185936 -coef_H_17,1.4643057546612415,1.5009999999999999,0,,,1.4643057546612415 -coef_H_18,1.2137468767088897,0.99119999999999997,0,,,1.2137468767088897 -coef_H_22,-20.048185497828062,0.8911,0,,,-20.048185497828062 -coef_H_23,0.76133088236220225,1.6419999999999999,0,,,0.76133088236220225 -coef_H_24,0.96591526139976991,0.70569999999999999,0,,,0.96591526139976991 -coef_H_25,-18.390425504024176,0.46299999999999991,0,,,-18.390425504024176 -coef_H_26,4.135826388318101,3.0569999999999999,0,,,4.135826388318101 -coef_H_27,0.40240985821412689,0.76849999999999996,0,,,0.40240985821412689 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-coef_N_12,0.48812407945777514,0.49469999999999997,0,,,0.48812407945777514 -coef_N_13,0.49743796535122775,0.55230000000000001,0,,,0.49743796535122775 -coef_N_14,-0.35982728348292692,0.021860000000000001,0,,,-0.35982728348292692 -coef_N_15,0.36564167375614692,0.3115,0,,,0.36564167375614692 -coef_N_16,0.86415804508554794,0.40949999999999998,0,,,0.86415804508554794 -coef_N_17,-0.15493465173231655,0.6008,0,,,-0.15493465173231655 -coef_N_18,0.061553453411177683,0.75099999999999989,0,,,0.061553453411177683 -coef_N_22,0.7815335308823862,1.032,0,,,0.7815335308823862 -coef_N_23,0.51787026650879908,0.33550000000000002,0,,,0.51787026650879908 -coef_N_24,1.2070103922764617,0.74770000000000003,0,,,1.2070103922764617 -coef_N_25,-0.30432121065740841,0.098309999999999995,0,,,-0.30432121065740841 -coef_N_26,-17.93567973214882,0.495,0,,,-17.93567973214882 -coef_N_27,0.29124572684168704,0.89839999999999998,0,,,0.29124572684168704 -coef_N_28,0.93187705347842598,1.452,0,,,0.93187705347842598 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coef_N_68,1.2729999999999999,1.2729999999999999,0,,,1.2729999999999999 -coef_N_77,2.2686582228334307,1.5530000000000002,0,,,2.2686582228334307 -coef_N_78,-0.39628463640473077,0.61839999999999995,0,,,-0.39628463640473077 -coef_N_88,-0.18416905551276841,0.87709999999999999,0,,,-0.18416905551276841 -coef_H_124_122_144,0.69278315400939405,0.95730000000000004,0,,,0.69278315400939405 -coef_H_126_146,1.7014712185540957,0.29389999999999999,0,,,1.7014712185540957 -coef_H_222_224_244,-9.0699295823755577,0.98809999999999998,0,,,-9.0699295823755577 -coef_H_226_246_446,39.460567875143717,0.43740000000000001,0,,,39.460567875143717 +coef_N_77,2.2686582220936948,1.5529999999999999,0,,,2.2686582220936948 +coef_N_78,-0.3962846317912857,0.61839999999999995,0,,,-0.3962846317912857 +coef_N_88,-0.18416905539843373,0.87709999999999999,0,,,-0.18416905539843373 +coef_H_124_122_144,0.69278315447063155,0.95730000000000004,0,,,0.69278315447063155 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-coef_N_124_122_144,0.99671035426191268,0.34910000000000002,0,,,0.99671035426191268 -coef_N_166,-1.9761013115821058,0.3553,0,,,-1.9761013115821058 -coef_N_222_224_444,-2.0462327184143496,-1.3859999999999999,0,,,-2.0462327184143496 -coef_N_246_226_446,-0.85937641203670334,-0.85709999999999997,0,,,-0.85937641203670334 -coef_N_xxxxx,-0.82569094370439011,-3.4529999999999998,0,,,-0.82569094370439011 +coef_M_xxxxx,-0.040213814658512113,-1.528,0,,,-0.040213814658512113 +coef_N_112_114,-0.45158995385066814,0.4637,0,,,-0.45158995385066814 +coef_N_124_122_144,0.99671035413350717,0.34910000000000002,0,,,0.99671035413350717 +coef_N_166,-1.9761012859626266,0.3553,0,,,-1.9761012859626266 +coef_N_222_224_444,-2.0462327181587683,-1.3859999999999999,0,,,-2.0462327181587683 +coef_N_246_226_446,-0.85937641201738035,-0.85709999999999997,0,,,-0.85937641201738035 +coef_N_xxxxx,-0.82569094329321668,-3.4529999999999998,0,,,-0.82569094329321668 diff --git a/activitysim/estimation/test/test_larch_estimation/test_loc_school_location_loglike.csv b/activitysim/estimation/test/test_larch_estimation/test_loc_school_location_loglike.csv index 38b0d3a55a..645ce49776 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_loc_school_location_loglike.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_loc_school_location_loglike.csv @@ -1,2 +1,2 @@ ,loglike_prior,loglike_converge -0,-4070.9339910321751,-4058.7196177977285 +0,-4070.349038545839,-4058.2217927321499 diff --git a/activitysim/estimation/test/test_larch_estimation/test_loc_trip_destination_size_spec.csv b/activitysim/estimation/test/test_larch_estimation/test_loc_trip_destination_size_spec.csv index 5bd52420f0..a2a9c0f9bb 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_loc_trip_destination_size_spec.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_loc_trip_destination_size_spec.csv @@ -13,11 +13,11 @@ 11,social,non_mandatory,0,0.52200000000000002,0,0.47799999999999998,0,0,0,0,0,0,0 12,othdiscr,non_mandatory,0.25225225225225223,0.2122122122122122,0,0.2722722722722723,0.16516516516516516,0,0,0,0.098098098098098108,0,0 13,atwork,atwork,0,0.74199999999999999,0,0.25800000000000001,0,0,0,0,0,0,0 -14,work,trip,0,0.24015418618308182,0.000595282711736852,0.0025339082966824066,0.0013158709265825149,0.75480546917017943,0.000595282711736852,0,0,0,0 -15,escort,trip,0.0025769007860775069,0.31581661258003396,0,0.0063874984325428688,0,0,0,0.56723174666419485,0.10798724153715079,0,0 +14,work,trip,0,0.24013186763492544,0.00059522738958702934,0.0025333693812938387,0.0013181682498908545,0.7548261399547157,0.00059522738958702934,0,0,0,0 +15,escort,trip,0.0026729902769778765,0.31518970735566282,0,0.0066256804672669223,0,0,0,0.56769589610185267,0.10781572579823963,0,0 16,shopping,trip,0.28745939613274979,0.71254060386725027,0,0,0,0,0,0,0,0,0 -17,eatout,trip,0,0.98157626428335787,0,0.018423735716642187,0,0,0,0,0,0,0 -18,othmaint,trip,0.066903680037009847,0.76725867744426246,0,0.16583764251872773,0,0,0,0,0,0,0 -19,social,trip,0.028739117050709764,0.90002373400437419,0,0.071237148944916062,0,0,0,0,0,0,0 -20,othdiscr,trip,0.27328591176412531,0.71188071264828234,0,0.002688127177133238,0.0094571212333257309,0,0,0,0.0026881271771334024,0,0 +17,eatout,trip,0,0.98157515998093103,0,0.018424840019068852,0,0,0,0,0,0,0 +18,othmaint,trip,0.066926293202309944,0.76718001184625328,0,0.16589369495143666,0,0,0,0,0,0,0 +19,social,trip,0.028793519217721757,0.89983448234746588,0,0.071371998434812414,0,0,0,0,0,0,0 +20,othdiscr,trip,0.27326017484740112,0.71193582152774115,0,0.0026878740206318463,0.009428255583593885,0,0,0,0.0026878740206319868,0,0 21,univ,trip,0.16785552148872293,0,0,0,0,0,0,0,0,0.41607223925563858,0.41607223925563858 diff --git a/activitysim/estimation/test/test_larch_estimation/test_loc_workplace_location_loglike.csv b/activitysim/estimation/test/test_larch_estimation/test_loc_workplace_location_loglike.csv index f276b212e6..71e9b13b18 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_loc_workplace_location_loglike.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_loc_workplace_location_loglike.csv @@ -1,2 +1,2 @@ ,loglike_prior,loglike_converge -0,-13535.981743976869,-13521.356260916842 +0,-13535.154991016063,-13520.930381371694 diff --git a/activitysim/estimation/test/test_larch_estimation/test_loc_workplace_location_size_spec.csv b/activitysim/estimation/test/test_larch_estimation/test_loc_workplace_location_size_spec.csv index a9d069205a..b568bafc7b 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_loc_workplace_location_size_spec.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_loc_workplace_location_size_spec.csv @@ -1,9 +1,9 @@ ,segment,model_selector,TOTHH,RETEMPN,FPSEMPN,HEREMPN,OTHEMPN,AGREMPN,MWTEMPN,AGE0519,HSENROLL,COLLFTE,COLLPTE -0,work_low,workplace,0,0.044132690755451738,0.17538037367958878,0.37423132761659395,0.1693169416166935,0.00090642406578215551,0.23603224226588979,0,0,0,0 -1,work_med,workplace,0,0.12016628617510521,0.14360647372408408,0.25124021572214494,0.079367314261928557,0.0024821870284871214,0.40313752308825013,0,0,0,0 -2,work_high,workplace,0,0.1580989027835952,0.19040319528193683,0.29639231416831707,0.16817470614135818,0.0063703143636846208,0.180560567261108,0,0,0,0 -3,work_veryhigh,workplace,0,0.062733639440575306,0.11631954641386184,0.13320320410514971,0.056269806049766884,0.5109609844711408,0.12051281951950546,0,0,0,0 -4,university,school,0,0,0,0,0,0,0,0,0,0.59200000000000008,0.40799999999999997 +0,work_low,workplace,0,0.04331096924066484,0.17606247084331519,0.37453642466033488,0.16935644669165648,0.000968861288590913,0.23576482727543777,0,0,0,0 +1,work_med,workplace,0,0.11999183383359351,0.14366373395357587,0.25125860903337882,0.079402445282216183,0.0024785834941433989,0.40320479440309209,0,0,0,0 +2,work_high,workplace,0,0.15790294154771911,0.19045576988955706,0.29641460514585227,0.1682066889662423,0.0063903077215986892,0.18062968672903063,0,0,0,0 +3,work_veryhigh,workplace,0,0.062641019242734242,0.11667678718376452,0.13342796655219047,0.056368476597385232,0.51025642529636983,0.12062932512755588,0,0,0,0 +4,university,school,0,0,0,0,0,0,0,0,0,0.59199999999999997,0.40799999999999997 5,gradeschool,school,0,0,0,0,0,0,0,1,0,0,0 6,highschool,school,0,0,0,0,0,0,0,0,1,0,0 7,escort,non_mandatory,0,0.22500000000000001,0,0.14399999999999999,0,0,0,0.46500000000000002,0.16600000000000001,0,0 @@ -14,10 +14,10 @@ 12,othdiscr,non_mandatory,0.25225225225225223,0.2122122122122122,0,0.2722722722722723,0.16516516516516516,0,0,0,0.098098098098098108,0,0 13,atwork,atwork,0,0.74199999999999999,0,0.25800000000000001,0,0,0,0,0,0,0 14,work,trip,0,0.16666666666666666,0.16666666666666666,0.16666666666666666,0.16666666666666666,0.16666666666666666,0.16666666666666666,0,0,0,0 -15,escort,trip,0.0010000000000000002,0.22500000000000003,0,0.14400000000000002,0,0,0,0.46399999999999997,0.16600000000000004,0,0 +15,escort,trip,0.001,0.22500000000000001,0,0.14399999999999999,0,0,0,0.46400000000000002,0.16600000000000001,0,0 16,shopping,trip,0.001,0.999,0,0,0,0,0,0,0,0,0 17,eatout,trip,0,0.74199999999999999,0,0.25800000000000001,0,0,0,0,0,0,0 18,othmaint,trip,0.001,0.48099999999999998,0,0.51800000000000002,0,0,0,0,0,0,0 19,social,trip,0.001,0.52100000000000002,0,0.47799999999999998,0,0,0,0,0,0,0 20,othdiscr,trip,0.25225225225225223,0.2122122122122122,0,0.2722722722722723,0.16516516516516516,0,0,0,0.098098098098098108,0,0 -21,univ,trip,0.000999000999000999,0,0,0,0,0,0,0,0,0.59140859140859148,0.4075924075924075 +21,univ,trip,0.00099900099900099922,0,0,0,0,0,0,0,0,0.59140859140859148,0.40759240759240761 diff --git a/activitysim/estimation/test/test_larch_estimation/test_location_model_atwork_subtour_destination_BHHH_.csv b/activitysim/estimation/test/test_larch_estimation/test_location_model_atwork_subtour_destination_BHHH_.csv index 04e99fb5ce..f40a770d1b 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_location_model_atwork_subtour_destination_BHHH_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_location_model_atwork_subtour_destination_BHHH_.csv @@ -1,11 +1,11 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -atwork_HEREMPN,-1.7073243903812194,-1.3547956940605197,0,-6,6,0,-1.7073243903812194 -atwork_RETEMPN,-0.29840603581475661,-0.29840603581475661,0,-6,6,1,-0.29840603581475661 -coef_distance_piecewise_linear_for_15_plus_miles,-0.20450000000000049,-0.20449999999999999,0,,,0,-0.20450000000000049 -coef_distance_piecewise_linear_from_0_to_1_miles,-1.3641542639077811,-0.79259999999999997,0,,,0,-1.3641542639077811 -coef_distance_piecewise_linear_from_1_to_2_miles,-0.73953225828939706,-0.79259999999999997,0,,,0,-0.73953225828939706 -coef_distance_piecewise_linear_from_2_to_5_miles,-0.50452551385087108,-0.51970000000000005,0,,,0,-0.50452551385087108 -coef_distance_piecewise_linear_from_5_to_15_miles,-0.073402973217539913,-0.20449999999999999,0,,,0,-0.073402973217539913 -coef_mode_choice_logsum,0.50327067871989228,0.51359999999999995,0,,,0,0.50327067871989228 -coef_no_attractions_atwork_size_variable_is_0,-999,-999,0,,,1,-999 -coef_sample_of_alternatives_correction_factor,1,1,0,,,1,1 +,value,initvalue,nullvalue,minimum,maximum,best +atwork_HEREMPN,-1.7073243906685389,-1.3547956940605197,0,-6,6,-1.7073243906685389 +atwork_RETEMPN,-0.29840603581475661,-0.29840603581475661,0,-0.29840603581475661,-0.29840603581475661,-0.29840603581475661 +coef_distance_piecewise_linear_for_15_plus_miles,-0.20450000000000218,-0.20449999999999999,0,-25,25,-0.20450000000000218 +coef_distance_piecewise_linear_from_0_to_1_miles,-1.3641542578406347,-0.79259999999999997,0,-25,25,-1.3641542578406347 +coef_distance_piecewise_linear_from_1_to_2_miles,-0.73953227083074224,-0.79259999999999997,0,-25,25,-0.73953227083074224 +coef_distance_piecewise_linear_from_2_to_5_miles,-0.50452550250971084,-0.51970000000000005,0,-25,25,-0.50452550250971084 +coef_distance_piecewise_linear_from_5_to_15_miles,-0.073402957716087874,-0.20449999999999999,0,-25,25,-0.073402957716087874 +coef_mode_choice_logsum,0.50327067752307442,0.51359999999999995,0,-25,25,0.50327067752307442 +coef_no_attractions_atwork_size_variable_is_0,-999,-999,0,-999,-999,-999 +coef_sample_of_alternatives_correction_factor,1,1,0,1,1,1 diff --git a/activitysim/estimation/test/test_larch_estimation/test_location_model_non_mandatory_tour_destination_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_location_model_non_mandatory_tour_destination_SLSQP_.csv index ef94439624..e771c163a3 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_location_model_non_mandatory_tour_destination_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_location_model_non_mandatory_tour_destination_SLSQP_.csv @@ -1,36 +1,36 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best --999,-999,-999,-999,-999,-999,1,-999 -0,0,0,0,0,0,1,0 -1,1,1,1,1,1,1,1 -coef_eatout_dist_0_2,-0.84467380594019759,-0.56089999999999995,0,,,0,-0.84467380594019759 -coef_eatout_dist_2_5,-0.1945451767770579,-0.31919999999999998,0,,,0,-0.1945451767770579 -coef_eatout_dist_5_plus,-0.24629354091666711,-0.12379999999999999,0,,,0,-0.24629354091666711 -coef_escort_dist_0_2,0.22288389888086871,-0.14990000000000001,0,,,0,0.22288389888086871 -coef_escort_dist_2_5,-0.81521277815521997,-0.86709999999999998,0,,,0,-0.81521277815521997 -coef_escort_dist_5_plus,-0.25636561607153863,-0.2137,0,,,0,-0.25636561607153863 -coef_mode_logsum,0.65403790477185153,0.67549999999999999,0,,,0,0.65403790477185153 -coef_othdiscr_dist_0_2,-0.18332254047207314,-0.16769999999999999,0,,,0,-0.18332254047207314 -coef_othdiscr_dist_2_5,-0.57243416249472889,-0.4955,0,,,0,-0.57243416249472889 -coef_othdiscr_dist_5_plus,0.022110407682235989,-0.1193,0,,,0,0.022110407682235989 -coef_othmaint_dist_2_5,-0.56157199877299169,-0.60550000000000004,0,,,0,-0.56157199877299169 -coef_othmaint_dist_5_plus,-0.22835460710656111,-0.10929999999999999,0,,,0,-0.22835460710656111 -coef_shopping_dist_2_5,-0.62326447239723248,-0.5655,0,,,0,-0.62326447239723248 -coef_shopping_dist_5_plus,-0.15909867765416072,-0.1832,0,,,0,-0.15909867765416072 -coef_social_dist_2_5,-0.22738359603152636,-0.34849999999999998,0,,,0,-0.22738359603152636 -coef_social_dist_5_plus,-0.17253249388440942,-0.13059999999999999,0,,,0,-0.17253249388440942 -eatout_HEREMPN,-0.93175598709535057,-1.3547956940605197,0,-6,6,0,-0.93175598709535057 -eatout_RETEMPN,-0.29840603581475661,-0.29840603581475661,0,-6,6,1,-0.29840603581475661 -escort_AGE0519,-1.1708939225296859,-0.7657178733947807,0,-6,6,0,-1.1708939225296859 -escort_HEREMPN,-2.4523474961253977,-1.9379419794061366,0,-6,6,0,-2.4523474961253977 -escort_HSENROLL,-3.3024439875120652,-1.7957674906255938,0,-6,6,0,-3.3024439875120652 -escort_RETEMPN,-1.4916548767777169,-1.4916548767777169,0,-6,6,1,-1.4916548767777169 -othdiscr_HEREMPN,-1.6192839446060843,-1.3019532126861397,0,-6,6,0,-1.6192839446060843 -othdiscr_HSENROLL,-2.8179218697882593,-2.322787800311565,0,-6,6,0,-2.8179218697882593 -othdiscr_OTHEMPN,-2.2642219699240296,-1.8018098050815563,0,-6,6,0,-2.2642219699240296 -othdiscr_RETEMPN,-1.4536004331423213,-1.5511690043101247,0,-6,6,0,-1.4536004331423213 -othdiscr_TOTHH,-1.3783261914707137,-1.3783261914707137,0,-6,6,1,-1.3783261914707137 -othmaint_HEREMPN,-0.42084137235489655,-0.65778003672265395,0,-6,6,0,-0.42084137235489655 -othmaint_RETEMPN,-0.72981116493153675,-0.72981116493153675,0,-6,6,1,-0.72981116493153675 -shopping_RETEMPN,0,0,0,-6,6,1,0 -social_HEREMPN,-0.31321631981223919,-0.73814454649068106,0,-6,6,0,-0.31321631981223919 -social_RETEMPN,-0.65008769109949827,-0.65008769109949827,0,-6,6,1,-0.65008769109949827 +,value,initvalue,nullvalue,minimum,maximum,best +-999,-999,-999,-999,-999,-999,-999 +0,0,0,0,0,0,0 +1,1,1,1,1,1,1 +coef_eatout_dist_0_2,-0.84467402735490316,-0.56089999999999995,0,-25,25,-0.84467402735490316 +coef_eatout_dist_2_5,-0.19454520781373841,-0.31919999999999998,0,-25,25,-0.19454520781373841 +coef_eatout_dist_5_plus,-0.24629159495698957,-0.12379999999999999,0,-25,25,-0.24629159495698957 +coef_escort_dist_0_2,0.2228884413970586,-0.14990000000000001,0,-25,25,0.2228884413970586 +coef_escort_dist_2_5,-0.81521338400578147,-0.86709999999999998,0,-25,25,-0.81521338400578147 +coef_escort_dist_5_plus,-0.2563656478267789,-0.2137,0,-25,25,-0.2563656478267789 +coef_mode_logsum,0.65403821794149997,0.67549999999999999,0,-25,25,0.65403821794149997 +coef_othdiscr_dist_0_2,-0.18332164122229277,-0.16769999999999999,0,-25,25,-0.18332164122229277 +coef_othdiscr_dist_2_5,-0.57243431566525749,-0.4955,0,-25,25,-0.57243431566525749 +coef_othdiscr_dist_5_plus,0.022109773636770347,-0.1193,0,-25,25,0.022109773636770347 +coef_othmaint_dist_2_5,-0.56157171580357979,-0.60550000000000004,0,-25,25,-0.56157171580357979 +coef_othmaint_dist_5_plus,-0.22835432716850948,-0.10929999999999999,0,-25,25,-0.22835432716850948 +coef_shopping_dist_2_5,-0.62326413831589389,-0.5655,0,-25,25,-0.62326413831589389 +coef_shopping_dist_5_plus,-0.15909882569148343,-0.1832,0,-25,25,-0.15909882569148343 +coef_social_dist_2_5,-0.22738363386509225,-0.34849999999999998,0,-25,25,-0.22738363386509225 +coef_social_dist_5_plus,-0.17253037782714531,-0.13059999999999999,0,-25,25,-0.17253037782714531 +eatout_HEREMPN,-0.93175594508470749,-1.3547956940605197,0,-6,6,-0.93175594508470749 +eatout_RETEMPN,-0.29840603581475661,-0.29840603581475661,0,-0.29840603581475661,-0.29840603581475661,-0.29840603581475661 +escort_AGE0519,-1.1709029084521012,-0.7657178733947807,0,-6,6,-1.1709029084521012 +escort_HEREMPN,-2.4523610869729757,-1.9379419794061366,0,-6,6,-2.4523610869729757 +escort_HSENROLL,-3.3024337875479479,-1.7957674906255938,0,-6,6,-3.3024337875479479 +escort_RETEMPN,-1.4916548767777169,-1.4916548767777169,0,-1.4916548767777169,-1.4916548767777169,-1.4916548767777169 +othdiscr_HEREMPN,-1.6192946896579288,-1.3019532126861397,0,-6,6,-1.6192946896579288 +othdiscr_HSENROLL,-2.8175790455412613,-2.322787800311565,0,-6,6,-2.8175790455412613 +othdiscr_OTHEMPN,-2.264214574744007,-1.8018098050815563,0,-6,6,-2.264214574744007 +othdiscr_RETEMPN,-1.4536083464363203,-1.5511690043101247,0,-6,6,-1.4536083464363203 +othdiscr_TOTHH,-1.3783261914707137,-1.3783261914707137,0,-1.3783261914707137,-1.3783261914707137,-1.3783261914707137 +othmaint_HEREMPN,-0.42083070691744962,-0.65778003672265395,0,-6,6,-0.42083070691744962 +othmaint_RETEMPN,-0.72981116493153675,-0.72981116493153675,0,-0.72981116493153675,-0.72981116493153675,-0.72981116493153675 +shopping_RETEMPN,0,0,0,0,0,0 +social_HEREMPN,-0.31321849637618082,-0.73814454649068106,0,-6,6,-0.31321849637618082 +social_RETEMPN,-0.65008769109949827,-0.65008769109949827,0,-0.65008769109949827,-0.65008769109949827,-0.65008769109949827 diff --git a/activitysim/estimation/test/test_larch_estimation/test_location_model_school_location_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_location_model_school_location_SLSQP_.csv index 9a1d1de580..a8d3375aba 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_location_model_school_location_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_location_model_school_location_SLSQP_.csv @@ -1,21 +1,21 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best --999,-999,-999,-999,-999,-999,1,-999 -1,1,1,1,1,1,1,1 -coef_grade_dist_0_1,-1.8248703774987309,-1.6418999999999999,0,,,0,-1.8248703774987309 -coef_grade_dist_15_up,-0.045999999999999999,-0.045999999999999999,0,,,0,-0.045999999999999999 -coef_grade_dist_5_15,-0.14465789990751027,-0.2031,0,,,0,-0.14465789990751027 -coef_high_dist_0_1,-2.1062720544372793,-0.95230000000000004,0,,,0,-2.1062720544372793 -coef_high_dist_15_up,-0.18820000000000001,-0.18820000000000001,0,,,0,-0.18820000000000001 -coef_high_dist_5_15,-0.10173121926405215,-0.193,0,,,0,-0.10173121926405215 -coef_high_grade_dist_1_2,-0.75185866942023083,-0.56999999999999995,0,,,0,-0.75185866942023083 -coef_high_grade_dist_2_5,-0.66712602438802071,-0.56999999999999995,0,,,0,-0.66712602438802071 -coef_mode_logsum,0.37223927006014801,0.53580000000000005,0,,,0,0.37223927006014801 -coef_univ_dist_0_1,-3.3120335382052115,-3.2450999999999999,0,,,0,-3.3120335382052115 -coef_univ_dist_15_up,-0.072999999999999995,-0.072999999999999995,0,,,0,-0.072999999999999995 -coef_univ_dist_1_2,-2.8784398951391656,-2.7010999999999998,0,,,0,-2.8784398951391656 -coef_univ_dist_2_5,-0.45584737062096115,-0.57069999999999999,0,,,0,-0.45584737062096115 -coef_univ_dist_5_15,-0.57259659720065548,-0.50019999999999998,0,,,0,-0.57259659720065548 -gradeschool_AGE0519,0,0,0,-6,6,1,0 -highschool_HSENROLL,0,0,0,-6,6,1,0 -university_COLLFTE,-0.52424864409813121,-0.52424864409813121,0,-6,6,1,-0.52424864409813121 -university_COLLPTE,-1.2093928652180492,-0.89648810457797545,0,-6,6,0,-1.2093928652180492 +,value,initvalue,nullvalue,minimum,maximum,best +-999,-999,-999,-999,-999,-999,-999 +1,1,1,1,1,1,1 +coef_grade_dist_0_1,-1.8247870973053,-1.6418999999999999,0,-25,25,-1.8247870973053 +coef_grade_dist_15_up,-0.045999999999999999,-0.045999999999999999,0,-25,25,-0.045999999999999999 +coef_grade_dist_5_15,-0.14366307042924978,-0.2031,0,-25,25,-0.14366307042924978 +coef_high_dist_0_1,-2.1639997502226276,-0.95230000000000004,0,-25,25,-2.1639997502226276 +coef_high_dist_15_up,-0.18820000000000001,-0.18820000000000001,0,-25,25,-0.18820000000000001 +coef_high_dist_5_15,-0.10033338505701977,-0.193,0,-25,25,-0.10033338505701977 +coef_high_grade_dist_1_2,-0.74768688779537662,-0.56999999999999995,0,-25,25,-0.74768688779537662 +coef_high_grade_dist_2_5,-0.66638573965332526,-0.56999999999999995,0,-25,25,-0.66638573965332526 +coef_mode_logsum,0.37504471661044059,0.53580000000000005,0,-25,25,0.37504471661044059 +coef_univ_dist_0_1,-3.3138919948169607,-3.2450999999999999,0,-25,25,-3.3138919948169607 +coef_univ_dist_15_up,-0.072999999999999995,-0.072999999999999995,0,-25,25,-0.072999999999999995 +coef_univ_dist_1_2,-2.8752075620640434,-2.7010999999999998,0,-25,25,-2.8752075620640434 +coef_univ_dist_2_5,-0.45544418705038636,-0.57069999999999999,0,-25,25,-0.45544418705038636 +coef_univ_dist_5_15,-0.57189713873239967,-0.50019999999999998,0,-25,25,-0.57189713873239967 +gradeschool_AGE0519,0,0,0,0,0,0 +highschool_HSENROLL,0,0,0,0,0,0 +university_COLLFTE,-0.52424864409813143,-0.52424864409813143,0,-0.52424864409813143,-0.52424864409813143,-0.52424864409813143 +university_COLLPTE,-1.2091557399547264,-0.89648810457797545,0,-6,6,-1.2091557399547264 diff --git a/activitysim/estimation/test/test_larch_estimation/test_location_model_trip_destination_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_location_model_trip_destination_SLSQP_.csv index 47b3b0235b..abe98d47df 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_location_model_trip_destination_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_location_model_trip_destination_SLSQP_.csv @@ -1,48 +1,48 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -coef_UNAVAILABLE,-999,-999,0,,,1,-999 -coef_distance_joint,-0.37641511016717633,-0.12379999999999999,0,,,0,-0.37641511016717633 -coef_mode_choice_logsum,0.16299845461018275,1.821,0,,,0,0.16299845461018275 -coef_one,1,1,0,,,1,1 -coef_prox_dest_outbound_work,-0.35953990271852826,-0.26000000000000001,0,,,0,-0.35953990271852826 -coef_prox_home_inbound_work,-0.17418444716851214,-0.14999999999999999,0,,,0,-0.17418444716851214 -coef_prox_home_outbound_work,-0.52273602757198268,-0.38,0,,,0,-0.52273602757198268 -coef_util_distance_atwork,-0.122334597,-0.122334597,0,,,0,-0.122334597 -coef_util_distance_eatout,-0.36620744511108994,-0.10290000000000001,0,,,0,-0.36620744511108994 -coef_util_distance_escort,-0.33779401476367649,-0.14910000000000001,0,,,0,-0.33779401476367649 -coef_util_distance_othdiscr,-0.40880377259650386,-0.126172224,0,,,0,-0.40880377259650386 -coef_util_distance_othmaint,-0.25797886632911288,-0.096199999999999994,0,,,0,-0.25797886632911288 -coef_util_distance_school,-0.1056,-0.1056,0,,,0,-0.1056 -coef_util_distance_shopping,-0.39049709680755762,-0.1192,0,,,0,-0.39049709680755762 -coef_util_distance_social,-0.33877240644700324,-0.13289999999999999,0,,,0,-0.33877240644700324 -coef_util_distance_univ,-0.18596263409912234,-0.0613,0,,,0,-0.18596263409912234 -coef_util_distance_work_inbound,-0.094745979217362122,0.147813278663948,0,,,0,-0.094745979217362122 -coef_util_distance_work_outbound,-0.30039874698643937,-0.049725915742290003,0,,,0,-0.30039874698643937 -eatout_HEREMPN,-4.2739259303789057,-1.3547956940605197,0,-6,6,0,-4.2739259303789057 -eatout_RETEMPN,-0.29840603581475661,-0.29840603581475661,0,-6,6,1,-0.29840603581475661 -escort_AGE0519,-1.5135747656371157,-0.76787072675588175,0,-6,6,0,-1.5135747656371157 -escort_HEREMPN,-6,-1.9379419794061366,0,-6,6,0,-6 -escort_HSENROLL,-3.1723296239047412,-1.7957674906255938,0,-6,6,0,-3.1723296239047412 -escort_RETEMPN,-2.0991810049474204,-1.4916548767777169,0,-6,6,0,-2.0991810049474204 -escort_TOTHH,-6.9077552789821368,-6.9077552789821368,0,-6,6,1,-6.9077552789821368 -othdiscr_HEREMPN,-6,-1.3019532126861397,0,-6,6,0,-6 -othdiscr_HSENROLL,-5.9999999999999387,-2.322787800311565,0,-6,6,0,-5.9999999999999387 -othdiscr_OTHEMPN,-4.7420767070845811,-1.8018098050815563,0,-6,6,0,-4.7420767070845811 -othdiscr_RETEMPN,-0.42093437550275969,-1.5511690043101247,0,-6,6,0,-0.42093437550275969 -othdiscr_TOTHH,-1.3783261914707137,-1.3783261914707137,0,-6,6,1,-1.3783261914707137 -othmaint_HEREMPN,-6,-0.65778003672265395,0,-6,6,0,-6 -othmaint_RETEMPN,-4.4681852493943195,-0.73188800887637595,0,-6,6,0,-4.4681852493943195 -othmaint_TOTHH,-6.9077552789821368,-6.9077552789821368,0,-6,6,1,-6.9077552789821368 -shopping_RETEMPN,-6,-0.0010005003335835344,0,-6,6,0,-6 -shopping_TOTHH,-6.9077552789821368,-6.9077552789821368,0,-6,6,1,-6.9077552789821368 -social_HEREMPN,-6,-0.73814454649068106,0,-6,6,0,-6 -social_RETEMPN,-3.4635933031029547,-0.65200523722877013,0,-6,6,0,-3.4635933031029547 -social_TOTHH,-6.9077552789821368,-6.9077552789821368,0,-6,6,1,-6.9077552789821368 -univ_COLLFTE,-6,-0.52424864409813143,0,-6,6,0,-6 -univ_COLLPTE,-6,-0.89648810457797545,0,-6,6,0,-6 -univ_TOTHH,-6.9077552789821368,-6.9077552789821368,0,-6,6,1,-6.9077552789821368 -work_AGREMPN,1.1451788998278836,0,0,-6,6,0,1.1451788998278836 -work_FPSEMPN,-6,0,0,-6,6,0,-6 -work_HEREMPN,-4.5515182674041359,0,0,-6,6,0,-4.5515182674041359 -work_MWTEMPN,-6,0,0,-6,6,0,-6 -work_OTHEMPN,-5.2067824115052188,0,0,-6,6,0,-5.2067824115052188 -work_RETEMPN,0,0,0,-6,6,1,0 +,value,initvalue,nullvalue,minimum,maximum,best +coef_UNAVAILABLE,-999,-999,0,-999,-999,-999 +coef_distance_joint,-0.37640163363394014,-0.12379999999999999,0,-25,25,-0.37640163363394014 +coef_mode_choice_logsum,0.16302637352162752,1.821,0,-25,25,0.16302637352162752 +coef_one,1,1,0,1,1,1 +coef_prox_dest_outbound_work,-0.59976096803081336,-0.26000000000000001,0,-25,25,-0.59976096803081336 +coef_prox_home_inbound_work,-0.17411187178992643,-0.14999999999999999,0,-25,25,-0.17411187178992643 +coef_prox_home_outbound_work,-0.76295690223363544,-0.38,0,-25,25,-0.76295690223363544 +coef_util_distance_atwork,-0.122334597,-0.122334597,0,-25,25,-0.122334597 +coef_util_distance_eatout,-0.36619050394180647,-0.10290000000000001,0,-25,25,-0.36619050394180647 +coef_util_distance_escort,-0.33778430073643445,-0.14910000000000001,0,-25,25,-0.33778430073643445 +coef_util_distance_othdiscr,-0.40879077774005879,-0.126172224,0,-25,25,-0.40879077774005879 +coef_util_distance_othmaint,-0.2579687786027548,-0.096199999999999994,0,-25,25,-0.2579687786027548 +coef_util_distance_school,-0.1056,-0.1056,0,-25,25,-0.1056 +coef_util_distance_shopping,-0.39048426507116651,-0.1192,0,-25,25,-0.39048426507116651 +coef_util_distance_social,-0.33876758749031255,-0.13289999999999999,0,-25,25,-0.33876758749031255 +coef_util_distance_univ,-0.18638287666609779,-0.0613,0,-25,25,-0.18638287666609779 +coef_util_distance_work_inbound,0.14549074690265271,0.147813278663948,0,-25,25,0.14549074690265271 +coef_util_distance_work_outbound,-0.30050379136271688,-0.049725915742290003,0,-25,25,-0.30050379136271688 +eatout_HEREMPN,-4.2741238026831576,-1.3547956940605197,0,-6,6,-4.2741238026831576 +eatout_RETEMPN,-0.29840603581475661,-0.29840603581475661,0,-0.29840603581475661,-0.29840603581475661,-0.29840603581475661 +escort_AGE0519,-1.5127395733276923,-0.76787072675588175,0,-6,6,-1.5127395733276923 +escort_HEREMPN,-5.9999999999999591,-1.9379419794061366,0,-6,6,-5.9999999999999591 +escort_HSENROLL,-3.1713650180398978,-1.7957674906255938,0,-6,6,-3.1713650180398978 +escort_RETEMPN,-2.0982466239249806,-1.4916548767777169,0,-6,6,-2.0982466239249806 +escort_TOTHH,-6.9077552789821368,-6.9077552789821368,0,-6.9077552789821368,-6.9077552789821368,-6.9077552789821368 +othdiscr_HEREMPN,-5.9999999999999867,-1.3019532126861397,0,-6,6,-5.9999999999999867 +othdiscr_HSENROLL,-6,-2.322787800311565,0,-6,6,-6 +othdiscr_OTHEMPN,-4.7422691542793025,-1.8018098050815563,0,-6,6,-4.7422691542793025 +othdiscr_RETEMPN,-0.42080704850071809,-1.5511690043101247,0,-6,6,-0.42080704850071809 +othdiscr_TOTHH,-1.3783261914707137,-1.3783261914707137,0,-1.3783261914707137,-1.3783261914707137,-1.3783261914707137 +othmaint_HEREMPN,-5.9999999999977494,-0.65778003672265395,0,-6,6,-5.9999999999977494 +othmaint_RETEMPN,-4.4680626390475311,-0.73188800887637595,0,-6,6,-4.4680626390475311 +othmaint_TOTHH,-6.9077552789821368,-6.9077552789821368,0,-6.9077552789821368,-6.9077552789821368,-6.9077552789821368 +shopping_RETEMPN,-5.9999999999990461,-0.0010005003335835344,0,-6,6,-5.9999999999990461 +shopping_TOTHH,-6.9077552789821368,-6.9077552789821368,0,-6.9077552789821368,-6.9077552789821368,-6.9077552789821368 +social_HEREMPN,-5.9999999999996891,-0.73814454649068106,0,-6,6,-5.9999999999996891 +social_RETEMPN,-3.4634568876043041,-0.65200523722877013,0,-6,6,-3.4634568876043041 +social_TOTHH,-6.9077552789821368,-6.9077552789821368,0,-6.9077552789821368,-6.9077552789821368,-6.9077552789821368 +univ_COLLFTE,-5.9999999999981588,-0.52424864409813143,0,-6,6,-5.9999999999981588 +univ_COLLPTE,-5.9999999999980629,-0.89648810457797545,0,-6,6,-5.9999999999980629 +univ_TOTHH,-6.9077552789821368,-6.9077552789821368,0,-6.9077552789821368,-6.9077552789821368,-6.9077552789821368 +work_AGREMPN,1.1452442363377451,0,0,-6,6,1.1452442363377451 +work_FPSEMPN,-5.9999999999998632,0,0,-6,6,-5.9999999999998632 +work_HEREMPN,-4.5512776072689656,0,0,-6,6,-4.5512776072689656 +work_MWTEMPN,-5.9999999999992735,0,0,-6,6,-5.9999999999992735 +work_OTHEMPN,-5.2060194818516452,0,0,-6,6,-5.2060194818516452 +work_RETEMPN,0,0,0,0,0,0 diff --git a/activitysim/estimation/test/test_larch_estimation/test_location_model_workplace_location_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_location_model_workplace_location_SLSQP_.csv index f1924fd441..4fbab98906 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_location_model_workplace_location_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_location_model_workplace_location_SLSQP_.csv @@ -1,35 +1,35 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best --999,-999,-999,-999,-999,-999,1,-999 -1,1,1,1,1,1,1,1 -coef_dist_0_1,-1.0849974859630898,-0.84279999999999999,0,,,0,-1.0849974859630898 -coef_dist_0_5_high,0.12095331158496941,0.14999999999999999,0,,,0,0.12095331158496941 -coef_dist_15_up,-0.091700000000000004,-0.091700000000000004,0,,,0,-0.091700000000000004 -coef_dist_1_2,-0.25252507183924311,-0.31040000000000001,0,,,0,-0.25252507183924311 -coef_dist_2_5,-0.36967778314446681,-0.37830000000000003,0,,,0,-0.36967778314446681 -coef_dist_5_15,-0.15227007082461336,-0.1285,0,,,0,-0.15227007082461336 -coef_dist_5_up_high,-0.015218414186845646,0.02,0,,,0,-0.015218414186845646 -coef_mode_logsum,0.15535110159377133,0.29999999999999999,0,,,0,0.15535110159377133 -work_high_AGREMPN,-5.4188468983425597,-5.1159958097540823,0,-6,6,0,-5.4188468983425597 -work_high_FPSEMPN,-2.0213518132064592,-1.575036485716768,0,-6,6,0,-2.0213518132064592 -work_high_HEREMPN,-1.5788117548863443,-1.258781040820931,0,-6,6,0,-1.5788117548863443 -work_high_MWTEMPN,-2.0744294431850139,-1.4312917270506265,0,-6,6,0,-2.0744294431850139 -work_high_OTHEMPN,-2.1454923607941496,-1.870802676568508,0,-6,6,0,-2.1454923607941496 -work_high_RETEMPN,-2.2072749131897207,-2.2072749131897207,0,-6,6,1,-2.2072749131897207 -work_low_AGREMPN,-5.9333916880971023,-4.6051701859880909,0,-6,6,0,-5.9333916880971023 -work_low_FPSEMPN,-0.6681864903932333,-1.6450650900772514,0,-6,6,0,-0.6681864903932333 -work_low_HEREMPN,0.089730459819539948,-0.95972028980149138,0,-6,6,0,0.089730459819539948 -work_low_MWTEMPN,-0.37117525396277945,-1.8078888511579392,0,-6,6,0,-0.37117525396277945 -work_low_OTHEMPN,-0.70337131667889052,-2.120263536200091,0,-6,6,0,-0.70337131667889052 -work_low_RETEMPN,-2.0479428746204649,-2.0479428746204649,0,-6,6,1,-2.0479428746204649 -work_med_AGREMPN,-6,-4.8283137373023015,0,-6,6,0,-6 -work_med_FPSEMPN,-1.942063300644673,-1.624551550244149,0,-6,6,0,-1.942063300644673 -work_med_HEREMPN,-1.3827305216711021,-1.1239300966523995,0,-6,6,0,-1.3827305216711021 -work_med_MWTEMPN,-0.90986228579404393,-1.5606477482646683,0,-6,6,0,-0.90986228579404393 -work_med_OTHEMPN,-2.5350534135581619,-1.9732813458514451,0,-6,6,0,-2.5350534135581619 -work_med_RETEMPN,-2.120263536200091,-2.120263536200091,0,-6,6,1,-2.120263536200091 -work_veryhigh_AGREMPN,-0.27776036783891894,-5.521460917862246,0,-6,6,0,-0.27776036783891894 -work_veryhigh_FPSEMPN,-1.7577124894897898,-1.3093333199837622,0,-6,6,0,-1.7577124894897898 -work_veryhigh_HEREMPN,-1.6221777911387787,-1.422958345491482,0,-6,6,0,-1.6221777911387787 -work_veryhigh_MWTEMPN,-1.7222974704731189,-1.4024237430497744,0,-6,6,0,-1.7222974704731189 -work_veryhigh_OTHEMPN,-2.4838955171385964,-1.9241486572738007,0,-6,6,0,-2.4838955171385964 -work_veryhigh_RETEMPN,-2.375155785828881,-2.375155785828881,0,-6,6,1,-2.375155785828881 +,value,initvalue,nullvalue,minimum,maximum,best +-999,-999,-999,-999,-999,-999,-999 +1,1,1,1,1,1,1 +coef_dist_0_1,-1.0822922946274103,-0.84279999999999999,0,-25,25,-1.0822922946274103 +coef_dist_0_5_high,0.1207879915621165,0.14999999999999999,0,-25,25,0.1207879915621165 +coef_dist_15_up,-0.091700000000000004,-0.091700000000000004,0,-25,25,-0.091700000000000004 +coef_dist_1_2,-0.24766620079389307,-0.31040000000000001,0,-25,25,-0.24766620079389307 +coef_dist_2_5,-0.3685512775196465,-0.37830000000000003,0,-25,25,-0.3685512775196465 +coef_dist_5_15,-0.15169975841932976,-0.1285,0,-25,25,-0.15169975841932976 +coef_dist_5_up_high,-0.015068815366553389,0.02,0,-25,25,-0.015068815366553389 +coef_mode_logsum,0.1608428973358158,0.29999999999999999,0,-25,25,0.1608428973358158 +work_high_AGREMPN,-5.414473039484391,-5.1159958097540823,0,-6,6,-5.414473039484391 +work_high_FPSEMPN,-2.0198354749074623,-1.575036485716768,0,-6,6,-2.0198354749074623 +work_high_HEREMPN,-1.5774962961301324,-1.258781040820931,0,-6,6,-1.5774962961301324 +work_high_MWTEMPN,-2.0728064576402221,-1.4312917270506265,0,-6,6,-2.0728064576402221 +work_high_OTHEMPN,-2.1440619487784449,-1.870802676568508,0,-6,6,-2.1440619487784449 +work_high_RETEMPN,-2.2072749131897207,-2.2072749131897207,0,-2.2072749131897207,-2.2072749131897207,-2.2072749131897207 +work_low_AGREMPN,-5.8479826351063204,-4.6051701859880909,0,-6,6,-5.8479826351063204 +work_low_FPSEMPN,-0.64550992870675994,-1.6450650900772514,0,-6,6,-0.64550992870675994 +work_low_HEREMPN,0.10934025159883133,-0.95972028980149104,0,-6,6,0.10934025159883133 +work_low_MWTEMPN,-0.35351399513998311,-1.8078888511579385,0,-6,6,-0.35351399513998311 +work_low_OTHEMPN,-0.68434316293298214,-2.120263536200091,0,-6,6,-0.68434316293298214 +work_low_RETEMPN,-2.0479428746204649,-2.0479428746204649,0,-2.0479428746204649,-2.0479428746204649,-2.0479428746204649 +work_med_AGREMPN,-6,-4.8283137373023015,0,-6,6,-6 +work_med_FPSEMPN,-1.9402118373687092,-1.6245515502441485,0,-6,6,-1.9402118373687092 +work_med_HEREMPN,-1.3812045016840873,-1.1239300966523995,0,-6,6,-1.3812045016840873 +work_med_MWTEMPN,-0.90824261771266779,-1.5606477482646683,0,-6,6,-0.90824261771266779 +work_med_OTHEMPN,-2.533158060495702,-1.9732813458514451,0,-6,6,-2.533158060495702 +work_med_RETEMPN,-2.120263536200091,-2.120263536200091,0,-2.120263536200091,-2.120263536200091,-2.120263536200091 +work_veryhigh_AGREMPN,-0.27766271475654764,-5.521460917862246,0,-6,6,-0.27766271475654764 +work_veryhigh_FPSEMPN,-1.7531684994723506,-1.3093333199837622,0,-6,6,-1.7531684994723506 +work_veryhigh_HEREMPN,-1.6190143529862893,-1.422958345491482,0,-6,6,-1.6190143529862893 +work_veryhigh_MWTEMPN,-1.7198536938187046,-1.4024237430497744,0,-6,6,-1.7198536938187046 +work_veryhigh_OTHEMPN,-2.4806660321461727,-1.9241486572738007,0,-6,6,-2.4806660321461727 +work_veryhigh_RETEMPN,-2.375155785828881,-2.375155785828881,0,-2.375155785828881,-2.375155785828881,-2.375155785828881 diff --git a/activitysim/estimation/test/test_larch_estimation/test_nonmand_and_joint_tour_dest_choice.csv b/activitysim/estimation/test/test_larch_estimation/test_nonmand_and_joint_tour_dest_choice.csv index b6a02d9d33..5a8bf11db5 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_nonmand_and_joint_tour_dest_choice.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_nonmand_and_joint_tour_dest_choice.csv @@ -1,36 +1,36 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best --999,-999,-999,-999,-999,-999,1,-999 -0,0,0,0,0,0,1,0 -1,1,1,1,1,1,1,1 -coef_eatout_dist_0_2,-0.76797927429602464,-0.56089999999999995,0,,,0,-0.76797927429602464 -coef_eatout_dist_2_5,-0.22644844214185003,-0.31919999999999998,0,,,0,-0.22644844214185003 -coef_eatout_dist_5_plus,-0.18813677256988509,-0.12379999999999999,0,,,0,-0.18813677256988509 -coef_escort_dist_0_2,0.22669066814414235,-0.14990000000000001,0,,,0,0.22669066814414235 -coef_escort_dist_2_5,-0.81349418973235788,-0.86709999999999998,0,,,0,-0.81349418973235788 -coef_escort_dist_5_plus,-0.25505576456512447,-0.2137,0,,,0,-0.25505576456512447 -coef_mode_logsum,0.66293711036148628,0.67549999999999999,0,,,0,0.66293711036148628 -coef_othdiscr_dist_0_2,-0.20318676671633004,-0.16769999999999999,0,,,0,-0.20318676671633004 -coef_othdiscr_dist_2_5,-0.55094531361944987,-0.4955,0,,,0,-0.55094531361944987 -coef_othdiscr_dist_5_plus,-0.00014086148899474361,-0.1193,0,,,0,-0.00014086148899474361 -coef_othmaint_dist_2_5,-0.57993246776549767,-0.60550000000000004,0,,,0,-0.57993246776549767 -coef_othmaint_dist_5_plus,-0.22965511938850491,-0.10929999999999999,0,,,0,-0.22965511938850491 -coef_shopping_dist_2_5,-0.62979247548035144,-0.5655,0,,,0,-0.62979247548035144 -coef_shopping_dist_5_plus,-0.13064933730198133,-0.1832,0,,,0,-0.13064933730198133 -coef_social_dist_2_5,-0.24517520908457319,-0.34849999999999998,0,,,0,-0.24517520908457319 -coef_social_dist_5_plus,-0.1902388043982918,-0.13059999999999999,0,,,0,-0.1902388043982918 -eatout_HEREMPN,-0.94687670886012509,-1.3547956940605197,0,-6,6,0,-0.94687670886012509 -eatout_RETEMPN,-0.29840603581475661,-0.29840603581475661,0,-6,6,1,-0.29840603581475661 -escort_AGE0519,-1.1712406720076016,-0.7657178733947807,0,-6,6,0,-1.1712406720076016 -escort_HEREMPN,-2.4500569815873088,-1.9379419794061366,0,-6,6,0,-2.4500569815873088 -escort_HSENROLL,-3.3044403721705278,-1.7957674906255938,0,-6,6,0,-3.3044403721705278 -escort_RETEMPN,-1.4916548767777169,-1.4916548767777169,0,-6,6,1,-1.4916548767777169 -othdiscr_HEREMPN,-1.5849637099964662,-1.3019532126861397,0,-6,6,0,-1.5849637099964662 -othdiscr_HSENROLL,-2.466749509248281,-2.322787800311565,0,-6,6,0,-2.466749509248281 -othdiscr_OTHEMPN,-2.3702924534482985,-1.8018098050815563,0,-6,6,0,-2.3702924534482985 -othdiscr_RETEMPN,-1.2381806147196999,-1.5511690043101247,0,-6,6,0,-1.2381806147196999 -othdiscr_TOTHH,-1.3783261914707137,-1.3783261914707137,0,-6,6,1,-1.3783261914707137 -othmaint_HEREMPN,-0.66895200725121007,-0.65778003672265395,0,-6,6,0,-0.66895200725121007 -othmaint_RETEMPN,-0.72981116493153675,-0.72981116493153675,0,-6,6,1,-0.72981116493153675 -shopping_RETEMPN,0,0,0,-6,6,1,0 -social_HEREMPN,-0.30284314854864036,-0.73814454649068106,0,-6,6,0,-0.30284314854864036 -social_RETEMPN,-0.65008769109949827,-0.65008769109949827,0,-6,6,1,-0.65008769109949827 +,value,initvalue,nullvalue,minimum,maximum,best +-999,-999,-999,-999,-999,-999,-999 +0,0,0,0,0,0,0 +1,1,1,1,1,1,1 +coef_eatout_dist_0_2,-0.76797916075917105,-0.56089999999999995,0,-25,25,-0.76797916075917105 +coef_eatout_dist_2_5,-0.22644636259204301,-0.31919999999999998,0,-25,25,-0.22644636259204301 +coef_eatout_dist_5_plus,-0.18814992028058361,-0.12379999999999999,0,-25,25,-0.18814992028058361 +coef_escort_dist_0_2,0.22669529391335932,-0.14990000000000001,0,-25,25,0.22669529391335932 +coef_escort_dist_2_5,-0.81349761658617425,-0.86709999999999998,0,-25,25,-0.81349761658617425 +coef_escort_dist_5_plus,-0.25505635884043121,-0.2137,0,-25,25,-0.25505635884043121 +coef_mode_logsum,0.66293335178956303,0.67549999999999999,0,-25,25,0.66293335178956303 +coef_othdiscr_dist_0_2,-0.20320115406190975,-0.16769999999999999,0,-25,25,-0.20320115406190975 +coef_othdiscr_dist_2_5,-0.55094376688046098,-0.4955,0,-25,25,-0.55094376688046098 +coef_othdiscr_dist_5_plus,-0.00014599013956733095,-0.1193,0,-25,25,-0.00014599013956733095 +coef_othmaint_dist_2_5,-0.57993229022084924,-0.60550000000000004,0,-25,25,-0.57993229022084924 +coef_othmaint_dist_5_plus,-0.22966135112433173,-0.10929999999999999,0,-25,25,-0.22966135112433173 +coef_shopping_dist_2_5,-0.62979386608506294,-0.5655,0,-25,25,-0.62979386608506294 +coef_shopping_dist_5_plus,-0.13065191570180024,-0.1832,0,-25,25,-0.13065191570180024 +coef_social_dist_2_5,-0.24518547406208724,-0.34849999999999998,0,-25,25,-0.24518547406208724 +coef_social_dist_5_plus,-0.19021662093061398,-0.13059999999999999,0,-25,25,-0.19021662093061398 +eatout_HEREMPN,-0.94688018419944264,-1.3547956940605197,0,-6,6,-0.94688018419944264 +eatout_RETEMPN,-0.29840603581475661,-0.29840603581475661,0,-0.29840603581475661,-0.29840603581475661,-0.29840603581475661 +escort_AGE0519,-1.1713218472625264,-0.7657178733947807,0,-6,6,-1.1713218472625264 +escort_HEREMPN,-2.4501503469929982,-1.9379419794061366,0,-6,6,-2.4501503469929982 +escort_HSENROLL,-3.3045642735486878,-1.7957674906255938,0,-6,6,-3.3045642735486878 +escort_RETEMPN,-1.4916548767777169,-1.4916548767777169,0,-1.4916548767777169,-1.4916548767777169,-1.4916548767777169 +othdiscr_HEREMPN,-1.5849006741800804,-1.3019532126861397,0,-6,6,-1.5849006741800804 +othdiscr_HSENROLL,-2.4667805407825685,-2.322787800311565,0,-6,6,-2.4667805407825685 +othdiscr_OTHEMPN,-2.3703426620470296,-1.8018098050815563,0,-6,6,-2.3703426620470296 +othdiscr_RETEMPN,-1.2385802852918961,-1.5511690043101247,0,-6,6,-1.2385802852918961 +othdiscr_TOTHH,-1.3783261914707137,-1.3783261914707137,0,-1.3783261914707137,-1.3783261914707137,-1.3783261914707137 +othmaint_HEREMPN,-0.66895307929197778,-0.65778003672265395,0,-6,6,-0.66895307929197778 +othmaint_RETEMPN,-0.72981116493153675,-0.72981116493153675,0,-0.72981116493153675,-0.72981116493153675,-0.72981116493153675 +shopping_RETEMPN,0,0,0,0,0,0 +social_HEREMPN,-0.3028654470570214,-0.73814454649068106,0,-6,6,-0.3028654470570214 +social_RETEMPN,-0.65008769109949827,-0.65008769109949827,0,-0.65008769109949827,-0.65008769109949827,-0.65008769109949827 diff --git a/activitysim/estimation/test/test_larch_estimation/test_nonmand_tour_freq.csv b/activitysim/estimation/test/test_larch_estimation/test_nonmand_tour_freq.csv index 041bd0334a..c69badeb95 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_nonmand_tour_freq.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_nonmand_tour_freq.csv @@ -1,426 +1,426 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -coef_0_auto_household_and_escorting_tour,-2,-2,0,,,1,-2 -coef_1_escort_tour_constant,0.31903725395519372,0.0298,0,,,0,0.31903725395519372 -coef_1_plus_eating_out_tours_constant,-1.0128556126967188,0.0097000000000000003,0,,,0,-1.0128556126967188 -coef_1_plus_maintenance_tours_constant,-2.8426432860227733,0.1202,0,,,0,-2.8426432860227733 -coef_1_plus_other_discretionary_tours_constant,10.543979579607656,0.74119999999999997,0,,,0,10.543979579607656 -coef_1_plus_shopping_tours_constant,7.1839139465750961,0.47739999999999999,0,,,0,7.1839139465750961 -coef_1_plus_visting_tours_constant,-0.32081962393811281,0.052200000000000003,0,,,0,-0.32081962393811281 -coef_2_plus_escort_tours_constant,0.60671029449141711,0.74019999999999997,0,,,0,0.60671029449141711 -coef_at_home_pre_driving_school_kid_and_escorting_tour,-0.92647632360442689,-0.27460000000000001,0,,,0,-0.92647632360442689 -coef_at_home_pre_school_kid_and_discretionary_tour,-0.65566150713944338,-0.4703,0,,,0,-0.65566150713944338 -coef_at_home_pre_school_kid_and_escorting_tour,-0.79299240412376437,-1.5674999999999999,0,,,0,-0.79299240412376437 -coef_auto_access_to_retail_and_discretionary,-1.0508623947165077,0.084400000000000003,0,,,0,-1.0508623947165077 -coef_auto_access_to_retail_and_maintenance,0.27881167254729677,0.074899999999999994,0,,,0,0.27881167254729677 -coef_auto_access_to_retail_and_shopping,-0.63082685807334193,0.1067,0,,,0,-0.63082685807334193 -coef_car_surplus_vs_workers_and_tour_frequency_is_5_plus,0.16837878575686699,0.13039999999999999,0,,,0,0.16837878575686699 -coef_female_and_escorting_tour,0.60135724742250518,0.18240000000000001,0,,,0,0.60135724742250518 -coef_female_and_tour_frequency_is_1,-0.31583892958483195,-0.076600000000000001,0,,,0,-0.31583892958483195 -coef_female_and_tour_frequency_is_2,-0.58281009716010357,-0.1062,0,,,0,-0.58281009716010357 -coef_female_and_tour_frequency_is_5,0.022734815628115697,-0.32740000000000002,0,,,0,0.022734815628115697 -coef_high_income_group_and_discretionary_tour,-0.060443077097889923,0.25650000000000001,0,,,0,-0.060443077097889923 -coef_high_income_group_and_eating_out_tour,0.72620905478362519,0.55810000000000004,0,,,0,0.72620905478362519 -coef_high_income_group_and_tour_frequency_is_1,1.1372979185719292,0.51890000000000003,0,,,0,1.1372979185719292 -coef_high_income_group_and_tour_frequency_is_2,2.215930323853633,1.1335999999999999,0,,,0,2.215930323853633 -coef_high_income_group_and_tour_frequency_is_5_plus,0.10501223207873163,1.3898999999999999,0,,,0,0.10501223207873163 -coef_high_income_group_and_visiting_tour,-0.86265476675199093,-0.24229999999999999,0,,,0,-0.86265476675199093 -coef_logged_maximum_residual_window_tour_frequency_is_1,1.3354533701939517,1.2562,0,,,0,1.3354533701939517 -coef_logged_maximum_residual_window_tour_frequency_is_2,1.4260046443833079,1.2867999999999999,0,,,0,1.4260046443833079 -coef_logged_maximum_residual_window_tour_frequency_is_5_plus,0.64024624104349737,1.3993,0,,,0,0.64024624104349737 -coef_mediumhigh_income_group_and_tour_frequency_is_1,1.0937153316043764,0.49809999999999999,0,,,0,1.0937153316043764 -coef_mediumhigh_income_group_and_tour_frequency_is_2,1.8148765368327515,0.83450000000000002,0,,,0,1.8148765368327515 -coef_mediumhigh_income_group_and_tour_frequency_is_5_plus,1.0390643999324094,1.0213000000000001,0,,,0,1.0390643999324094 -coef_number_of_joint_eating_out_tours,-9.9809219468327726,-0.58660000000000001,0,,,0,-9.9809219468327726 -coef_number_of_mandatory_tours_and_tour_frequency_is_2,-1.4334081064398958,-0.88870000000000005,0,,,0,-1.4334081064398958 -coef_number_of_mandatory_tours_and_tour_frequency_is_5_plus,-1.6366589760107793,-2.3342999999999998,0,,,0,-1.6366589760107793 -coef_presence_of_driving_school_kid_and_discretionary_tour,0.38403906138420874,-0.39629999999999999,0,,,0,0.38403906138420874 -coef_presence_of_driving_school_kid_and_escorting_tour,-0.21108592106604052,0.36009999999999998,0,,,0,-0.21108592106604052 -coef_presence_of_full_time_worker_and_discretionary_tour,-0.78342819860768476,-0.66700000000000004,0,,,0,-0.78342819860768476 -coef_presence_of_full_time_worker_and_eating_out_tour,-0.74762089711733137,-0.35709999999999997,0,,,0,-0.74762089711733137 -coef_presence_of_full_time_worker_and_maintenance_tour,-0.34233564169139385,-0.16850000000000001,0,,,0,-0.34233564169139385 -coef_presence_of_full_time_worker_and_shopping_tour,-0.63058521224066189,-0.30590000000000001,0,,,0,-0.63058521224066189 -coef_presence_of_non_worker_and_discretionary_tour,-1.2669707840066156,-0.42809999999999998,0,,,0,-1.2669707840066156 -coef_presence_of_non_worker_and_eating_out_tour,-0.44503023996183644,-0.2014,0,,,0,-0.44503023996183644 -coef_presence_of_non_worker_and_escorting_tour,-0.85427331052489242,-0.48149999999999998,0,,,0,-0.85427331052489242 -coef_presence_of_non_worker_and_maintenance_tour,-0.20935036825987174,-0.32369999999999999,0,,,0,-0.20935036825987174 -coef_presence_of_non_worker_and_shopping_tour,-0.84441949495824742,-0.41599999999999998,0,,,0,-0.84441949495824742 -coef_presence_of_part_time_worker_and_discretionary_tour,-0.041239275562963917,-0.2102,0,,,0,-0.041239275562963917 -coef_presence_of_part_time_worker_and_maintenance_tour,-0.1833622096217801,-0.15840000000000001,0,,,0,-0.1833622096217801 -coef_presence_of_part_time_worker_and_shopping_tour,-0.14852190456327066,-0.15409999999999999,0,,,0,-0.14852190456327066 -coef_presence_of_pre_driving_school_kid_and_discretionary_tour,-0.12585844684593334,-0.39589999999999997,0,,,0,-0.12585844684593334 -coef_presence_of_pre_driving_school_kid_and_escorting_tour,1.4021102250394191,1.3974,0,,,0,1.4021102250394191 -coef_presence_of_pre_school_kid_and_discretionary_tour,-0.017076035488366663,-0.5081,0,,,0,-0.017076035488366663 -coef_presence_of_pre_school_kid_and_eating_out_tour,-0.84547304214169361,-0.42249999999999999,0,,,0,-0.84547304214169361 -coef_presence_of_pre_school_kid_and_escorting_tour,0.74822720728681646,0.68420000000000003,0,,,0,0.74822720728681646 -coef_presence_of_pre_school_kid_and_shopping_tour,-0.0061433634589386351,-0.20799999999999999,0,,,0,-0.0061433634589386351 -coef_presence_of_retiree_and_discretionary_tour,-0.59682987430228729,-0.91039999999999999,0,,,0,-0.59682987430228729 -coef_presence_of_retiree_and_eating_out_tour,-1.2874101900088415,-0.57079999999999997,0,,,0,-1.2874101900088415 -coef_presence_of_retiree_and_escorting_tour,-12.931599646512899,-0.80800000000000005,0,,,0,-12.931599646512899 -coef_presence_of_university_student_and_discretionary_tour,-0.4072768328787893,-0.85509999999999997,0,,,0,-0.4072768328787893 -coef_total_number_of_tours_is_1,-7.523851001537154,-7.3571999999999997,0,,,0,-7.523851001537154 -coef_total_number_of_tours_is_2,-10.052744966135593,-10.647,0,,,0,-10.052744966135593 -coef_total_number_of_tours_is_3,-11.089117058900696,-13.500500000000001,0,,,0,-11.089117058900696 -coef_total_number_of_tours_is_4,-12.797471464333114,-16.3965,0,,,0,-12.797471464333114 -coef_total_number_of_tours_is_5,-21.780097837139646,-19.6843,0,,,0,-21.780097837139646 -coef_total_number_of_tours_is_6_plus,-999,-999,0,,,1,-999 -coef_transit_access_to_retail_and_tour_frequency_is_5_plus,0.07445921771056653,0.022599999999999999,0,,,0,0.07445921771056653 -coef_urban_and_discretionary_tour,0,0,0,,,1,0 -coef_urban_and_escorting_tour,-0.40934215706150517,-0.43159999999999998,0,,,0,-0.40934215706150517 -coef_walk_access_to_retail_and_discretionary,0.16052040701631465,0.0567,0,,,0,0.16052040701631465 -coef_walk_access_to_retail_and_eating_out,0.21128945896252987,0.14499999999999999,0,,,0,0.21128945896252987 -coef_walk_access_to_retail_and_escorting,-0.10528530684866612,0.045100000000000001,0,,,0,-0.10528530684866612 -coef_walk_access_to_retail_and_shopping,0.030181866520121545,0.033000000000000002,0,,,0,0.030181866520121545 -coef_zero_car_ownership_and_tour_frequency_is_5_plus,-0.2274915713360352,-0.34860000000000002,0,,,0,-0.2274915713360352 -coef_0_auto_household_and_escorting_tour,-2,-2,0,,,1,-2 -coef_1_escort_tour_constant,0.77792661502914351,0.5272,0,,,0,0.77792661502914351 -coef_1_plus_eating_out_tours_constant,1.6650752756873621,0.69140000000000001,0,,,0,1.6650752756873621 -coef_1_plus_maintenance_tours_constant,1.214733532485698,0.55330000000000001,0,,,0,1.214733532485698 -coef_1_plus_other_discretionary_tours_constant,1.7838713447090138,0.79890000000000005,0,,,0,1.7838713447090138 -coef_1_plus_shopping_tours_constant,1.521612820335124,0.75690000000000002,0,,,0,1.521612820335124 -coef_1_plus_visting_tours_constant,1.0454819220964671,0.14050000000000001,0,,,0,1.0454819220964671 -coef_2_plus_escort_tours_constant,1.8826614592335202,1.5987,0,,,0,1.8826614592335202 -coef_car_shortage_vs_workers_and_tour_frequency_is_5_plus,0.049231502786964199,-0.54979999999999996,0,,,0,0.049231502786964199 -coef_female_and_discretionary_tour,0.43925167513752339,0.30719999999999997,0,,,0,0.43925167513752339 -coef_female_and_shopping_tour,0.75313279308312531,0.45240000000000002,0,,,0,0.75313279308312531 -coef_high_income_group_and_discretionary_tour,0.23650597333467524,0.29599999999999999,0,,,0,0.23650597333467524 -coef_high_income_group_and_maintenance_tour,1.3851001427899496,0.67630000000000001,0,,,0,1.3851001427899496 -coef_high_income_group_and_shopping_tour,0.81941748088369681,0.70660000000000001,0,,,0,0.81941748088369681 -coef_high_income_group_and_tour_frequency_is_1,1.145714707143384,0.86819999999999997,0,,,0,1.145714707143384 -coef_high_income_group_and_tour_frequency_is_2,1.3475187006926646,1.5362,0,,,0,1.3475187006926646 -coef_high_income_group_and_tour_frequency_is_5_plus,1.4989029766328206,1.9331,0,,,0,1.4989029766328206 -coef_high_income_group_and_visiting_tour,-0.51731565605725049,-0.68679999999999997,0,,,0,-0.51731565605725049 -coef_logged_maximum_residual_window_tour_frequency_is_1,0.76851905160281264,1.5748,0,,,0,0.76851905160281264 -coef_logged_maximum_residual_window_tour_frequency_is_5_plus,1.2439947998832286,2.0026000000000002,0,,,0,1.2439947998832286 -coef_mediumhigh_income_group_and_shopping_tour,0.60504728952800013,0.44209999999999999,0,,,0,0.60504728952800013 -coef_mediumlow_income_group_and_tour_frequency_is_1,0.78437721912790448,0.59809999999999997,0,,,0,0.78437721912790448 -coef_mediumlow_income_group_and_tour_frequency_is_2,0.77646590268897631,0.91779999999999995,0,,,0,0.77646590268897631 -coef_mediumlow_income_group_and_tour_frequency_is_5_plus,0.85089808850406168,1.7539,0,,,0,0.85089808850406168 -coef_number_of_joint_tours_and_tour_frequency_is_4,-1.3476574162364376,-1.1986000000000001,0,,,0,-1.3476574162364376 -coef_number_of_joint_tours_and_tour_frequency_is_5_plus,-999,-999,0,,,1,-999 -coef_number_of_mandatory_tours_and_tour_frequency_is_1,-0.98906870138227188,-0.23899999999999999,0,,,0,-0.98906870138227188 -coef_number_of_mandatory_tours_and_tour_frequency_is_2,-2.8297942396236775,-1.8208,0,,,0,-2.8297942396236775 -coef_number_of_mandatory_tours_and_tour_frequency_is_5_plus,-2.7856768577576565,-2.5922999999999998,0,,,0,-2.7856768577576565 -coef_presence_of_driving_school_kid_and_escorting_tour,1.0294466048238575,0.41639999999999999,0,,,0,1.0294466048238575 -coef_presence_of_full_time_worker_and_maintenance_tour,-0.48499903248414722,-0.31309999999999999,0,,,0,-0.48499903248414722 -coef_presence_of_non_worker_and_discretionary_tour,-0.55680343210961969,-1.0370999999999999,0,,,0,-0.55680343210961969 -coef_presence_of_non_worker_and_eating_out_tour,-0.23160785967691311,-0.65449999999999997,0,,,0,-0.23160785967691311 -coef_presence_of_non_worker_and_escorting_tour,-0.61711333661533729,-0.52629999999999999,0,,,0,-0.61711333661533729 -coef_presence_of_part_time_worker_and_maintenance_tour,-1.0349086974050548,-0.56210000000000004,0,,,0,-1.0349086974050548 -coef_presence_of_pre_driving_school_kid_and_escorting_tour,1.8088903616306355,1.5794999999999999,0,,,0,1.8088903616306355 -coef_presence_of_pre_school_kid_and_escorting_tour,0.29170166099671552,0.54139999999999999,0,,,0,0.29170166099671552 -coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_1,0.30861150050683461,-0.15590000000000001,0,,,0,0.30861150050683461 -coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_5,-0.53068484548587558,-0.56810000000000005,0,,,0,-0.53068484548587558 -coef_presence_of_retiree_and_eating_out_tour,0.10920851133425635,-1.389,0,,,0,0.10920851133425635 -coef_presence_of_retiree_and_escorting_tour,-0.46115035342827437,-0.75160000000000005,0,,,0,-0.46115035342827437 -coef_presence_of_university_student_and_eating_out_tour,-1.7593233493560876,-1.4318,0,,,0,-1.7593233493560876 -coef_total_number_of_tours_is_1,-6.8126152423877206,-7.6391,0,,,0,-6.8126152423877206 -coef_total_number_of_tours_is_2,-9.8480595180849111,-10.4557,0,,,0,-9.8480595180849111 -coef_total_number_of_tours_is_3,-12.828277374217311,-14.0176,0,,,0,-12.828277374217311 -coef_total_number_of_tours_is_4,-17.097027292495152,-16.971699999999998,0,,,0,-17.097027292495152 -coef_urban_and_discretionary_tour,0,0,0,,,1,0 -coef_urban_and_escorting_tour,0.42574953349616762,-0.39290000000000003,0,,,0,0.42574953349616762 -coef_walk_access_to_retail_and_tour_frequency_is_1,0.08013974226320536,0.089899999999999994,0,,,0,0.08013974226320536 -coef_walk_access_to_retail_and_tour_frequency_is_2,0.10381957342842654,0.1447,0,,,0,0.10381957342842654 -coef_walk_access_to_retail_and_tour_frequency_is_5_plus,0.050631059744173673,0.34789999999999999,0,,,0,0.050631059744173673 -coef_0_auto_household_and_escorting_tour,-2,-2,0,,,1,-2 -coef_1_escort_tour_constant,1.851506382746368,1.7028000000000001,0,,,0,1.851506382746368 -coef_1_plus_eating_out_tours_constant,-13.970901436450166,2.0722999999999998,0,,,0,-13.970901436450166 -coef_1_plus_maintenance_tours_constant,-0.3380312101266944,0.33479999999999999,0,,,0,-0.3380312101266944 -coef_1_plus_other_discretionary_tours_constant,-1.4739919068893628,1.3389,0,,,0,-1.4739919068893628 -coef_1_plus_shopping_tours_constant,2.0188727107673241,1.8403,0,,,0,2.0188727107673241 -coef_1_plus_visting_tours_constant,1.1323634681792045,1.2172000000000001,0,,,0,1.1323634681792045 -coef_2_plus_escort_tours_constant,2.7388802955075091,2.8378999999999999,0,,,0,2.7388802955075091 -coef_auto_access_to_retail_and_discretionary,0.66837339191508294,0.094,0,,,0,0.66837339191508294 -coef_auto_access_to_retail_and_eating_out,3.3138759910731741,0.1018,0,,,0,3.3138759910731741 -coef_car_shortage_vs_workers_and_tour_frequency_is_5_plus,-1.1118144832254602,-0.58099999999999996,0,,,0,-1.1118144832254602 -coef_female_and_discretionary_tour,-0.25441036251499816,-0.3266,0,,,0,-0.25441036251499816 -coef_female_and_eatingout_tour,-0.67597120149988443,-0.65680000000000005,0,,,0,-0.67597120149988443 -coef_female_and_tour_frequency_is_1,-0.50912756748708676,0.097299999999999998,0,,,0,-0.50912756748708676 -coef_female_and_tour_frequency_is_2,0.67536539522258943,0.2361,0,,,0,0.67536539522258943 -coef_female_and_tour_frequency_is_5,1.9920281072241806,1.9001999999999999,0,,,0,1.9920281072241806 -coef_high_income_group_and_eating_out_tour,-1.7911774533976319,-0.72070000000000001,0,,,0,-1.7911774533976319 -coef_high_income_group_and_shopping_tour,0.0036422174575133359,0.56930000000000003,0,,,0,0.0036422174575133359 -coef_high_income_group_and_tour_frequency_is_1,1.4404498736015139,0.39860000000000001,0,,,0,1.4404498736015139 -coef_high_income_group_and_tour_frequency_is_2,0.83745190761364552,0.80089999999999995,0,,,0,0.83745190761364552 -coef_high_income_group_and_tour_frequency_is_5_plus,-16.251791714820886,0.82540000000000002,0,,,0,-16.251791714820886 -coef_high_income_group_and_visiting_tour,-0.82404884144093016,-0.36940000000000001,0,,,0,-0.82404884144093016 -coef_logged_maximum_residual_window_tour_frequency_is_0,0.2804768007932234,1.1858,0,,,0,0.2804768007932234 -coef_logged_maximum_residual_window_tour_frequency_is_5_plus,2.3895231990625798,1.4842,0,,,0,2.3895231990625798 -coef_mediumhigh_income_group_and_tour_frequency_is_1,0.5021013089266666,0.1109,0,,,0,0.5021013089266666 -coef_mediumhigh_income_group_and_tour_frequency_is_2,2.1358136377473733,0.39140000000000003,0,,,0,2.1358136377473733 -coef_mediumhigh_income_group_and_tour_frequency_is_5_plus,3.8895054328117173,0.61370000000000002,0,,,0,3.8895054328117173 -coef_number_of_joint_discretionary_tours,-12.752183465974035,0.67130000000000001,0,,,0,-12.752183465974035 -coef_number_of_joint_shopping_tours,-26.37328691407394,-0.71299999999999997,0,,,0,-26.37328691407394 -coef_number_of_joint_tours_and_tour_frequency_is_2,-13.926155254256475,-0.31530000000000002,0,,,0,-13.926155254256475 -coef_number_of_joint_tours_and_tour_frequency_is_3,-1.3634750101912865,-0.73509999999999998,0,,,0,-1.3634750101912865 -coef_number_of_joint_tours_and_tour_frequency_is_5_plus,-999,-999,0,,,1,-999 -coef_number_of_mandatory_tours_and_tour_frequency_is_1,-0.80994304022183816,-0.1852,0,,,0,-0.80994304022183816 -coef_number_of_mandatory_tours_and_tour_frequency_is_2,-1.9296858281272693,-0.87529999999999997,0,,,0,-1.9296858281272693 -coef_number_of_mandatory_tours_and_tour_frequency_is_3,-3.1165358577823867,-1.6157999999999999,0,,,0,-3.1165358577823867 -coef_presence_of_full_time_worker_and_discretionary_tour,-1.0912632443869512,-0.48330000000000001,0,,,0,-1.0912632443869512 -coef_presence_of_full_time_worker_and_eating_out_tour,0.77587233342381012,-0.52510000000000001,0,,,0,0.77587233342381012 -coef_presence_of_full_time_worker_and_shopping_tour,-0.47914248685175792,-0.77280000000000004,0,,,0,-0.47914248685175792 -coef_presence_of_non_worker_and_discretionary_tour,-0.59191767553470653,0.97809999999999997,0,,,0,-0.59191767553470653 -coef_presence_of_non_worker_and_tour_frequency_is_1,0.20739099041440764,-0.85060000000000002,0,,,0,0.20739099041440764 -coef_presence_of_non_worker_and_tour_frequency_is_5,-0.10809095626170608,-1.1803999999999999,0,,,0,-0.10809095626170608 -coef_presence_of_part_time_worker_and_eating_out_tour,-3.2046073693387767,-1.9795,0,,,0,-3.2046073693387767 -coef_presence_of_part_time_worker_and_escorting_tour,-2.2247073121026375,-1.8212999999999999,0,,,0,-2.2247073121026375 -coef_presence_of_part_time_worker_and_shopping_tour,-0.72896673497616749,-0.51990000000000003,0,,,0,-0.72896673497616749 -coef_presence_of_pre_driving_school_kid_and_escorting_tour,-0.075902664054760274,0.94889999999999997,0,,,0,-0.075902664054760274 -coef_presence_of_pre_driving_school_kid_and_maintenance_tour,0.072697099558985942,0.38629999999999998,0,,,0,0.072697099558985942 -coef_presence_of_pre_school_kid_and_escorting_tour,1.7499151698455373,2.1465000000000001,0,,,0,1.7499151698455373 -coef_presence_of_pre_school_kid_and_maintenance_tour,-0.61302038699567862,0.96940000000000004,0,,,0,-0.61302038699567862 -coef_presence_of_pre_school_kid_and_shopping_tour,0.42184330630960831,1.3134999999999999,0,,,0,0.42184330630960831 -coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_1,-2.028468750512793,-0.99609999999999999,0,,,0,-2.028468750512793 -coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_2,-0.7973789297994841,-1.9096,0,,,0,-0.7973789297994841 -coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_5,-0.31913117023134768,-2.8469000000000002,0,,,0,-0.31913117023134768 -coef_presence_of_university_student_and_discretionary_tour,0.090801801821042416,-0.6542,0,,,0,0.090801801821042416 -coef_presence_of_university_student_and_eating_out_tour,-0.42835319135576627,-0.65290000000000004,0,,,0,-0.42835319135576627 -coef_total_number_of_tours_is_1,-8.5863403455868603,-6.2138,0,,,0,-8.5863403455868603 -coef_total_number_of_tours_is_2,-11.319494855635142,-8.9079999999999995,0,,,0,-11.319494855635142 -coef_total_number_of_tours_is_3,-14.109861134651059,-12.3261,0,,,0,-14.109861134651059 -coef_total_number_of_tours_is_4,-17.545826984936632,-15.811400000000001,0,,,0,-17.545826984936632 -coef_transit_access_to_retail_and_discretionary,0,0,0,,,1,0 -coef_transit_access_to_retail_and_maintenance,0.2575515979885783,0.031399999999999997,0,,,0,0.2575515979885783 -coef_transit_access_to_retail_and_tour_frequency_is_5_plus,0.20705110556843734,0.066400000000000001,0,,,0,0.20705110556843734 -coef_urban_and_discretionary_tour,-1.8565919068893719,0.95630000000000004,0,,,0,-1.8565919068893719 -coef_urban_and_eatingout_tour,-15.363201436450156,0.68000000000000005,0,,,0,-15.363201436450156 -coef_urban_and_escorting_tour,0.8022669737984478,0.85160000000000002,0,,,0,0.8022669737984478 -coef_urban_and_maintenance_tour,0.35876878987331257,1.0316000000000001,0,,,0,0.35876878987331257 -coef_urban_and_shopping_tour,0.71157271076734552,0.53300000000000003,0,,,0,0.71157271076734552 -coef_urban_and_tour_frequency_is_1,-3.5373403455868409,-1.1648000000000001,0,,,0,-3.5373403455868409 -coef_urban_and_tour_frequency_is_2,-4.7291948556351686,-2.3176999999999999,0,,,0,-4.7291948556351686 -coef_urban_and_tour_frequency_is_5_plus,-6.0208881195818114,-2.5026999999999999,0,,,0,-6.0208881195818114 -coef_walk_access_to_retail_and_shopping,0.10237878258613339,0.097199999999999995,0,,,0,0.10237878258613339 -coef_0_auto_household_and_escorting_tour,-2,-2,0,,,1,-2 -coef_1_escort_tour_constant,-4.6370936451668783,-0.062899999999999998,0,,,0,-4.6370936451668783 -coef_1_plus_eating_out_tours_constant,-4.7784917438670087,-0.1429,0,,,0,-4.7784917438670087 -coef_1_plus_maintenance_tours_constant,-9.9288526036868809,-0.065299999999999997,0,,,0,-9.9288526036868809 -coef_1_plus_other_discretionary_tours_constant,-4.8073677797061976,0.33339999999999997,0,,,0,-4.8073677797061976 -coef_1_plus_shopping_tours_constant,-4.0132344215226814,0.46829999999999999,0,,,0,-4.0132344215226814 -coef_1_plus_visting_tours_constant,-4.8733824816885729,-0.12720000000000001,0,,,0,-4.8733824816885729 -coef_2_plus_escort_tours_constant,-8.9679370865450565,0.92730000000000001,0,,,0,-8.9679370865450565 -coef_at_home_pre_driving_school_kid_and_escorting_tour,-0.8524707503044644,-1.1479999999999999,0,,,0,-0.8524707503044644 -coef_at_home_pre_school_kid_and_eating_out_tour,0.60985730981221697,-0.3926,0,,,0,0.60985730981221697 -coef_at_home_pre_school_kid_and_escorting_tour,-0.061265251655105685,-0.13730000000000001,0,,,0,-0.061265251655105685 -coef_auto_access_to_retail_and_maintenance,0.61777145100025621,0.095600000000000004,0,,,0,0.61777145100025621 -coef_car_shortage_vs_workers_and_tour_frequency_is_1,-0.33803023443337216,-0.36230000000000001,0,,,0,-0.33803023443337216 -coef_car_shortage_vs_workers_and_tour_frequency_is_2,-1.4819665872500627,-1.272,0,,,0,-1.4819665872500627 -coef_car_shortage_vs_workers_and_tour_frequency_is_5_plus,-2.5557207364341159,-1.9307000000000001,0,,,0,-2.5557207364341159 -coef_car_surplus_vs_workers_and_tour_frequency_is_5_plus,3.1217745762359397,0.77380000000000004,0,,,0,3.1217745762359397 -coef_female_and_maintenance_tour,-0.24639047590764343,-0.24640000000000001,0,,,0,-0.24639047590764343 -coef_female_and_tour_frequency_is_1,0.74864834353207188,0.39019999999999999,0,,,0,0.74864834353207188 -coef_female_and_tour_frequency_is_2,0.67696554242375317,0.5323,0,,,0,0.67696554242375317 -coef_female_and_tour_frequency_is_3,1.2816987318356645,0.74519999999999997,0,,,0,1.2816987318356645 -coef_female_and_tour_frequency_is_5,2.3807456308083137,1.1294,0,,,0,2.3807456308083137 -coef_high_income_group_and_discretionary_tour,0.51835922764297204,0.88460000000000005,0,,,0,0.51835922764297204 -coef_high_income_group_and_eating_out_tour,1.5486575359260506,0.70860000000000001,0,,,0,1.5486575359260506 -coef_high_income_group_and_shopping_tour,0.72862383714535783,0.97760000000000002,0,,,0,0.72862383714535783 -coef_high_income_group_and_tour_frequency_is_2,19.097877550014662,1.0632999999999999,0,,,0,19.097877550014662 -coef_high_income_group_and_tour_frequency_is_3,19.40855278424587,1.7742,0,,,0,19.40855278424587 -coef_high_income_group_and_tour_frequency_is_5_plus,19.832439713443645,2.3940999999999999,0,,,0,19.832439713443645 -coef_high_income_group_and_visiting_tour,-0.54232747270569981,-0.94489999999999996,0,,,0,-0.54232747270569981 -coef_logged_maximum_residual_window_tour_frequency_is_1,6.5467446646225049,1.7637,0,,,0,6.5467446646225049 -coef_logged_maximum_residual_window_tour_frequency_is_5_plus,7.3593803596900216,1.7927999999999999,0,,,0,7.3593803596900216 -coef_mediumhigh_income_group_and_discretionary_tour,0.18835358619578094,0.50090000000000001,0,,,0,0.18835358619578094 -coef_mediumhigh_income_group_and_eating_out_tour,-0.18198447432701531,0.46310000000000001,0,,,0,-0.18198447432701531 -coef_mediumhigh_income_group_and_shopping_tour,1.2220802800073611,0.89059999999999995,0,,,0,1.2220802800073611 -coef_mediumhigh_income_group_and_tour_frequency_is_1,19.971744843432056,0.74260000000000004,0,,,0,19.971744843432056 -coef_mediumhigh_income_group_and_tour_frequency_is_2,19.468339358316488,0.85460000000000003,0,,,0,19.468339358316488 -coef_mediumhigh_income_group_and_tour_frequency_is_5_plus,19.731734560153548,1.0791999999999999,0,,,0,19.731734560153548 -coef_mediumhigh_income_group_and_visiting_tour,0.027868052088541078,-0.26700000000000002,0,,,0,0.027868052088541078 -coef_mediumlow_income_group_and_discretionary_tour,-0.31620776138019963,0.17069999999999999,0,,,0,-0.31620776138019963 -coef_mediumlow_income_group_and_eating_out_tour,0.64577775605665877,0.27660000000000001,0,,,0,0.64577775605665877 -coef_mediumlow_income_group_and_shopping_tour,0.55581824014310544,0.77339999999999998,0,,,0,0.55581824014310544 -coef_mediumlow_income_group_and_tour_frequency_is_1,17.934254078999015,0.57089999999999996,0,,,0,17.934254078999015 -coef_mediumlow_income_group_and_tour_frequency_is_5_plus,18.117537469658512,0.83150000000000002,0,,,0,18.117537469658512 -coef_number_of_joint_eating_out_tours,-13.182543625013849,-0.77270000000000005,0,,,0,-13.182543625013849 -coef_number_of_joint_shopping_tours,-16.83999430505957,-0.23910000000000001,0,,,0,-16.83999430505957 -coef_number_of_joint_tours_and_tour_frequency_is_1,-7.7865756289572001,-0.1699,0,,,0,-7.7865756289572001 -coef_number_of_joint_tours_and_tour_frequency_is_2,-9.7470032949607344,-0.42849999999999999,0,,,0,-9.7470032949607344 -coef_number_of_joint_tours_and_tour_frequency_is_3,-9.2917720828786727,-0.65510000000000002,0,,,0,-9.2917720828786727 -coef_number_of_joint_tours_and_tour_frequency_is_5_plus,-9.5554577624862169,-1.0410999999999999,0,,,0,-9.5554577624862169 -coef_number_of_mandatory_tours_and_tour_frequency_is_1,-0.67660000000000031,-0.67659999999999998,0,,,0,-0.67660000000000031 -coef_number_of_mandatory_tours_and_tour_frequency_is_3,-1.0517999999999865,-1.0518000000000001,0,,,0,-1.0517999999999865 -coef_number_of_mandatory_tours_and_tour_frequency_is_5_plus,-999,-999,0,,,1,-999 -coef_presence_of_full_time_worker_and_eating_out_tour,-1.3147958652535416,-0.4667,0,,,0,-1.3147958652535416 -coef_presence_of_full_time_worker_and_escorting_tour,0.35065195072713085,0.3947,0,,,0,0.35065195072713085 -coef_presence_of_non_worker_and_eating_out_tour,-0.40882607118791908,-0.49759999999999999,0,,,0,-0.40882607118791908 -coef_presence_of_non_worker_and_tour_frequency_is_1,1.8072738878835897,-0.37630000000000002,0,,,0,1.8072738878835897 -coef_presence_of_non_worker_and_tour_frequency_is_2,1.6043590047626219,-0.71899999999999997,0,,,0,1.6043590047626219 -coef_presence_of_non_worker_and_tour_frequency_is_5,2.2189804440527738,-1.0228999999999999,0,,,0,2.2189804440527738 -coef_presence_of_part_time_worker_and_discretionary_tour,-0.47082010937157609,-0.35449999999999998,0,,,0,-0.47082010937157609 -coef_presence_of_part_time_worker_and_escorting_tour,-0.93192205603574063,-0.58609999999999995,0,,,0,-0.93192205603574063 -coef_presence_of_pre_driving_school_kid_and_escorting_tour,1.641829095308502,1.3773,0,,,0,1.641829095308502 -coef_presence_of_pre_school_kid_and_escorting_tour,0.73998301755141227,0.71940000000000004,0,,,0,0.73998301755141227 -coef_presence_of_predriving_school_kid_in_household_and_tour_frequency_is_1,-3.5928894631244406,0.14860000000000001,0,,,0,-3.5928894631244406 -coef_presence_of_predriving_school_kid_in_household_and_tour_frequency_is_5,-3.4708451352652347,0.48399999999999999,0,,,0,-3.4708451352652347 -coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_5,-3.8618704642204897,-0.71609999999999996,0,,,0,-3.8618704642204897 -coef_presence_of_retiree_and_eating_out_tour,-1.0190993475697523,-0.69110000000000005,0,,,0,-1.0190993475697523 -coef_presence_of_retiree_and_tour_frequency_is_1,2.0287807186246019,-0.46400000000000002,0,,,0,2.0287807186246019 -coef_presence_of_retiree_and_tour_frequency_is_5,1.9825418685322151,-0.47949999999999998,0,,,0,1.9825418685322151 -coef_total_number_of_tours_is_1,-23.000692254160132,-8.9791000000000007,0,,,0,-23.000692254160132 -coef_total_number_of_tours_is_2,-21.149510809685545,-12.024800000000001,0,,,0,-21.149510809685545 -coef_total_number_of_tours_is_3,-20.410764424564405,-14.851599999999999,0,,,0,-20.410764424564405 -coef_total_number_of_tours_is_4,-18.774647425375999,-17.703700000000001,0,,,0,-18.774647425375999 -coef_urban_and_discretionary_tour,0,0,0,,,1,0 -coef_walk_access_to_retail_and_discretionary,0.21406620152863903,0.077200000000000005,0,,,0,0.21406620152863903 -coef_walk_access_to_retail_and_shopping,0.039842855326550811,0.059799999999999999,0,,,0,0.039842855326550811 -coef_walk_access_to_retail_and_tour_frequency_is_1,-0.50693838925819146,0.071300000000000002,0,,,0,-0.50693838925819146 -coef_walk_access_to_retail_and_tour_frequency_is_2,-0.40382297267886119,0.12559999999999999,0,,,0,-0.40382297267886119 -coef_walk_access_to_retail_and_tour_frequency_is_5_plus,-0.2605333269191239,0.15079999999999999,0,,,0,-0.2605333269191239 -coef_0_auto_household_and_escorting_tour,-2,-2,0,,,1,-2 -coef_1_escort_tour_constant,-2.7305964314514153,-0.3992,0,,,0,-2.7305964314514153 -coef_1_plus_eating_out_tours_constant,-2.5833046182687838,0.024500000000000001,0,,,0,-2.5833046182687838 -coef_1_plus_maintenance_tours_constant,-2.2992187330295928,0.1046,0,,,0,-2.2992187330295928 -coef_1_plus_other_discretionary_tours_constant,-2.243196200999289,0.42820000000000003,0,,,0,-2.243196200999289 -coef_1_plus_shopping_tours_constant,-1.9166425341877475,0.59470000000000001,0,,,0,-1.9166425341877475 -coef_1_plus_visting_tours_constant,-2.3440181283716535,0.27889999999999998,0,,,0,-2.3440181283716535 -coef_2_plus_escort_tours_constant,-4.935936491425144,0.51749999999999996,0,,,0,-4.935936491425144 -coef_car_surplus_vs_workers_and_tour_frequency_is_1,3.0947542774241259,0.79649999999999999,0,,,0,3.0947542774241259 -coef_car_surplus_vs_workers_and_tour_frequency_is_5_plus,3.4758535183316823,2.1301999999999999,0,,,0,3.4758535183316823 -coef_female_and_discretionary_tour,0.54152756837997074,0.49540000000000001,0,,,0,0.54152756837997074 -coef_female_and_maintenance_tour,0.70832787327762092,0.74239999999999995,0,,,0,0.70832787327762092 -coef_female_and_shopping_tour,0.60931588761190625,0.96879999999999999,0,,,0,0.60931588761190625 -coef_female_and_tour_frequency_is_1,-2.5191550524321347,-0.93479999999999996,0,,,0,-2.5191550524321347 -coef_female_and_tour_frequency_is_2,-2.7271688014502797,-1.3028,0,,,0,-2.7271688014502797 -coef_female_and_tour_frequency_is_5,-4.160203189113477,-2.266,0,,,0,-4.160203189113477 -coef_high_income_group_and_discretionary_tour,0.925884382174195,1.0095000000000001,0,,,0,0.925884382174195 -coef_high_income_group_and_eating_out_tour,1.6244927837294076,1.4842,0,,,0,1.6244927837294076 -coef_high_income_group_and_maintenance_tour,1.0061046181279161,1.3794999999999999,0,,,0,1.0061046181279161 -coef_high_income_group_and_shopping_tour,1.1051711360900713,1.0949,0,,,0,1.1051711360900713 -coef_high_income_group_and_visiting_tour,-0.65666362636554731,-0.51370000000000005,0,,,0,-0.65666362636554731 -coef_logged_maximum_residual_window_tour_frequency_is_1,2.9665568563624931,1.8357000000000001,0,,,0,2.9665568563624931 -coef_logged_maximum_residual_window_tour_frequency_is_2,5.5814162293366207,2.2707000000000002,0,,,0,5.5814162293366207 -coef_logged_maximum_residual_window_tour_frequency_is_5_plus,31.90953136720945,4.4023000000000003,0,,,0,31.90953136720945 -coef_mediumhigh_income_group_and_eating_out_tour,0.96427913021513256,1.181,0,,,0,0.96427913021513256 -coef_mediumhigh_income_group_and_maintenance_tour,0.46535126535259236,0.76480000000000004,0,,,0,0.46535126535259236 -coef_mediumhigh_income_group_and_visiting_tour,-0.47816865349286397,-0.43680000000000002,0,,,0,-0.47816865349286397 -coef_mediumlow_income_group_and_eating_out_tour,0.87748591583370439,0.97689999999999999,0,,,0,0.87748591583370439 -coef_number_of_joint_shopping_tours,-0.29099821232337242,-0.80720000000000003,0,,,0,-0.29099821232337242 -coef_number_of_joint_tours_and_tour_frequency_is_2,-6.3271431941591754,-0.94999999999999996,0,,,0,-6.3271431941591754 -coef_number_of_joint_tours_and_tour_frequency_is_3,-85.62738865588544,-7.1429999999999998,0,,,0,-85.62738865588544 -coef_number_of_joint_tours_and_tour_frequency_is_5_plus,-999,-999,0,,,1,-999 -coef_number_of_mandatory_tours_and_tour_frequency_is_3,-5.019600000000028,-5.0195999999999996,0,,,0,-5.019600000000028 -coef_presence_of_full_time_worker_and_discretionary_tour,-0.33198445299681917,-0.48349999999999999,0,,,0,-0.33198445299681917 -coef_presence_of_full_time_worker_and_shopping_tour,-0.20732525817194136,-0.3609,0,,,0,-0.20732525817194136 -coef_presence_of_non_worker_and_discretionary_tour,-0.084103901018104457,-0.56030000000000002,0,,,0,-0.084103901018104457 -coef_presence_of_non_worker_and_eating_out_tour,-0.70153618582065125,-0.78800000000000003,0,,,0,-0.70153618582065125 -coef_presence_of_non_worker_and_tour_frequency_is_1,1.190680638791682,0.224,0,,,0,1.190680638791682 -coef_presence_of_non_worker_and_tour_frequency_is_2,1.3741954434150898,0.24360000000000001,0,,,0,1.3741954434150898 -coef_presence_of_non_worker_and_tour_frequency_is_3,2.1568221719771987,0.62,0,,,0,2.1568221719771987 -coef_presence_of_non_worker_and_tour_frequency_is_5,3.6943030613453041,3.3742000000000001,0,,,0,3.6943030613453041 -coef_presence_of_pre_driving_school_kid_and_escorting_tour,1.6828802926363635,1.4903,0,,,0,1.6828802926363635 -coef_presence_of_pre_school_kid_and_escorting_tour,0.6418126572452616,0.50270000000000004,0,,,0,0.6418126572452616 -coef_presence_of_retiree_and_eating_out_tour,-0.94467975988729869,-0.92820000000000003,0,,,0,-0.94467975988729869 -coef_presence_of_retiree_and_tour_frequency_is_1,0.32142424910250489,-0.44579999999999997,0,,,0,0.32142424910250489 -coef_presence_of_retiree_and_tour_frequency_is_5,-0.051241627429369267,-0.53149999999999997,0,,,0,-0.051241627429369267 -coef_total_number_of_tours_is_1,-14.532344561692602,-8.5684000000000005,0,,,0,-14.532344561692602 -coef_total_number_of_tours_is_2,-15.267479608696,-12.7416,0,,,0,-15.267479608696 -coef_total_number_of_tours_is_3,-15.029318269696628,-15.097799999999999,0,,,0,-15.029318269696628 -coef_total_number_of_tours_is_4,-14.905139728465468,-19.543900000000001,0,,,0,-14.905139728465468 -coef_total_number_of_tours_is_5,-27.549766425423158,-20.7897,0,,,0,-27.549766425423158 -coef_urban_and_discretionary_tour,0,0,0,,,1,0 -coef_walk_access_to_retail_and_tour_frequency_is_5_plus,0.69108202469519608,0.061600000000000002,0,,,0,0.69108202469519608 -coef_0_auto_household_and_escorting_tour,-289.8229029803021,-2,0,,,0,-289.8229029803021 -coef_1_escort_tour_constant,-6435.0390181016955,-0.49340000000000001,0,,,0,-6435.0390181016955 -coef_1_plus_eating_out_tours_constant,-3885.4588776888277,-0.024199999999999999,0,,,0,-3885.4588776888277 -coef_1_plus_maintenance_tours_constant,-1195.820538102714,-0.43440000000000001,0,,,0,-1195.820538102714 -coef_1_plus_other_discretionary_tours_constant,-2406.8351033087347,-0.26019999999999999,0,,,0,-2406.8351033087347 -coef_1_plus_shopping_tours_constant,-2389.3329943094268,0.53200000000000003,0,,,0,-2389.3329943094268 -coef_1_plus_visting_tours_constant,-2389.3330448627075,0.23669999999999999,0,,,0,-2389.3330448627075 -coef_2_plus_escort_tours_constant,-5667.7536964485398,1.4155,0,,,0,-5667.7536964485398 -coef_auto_access_to_retail_and_tour_frequency_is_5_plus,-44.188316817581487,0.1004,0,,,0,-44.188316817581487 -coef_car_shortage_vs_workers_and_tour_frequency_is_5_plus,-17233.038189911007,-0.63690000000000002,0,,,0,-17233.038189911007 -coef_car_surplus_vs_workers_and_tour_frequency_is_1,-4035.6682342280183,0.29020000000000001,0,,,0,-4035.6682342280183 -coef_car_surplus_vs_workers_and_tour_frequency_is_5_plus,15226.177337300056,2.0352000000000001,0,,,0,15226.177337300056 -coef_high_income_group_and_discretionary_tour,4481.1384250439169,2.327,0,,,0,4481.1384250439169 -coef_high_income_group_and_eating_out_tour,-3157.3119275161603,0.49159999999999998,0,,,0,-3157.3119275161603 -coef_high_income_group_and_maintenance_tour,4461.5369605107207,0.3982,0,,,0,4461.5369605107207 -coef_high_income_group_and_shopping_tour,4461.4429017490374,0.24429999999999999,0,,,0,4461.4429017490374 -coef_high_income_group_and_visiting_tour,4461.4429504155632,0.2858,0,,,0,4461.4429504155632 -coef_logged_maximum_residual_window_tour_frequency_is_1,16.59431744086881,1.3298000000000001,0,,,0,16.59431744086881 -coef_logged_maximum_residual_window_tour_frequency_is_2,-19743.176298333881,1.3758999999999999,0,,,0,-19743.176298333881 -coef_logged_maximum_residual_window_tour_frequency_is_5_plus,-11491.799030434713,3.2808000000000002,0,,,0,-11491.799030434713 -coef_mediumhigh_income_group_and_discretionary_tour,572.85327387545237,1.405,0,,,0,572.85327387545237 -coef_mediumlow_income_group_and_discretionary_tour,-4429.9957085995002,0.91690000000000005,0,,,0,-4429.9957085995002 -coef_number_of_joint_tours_and_tour_frequency_is_1,-4180.4057704710467,-0.2162,0,,,0,-4180.4057704710467 -coef_number_of_joint_tours_and_tour_frequency_is_2,-1606.5225196031554,-0.35870000000000002,0,,,0,-1606.5225196031554 -coef_number_of_joint_tours_and_tour_frequency_is_3,-109.82052032264515,-4.2701000000000002,0,,,0,-109.82052032264515 -coef_number_of_joint_tours_and_tour_frequency_is_5_plus,-999,-999,0,,,1,-999 -coef_number_of_mandatory_tours_and_tour_frequency_is_1,-16877.22897390166,-0.23400000000000001,0,,,0,-16877.22897390166 -coef_number_of_mandatory_tours_and_tour_frequency_is_2,12620.915950735254,-0.92310000000000003,0,,,0,12620.915950735254 -coef_number_of_mandatory_tours_and_tour_frequency_is_3,-4862.0542490777971,-6.5834999999999999,0,,,0,-4862.0542490777971 -coef_presence_of_driving_school_kid_and_discretionary_tour,-578.87902646773102,-0.92020000000000002,0,,,0,-578.87902646773102 -coef_presence_of_driving_school_kid_and_eating_out_tour,6.3818078926553543,-0.63770000000000004,0,,,0,6.3818078926553543 -coef_presence_of_non_worker_and_tour_frequency_is_2,878.02090360283751,-0.65710000000000002,0,,,0,878.02090360283751 -coef_presence_of_non_worker_and_tour_frequency_is_5,-1944.9451752413561,-1.4044000000000001,0,,,0,-1944.9451752413561 -coef_presence_of_pre_driving_school_kid_and_eating_out_tour,-164.90826536171795,-1.5698000000000001,0,,,0,-164.90826536171795 -coef_presence_of_pre_school_kid_and_eating_out_tour,313.48001148774,-0.29870000000000002,0,,,0,313.48001148774 -coef_presence_of_predriving_school_kid_in_household_and_tour_frequency_is_1,4033.6155636258295,-0.32190000000000002,0,,,0,4033.6155636258295 -coef_presence_of_predriving_school_kid_in_household_and_tour_frequency_is_5,10149.453409973896,-1.0873999999999999,0,,,0,10149.453409973896 -coef_presence_of_university_student_and_discretionary_tour,3906.4266707305842,-1.2834000000000001,0,,,0,3906.4266707305842 -coef_total_number_of_tours_is_1,15200.841767655202,-7.1505999999999998,0,,,0,15200.841767655202 -coef_total_number_of_tours_is_2,-1638.5769688659211,-11.1214,0,,,0,-1638.5769688659211 -coef_total_number_of_tours_is_3,-14010.773566398255,-13.175000000000001,0,,,0,-14010.773566398255 -coef_urban_and_discretionary_tour,0,0,0,,,1,0 -coef_urban_and_maintenance_tour,-1194.3467381027456,1.0394000000000001,0,,,0,-1194.3467381027456 -coef_0_auto_household_and_escorting_tour,-2,-2,0,,,1,-2 -coef_1_escort_tour_constant,-1.5720813847845454,-0.75509999999999999,0,,,0,-1.5720813847845454 -coef_1_plus_eating_out_tours_constant,-2.2222101927022981,1.1145,0,,,0,-2.2222101927022981 -coef_1_plus_maintenance_tours_constant,-1.4971354824013905,-0.50600000000000001,0,,,0,-1.4971354824013905 -coef_1_plus_other_discretionary_tours_constant,0.090817754053456476,0.46339999999999998,0,,,0,0.090817754053456476 -coef_1_plus_shopping_tours_constant,1.4746878492357582,0.4783,0,,,0,1.4746878492357582 -coef_1_plus_visting_tours_constant,-1.7926082106791246,-0.40060000000000001,0,,,0,-1.7926082106791246 -coef_2_plus_escort_tours_constant,-2.0596226601487464,-0.0086,0,,,0,-2.0596226601487464 -coef_auto_access_to_retail_and_escorting,0.55510798946163165,0.062899999999999998,0,,,0,0.55510798946163165 -coef_high_income_group_and_eating_out_tour,-1.3619797881516873,-0.70099999999999996,0,,,0,-1.3619797881516873 -coef_high_income_group_and_shopping_tour,-3.7366703418799889,-0.65059999999999996,0,,,0,-3.7366703418799889 -coef_high_income_group_and_tour_frequency_is_5_plus,16.017262532020865,2.0175000000000001,0,,,0,16.017262532020865 -coef_logged_maximum_residual_window_tour_frequency_is_5_plus,1.5260250312624306,1.5603,0,,,0,1.5260250312624306 -coef_mediumhigh_income_group_and_tour_frequency_is_5_plus,15.096814033084895,1.5197000000000001,0,,,0,15.096814033084895 -coef_mediumlow_income_group_and_tour_frequency_is_5_plus,14.227759264655967,1.0872999999999999,0,,,0,14.227759264655967 -coef_number_of_joint_maintenance_tours,-1.3476000000000012,-1.3475999999999999,0,,,0,-1.3476000000000012 -coef_number_of_joint_tours_and_tour_frequency_is_2,-1.197115331977753,-0.6149,0,,,0,-1.197115331977753 -coef_number_of_joint_tours_and_tour_frequency_is_5_plus,-999,-999,0,,,1,-999 -coef_number_of_mandatory_tours_and_tour_frequency_is_1,-9.889679573574405,-1.0330999999999999,0,,,0,-9.889679573574405 -coef_number_of_mandatory_tours_and_tour_frequency_is_3,-10.67510730845137,-2.7444999999999999,0,,,0,-10.67510730845137 -coef_presence_of_full_time_worker_and_discretionary_tour,0.16721747319430935,0.75260000000000005,0,,,0,0.16721747319430935 -coef_presence_of_non_worker_and_eating_out_tour,-1.2956623152758151,-1.3073999999999999,0,,,0,-1.2956623152758151 -coef_presence_of_non_worker_and_shopping_tour,-1.3536696182080568,-0.64500000000000002,0,,,0,-1.3536696182080568 -coef_presence_of_non_worker_and_tour_frequency_is_5,-0.43468555667172859,0.2177,0,,,0,-0.43468555667172859 -coef_presence_of_part_time_worker_and_discretionary_tour,-0.3421551128565386,0.37209999999999999,0,,,0,-0.3421551128565386 -coef_presence_of_pre_driving_school_kid_and_shopping_tour,1.4153790716986809,0.9365,0,,,0,1.4153790716986809 -coef_presence_of_predriving_school_kid_in_household_and_tour_frequency_is_5,0.29018085167135443,-0.22639999999999999,0,,,0,0.29018085167135443 -coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_5,0.32894398990809354,-0.44390000000000002,0,,,0,0.32894398990809354 -coef_total_number_of_tours_is_1,-11.291182488562882,-7.4863,0,,,0,-11.291182488562882 -coef_total_number_of_tours_is_2,-13.228339383952731,-10.718,0,,,0,-13.228339383952731 -coef_total_number_of_tours_is_3,-14.18490457703578,-13.788399999999999,0,,,0,-14.18490457703578 -coef_urban_and_discretionary_tour,0,0,0,,,1,0 -coef_urban_and_escorting_tour,-4.4838267050822331,0.43519999999999998,0,,,0,-4.4838267050822331 -coef_walk_access_to_retail_and_eating_out,0.40010314025899563,0.073800000000000004,0,,,0,0.40010314025899563 -coef_0_auto_household_and_escorting_tour,-2,-2,0,,,1,-2 -coef_1_escort_tour_constant,0.17965076785412498,0.36220000000000002,0,,,0,0.17965076785412498 -coef_1_plus_eating_out_tours_constant,0.20482664653158225,0.96120000000000005,0,,,0,0.20482664653158225 -coef_1_plus_maintenance_tours_constant,0.073169219109727679,0.67879999999999996,0,,,0,0.073169219109727679 -coef_1_plus_other_discretionary_tours_constant,1.1336617402388429,1.4935,0,,,0,1.1336617402388429 -coef_1_plus_shopping_tours_constant,0.78536748102125453,1.6919,0,,,0,0.78536748102125453 -coef_1_plus_visting_tours_constant,-0.011286106402072775,0.44240000000000002,0,,,0,-0.011286106402072775 -coef_2_plus_escort_tours_constant,1.7444288874480711,2.2219000000000002,0,,,0,1.7444288874480711 -coef_discretionary_tour,0.54316174023884323,0.90300000000000002,0,,,0,0.54316174023884323 -coef_escorting_tour,1.3535085427502769,2.4910000000000001,0,,,0,1.3535085427502769 -coef_maintenance_tour,0.41636921910972319,1.022,0,,,0,0.41636921910972319 -coef_presence_of_full_time_worker_and_escorting_tour,-0.61349175561143976,-0.89300000000000002,0,,,0,-0.61349175561143976 -coef_presence_of_non_worker_and_discretionary_tour,0.013878903113522139,0.79100000000000004,0,,,0,0.013878903113522139 -coef_presence_of_non_worker_and_eating_out_tour,1.115052476897767,1.157,0,,,0,1.115052476897767 -coef_presence_of_non_worker_and_escorting_tour,0.89099305834953102,0.89000000000000001,0,,,0,0.89099305834953102 -coef_presence_of_non_worker_and_shopping_tour,0.23105344171814299,0.80800000000000005,0,,,0,0.23105344171814299 -coef_presence_of_part_time_worker_and_eating_out_tour,1.392675253476324,1.0369999999999999,0,,,0,1.392675253476324 -coef_presence_of_part_time_worker_and_shopping_tour,1.0440437570455048,1.155,0,,,0,1.0440437570455048 -coef_total_number_of_tours_is_1,-4.436746551709029,-5.7590000000000003,0,,,0,-4.436746551709029 -coef_total_number_of_tours_is_2,-9.0395579310699805,-11.516999999999999,0,,,0,-9.0395579310699805 -coef_total_number_of_tours_is_3,-12.714428561549662,-17.276,0,,,0,-12.714428561549662 -coef_total_number_of_tours_is_4,-29.08035109456312,-23.035,0,,,0,-29.08035109456312 -coef_total_number_of_tours_is_6_plus,-999,-999,0,,,1,-999 -coef_urban_and_discretionary_tour,0,0,0,,,1,0 -coef_visiting_or_social_tour,0.31531389359792661,0.76900000000000002,0,,,0,0.31531389359792661 +,value,initvalue,nullvalue,minimum,maximum,best +coef_0_auto_household_and_escorting_tour,-2,-2,0,-2,-2,-2 +coef_1_escort_tour_constant,0.3190372575850004,0.0298,0,,,0.3190372575850004 +coef_1_plus_eating_out_tours_constant,-1.0128556061868639,0.0097000000000000003,0,,,-1.0128556061868639 +coef_1_plus_maintenance_tours_constant,-2.8426429307763517,0.1202,0,,,-2.8426429307763517 +coef_1_plus_other_discretionary_tours_constant,10.543978753178383,0.74119999999999997,0,,,10.543978753178383 +coef_1_plus_shopping_tours_constant,7.1839137908242963,0.47739999999999999,0,,,7.1839137908242963 +coef_1_plus_visting_tours_constant,-0.3208195851541456,0.052200000000000003,0,,,-0.3208195851541456 +coef_2_plus_escort_tours_constant,0.60671030252342817,0.74019999999999997,0,,,0.60671030252342817 +coef_at_home_pre_driving_school_kid_and_escorting_tour,-0.92647632492670284,-0.27460000000000001,0,,,-0.92647632492670284 +coef_at_home_pre_school_kid_and_discretionary_tour,-0.65566150836617298,-0.4703,0,,,-0.65566150836617298 +coef_at_home_pre_school_kid_and_escorting_tour,-0.79299240501544976,-1.5674999999999999,0,,,-0.79299240501544976 +coef_auto_access_to_retail_and_discretionary,-1.0508623054596398,0.084400000000000003,0,,,-1.0508623054596398 +coef_auto_access_to_retail_and_maintenance,0.27881164131795588,0.074899999999999994,0,,,0.27881164131795588 +coef_auto_access_to_retail_and_shopping,-0.6308268427373509,0.1067,0,,,-0.6308268427373509 +coef_car_surplus_vs_workers_and_tour_frequency_is_5_plus,0.16837878665395392,0.13039999999999999,0,,,0.16837878665395392 +coef_female_and_escorting_tour,0.60135724689113756,0.18240000000000001,0,,,0.60135724689113756 +coef_female_and_tour_frequency_is_1,-0.31583892945263869,-0.076600000000000001,0,,,-0.31583892945263869 +coef_female_and_tour_frequency_is_2,-0.5828100966419405,-0.1062,0,,,-0.5828100966419405 +coef_female_and_tour_frequency_is_5,0.022734817568325703,-0.32740000000000002,0,,,0.022734817568325703 +coef_high_income_group_and_discretionary_tour,-0.060443076774255075,0.25650000000000001,0,,,-0.060443076774255075 +coef_high_income_group_and_eating_out_tour,0.72620905564966565,0.55810000000000004,0,,,0.72620905564966565 +coef_high_income_group_and_tour_frequency_is_1,1.1372979170796778,0.51890000000000003,0,,,1.1372979170796778 +coef_high_income_group_and_tour_frequency_is_2,2.2159303224114666,1.1335999999999999,0,,,2.2159303224114666 +coef_high_income_group_and_tour_frequency_is_5_plus,0.10501223044514314,1.3898999999999999,0,,,0.10501223044514314 +coef_high_income_group_and_visiting_tour,-0.86265476671748431,-0.24229999999999999,0,,,-0.86265476671748431 +coef_logged_maximum_residual_window_tour_frequency_is_1,1.3354533697510027,1.2562,0,,,1.3354533697510027 +coef_logged_maximum_residual_window_tour_frequency_is_2,1.4260046446625716,1.2867999999999999,0,,,1.4260046446625716 +coef_logged_maximum_residual_window_tour_frequency_is_5_plus,0.64024624278385667,1.3993,0,,,0.64024624278385667 +coef_mediumhigh_income_group_and_tour_frequency_is_1,1.0937153306192198,0.49809999999999999,0,,,1.0937153306192198 +coef_mediumhigh_income_group_and_tour_frequency_is_2,1.8148765360700809,0.83450000000000002,0,,,1.8148765360700809 +coef_mediumhigh_income_group_and_tour_frequency_is_5_plus,1.0390643994599666,1.0213000000000001,0,,,1.0390643994599666 +coef_number_of_joint_eating_out_tours,-9.9809215555613431,-0.58660000000000001,0,,,-9.9809215555613431 +coef_number_of_mandatory_tours_and_tour_frequency_is_2,-1.4334081077188456,-0.88870000000000005,0,,,-1.4334081077188456 +coef_number_of_mandatory_tours_and_tour_frequency_is_5_plus,-1.6366589797047477,-2.3342999999999998,0,,,-1.6366589797047477 +coef_presence_of_driving_school_kid_and_discretionary_tour,0.38403906373496743,-0.39629999999999999,0,,,0.38403906373496743 +coef_presence_of_driving_school_kid_and_escorting_tour,-0.21108592167092743,0.36009999999999998,0,,,-0.21108592167092743 +coef_presence_of_full_time_worker_and_discretionary_tour,-0.78342819804391672,-0.66700000000000004,0,,,-0.78342819804391672 +coef_presence_of_full_time_worker_and_eating_out_tour,-0.74762089644693475,-0.35709999999999997,0,,,-0.74762089644693475 +coef_presence_of_full_time_worker_and_maintenance_tour,-0.34233564267666977,-0.16850000000000001,0,,,-0.34233564267666977 +coef_presence_of_full_time_worker_and_shopping_tour,-0.63058521173008519,-0.30590000000000001,0,,,-0.63058521173008519 +coef_presence_of_non_worker_and_discretionary_tour,-1.2669707808842081,-0.42809999999999998,0,,,-1.2669707808842081 +coef_presence_of_non_worker_and_eating_out_tour,-0.44503023956321403,-0.2014,0,,,-0.44503023956321403 +coef_presence_of_non_worker_and_escorting_tour,-0.85427331034949039,-0.48149999999999998,0,,,-0.85427331034949039 +coef_presence_of_non_worker_and_maintenance_tour,-0.20935037072535292,-0.32369999999999999,0,,,-0.20935037072535292 +coef_presence_of_non_worker_and_shopping_tour,-0.84441949424610041,-0.41599999999999998,0,,,-0.84441949424610041 +coef_presence_of_part_time_worker_and_discretionary_tour,-0.041239276355498081,-0.2102,0,,,-0.041239276355498081 +coef_presence_of_part_time_worker_and_maintenance_tour,-0.18336221092296712,-0.15840000000000001,0,,,-0.18336221092296712 +coef_presence_of_part_time_worker_and_shopping_tour,-0.14852190396109033,-0.15409999999999999,0,,,-0.14852190396109033 +coef_presence_of_pre_driving_school_kid_and_discretionary_tour,-0.12585844615812486,-0.39589999999999997,0,,,-0.12585844615812486 +coef_presence_of_pre_driving_school_kid_and_escorting_tour,1.4021102250286928,1.3974,0,,,1.4021102250286928 +coef_presence_of_pre_school_kid_and_discretionary_tour,-0.017076036823995389,-0.5081,0,,,-0.017076036823995389 +coef_presence_of_pre_school_kid_and_eating_out_tour,-0.84547304246409216,-0.42249999999999999,0,,,-0.84547304246409216 +coef_presence_of_pre_school_kid_and_escorting_tour,0.74822720714906121,0.68420000000000003,0,,,0.74822720714906121 +coef_presence_of_pre_school_kid_and_shopping_tour,-0.006143364129761947,-0.20799999999999999,0,,,-0.006143364129761947 +coef_presence_of_retiree_and_discretionary_tour,-0.5968298706214118,-0.91039999999999999,0,,,-0.5968298706214118 +coef_presence_of_retiree_and_eating_out_tour,-1.2874101904899586,-0.57079999999999997,0,,,-1.2874101904899586 +coef_presence_of_retiree_and_escorting_tour,-12.931599172963331,-0.80800000000000005,0,,,-12.931599172963331 +coef_presence_of_university_student_and_discretionary_tour,-0.40727682870124049,-0.85509999999999997,0,,,-0.40727682870124049 +coef_total_number_of_tours_is_1,-7.5238510045347198,-7.3571999999999997,0,,,-7.5238510045347198 +coef_total_number_of_tours_is_2,-10.052745008623061,-10.647,0,,,-10.052745008623061 +coef_total_number_of_tours_is_3,-11.089117141589441,-13.500500000000001,0,,,-11.089117141589441 +coef_total_number_of_tours_is_4,-12.79747158559379,-16.3965,0,,,-12.79747158559379 +coef_total_number_of_tours_is_5,-21.780097785311945,-19.6843,0,,,-21.780097785311945 +coef_total_number_of_tours_is_6_plus,-999,-999,0,-999,-999,-999 +coef_transit_access_to_retail_and_tour_frequency_is_5_plus,0.07445921318512129,0.022599999999999999,0,,,0.07445921318512129 +coef_urban_and_discretionary_tour,0,0,0,0,0,0 +coef_urban_and_escorting_tour,-0.40934213736815739,-0.43159999999999998,0,,,-0.40934213736815739 +coef_walk_access_to_retail_and_discretionary,0.16052040097513201,0.0567,0,,,0.16052040097513201 +coef_walk_access_to_retail_and_eating_out,0.21128946397868445,0.14499999999999999,0,,,0.21128946397868445 +coef_walk_access_to_retail_and_escorting,-0.10528530451785624,0.045100000000000001,0,,,-0.10528530451785624 +coef_walk_access_to_retail_and_shopping,0.030181871306816859,0.033000000000000002,0,,,0.030181871306816859 +coef_zero_car_ownership_and_tour_frequency_is_5_plus,-0.22749157163698558,-0.34860000000000002,0,,,-0.22749157163698558 +coef_0_auto_household_and_escorting_tour,-2,-2,0,-2,-2,-2 +coef_1_escort_tour_constant,0.77792661515451589,0.5272,0,,,0.77792661515451589 +coef_1_plus_eating_out_tours_constant,1.6650752768925599,0.69140000000000001,0,,,1.6650752768925599 +coef_1_plus_maintenance_tours_constant,1.2147335336677649,0.55330000000000001,0,,,1.2147335336677649 +coef_1_plus_other_discretionary_tours_constant,1.7838713459166913,0.79890000000000005,0,,,1.7838713459166913 +coef_1_plus_shopping_tours_constant,1.5216128214649225,0.75690000000000002,0,,,1.5216128214649225 +coef_1_plus_visting_tours_constant,1.0454819231998753,0.14050000000000001,0,,,1.0454819231998753 +coef_2_plus_escort_tours_constant,1.8826614596684659,1.5987,0,,,1.8826614596684659 +coef_car_shortage_vs_workers_and_tour_frequency_is_5_plus,0.049231503501832231,-0.54979999999999996,0,,,0.049231503501832231 +coef_female_and_discretionary_tour,0.4392516750827225,0.30719999999999997,0,,,0.4392516750827225 +coef_female_and_shopping_tour,0.75313279306505232,0.45240000000000002,0,,,0.75313279306505232 +coef_high_income_group_and_discretionary_tour,0.23650597334594267,0.29599999999999999,0,,,0.23650597334594267 +coef_high_income_group_and_maintenance_tour,1.3851001428210838,0.67630000000000001,0,,,1.3851001428210838 +coef_high_income_group_and_shopping_tour,0.8194174808417779,0.70660000000000001,0,,,0.8194174808417779 +coef_high_income_group_and_tour_frequency_is_1,1.1457147075553702,0.86819999999999997,0,,,1.1457147075553702 +coef_high_income_group_and_tour_frequency_is_2,1.3475187007328813,1.5362,0,,,1.3475187007328813 +coef_high_income_group_and_tour_frequency_is_5_plus,1.4989029758459638,1.9331,0,,,1.4989029758459638 +coef_high_income_group_and_visiting_tour,-0.51731565603377461,-0.68679999999999997,0,,,-0.51731565603377461 +coef_logged_maximum_residual_window_tour_frequency_is_1,0.7685190519346432,1.5748,0,,,0.7685190519346432 +coef_logged_maximum_residual_window_tour_frequency_is_5_plus,1.2439948002596291,2.0026000000000002,0,,,1.2439948002596291 +coef_mediumhigh_income_group_and_shopping_tour,0.6050472895465131,0.44209999999999999,0,,,0.6050472895465131 +coef_mediumlow_income_group_and_tour_frequency_is_1,0.78437721900423418,0.59809999999999997,0,,,0.78437721900423418 +coef_mediumlow_income_group_and_tour_frequency_is_2,0.77646590224476053,0.91779999999999995,0,,,0.77646590224476053 +coef_mediumlow_income_group_and_tour_frequency_is_5_plus,0.85089808758167285,1.7539,0,,,0.85089808758167285 +coef_number_of_joint_tours_and_tour_frequency_is_4,-1.3476574161190644,-1.1986000000000001,0,,,-1.3476574161190644 +coef_number_of_joint_tours_and_tour_frequency_is_5_plus,-999,-999,0,-999,-999,-999 +coef_number_of_mandatory_tours_and_tour_frequency_is_1,-0.98906870125269652,-0.23899999999999999,0,,,-0.98906870125269652 +coef_number_of_mandatory_tours_and_tour_frequency_is_2,-2.8297942396940736,-1.8208,0,,,-2.8297942396940736 +coef_number_of_mandatory_tours_and_tour_frequency_is_5_plus,-2.7856768576922941,-2.5922999999999998,0,,,-2.7856768576922941 +coef_presence_of_driving_school_kid_and_escorting_tour,1.029446605173121,0.41639999999999999,0,,,1.029446605173121 +coef_presence_of_full_time_worker_and_maintenance_tour,-0.48499903259305888,-0.31309999999999999,0,,,-0.48499903259305888 +coef_presence_of_non_worker_and_discretionary_tour,-0.55680343236172403,-1.0370999999999999,0,,,-0.55680343236172403 +coef_presence_of_non_worker_and_eating_out_tour,-0.23160785989506891,-0.65449999999999997,0,,,-0.23160785989506891 +coef_presence_of_non_worker_and_escorting_tour,-0.61711333679139824,-0.52629999999999999,0,,,-0.61711333679139824 +coef_presence_of_part_time_worker_and_maintenance_tour,-1.0349086974724879,-0.56210000000000004,0,,,-1.0349086974724879 +coef_presence_of_pre_driving_school_kid_and_escorting_tour,1.8088903614971785,1.5794999999999999,0,,,1.8088903614971785 +coef_presence_of_pre_school_kid_and_escorting_tour,0.29170166111444701,0.54139999999999999,0,,,0.29170166111444701 +coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_1,0.3086114999500732,-0.15590000000000001,0,,,0.3086114999500732 +coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_5,-0.53068484571189922,-0.56810000000000005,0,,,-0.53068484571189922 +coef_presence_of_retiree_and_eating_out_tour,0.10920851120872498,-1.389,0,,,0.10920851120872498 +coef_presence_of_retiree_and_escorting_tour,-0.46115035352397654,-0.75160000000000005,0,,,-0.46115035352397654 +coef_presence_of_university_student_and_eating_out_tour,-1.7593233495192167,-1.4318,0,,,-1.7593233495192167 +coef_total_number_of_tours_is_1,-6.8126152336072634,-7.6391,0,,,-6.8126152336072634 +coef_total_number_of_tours_is_2,-9.848059513629396,-10.4557,0,,,-9.848059513629396 +coef_total_number_of_tours_is_3,-12.828277375142353,-14.0176,0,,,-12.828277375142353 +coef_total_number_of_tours_is_4,-17.097027294518412,-16.971699999999998,0,,,-17.097027294518412 +coef_urban_and_discretionary_tour,0,0,0,0,0,0 +coef_urban_and_escorting_tour,0.42574953449141995,-0.39290000000000003,0,,,0.42574953449141995 +coef_walk_access_to_retail_and_tour_frequency_is_1,0.080139740576734939,0.089899999999999994,0,,,0.080139740576734939 +coef_walk_access_to_retail_and_tour_frequency_is_2,0.10381957230648611,0.1447,0,,,0.10381957230648611 +coef_walk_access_to_retail_and_tour_frequency_is_5_plus,0.050631059321334597,0.34789999999999999,0,,,0.050631059321334597 +coef_0_auto_household_and_escorting_tour,-2,-2,0,-2,-2,-2 +coef_1_escort_tour_constant,1.8515063856421023,1.7028000000000001,0,,,1.8515063856421023 +coef_1_plus_eating_out_tours_constant,-13.970900895148123,2.0722999999999998,0,,,-13.970900895148123 +coef_1_plus_maintenance_tours_constant,-0.33803118769084733,0.33479999999999999,0,,,-0.33803118769084733 +coef_1_plus_other_discretionary_tours_constant,-1.4739923019690557,1.3389,0,,,-1.4739923019690557 +coef_1_plus_shopping_tours_constant,2.0188727174813774,1.8403,0,,,2.0188727174813774 +coef_1_plus_visting_tours_constant,1.1323634825734481,1.2172000000000001,0,,,1.1323634825734481 +coef_2_plus_escort_tours_constant,2.7388802993288452,2.8378999999999999,0,,,2.7388802993288452 +coef_auto_access_to_retail_and_discretionary,0.6683734729533154,0.094,0,,,0.6683734729533154 +coef_auto_access_to_retail_and_eating_out,3.3138758891504487,0.1018,0,,,3.3138758891504487 +coef_car_shortage_vs_workers_and_tour_frequency_is_5_plus,-1.1118144810513726,-0.58099999999999996,0,,,-1.1118144810513726 +coef_female_and_discretionary_tour,-0.25441035312551963,-0.3266,0,,,-0.25441035312551963 +coef_female_and_eatingout_tour,-0.67597119919881721,-0.65680000000000005,0,,,-0.67597119919881721 +coef_female_and_tour_frequency_is_1,-0.50912757178913237,0.097299999999999998,0,,,-0.50912757178913237 +coef_female_and_tour_frequency_is_2,0.67536539039172305,0.2361,0,,,0.67536539039172305 +coef_female_and_tour_frequency_is_5,1.992028104740627,1.9001999999999999,0,,,1.992028104740627 +coef_high_income_group_and_eating_out_tour,-1.7911774479045783,-0.72070000000000001,0,,,-1.7911774479045783 +coef_high_income_group_and_shopping_tour,0.0036422160874866197,0.56930000000000003,0,,,0.0036422160874866197 +coef_high_income_group_and_tour_frequency_is_1,1.4404498701731279,0.39860000000000001,0,,,1.4404498701731279 +coef_high_income_group_and_tour_frequency_is_2,0.83745190593386265,0.80089999999999995,0,,,0.83745190593386265 +coef_high_income_group_and_tour_frequency_is_5_plus,-16.251792370439588,0.82540000000000002,0,,,-16.251792370439588 +coef_high_income_group_and_visiting_tour,-0.82404884406611401,-0.36940000000000001,0,,,-0.82404884406611401 +coef_logged_maximum_residual_window_tour_frequency_is_0,0.2804768002125545,1.1858,0,,,0.2804768002125545 +coef_logged_maximum_residual_window_tour_frequency_is_5_plus,2.3895231997864537,1.4842,0,,,2.3895231997864537 +coef_mediumhigh_income_group_and_tour_frequency_is_1,0.50210130383758622,0.1109,0,,,0.50210130383758622 +coef_mediumhigh_income_group_and_tour_frequency_is_2,2.1358136364876388,0.39140000000000003,0,,,2.1358136364876388 +coef_mediumhigh_income_group_and_tour_frequency_is_5_plus,3.8895054347112406,0.61370000000000002,0,,,3.8895054347112406 +coef_number_of_joint_discretionary_tours,-12.752183693752794,0.67130000000000001,0,,,-12.752183693752794 +coef_number_of_joint_shopping_tours,-26.373288193463711,-0.71299999999999997,0,,,-26.373288193463711 +coef_number_of_joint_tours_and_tour_frequency_is_2,-13.926155494658921,-0.31530000000000002,0,,,-13.926155494658921 +coef_number_of_joint_tours_and_tour_frequency_is_3,-1.3634750179314692,-0.73509999999999998,0,,,-1.3634750179314692 +coef_number_of_joint_tours_and_tour_frequency_is_5_plus,-999,-999,0,-999,-999,-999 +coef_number_of_mandatory_tours_and_tour_frequency_is_1,-0.80994304158323804,-0.1852,0,,,-0.80994304158323804 +coef_number_of_mandatory_tours_and_tour_frequency_is_2,-1.9296858293686057,-0.87529999999999997,0,,,-1.9296858293686057 +coef_number_of_mandatory_tours_and_tour_frequency_is_3,-3.1165358610084146,-1.6157999999999999,0,,,-3.1165358610084146 +coef_presence_of_full_time_worker_and_discretionary_tour,-1.0912632357636489,-0.48330000000000001,0,,,-1.0912632357636489 +coef_presence_of_full_time_worker_and_eating_out_tour,0.77587232422920438,-0.52510000000000001,0,,,0.77587232422920438 +coef_presence_of_full_time_worker_and_shopping_tour,-0.47914248744882598,-0.77280000000000004,0,,,-0.47914248744882598 +coef_presence_of_non_worker_and_discretionary_tour,-0.59191766592824591,0.97809999999999997,0,,,-0.59191766592824591 +coef_presence_of_non_worker_and_tour_frequency_is_1,0.20739098927232799,-0.85060000000000002,0,,,0.20739098927232799 +coef_presence_of_non_worker_and_tour_frequency_is_5,-0.10809095623412202,-1.1803999999999999,0,,,-0.10809095623412202 +coef_presence_of_part_time_worker_and_eating_out_tour,-3.2046073684551888,-1.9795,0,,,-3.2046073684551888 +coef_presence_of_part_time_worker_and_escorting_tour,-2.2247073118309659,-1.8212999999999999,0,,,-2.2247073118309659 +coef_presence_of_part_time_worker_and_shopping_tour,-0.72896673490600039,-0.51990000000000003,0,,,-0.72896673490600039 +coef_presence_of_pre_driving_school_kid_and_escorting_tour,-0.075902664875801412,0.94889999999999997,0,,,-0.075902664875801412 +coef_presence_of_pre_driving_school_kid_and_maintenance_tour,0.072697095095962505,0.38629999999999998,0,,,0.072697095095962505 +coef_presence_of_pre_school_kid_and_escorting_tour,1.7499151704017379,2.1465000000000001,0,,,1.7499151704017379 +coef_presence_of_pre_school_kid_and_maintenance_tour,-0.61302038898844102,0.96940000000000004,0,,,-0.61302038898844102 +coef_presence_of_pre_school_kid_and_shopping_tour,0.4218433052411511,1.3134999999999999,0,,,0.4218433052411511 +coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_1,-2.0284687546419584,-0.99609999999999999,0,,,-2.0284687546419584 +coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_2,-0.79737893556046791,-1.9096,0,,,-0.79737893556046791 +coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_5,-0.31913117480031128,-2.8469000000000002,0,,,-0.31913117480031128 +coef_presence_of_university_student_and_discretionary_tour,0.090801806893705261,-0.6542,0,,,0.090801806893705261 +coef_presence_of_university_student_and_eating_out_tour,-0.42835318314992721,-0.65290000000000004,0,,,-0.42835318314992721 +coef_total_number_of_tours_is_1,-8.5863403053428833,-6.2138,0,,,-8.5863403053428833 +coef_total_number_of_tours_is_2,-11.31949482279566,-8.9079999999999995,0,,,-11.31949482279566 +coef_total_number_of_tours_is_3,-14.109861113838994,-12.3261,0,,,-14.109861113838994 +coef_total_number_of_tours_is_4,-17.545826976965291,-15.811400000000001,0,,,-17.545826976965291 +coef_transit_access_to_retail_and_discretionary,0,0,0,0,0,0 +coef_transit_access_to_retail_and_maintenance,0.25755159606468364,0.031399999999999997,0,,,0.25755159606468364 +coef_transit_access_to_retail_and_tour_frequency_is_5_plus,0.20705109302348529,0.066400000000000001,0,,,0.20705109302348529 +coef_urban_and_discretionary_tour,-1.8565923019691735,0.95630000000000004,0,,,-1.8565923019691735 +coef_urban_and_eatingout_tour,-15.36320089514812,0.68000000000000005,0,,,-15.36320089514812 +coef_urban_and_escorting_tour,0.80226698426219045,0.85160000000000002,0,,,0.80226698426219045 +coef_urban_and_maintenance_tour,0.35876881230913166,1.0316000000000001,0,,,0.35876881230913166 +coef_urban_and_shopping_tour,0.71157271748139417,0.53300000000000003,0,,,0.71157271748139417 +coef_urban_and_tour_frequency_is_1,-3.5373403053428834,-1.1648000000000001,0,,,-3.5373403053428834 +coef_urban_and_tour_frequency_is_2,-4.7291948227956535,-2.3176999999999999,0,,,-4.7291948227956535 +coef_urban_and_tour_frequency_is_5_plus,-6.0208880908118116,-2.5026999999999999,0,,,-6.0208880908118116 +coef_walk_access_to_retail_and_shopping,0.10237878294870741,0.097199999999999995,0,,,0.10237878294870741 +coef_0_auto_household_and_escorting_tour,-2,-2,0,-2,-2,-2 +coef_1_escort_tour_constant,-4.6370945761626077,-0.062899999999999998,0,,,-4.6370945761626077 +coef_1_plus_eating_out_tours_constant,-4.7784926750203027,-0.1429,0,,,-4.7784926750203027 +coef_1_plus_maintenance_tours_constant,-9.9288535518266823,-0.065299999999999997,0,,,-9.9288535518266823 +coef_1_plus_other_discretionary_tours_constant,-4.8073687191051899,0.33339999999999997,0,,,-4.8073687191051899 +coef_1_plus_shopping_tours_constant,-4.0132353551593232,0.46829999999999999,0,,,-4.0132353551593232 +coef_1_plus_visting_tours_constant,-4.8733834129994724,-0.12720000000000001,0,,,-4.8733834129994724 +coef_2_plus_escort_tours_constant,-8.967938948525461,0.92730000000000001,0,,,-8.967938948525461 +coef_at_home_pre_driving_school_kid_and_escorting_tour,-0.85247075086999724,-1.1479999999999999,0,,,-0.85247075086999724 +coef_at_home_pre_school_kid_and_eating_out_tour,0.60985731009359834,-0.3926,0,,,0.60985731009359834 +coef_at_home_pre_school_kid_and_escorting_tour,-0.061265250325528015,-0.13730000000000001,0,,,-0.061265250325528015 +coef_auto_access_to_retail_and_maintenance,0.61777145381329102,0.095600000000000004,0,,,0.61777145381329102 +coef_car_shortage_vs_workers_and_tour_frequency_is_1,-0.33803024620733235,-0.36230000000000001,0,,,-0.33803024620733235 +coef_car_shortage_vs_workers_and_tour_frequency_is_2,-1.4819665998101139,-1.272,0,,,-1.4819665998101139 +coef_car_shortage_vs_workers_and_tour_frequency_is_5_plus,-2.5557207485506246,-1.9307000000000001,0,,,-2.5557207485506246 +coef_car_surplus_vs_workers_and_tour_frequency_is_5_plus,3.121774566538436,0.77380000000000004,0,,,3.121774566538436 +coef_female_and_maintenance_tour,-0.24639047530045038,-0.24640000000000001,0,,,-0.24639047530045038 +coef_female_and_tour_frequency_is_1,0.74864834160230664,0.39019999999999999,0,,,0.74864834160230664 +coef_female_and_tour_frequency_is_2,0.67696554036131518,0.5323,0,,,0.67696554036131518 +coef_female_and_tour_frequency_is_3,1.281698729380099,0.74519999999999997,0,,,1.281698729380099 +coef_female_and_tour_frequency_is_5,2.3807456280650667,1.1294,0,,,2.3807456280650667 +coef_high_income_group_and_discretionary_tour,0.51835922730368678,0.88460000000000005,0,,,0.51835922730368678 +coef_high_income_group_and_eating_out_tour,1.5486575358906367,0.70860000000000001,0,,,1.5486575358906367 +coef_high_income_group_and_shopping_tour,0.72862383681691834,0.97760000000000002,0,,,0.72862383681691834 +coef_high_income_group_and_tour_frequency_is_2,19.097882832130001,1.0632999999999999,0,,,19.097882832130001 +coef_high_income_group_and_tour_frequency_is_3,19.408558066997916,1.7742,0,,,19.408558066997916 +coef_high_income_group_and_tour_frequency_is_5_plus,19.832444995943295,2.3940999999999999,0,,,19.832444995943295 +coef_high_income_group_and_visiting_tour,-0.54232747274109727,-0.94489999999999996,0,,,-0.54232747274109727 +coef_logged_maximum_residual_window_tour_frequency_is_1,6.5467446485012912,1.7637,0,,,6.5467446485012912 +coef_logged_maximum_residual_window_tour_frequency_is_5_plus,7.3593803409865783,1.7927999999999999,0,,,7.3593803409865783 +coef_mediumhigh_income_group_and_discretionary_tour,0.18835358603238547,0.50090000000000001,0,,,0.18835358603238547 +coef_mediumhigh_income_group_and_eating_out_tour,-0.18198447365326542,0.46310000000000001,0,,,-0.18198447365326542 +coef_mediumhigh_income_group_and_shopping_tour,1.2220802803491335,0.89059999999999995,0,,,1.2220802803491335 +coef_mediumhigh_income_group_and_tour_frequency_is_1,19.971750133805212,0.74260000000000004,0,,,19.971750133805212 +coef_mediumhigh_income_group_and_tour_frequency_is_2,19.468344647994446,0.85460000000000003,0,,,19.468344647994446 +coef_mediumhigh_income_group_and_tour_frequency_is_5_plus,19.731739849414112,1.0791999999999999,0,,,19.731739849414112 +coef_mediumhigh_income_group_and_visiting_tour,0.027868052585523006,-0.26700000000000002,0,,,0.027868052585523006 +coef_mediumlow_income_group_and_discretionary_tour,-0.31620776069124212,0.17069999999999999,0,,,-0.31620776069124212 +coef_mediumlow_income_group_and_eating_out_tour,0.64577775646714697,0.27660000000000001,0,,,0.64577775646714697 +coef_mediumlow_income_group_and_shopping_tour,0.55581824053699758,0.77339999999999998,0,,,0.55581824053699758 +coef_mediumlow_income_group_and_tour_frequency_is_1,17.934259369140999,0.57089999999999996,0,,,17.934259369140999 +coef_mediumlow_income_group_and_tour_frequency_is_5_plus,18.117542759840582,0.83150000000000002,0,,,18.117542759840582 +coef_number_of_joint_eating_out_tours,-13.182546391318507,-0.77270000000000005,0,,,-13.182546391318507 +coef_number_of_joint_shopping_tours,-16.839997040358107,-0.23910000000000001,0,,,-16.839997040358107 +coef_number_of_joint_tours_and_tour_frequency_is_1,-7.786577241296107,-0.1699,0,,,-7.786577241296107 +coef_number_of_joint_tours_and_tour_frequency_is_2,-9.7470048997804675,-0.42849999999999999,0,,,-9.7470048997804675 +coef_number_of_joint_tours_and_tour_frequency_is_3,-9.2917736869942509,-0.65510000000000002,0,,,-9.2917736869942509 +coef_number_of_joint_tours_and_tour_frequency_is_5_plus,-9.5554593661807772,-1.0410999999999999,0,,,-9.5554593661807772 +coef_number_of_mandatory_tours_and_tour_frequency_is_1,-0.67659999999999998,-0.67659999999999998,0,,,-0.67659999999999998 +coef_number_of_mandatory_tours_and_tour_frequency_is_3,-1.0518000000000001,-1.0518000000000001,0,,,-1.0518000000000001 +coef_number_of_mandatory_tours_and_tour_frequency_is_5_plus,-999,-999,0,-999,-999,-999 +coef_presence_of_full_time_worker_and_eating_out_tour,-1.3147958654758525,-0.4667,0,,,-1.3147958654758525 +coef_presence_of_full_time_worker_and_escorting_tour,0.35065195049774833,0.3947,0,,,0.35065195049774833 +coef_presence_of_non_worker_and_eating_out_tour,-0.40882607128740478,-0.49759999999999999,0,,,-0.40882607128740478 +coef_presence_of_non_worker_and_tour_frequency_is_1,1.8072738927257486,-0.37630000000000002,0,,,1.8072738927257486 +coef_presence_of_non_worker_and_tour_frequency_is_2,1.6043590091288431,-0.71899999999999997,0,,,1.6043590091288431 +coef_presence_of_non_worker_and_tour_frequency_is_5,2.2189804494458247,-1.0228999999999999,0,,,2.2189804494458247 +coef_presence_of_part_time_worker_and_discretionary_tour,-0.47082010921072343,-0.35449999999999998,0,,,-0.47082010921072343 +coef_presence_of_part_time_worker_and_escorting_tour,-0.93192205579588727,-0.58609999999999995,0,,,-0.93192205579588727 +coef_presence_of_pre_driving_school_kid_and_escorting_tour,1.6418290951424679,1.3773,0,,,1.6418290951424679 +coef_presence_of_pre_school_kid_and_escorting_tour,0.7399830171990065,0.71940000000000004,0,,,0.7399830171990065 +coef_presence_of_predriving_school_kid_in_household_and_tour_frequency_is_1,-3.592889456087303,0.14860000000000001,0,,,-3.592889456087303 +coef_presence_of_predriving_school_kid_in_household_and_tour_frequency_is_5,-3.4708451274125283,0.48399999999999999,0,,,-3.4708451274125283 +coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_5,-3.861870451391785,-0.71609999999999996,0,,,-3.861870451391785 +coef_presence_of_retiree_and_eating_out_tour,-1.019099347827936,-0.69110000000000005,0,,,-1.019099347827936 +coef_presence_of_retiree_and_tour_frequency_is_1,2.0287807170341305,-0.46400000000000002,0,,,2.0287807170341305 +coef_presence_of_retiree_and_tour_frequency_is_5,1.9825418671121779,-0.47949999999999998,0,,,1.9825418671121779 +coef_total_number_of_tours_is_1,-23.000695056294269,-8.9791000000000007,0,,,-23.000695056294269 +coef_total_number_of_tours_is_2,-21.149512681682054,-12.024800000000001,0,,,-21.149512681682054 +coef_total_number_of_tours_is_3,-20.410765355763306,-14.851599999999999,0,,,-20.410765355763306 +coef_total_number_of_tours_is_4,-18.774647425097385,-17.703700000000001,0,,,-18.774647425097385 +coef_urban_and_discretionary_tour,0,0,0,0,0,0 +coef_walk_access_to_retail_and_discretionary,0.21406620307694346,0.077200000000000005,0,,,0.21406620307694346 +coef_walk_access_to_retail_and_shopping,0.039842855774011393,0.059799999999999999,0,,,0.039842855774011393 +coef_walk_access_to_retail_and_tour_frequency_is_1,-0.50693837400775899,0.071300000000000002,0,,,-0.50693837400775899 +coef_walk_access_to_retail_and_tour_frequency_is_2,-0.40382295711954785,0.12559999999999999,0,,,-0.40382295711954785 +coef_walk_access_to_retail_and_tour_frequency_is_5_plus,-0.26053331276767533,0.15079999999999999,0,,,-0.26053331276767533 +coef_0_auto_household_and_escorting_tour,-2,-2,0,-2,-2,-2 +coef_1_escort_tour_constant,-2.730596441707033,-0.3992,0,,,-2.730596441707033 +coef_1_plus_eating_out_tours_constant,-2.5833046285296968,0.024500000000000001,0,,,-2.5833046285296968 +coef_1_plus_maintenance_tours_constant,-2.2992187432888329,0.1046,0,,,-2.2992187432888329 +coef_1_plus_other_discretionary_tours_constant,-2.2431962112746411,0.42820000000000003,0,,,-2.2431962112746411 +coef_1_plus_shopping_tours_constant,-1.9166425444609607,0.59470000000000001,0,,,-1.9166425444609607 +coef_1_plus_visting_tours_constant,-2.3440181385910446,0.27889999999999998,0,,,-2.3440181385910446 +coef_2_plus_escort_tours_constant,-4.9359365117262612,0.51749999999999996,0,,,-4.9359365117262612 +coef_car_surplus_vs_workers_and_tour_frequency_is_1,3.0947542803847758,0.79649999999999999,0,,,3.0947542803847758 +coef_car_surplus_vs_workers_and_tour_frequency_is_5_plus,3.4758535212559294,2.1301999999999999,0,,,3.4758535212559294 +coef_female_and_discretionary_tour,0.54152756838822758,0.49540000000000001,0,,,0.54152756838822758 +coef_female_and_maintenance_tour,0.70832787326060975,0.74239999999999995,0,,,0.70832787326060975 +coef_female_and_shopping_tour,0.60931588761842026,0.96879999999999999,0,,,0.60931588761842026 +coef_female_and_tour_frequency_is_1,-2.5191550523228474,-0.93479999999999996,0,,,-2.5191550523228474 +coef_female_and_tour_frequency_is_2,-2.7271688013300479,-1.3028,0,,,-2.7271688013300479 +coef_female_and_tour_frequency_is_5,-4.1602031889993674,-2.266,0,,,-4.1602031889993674 +coef_high_income_group_and_discretionary_tour,0.92588438224313008,1.0095000000000001,0,,,0.92588438224313008 +coef_high_income_group_and_eating_out_tour,1.6244927835124816,1.4842,0,,,1.6244927835124816 +coef_high_income_group_and_maintenance_tour,1.0061046178584812,1.3794999999999999,0,,,1.0061046178584812 +coef_high_income_group_and_shopping_tour,1.1051711361584451,1.0949,0,,,1.1051711361584451 +coef_high_income_group_and_visiting_tour,-0.65666362660607858,-0.51370000000000005,0,,,-0.65666362660607858 +coef_logged_maximum_residual_window_tour_frequency_is_1,2.9665568629163652,1.8357000000000001,0,,,2.9665568629163652 +coef_logged_maximum_residual_window_tour_frequency_is_2,5.581416234805145,2.2707000000000002,0,,,5.581416234805145 +coef_logged_maximum_residual_window_tour_frequency_is_5_plus,31.909531343908711,4.4023000000000003,0,,,31.909531343908711 +coef_mediumhigh_income_group_and_eating_out_tour,0.96427913024112555,1.181,0,,,0.96427913024112555 +coef_mediumhigh_income_group_and_maintenance_tour,0.46535126543893468,0.76480000000000004,0,,,0.46535126543893468 +coef_mediumhigh_income_group_and_visiting_tour,-0.47816865355794147,-0.43680000000000002,0,,,-0.47816865355794147 +coef_mediumlow_income_group_and_eating_out_tour,0.87748591593357028,0.97689999999999999,0,,,0.87748591593357028 +coef_number_of_joint_shopping_tours,-0.29099820983920754,-0.80720000000000003,0,,,-0.29099820983920754 +coef_number_of_joint_tours_and_tour_frequency_is_2,-6.3271431915064547,-0.94999999999999996,0,,,-6.3271431915064547 +coef_number_of_joint_tours_and_tour_frequency_is_3,-85.627388567464422,-7.1429999999999998,0,,,-85.627388567464422 +coef_number_of_joint_tours_and_tour_frequency_is_5_plus,-999,-999,0,-999,-999,-999 +coef_number_of_mandatory_tours_and_tour_frequency_is_3,-5.0195999999999996,-5.0195999999999996,0,,,-5.0195999999999996 +coef_presence_of_full_time_worker_and_discretionary_tour,-0.33198445309738206,-0.48349999999999999,0,,,-0.33198445309738206 +coef_presence_of_full_time_worker_and_shopping_tour,-0.20732525834821677,-0.3609,0,,,-0.20732525834821677 +coef_presence_of_non_worker_and_discretionary_tour,-0.084103900991314984,-0.56030000000000002,0,,,-0.084103900991314984 +coef_presence_of_non_worker_and_eating_out_tour,-0.70153618577934562,-0.78800000000000003,0,,,-0.70153618577934562 +coef_presence_of_non_worker_and_tour_frequency_is_1,1.1906806536749803,0.224,0,,,1.1906806536749803 +coef_presence_of_non_worker_and_tour_frequency_is_2,1.3741954582206455,0.24360000000000001,0,,,1.3741954582206455 +coef_presence_of_non_worker_and_tour_frequency_is_3,2.1568221868185788,0.62,0,,,2.1568221868185788 +coef_presence_of_non_worker_and_tour_frequency_is_5,3.6943030762883984,3.3742000000000001,0,,,3.6943030762883984 +coef_presence_of_pre_driving_school_kid_and_escorting_tour,1.6828802924993791,1.4903,0,,,1.6828802924993791 +coef_presence_of_pre_school_kid_and_escorting_tour,0.64181265687243838,0.50270000000000004,0,,,0.64181265687243838 +coef_presence_of_retiree_and_eating_out_tour,-0.9446797599672041,-0.92820000000000003,0,,,-0.9446797599672041 +coef_presence_of_retiree_and_tour_frequency_is_1,0.32142426327796303,-0.44579999999999997,0,,,0.32142426327796303 +coef_presence_of_retiree_and_tour_frequency_is_5,-0.05124161320643273,-0.53149999999999997,0,,,-0.05124161320643273 +coef_total_number_of_tours_is_1,-14.532344602813701,-8.5684000000000005,0,,,-14.532344602813701 +coef_total_number_of_tours_is_2,-15.267479639550283,-12.7416,0,,,-15.267479639550283 +coef_total_number_of_tours_is_3,-15.029318290282511,-15.097799999999999,0,,,-15.029318290282511 +coef_total_number_of_tours_is_4,-14.905139738811323,-19.543900000000001,0,,,-14.905139738811323 +coef_total_number_of_tours_is_5,-27.549766404642561,-20.7897,0,,,-27.549766404642561 +coef_urban_and_discretionary_tour,0,0,0,0,0,0 +coef_walk_access_to_retail_and_tour_frequency_is_5_plus,0.69108202810785446,0.061600000000000002,0,,,0.69108202810785446 +coef_0_auto_household_and_escorting_tour,-289.81943839376481,-2,0,,,-289.81943839376481 +coef_1_escort_tour_constant,-6434.9613170821285,-0.49340000000000001,0,,,-6434.9613170821285 +coef_1_plus_eating_out_tours_constant,-3885.4119129943556,-0.024199999999999999,0,,,-3885.4119129943556 +coef_1_plus_maintenance_tours_constant,-1195.8070135696348,-0.43440000000000001,0,,,-1195.8070135696348 +coef_1_plus_other_discretionary_tours_constant,-2406.8061209898142,-0.26019999999999999,0,,,-2406.8061209898142 +coef_1_plus_shopping_tours_constant,-2389.30594524151,0.53200000000000003,0,,,-2389.30594524151 +coef_1_plus_visting_tours_constant,-2389.3059957968449,0.23669999999999999,0,,,-2389.3059957968449 +coef_2_plus_escort_tours_constant,-5667.6854005226833,1.4155,0,,,-5667.6854005226833 +coef_auto_access_to_retail_and_tour_frequency_is_5_plus,-44.188372748106481,0.1004,0,,,-44.188372748106481 +coef_car_shortage_vs_workers_and_tour_frequency_is_5_plus,-17232.832070588393,-0.63690000000000002,0,,,-17232.832070588393 +coef_car_surplus_vs_workers_and_tour_frequency_is_1,-4035.619541886927,0.29020000000000001,0,,,-4035.619541886927 +coef_car_surplus_vs_workers_and_tour_frequency_is_5_plus,15225.992542144893,2.0352000000000001,0,,,15225.992542144893 +coef_high_income_group_and_discretionary_tour,4481.0843932231746,2.327,0,,,4481.0843932231746 +coef_high_income_group_and_eating_out_tour,-3157.2738344019517,0.49159999999999998,0,,,-3157.2738344019517 +coef_high_income_group_and_maintenance_tour,4461.4848620401744,0.3982,0,,,4461.4848620401744 +coef_high_income_group_and_shopping_tour,4461.3908032762156,0.24429999999999999,0,,,4461.3908032762156 +coef_high_income_group_and_visiting_tour,4461.3908519450242,0.2858,0,,,4461.3908519450242 +coef_logged_maximum_residual_window_tour_frequency_is_1,16.594329465647881,1.3298000000000001,0,,,16.594329465647881 +coef_logged_maximum_residual_window_tour_frequency_is_2,-19742.937757107196,1.3758999999999999,0,,,-19742.937757107196 +coef_logged_maximum_residual_window_tour_frequency_is_5_plus,-11491.665678473473,3.2808000000000002,0,,,-11491.665678473473 +coef_mediumhigh_income_group_and_discretionary_tour,572.84750941634763,1.405,0,,,572.84750941634763 +coef_mediumlow_income_group_and_discretionary_tour,-4429.9422108889057,0.91690000000000005,0,,,-4429.9422108889057 +coef_number_of_joint_tours_and_tour_frequency_is_1,-4180.3539679243559,-0.2162,0,,,-4180.3539679243559 +coef_number_of_joint_tours_and_tour_frequency_is_2,-1606.5028797398816,-0.35870000000000002,0,,,-1606.5028797398816 +coef_number_of_joint_tours_and_tour_frequency_is_3,-109.81932871468001,-4.2701000000000002,0,,,-109.81932871468001 +coef_number_of_joint_tours_and_tour_frequency_is_5_plus,-999,-999,0,-999,-999,-999 +coef_number_of_mandatory_tours_and_tour_frequency_is_1,-16877.023969621659,-0.23400000000000001,0,,,-16877.023969621659 +coef_number_of_mandatory_tours_and_tour_frequency_is_2,12620.764595473987,-0.92310000000000003,0,,,12620.764595473987 +coef_number_of_mandatory_tours_and_tour_frequency_is_3,-4861.9979116103832,-6.5834999999999999,0,,,-4861.9979116103832 +coef_presence_of_driving_school_kid_and_discretionary_tour,-578.87207263924711,-0.92020000000000002,0,,,-578.87207263924711 +coef_presence_of_driving_school_kid_and_eating_out_tour,6.3817283359748718,-0.63770000000000004,0,,,6.3817283359748718 +coef_presence_of_non_worker_and_tour_frequency_is_2,878.00882728962233,-0.65710000000000002,0,,,878.00882728962233 +coef_presence_of_non_worker_and_tour_frequency_is_5,-1944.9226435678067,-1.4044000000000001,0,,,-1944.9226435678067 +coef_presence_of_pre_driving_school_kid_and_eating_out_tour,-164.90625497529834,-1.5698000000000001,0,,,-164.90625497529834 +coef_presence_of_pre_school_kid_and_eating_out_tour,313.47630877463621,-0.29870000000000002,0,,,313.47630877463621 +coef_presence_of_predriving_school_kid_in_household_and_tour_frequency_is_1,4033.5668708392936,-0.32190000000000002,0,,,4033.5668708392936 +coef_presence_of_predriving_school_kid_in_household_and_tour_frequency_is_5,10149.331976157329,-1.0873999999999999,0,,,10149.331976157329 +coef_presence_of_university_student_and_discretionary_tour,3906.3784034663036,-1.2834000000000001,0,,,3906.3784034663036 +coef_total_number_of_tours_is_1,15200.662336544106,-7.1505999999999998,0,,,15200.662336544106 +coef_total_number_of_tours_is_2,-1638.5561861275439,-11.1214,0,,,-1638.5561861275439 +coef_total_number_of_tours_is_3,-14010.60832366959,-13.175000000000001,0,,,-14010.60832366959 +coef_urban_and_discretionary_tour,0,0,0,0,0,0 +coef_urban_and_maintenance_tour,-1194.333213569586,1.0394000000000001,0,,,-1194.333213569586 +coef_0_auto_household_and_escorting_tour,-2,-2,0,-2,-2,-2 +coef_1_escort_tour_constant,-1.5720814237734582,-0.75509999999999999,0,,,-1.5720814237734582 +coef_1_plus_eating_out_tours_constant,-2.2222102013387453,1.1145,0,,,-2.2222102013387453 +coef_1_plus_maintenance_tours_constant,-1.4971354138568955,-0.50600000000000001,0,,,-1.4971354138568955 +coef_1_plus_other_discretionary_tours_constant,0.090817823541839565,0.46339999999999998,0,,,0.090817823541839565 +coef_1_plus_shopping_tours_constant,1.4746879181605808,0.4783,0,,,1.4746879181605808 +coef_1_plus_visting_tours_constant,-1.7926081421309932,-0.40060000000000001,0,,,-1.7926081421309932 +coef_2_plus_escort_tours_constant,-2.0596227390284212,-0.0086,0,,,-2.0596227390284212 +coef_auto_access_to_retail_and_escorting,0.55510802136078319,0.062899999999999998,0,,,0.55510802136078319 +coef_high_income_group_and_eating_out_tour,-1.3619797807034295,-0.70099999999999996,0,,,-1.3619797807034295 +coef_high_income_group_and_shopping_tour,-3.7366703425339884,-0.65059999999999996,0,,,-3.7366703425339884 +coef_high_income_group_and_tour_frequency_is_5_plus,16.017262145435474,2.0175000000000001,0,,,16.017262145435474 +coef_logged_maximum_residual_window_tour_frequency_is_5_plus,1.5260250309714616,1.5603,0,,,1.5260250309714616 +coef_mediumhigh_income_group_and_tour_frequency_is_5_plus,15.096813647053857,1.5197000000000001,0,,,15.096813647053857 +coef_mediumlow_income_group_and_tour_frequency_is_5_plus,14.227758877255997,1.0872999999999999,0,,,14.227758877255997 +coef_number_of_joint_maintenance_tours,-1.3475999999999999,-1.3475999999999999,0,,,-1.3475999999999999 +coef_number_of_joint_tours_and_tour_frequency_is_2,-1.1971153311644798,-0.6149,0,,,-1.1971153311644798 +coef_number_of_joint_tours_and_tour_frequency_is_5_plus,-999,-999,0,-999,-999,-999 +coef_number_of_mandatory_tours_and_tour_frequency_is_1,-9.8896793584290901,-1.0330999999999999,0,,,-9.8896793584290901 +coef_number_of_mandatory_tours_and_tour_frequency_is_3,-10.675107092433787,-2.7444999999999999,0,,,-10.675107092433787 +coef_presence_of_full_time_worker_and_discretionary_tour,0.16721747201730811,0.75260000000000005,0,,,0.16721747201730811 +coef_presence_of_non_worker_and_eating_out_tour,-1.2956623157773164,-1.3073999999999999,0,,,-1.2956623157773164 +coef_presence_of_non_worker_and_shopping_tour,-1.353669617377284,-0.64500000000000002,0,,,-1.353669617377284 +coef_presence_of_non_worker_and_tour_frequency_is_5,-0.43468555779873808,0.2177,0,,,-0.43468555779873808 +coef_presence_of_part_time_worker_and_discretionary_tour,-0.34215511287271527,0.37209999999999999,0,,,-0.34215511287271527 +coef_presence_of_pre_driving_school_kid_and_shopping_tour,1.4153790711463878,0.9365,0,,,1.4153790711463878 +coef_presence_of_predriving_school_kid_in_household_and_tour_frequency_is_5,0.29018085236023033,-0.22639999999999999,0,,,0.29018085236023033 +coef_presence_of_preschool_kid_in_household_and_tour_frequency_is_5,0.32894398996272695,-0.44390000000000002,0,,,0.32894398996272695 +coef_total_number_of_tours_is_1,-11.291182385016718,-7.4863,0,,,-11.291182385016718 +coef_total_number_of_tours_is_2,-13.228339349370408,-10.718,0,,,-13.228339349370408 +coef_total_number_of_tours_is_3,-14.184904611232321,-13.788399999999999,0,,,-14.184904611232321 +coef_urban_and_discretionary_tour,0,0,0,0,0,0 +coef_urban_and_escorting_tour,-4.4838269018301071,0.43519999999999998,0,,,-4.4838269018301071 +coef_walk_access_to_retail_and_eating_out,0.40010315143817771,0.073800000000000004,0,,,0.40010315143817771 +coef_0_auto_household_and_escorting_tour,-2,-2,0,-2,-2,-2 +coef_1_escort_tour_constant,0.17965076785235903,0.36220000000000002,0,,,0.17965076785235903 +coef_1_plus_eating_out_tours_constant,0.20482664652109922,0.96120000000000005,0,,,0.20482664652109922 +coef_1_plus_maintenance_tours_constant,0.073169219104483346,0.67879999999999996,0,,,0.073169219104483346 +coef_1_plus_other_discretionary_tours_constant,1.1336617402336022,1.4935,0,,,1.1336617402336022 +coef_1_plus_shopping_tours_constant,0.78536748101077303,1.6919,0,,,0.78536748101077303 +coef_1_plus_visting_tours_constant,-0.01128610640731513,0.44240000000000002,0,,,-0.01128610640731513 +coef_2_plus_escort_tours_constant,1.7444288874445422,2.2219000000000002,0,,,1.7444288874445422 +coef_discretionary_tour,0.54316174023360153,0.90300000000000002,0,,,0.54316174023360153 +coef_escorting_tour,1.3535085427415612,2.4910000000000001,0,,,1.3535085427415612 +coef_maintenance_tour,0.41636921910448493,1.022,0,,,0.41636921910448493 +coef_presence_of_full_time_worker_and_escorting_tour,-0.61349175561144009,-0.89300000000000002,0,,,-0.61349175561144009 +coef_presence_of_non_worker_and_discretionary_tour,0.01387890311352221,0.79100000000000004,0,,,0.01387890311352221 +coef_presence_of_non_worker_and_eating_out_tour,1.1150524768977683,1.157,0,,,1.1150524768977683 +coef_presence_of_non_worker_and_escorting_tour,0.89099305834953102,0.89000000000000001,0,,,0.89099305834953102 +coef_presence_of_non_worker_and_shopping_tour,0.23105344171814296,0.80800000000000005,0,,,0.23105344171814296 +coef_presence_of_part_time_worker_and_eating_out_tour,1.3926752534763249,1.0369999999999999,0,,,1.3926752534763249 +coef_presence_of_part_time_worker_and_shopping_tour,1.0440437570455019,1.155,0,,,1.0440437570455019 +coef_total_number_of_tours_is_1,-4.4367465516985458,-5.7590000000000003,0,,,-4.4367465516985458 +coef_total_number_of_tours_is_2,-9.0395579310490177,-11.516999999999999,0,,,-9.0395579310490177 +coef_total_number_of_tours_is_3,-12.714428561518217,-17.276,0,,,-12.714428561518217 +coef_total_number_of_tours_is_4,-29.080351094611324,-23.035,0,,,-29.080351094611324 +coef_total_number_of_tours_is_6_plus,-999,-999,0,-999,-999,-999 +coef_urban_and_discretionary_tour,0,0,0,0,0,0 +coef_visiting_or_social_tour,0.31531389359268519,0.76900000000000002,0,,,0.31531389359268519 diff --git a/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_atwork_subtour_scheduling_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_atwork_subtour_scheduling_SLSQP_.csv index 2be6d8f667..1e5284852c 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_atwork_subtour_scheduling_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_atwork_subtour_scheduling_SLSQP_.csv @@ -1,50 +1,50 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -coef_am_peak_end,-1.3731693426269276,-2.928312295,0,-25,25,0,-1.3731693426269276 -coef_am_peak_start_at_6,-20.592813760446127,-6.1567178269999996,0,-25,25,0,-20.592813760446127 -coef_am_peak_start_at_7,-2.8269839190766564,-4.0617081419999996,0,-25,25,0,-2.8269839190766564 -coef_am_peak_start_at_8,-1.1965282925054144,-2.330535201,0,-25,25,0,-1.1965282925054144 -coef_am_peak_start_at_9,-1.6198974929815253,-1.881593386,0,-25,25,0,-1.6198974929815253 -coef_dummy_for_business_related_purpose_and_duration_from_0_to_1,-0.66312907740821159,-1.5429999999999999,0,-25,25,0,-0.66312907740821159 -coef_dummy_for_eating_out_purpose_and_departure_at_11,1.1518273421311946,1.5109999999999999,0,-25,25,0,1.1518273421311946 -coef_dummy_for_eating_out_purpose_and_departure_at_12,2.6254363230451085,2.7210000000000001,0,-25,25,0,2.6254363230451085 -coef_dummy_for_eating_out_purpose_and_departure_at_13,2.36098076410833,2.1219999999999999,0,-25,25,0,2.36098076410833 -coef_dummy_for_eating_out_purpose_and_duration_of_1_hour,0.31040519075637613,0.39989999999999998,0,-25,25,0,0.31040519075637613 -coef_duration_of_0_hours,9.9599848609439601,-0.90668151200000002,0,-25,25,0,9.9599848609439601 -coef_duration_of_11_to_13_hours,-0.37405450634311865,0.29999999999999999,0,-25,25,0,-0.37405450634311865 -coef_duration_of_14_to_18_hours,0,0,0,-25,25,1,0 -coef_duration_of_1_hour,0,0,0,-25,25,1,0 -coef_duration_of_2_to_3_hours,9.1812833977279276,-1.3621758020000001,0,-25,25,0,9.1812833977279276 -coef_duration_of_4_to_5_hours,-0.48314094706644228,-0.81961761600000005,0,-25,25,0,-0.48314094706644228 -coef_duration_of_6_to_7_hours,10.535613300026082,1.088111072,0,-25,25,0,10.535613300026082 -coef_duration_of_8_to_10_hours,10.402182684572614,1.734038505,0,-25,25,0,10.402182684572614 -coef_duration_shift_for_business_related_,0.60004385998820309,0.2646,0,-25,25,0,0.60004385998820309 -coef_duration_shift_for_first_sub_tour_of_same_work_tour,0.31988469057309121,-0.3992,0,-25,25,0,0.31988469057309121 -coef_duration_shift_for_inbound_auto_travel_time_off_peak,-0.11857498443158188,0.0098099999999999993,0,-25,25,0,-0.11857498443158188 -coef_duration_shift_for_number_of_individual_nonmandatory_tours,0.0098944086043264642,-0.042200000000000001,0,-25,25,0,0.0098944086043264642 -coef_duration_shift_for_number_of_joint_tours,-0.57768141215671864,-0.24970000000000001,0,-25,25,0,-0.57768141215671864 -coef_duration_shift_for_number_of_mandatory_tours,-1.0587875726336362,-0.7702,0,-25,25,0,-1.0587875726336362 -coef_duration_shift_for_outbound_auto_travel_time_off_peak,0.1453238873904982,0.0098099999999999993,0,-25,25,0,0.1453238873904982 -coef_duration_shift_for_subsequent_sub_tour_of_same_work_tour,-10.333603350935554,-0.18440000000000001,0,-25,25,0,-10.333603350935554 -coef_early_end_at_5_6,-25,-2.928312295,0,-25,25,0,-25 -coef_early_start_at_5,-2.2040675056867611,-7.7655484760000002,0,-25,25,0,-2.2040675056867611 -coef_evening_end_at_19_20_21,-4.5210371252389265,-2.3199822600000002,0,-25,25,0,-4.5210371252389265 -coef_evening_start_at_19_20_21,-0.32574110086394298,-1.015090023,0,-25,25,0,-0.32574110086394298 -coef_late_end_at_22_23,-11.516564630810274,-2.3199822600000002,0,-25,25,0,-11.516564630810274 -coef_late_start_at_22_23,-5.1429250271310103,-0.73757005399999997,0,-25,25,0,-5.1429250271310103 -coef_midday_end_at_10_11_12,-1.3051956922349568,-2.2972643740000001,0,-25,25,0,-1.3051956922349568 -coef_midday_end_at_13_14,0,0,0,-25,25,1,0 -coef_midday_start_at_10_11_12,0,0,0,-25,25,1,0 -coef_midday_start_at_13_14_15,-1.0515620376346457,-0.77502157999999999,0,-25,25,0,-1.0515620376346457 -coef_pm_peak_end_at_15,-1.4329808631274803,-0.57834445700000003,0,-25,25,0,-1.4329808631274803 -coef_pm_peak_end_at_16,-2.0551088799651303,-1.09408722,0,-25,25,0,-2.0551088799651303 -coef_pm_peak_end_at_17,-2.4042523970600072,-1.1658466000000001,0,-25,25,0,-2.4042523970600072 -coef_pm_peak_end_at_18,-3.5003721078254548,-1.4961310809999999,0,-25,25,0,-3.5003721078254548 -coef_pm_peak_start_at_16_17_18,-0.7985883513777744,-0.227528489,0,-25,25,0,-0.7985883513777744 -coef_start_shift_for_business_related_,-0.083357458155514152,-0.1113,0,-25,25,0,-0.083357458155514152 -coef_start_shift_for_first_sub_tour_of_same_work_tour,-0.16832429973206386,-0.54330000000000001,0,-25,25,0,-0.16832429973206386 -coef_start_shift_for_inbound_auto_travel_time_off_peak,-0.09901878555282706,0.00064999999999999997,0,-25,25,0,-0.09901878555282706 -coef_start_shift_for_number_of_individual_nonmandatory_tours,0.026776673811965086,-0.012800000000000001,0,-25,25,0,0.026776673811965086 -coef_start_shift_for_number_of_joint_tours,-0.019721699715671427,-0.0206,0,-25,25,0,-0.019721699715671427 -coef_start_shift_for_number_of_mandatory_tours,0.059018046122538706,-0.019300000000000001,0,-25,25,0,0.059018046122538706 -coef_start_shift_for_outbound_auto_travel_time_off_peak,0.10034873691181434,0.00064999999999999997,0,-25,25,0,0.10034873691181434 -coef_start_shift_for_subsequent_sub_tour_of_same_work_tour,-0.36020623998165718,-0.18440000000000001,0,-25,25,0,-0.36020623998165718 +,value,initvalue,nullvalue,minimum,maximum,best +coef_am_peak_end,-1.3731693426269276,-2.928312295,0,-25,25,-1.3731693426269276 +coef_am_peak_start_at_6,-20.592813760446127,-6.1567178269999996,0,-25,25,-20.592813760446127 +coef_am_peak_start_at_7,-2.8269839190766564,-4.0617081419999996,0,-25,25,-2.8269839190766564 +coef_am_peak_start_at_8,-1.1965282925054144,-2.330535201,0,-25,25,-1.1965282925054144 +coef_am_peak_start_at_9,-1.6198974929815253,-1.881593386,0,-25,25,-1.6198974929815253 +coef_dummy_for_business_related_purpose_and_duration_from_0_to_1,-0.66312907740821159,-1.5429999999999999,0,-25,25,-0.66312907740821159 +coef_dummy_for_eating_out_purpose_and_departure_at_11,1.1518273421311946,1.5109999999999999,0,-25,25,1.1518273421311946 +coef_dummy_for_eating_out_purpose_and_departure_at_12,2.6254363230451085,2.7210000000000001,0,-25,25,2.6254363230451085 +coef_dummy_for_eating_out_purpose_and_departure_at_13,2.36098076410833,2.1219999999999999,0,-25,25,2.36098076410833 +coef_dummy_for_eating_out_purpose_and_duration_of_1_hour,0.31040519075637613,0.39989999999999998,0,-25,25,0.31040519075637613 +coef_duration_of_0_hours,9.9599848609439601,-0.90668151200000002,0,-25,25,9.9599848609439601 +coef_duration_of_11_to_13_hours,-0.37405450634311865,0.29999999999999999,0,-25,25,-0.37405450634311865 +coef_duration_of_14_to_18_hours,0,0,0,0,0,0 +coef_duration_of_1_hour,0,0,0,0,0,0 +coef_duration_of_2_to_3_hours,9.1812833977279276,-1.3621758020000001,0,-25,25,9.1812833977279276 +coef_duration_of_4_to_5_hours,-0.48314094706644228,-0.81961761600000005,0,-25,25,-0.48314094706644228 +coef_duration_of_6_to_7_hours,10.535613300026082,1.088111072,0,-25,25,10.535613300026082 +coef_duration_of_8_to_10_hours,10.402182684572614,1.734038505,0,-25,25,10.402182684572614 +coef_duration_shift_for_business_related_,0.60004385998820309,0.2646,0,-25,25,0.60004385998820309 +coef_duration_shift_for_first_sub_tour_of_same_work_tour,0.31988469057309121,-0.3992,0,-25,25,0.31988469057309121 +coef_duration_shift_for_inbound_auto_travel_time_off_peak,-0.11857498443158188,0.0098099999999999993,0,-25,25,-0.11857498443158188 +coef_duration_shift_for_number_of_individual_nonmandatory_tours,0.0098944086043264642,-0.042200000000000001,0,-25,25,0.0098944086043264642 +coef_duration_shift_for_number_of_joint_tours,-0.57768141215671864,-0.24970000000000001,0,-25,25,-0.57768141215671864 +coef_duration_shift_for_number_of_mandatory_tours,-1.0587875726336362,-0.7702,0,-25,25,-1.0587875726336362 +coef_duration_shift_for_outbound_auto_travel_time_off_peak,0.1453238873904982,0.0098099999999999993,0,-25,25,0.1453238873904982 +coef_duration_shift_for_subsequent_sub_tour_of_same_work_tour,-10.333603350935554,-0.18440000000000001,0,-25,25,-10.333603350935554 +coef_early_end_at_5_6,-25,-2.928312295,0,-25,25,-25 +coef_early_start_at_5,-2.2040675056867611,-7.7655484760000002,0,-25,25,-2.2040675056867611 +coef_evening_end_at_19_20_21,-4.5210371252389265,-2.3199822600000002,0,-25,25,-4.5210371252389265 +coef_evening_start_at_19_20_21,-0.32574110086394298,-1.015090023,0,-25,25,-0.32574110086394298 +coef_late_end_at_22_23,-11.516564630810274,-2.3199822600000002,0,-25,25,-11.516564630810274 +coef_late_start_at_22_23,-5.1429250271310103,-0.73757005399999997,0,-25,25,-5.1429250271310103 +coef_midday_end_at_10_11_12,-1.3051956922349568,-2.2972643740000001,0,-25,25,-1.3051956922349568 +coef_midday_end_at_13_14,0,0,0,0,0,0 +coef_midday_start_at_10_11_12,0,0,0,0,0,0 +coef_midday_start_at_13_14_15,-1.0515620376346457,-0.77502157999999999,0,-25,25,-1.0515620376346457 +coef_pm_peak_end_at_15,-1.4329808631274803,-0.57834445700000003,0,-25,25,-1.4329808631274803 +coef_pm_peak_end_at_16,-2.0551088799651303,-1.09408722,0,-25,25,-2.0551088799651303 +coef_pm_peak_end_at_17,-2.4042523970600072,-1.1658466000000001,0,-25,25,-2.4042523970600072 +coef_pm_peak_end_at_18,-3.5003721078254548,-1.4961310809999999,0,-25,25,-3.5003721078254548 +coef_pm_peak_start_at_16_17_18,-0.7985883513777744,-0.227528489,0,-25,25,-0.7985883513777744 +coef_start_shift_for_business_related_,-0.083357458155514152,-0.1113,0,-25,25,-0.083357458155514152 +coef_start_shift_for_first_sub_tour_of_same_work_tour,-0.16832429973206386,-0.54330000000000001,0,-25,25,-0.16832429973206386 +coef_start_shift_for_inbound_auto_travel_time_off_peak,-0.09901878555282706,0.00064999999999999997,0,-25,25,-0.09901878555282706 +coef_start_shift_for_number_of_individual_nonmandatory_tours,0.026776673811965086,-0.012800000000000001,0,-25,25,0.026776673811965086 +coef_start_shift_for_number_of_joint_tours,-0.019721699715671427,-0.0206,0,-25,25,-0.019721699715671427 +coef_start_shift_for_number_of_mandatory_tours,0.059018046122538706,-0.019300000000000001,0,-25,25,0.059018046122538706 +coef_start_shift_for_outbound_auto_travel_time_off_peak,0.10034873691181434,0.00064999999999999997,0,-25,25,0.10034873691181434 +coef_start_shift_for_subsequent_sub_tour_of_same_work_tour,-0.36020623998165718,-0.18440000000000001,0,-25,25,-0.36020623998165718 diff --git a/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_joint_tour_scheduling_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_joint_tour_scheduling_SLSQP_.csv index 8420e37c98..b11e454f69 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_joint_tour_scheduling_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_joint_tour_scheduling_SLSQP_.csv @@ -1,60 +1,60 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -coef_adjacent_window_exists_after_this_arrival_hour_first_tour_interaction,-13.52657987575712,-0.025700000000000001,0,-25,25,0,-13.52657987575712 -coef_adjacent_window_exists_after_this_arrival_hour_second_tour_interaction,-14.169340715131355,-0.02734,0,-25,25,0,-14.169340715131355 -coef_adjacent_window_exists_before_this_departure_hour_first_tour_interaction,-13.495922438017288,0.0084419999999999999,0,-25,25,0,-13.495922438017288 -coef_adjacent_window_exists_before_this_departure_hour_second_tour_interaction,-7.7162465780101046,-0.059299999999999999,0,-25,25,0,-7.7162465780101046 -coef_adult_with_children_in_hh_arrive_19_21,-0.0025406451956376816,0.33600000000000002,0,-25,25,0,-0.0025406451956376816 -coef_arrival_constants_am_peak,4.6476727087794183,-8.7288800000000002,0,-25,25,0,4.6476727087794183 -coef_arrival_constants_early,24.793142364658262,-8.7288800000000002,0,-25,25,0,24.793142364658262 -coef_arrival_constants_evening,-4.2917831342034436,-2.7489400000000002,0,-25,25,0,-4.2917831342034436 -coef_arrival_constants_late,-9.6170378774836092,-4.2425300000000004,0,-25,25,0,-9.6170378774836092 -coef_arrival_constants_midday_1,0,0,0,-25,25,1,0 -coef_arrival_constants_midday_2,2.6925192121364452,1.40804,0,-25,25,0,2.6925192121364452 -coef_arrival_constants_pm_peak_1,1.8492366917320286,1.0203599999999999,0,-25,25,0,1.8492366917320286 -coef_arrival_constants_pm_peak_2,1.5184104637159339,1.06863,0,-25,25,0,1.5184104637159339 -coef_arrival_constants_pm_peak_3,0,0,0,-25,25,1,0 -coef_arrival_constants_pm_peak_4,-1.1827680035278383,-0.59626000000000001,0,-25,25,0,-1.1827680035278383 -coef_departure_constants_am_peak_1,-25,-11.595050000000001,0,-25,25,0,-25 -coef_departure_constants_am_peak_2,-4.2368491295195421,-9.0051900000000007,0,-25,25,0,-4.2368491295195421 -coef_departure_constants_am_peak_3,0.80622324441230619,-2.7331500000000002,0,-25,25,0,0.80622324441230619 -coef_departure_constants_am_peak_4,1.4081419130496329,0.26654,0,-25,25,0,1.4081419130496329 -coef_departure_constants_early,-24.418086041106228,-14.477080000000001,0,-25,25,0,-24.418086041106228 -coef_departure_constants_evening,-14.557517186260492,-18.987369999999999,0,-25,25,0,-14.557517186260492 -coef_departure_constants_late,-20.421814010799007,-20.27807,0,-25,25,0,-20.421814010799007 -coef_departure_constants_midday_1,0,0,0,-25,25,1,0 -coef_departure_constants_midday_2,-4.5012376516121435,-1.6026,0,-25,25,0,-4.5012376516121435 -coef_departure_constants_pm_peak,-12.638402978350928,-17.695979999999999,0,-25,25,0,-12.638402978350928 -coef_destination_in_cbd_duration_shift_effects,0.57232969025524438,0.1067,0,-25,25,0,0.57232969025524438 -coef_discretionary_tour_duration_lt_2_hours,-1.0224876940373548,-0.69740000000000002,0,-25,25,0,-1.0224876940373548 -coef_duration_constants_0_to_1_hours,-2.7504813190145132,-2.2282600000000001,0,-25,25,0,-2.7504813190145132 -coef_duration_constants_11_to_13_hours,-6.1627365477909208,-0.81518999999999997,0,-25,25,0,-6.1627365477909208 -coef_duration_constants_14_to_18_hours,-2.8007056063538349,-2.7384400000000002,0,-25,25,0,-2.8007056063538349 -coef_duration_constants_2_to_3_hours,0,0,0,-25,25,1,0 -coef_duration_constants_4_to_5_hours,0.30114528727921769,-0.56174000000000002,0,-25,25,0,0.30114528727921769 -coef_duration_constants_6_to_7_hours,0.14407175378681686,-0.65547,0,-25,25,0,0.14407175378681686 -coef_duration_constants_8_to_10_hours,-10.570858039965891,-0.74061999999999995,0,-25,25,0,-10.570858039965891 -coef_eat_out_tour_departure_shift_effects,-0.024648889447639735,0.075490000000000002,0,-25,25,0,-0.024648889447639735 -coef_first_of_2_plus_tours_for_same_purpose_departure_shift_effect,-1.3293508348128713,-0.2364,0,-25,25,0,-1.3293508348128713 -coef_free_flow_round_trip_auto_time_shift_effects_duration,0.017752136350677013,0.0031949999999999999,0,-25,25,0,0.017752136350677013 -coef_maintenance_tour_depart_before_7,1.1545842619546469,-0.88260000000000005,0,-25,25,0,1.1545842619546469 -coef_maintenance_tour_departure_shift_effects,-0.15921016616264547,-0.1489,0,-25,25,0,-0.15921016616264547 -coef_maintenance_tour_duration_shift_effects,-0.14645897223903356,-0.083720000000000003,0,-25,25,0,-0.14645897223903356 -coef_number_of_joint_tours_departure_shift_effects,1.3561727548582434,0.052080000000000001,0,-25,25,0,1.3561727548582434 -coef_number_of_mandatory_tours_departure_shift_effects,0.076325869327416057,0.046730000000000001,0,-25,25,0,0.076325869327416057 -coef_school_child_age_16_plus_departure_shift_effects,0.072660000000000002,0.072660000000000002,0,-25,25,0,0.072660000000000002 -coef_school_child_age_16_plus_duration_shift_effects,0.20949999999999999,0.20949999999999999,0,-25,25,0,0.20949999999999999 -coef_school_child_age_under_16_departure_shift_effects,0.23900726126553401,0.04657,0,-25,25,0,0.23900726126553401 -coef_school_child_age_under_16_duration_shift_effects,-0.56786310052985978,0.32719999999999999,0,-25,25,0,-0.56786310052985978 -coef_school_child_under_16_arrive_after_22,-6.1472373285382957,-1.1799999999999999,0,-25,25,0,-6.1472373285382957 -coef_shopping_tour_arrive_after_22,-7.2210408448157928,-0.60270000000000001,0,-25,25,0,-7.2210408448157928 -coef_shopping_tour_depart_before_8,1.4584880566051988,-1.0369999999999999,0,-25,25,0,1.4584880566051988 -coef_shopping_tour_departure_shift_effects,-0.045633495185504684,-0.060150000000000002,0,-25,25,0,-0.045633495185504684 -coef_shopping_tour_duration_lt_2_hours,0.18942741647184094,0.51680000000000004,0,-25,25,0,0.18942741647184094 -coef_shopping_tour_duration_shift_effects,-0.35970475378100253,-0.1208,0,-25,25,0,-0.35970475378100253 -coef_some_previously_scheduled_tour_begins_in_this_arrival_hour,0.41197887481555961,-0.3992,0,-25,25,0,0.41197887481555961 -coef_some_previously_scheduled_tour_ends_in_this_departure_hour,0.28202909641105622,-0.45619999999999999,0,-25,25,0,0.28202909641105622 -coef_subsequent_of_2_plus_tours_for_same_purpose_duration_shift_effect,0.19126381823461158,-0.1731,0,-25,25,0,0.19126381823461158 -coef_unavailable,-999,-999,0,-25,25,1,-999 -coef_university_student_arrive_after_22,-9.1810949757532487,0.54659999999999997,0,-25,25,0,-9.1810949757532487 -coef_visit_tour_departure_shift_effects,-0.1095149196358212,0.096879999999999994,0,-25,25,0,-0.1095149196358212 -coef_visit_tour_duration_shift_effects,-0.12381401024065011,0.1638,0,-25,25,0,-0.12381401024065011 +,value,initvalue,nullvalue,minimum,maximum,best +coef_adjacent_window_exists_after_this_arrival_hour_first_tour_interaction,-13.52657987575712,-0.025700000000000001,0,-25,25,-13.52657987575712 +coef_adjacent_window_exists_after_this_arrival_hour_second_tour_interaction,-14.169340715131355,-0.02734,0,-25,25,-14.169340715131355 +coef_adjacent_window_exists_before_this_departure_hour_first_tour_interaction,-13.495922438017288,0.0084419999999999999,0,-25,25,-13.495922438017288 +coef_adjacent_window_exists_before_this_departure_hour_second_tour_interaction,-7.7162465780101046,-0.059299999999999999,0,-25,25,-7.7162465780101046 +coef_adult_with_children_in_hh_arrive_19_21,-0.0025406451956376816,0.33600000000000002,0,-25,25,-0.0025406451956376816 +coef_arrival_constants_am_peak,4.6476727087794183,-8.7288800000000002,0,-25,25,4.6476727087794183 +coef_arrival_constants_early,24.793142364658262,-8.7288800000000002,0,-25,25,24.793142364658262 +coef_arrival_constants_evening,-4.2917831342034436,-2.7489400000000002,0,-25,25,-4.2917831342034436 +coef_arrival_constants_late,-9.6170378774836092,-4.2425300000000004,0,-25,25,-9.6170378774836092 +coef_arrival_constants_midday_1,0,0,0,0,0,0 +coef_arrival_constants_midday_2,2.6925192121364452,1.40804,0,-25,25,2.6925192121364452 +coef_arrival_constants_pm_peak_1,1.8492366917320286,1.0203599999999999,0,-25,25,1.8492366917320286 +coef_arrival_constants_pm_peak_2,1.5184104637159339,1.06863,0,-25,25,1.5184104637159339 +coef_arrival_constants_pm_peak_3,0,0,0,0,0,0 +coef_arrival_constants_pm_peak_4,-1.1827680035278383,-0.59626000000000001,0,-25,25,-1.1827680035278383 +coef_departure_constants_am_peak_1,-25,-11.595050000000001,0,-25,25,-25 +coef_departure_constants_am_peak_2,-4.2368491295195421,-9.0051900000000007,0,-25,25,-4.2368491295195421 +coef_departure_constants_am_peak_3,0.80622324441230619,-2.7331500000000002,0,-25,25,0.80622324441230619 +coef_departure_constants_am_peak_4,1.4081419130496329,0.26654,0,-25,25,1.4081419130496329 +coef_departure_constants_early,-24.418086041106228,-14.477080000000001,0,-25,25,-24.418086041106228 +coef_departure_constants_evening,-14.557517186260492,-18.987369999999999,0,-25,25,-14.557517186260492 +coef_departure_constants_late,-20.421814010799007,-20.27807,0,-25,25,-20.421814010799007 +coef_departure_constants_midday_1,0,0,0,0,0,0 +coef_departure_constants_midday_2,-4.5012376516121435,-1.6026,0,-25,25,-4.5012376516121435 +coef_departure_constants_pm_peak,-12.638402978350928,-17.695979999999999,0,-25,25,-12.638402978350928 +coef_destination_in_cbd_duration_shift_effects,0.57232969025524438,0.1067,0,-25,25,0.57232969025524438 +coef_discretionary_tour_duration_lt_2_hours,-1.0224876940373548,-0.69740000000000002,0,-25,25,-1.0224876940373548 +coef_duration_constants_0_to_1_hours,-2.7504813190145132,-2.2282600000000001,0,-25,25,-2.7504813190145132 +coef_duration_constants_11_to_13_hours,-6.1627365477909208,-0.81518999999999997,0,-25,25,-6.1627365477909208 +coef_duration_constants_14_to_18_hours,-2.8007056063538349,-2.7384400000000002,0,-25,25,-2.8007056063538349 +coef_duration_constants_2_to_3_hours,0,0,0,0,0,0 +coef_duration_constants_4_to_5_hours,0.30114528727921769,-0.56174000000000002,0,-25,25,0.30114528727921769 +coef_duration_constants_6_to_7_hours,0.14407175378681686,-0.65547,0,-25,25,0.14407175378681686 +coef_duration_constants_8_to_10_hours,-10.570858039965891,-0.74061999999999995,0,-25,25,-10.570858039965891 +coef_eat_out_tour_departure_shift_effects,-0.024648889447639735,0.075490000000000002,0,-25,25,-0.024648889447639735 +coef_first_of_2_plus_tours_for_same_purpose_departure_shift_effect,-1.3293508348128713,-0.2364,0,-25,25,-1.3293508348128713 +coef_free_flow_round_trip_auto_time_shift_effects_duration,0.017752136350677013,0.0031949999999999999,0,-25,25,0.017752136350677013 +coef_maintenance_tour_depart_before_7,1.1545842619546469,-0.88260000000000005,0,-25,25,1.1545842619546469 +coef_maintenance_tour_departure_shift_effects,-0.15921016616264547,-0.1489,0,-25,25,-0.15921016616264547 +coef_maintenance_tour_duration_shift_effects,-0.14645897223903356,-0.083720000000000003,0,-25,25,-0.14645897223903356 +coef_number_of_joint_tours_departure_shift_effects,1.3561727548582434,0.052080000000000001,0,-25,25,1.3561727548582434 +coef_number_of_mandatory_tours_departure_shift_effects,0.076325869327416057,0.046730000000000001,0,-25,25,0.076325869327416057 +coef_school_child_age_16_plus_departure_shift_effects,0.072660000000000002,0.072660000000000002,0,-25,25,0.072660000000000002 +coef_school_child_age_16_plus_duration_shift_effects,0.20949999999999999,0.20949999999999999,0,-25,25,0.20949999999999999 +coef_school_child_age_under_16_departure_shift_effects,0.23900726126553401,0.04657,0,-25,25,0.23900726126553401 +coef_school_child_age_under_16_duration_shift_effects,-0.56786310052985978,0.32719999999999999,0,-25,25,-0.56786310052985978 +coef_school_child_under_16_arrive_after_22,-6.1472373285382957,-1.1799999999999999,0,-25,25,-6.1472373285382957 +coef_shopping_tour_arrive_after_22,-7.2210408448157928,-0.60270000000000001,0,-25,25,-7.2210408448157928 +coef_shopping_tour_depart_before_8,1.4584880566051988,-1.0369999999999999,0,-25,25,1.4584880566051988 +coef_shopping_tour_departure_shift_effects,-0.045633495185504684,-0.060150000000000002,0,-25,25,-0.045633495185504684 +coef_shopping_tour_duration_lt_2_hours,0.18942741647184094,0.51680000000000004,0,-25,25,0.18942741647184094 +coef_shopping_tour_duration_shift_effects,-0.35970475378100253,-0.1208,0,-25,25,-0.35970475378100253 +coef_some_previously_scheduled_tour_begins_in_this_arrival_hour,0.41197887481555961,-0.3992,0,-25,25,0.41197887481555961 +coef_some_previously_scheduled_tour_ends_in_this_departure_hour,0.28202909641105622,-0.45619999999999999,0,-25,25,0.28202909641105622 +coef_subsequent_of_2_plus_tours_for_same_purpose_duration_shift_effect,0.19126381823461158,-0.1731,0,-25,25,0.19126381823461158 +coef_unavailable,-999,-999,0,-999,-999,-999 +coef_university_student_arrive_after_22,-9.1810949757532487,0.54659999999999997,0,-25,25,-9.1810949757532487 +coef_visit_tour_departure_shift_effects,-0.1095149196358212,0.096879999999999994,0,-25,25,-0.1095149196358212 +coef_visit_tour_duration_shift_effects,-0.12381401024065011,0.1638,0,-25,25,-0.12381401024065011 diff --git a/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_mandatory_tour_scheduling_school_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_mandatory_tour_scheduling_school_SLSQP_.csv index cd09b59ba4..b82e6aef3a 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_mandatory_tour_scheduling_school_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_mandatory_tour_scheduling_school_SLSQP_.csv @@ -1,56 +1,56 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -coef_adjacent_window_exists_after_this_arrival_hour_first_tour_interaction,-0.41422850345277673,-0.0030490000000000001,0,-25,25,0,-0.41422850345277673 -coef_adjacent_window_exists_after_this_arrival_hour_second_plus_tour_interaction,-0.6401855452227263,-0.52710000000000001,0,-25,25,0,-0.6401855452227263 -coef_adjacent_window_exists_before_this_departure_hour_first_tour_interaction,1.6569196041966798,0.089749999999999996,0,-25,25,0,1.6569196041966798 -coef_adjacent_window_exists_before_this_departure_hour_second_plus_tour_interaction,0.22572243506435294,-0.44,0,-25,25,0,0.22572243506435294 -coef_all_adults_ft_worker_duration,0.052335612401385158,0.10929999999999999,0,-25,25,0,0.052335612401385158 -coef_arrival_constants_am_peak,-2.239162268431512,-2.4287183990000001,0,-25,25,0,-2.239162268431512 -coef_arrival_constants_early,-1.0659800055630626,-2.4287183990000001,0,-25,25,0,-1.0659800055630626 -coef_arrival_constants_evening,-1.0333285070293166,-0.87014690400000005,0,-25,25,0,-1.0333285070293166 -coef_arrival_constants_late,-1.3159096768815548,-1.7520004899999999,0,-25,25,0,-1.3159096768815548 -coef_arrival_constants_midday_1,-1.3023302498849516,-1.237908768,0,-25,25,0,-1.3023302498849516 -coef_arrival_constants_midday_2,-0.5546725832043673,-0.53976893100000001,0,-25,25,0,-0.5546725832043673 -coef_arrival_constants_pm_peak_1,0,0,0,-25,25,1,0 -coef_arrival_constants_pm_peak_2,-0.44138742316895313,-0.38916924800000002,0,-25,25,0,-0.44138742316895313 -coef_arrival_constants_pm_peak_3,-0.2812469755323358,-0.198120349,0,-25,25,0,-0.2812469755323358 -coef_arrival_constants_pm_peak_4,-0.37036768408938009,-0.25362468399999999,0,-25,25,0,-0.37036768408938009 -coef_departure_constants_am_peak_1,-1.88269403821435,-1.6176440560000001,0,-25,25,0,-1.88269403821435 -coef_departure_constants_am_peak_2,0,0,0,-25,25,1,0 -coef_departure_constants_am_peak_3,-0.18398491652900986,-0.073826841000000004,0,-25,25,0,-0.18398491652900986 -coef_departure_constants_am_peak_4,-2.0164025628346196,-2.0805707689999999,0,-25,25,0,-2.0164025628346196 -coef_departure_constants_early,-3.6367697723264993,-3.8206624040000001,0,-25,25,0,-3.6367697723264993 -coef_departure_constants_evening,-5.2587949264840477,-5.2302878359999996,0,-25,25,0,-5.2587949264840477 -coef_departure_constants_late,-21.447622137991786,-11.88604728,0,-25,25,0,-21.447622137991786 -coef_departure_constants_midday_1,-3.2798639404148622,-2.9857394570000002,0,-25,25,0,-3.2798639404148622 -coef_departure_constants_midday_2,-3.7505480975849421,-3.6284346460000001,0,-25,25,0,-3.7505480975849421 -coef_departure_constants_pm_peak,-3.0931673015219761,-3.1025051499999998,0,-25,25,0,-3.0931673015219761 -coef_duration_constants_0_to_2_hours,-1.3721102503108893,-1.409955689,0,-25,25,0,-1.3721102503108893 -coef_duration_constants_10_hours,-0.87644803457973364,-0.90478898299999999,0,-25,25,0,-0.87644803457973364 -coef_duration_constants_11_hours,-1.1272644347425658,-1.5211626039999999,0,-25,25,0,-1.1272644347425658 -coef_duration_constants_12_to_13_hours,-2.6683455157140528,-2.4184889169999999,0,-25,25,0,-2.6683455157140528 -coef_duration_constants_14_to_18_hours,-2.6759742908121664,-2.5031372950000002,0,-25,25,0,-2.6759742908121664 -coef_duration_constants_3_to_4_hours,-0.55220033048204242,-0.74589325200000001,0,-25,25,0,-0.55220033048204242 -coef_duration_constants_5_to_6_hours,-0.53262716577049196,-0.56763662199999998,0,-25,25,0,-0.53262716577049196 -coef_duration_constants_7_to_8_hours,0,0,0,-25,25,1,0 -coef_duration_constants_9_hours,-0.48760897429357303,-0.65080668399999997,0,-25,25,0,-0.48760897429357303 -coef_first_of_2plus_school_lt_6_hours,0.16905521319273054,1.4870000000000001,0,-25,25,0,0.16905521319273054 -coef_first_of_2plus_school_tours_departure,-0.33383037914065045,-0.30020000000000002,0,-25,25,0,-0.33383037914065045 -coef_first_of_2plus_school_tours_duration,-0.04255836536299562,-0.1593,0,-25,25,0,-0.04255836536299562 -coef_ft_worker_departure,0.39710000000000001,0.39710000000000001,0,-25,25,0,0.39710000000000001 -coef_ft_worker_duration,-0.1908,-0.1908,0,-25,25,0,-0.1908 -coef_hh_income_early_departure,-13.757852371681819,-0.88370000000000004,0,-25,25,0,-13.757852371681819 -coef_hh_income_late_arrival,0.10172645562322991,-0.3533,0,-25,25,0,0.10172645562322991 -coef_mode_choice_logsum,0.056409818603376488,2.1269999999999998,0,-25,25,0,0.056409818603376488 -coef_non_worker_departure,0.55389999999999995,0.55389999999999995,0,-25,25,0,0.55389999999999995 -coef_previous_tour_begins_this_arrival_hour,-10.370632174023092,-1.1020000000000001,0,-25,25,0,-10.370632174023092 -coef_previous_tour_ends_this_departure_hour,0.29855098378969686,-0.59950000000000003,0,-25,25,0,0.29855098378969686 -coef_remaining_work_school_tours_to_be_scheduled_div_number_of_unscheduled_hours,-24.999999999999989,-16.670000000000002,0,-25,25,0,-24.999999999999989 -coef_roundtrip_auto_time_to_work,0.0051371496377464691,0.0031949999999999999,0,-25,25,0,0.0051371496377464691 -coef_school_plus_work_tours_by_student_lt_6_hours,-2.4833134340066172,1.73,0,-25,25,0,-2.4833134340066172 -coef_school_plus_work_tours_by_worker_lt_6_hours,-2.0713134340065626,2.1419999999999999,0,-25,25,0,-2.0713134340065626 -coef_student_driver_duration,-0.0039575686674971052,0.034639999999999997,0,-25,25,0,-0.0039575686674971052 -coef_subsequent_2plus_school_tours_duration,-0.1882990522548961,-0.23380000000000001,0,-25,25,0,-0.1882990522548961 -coef_subsequent_of_2plus_school_lt_6_hours,24.999999999999993,2.1419999999999999,0,-25,25,0,24.999999999999993 -coef_subsequent_tour_must_start_after_previous_tour_ends,-100,-100,0,-25,25,1,-100 -coef_univ_departure,0.23436737071396377,0.28000000000000003,0,-25,25,0,0.23436737071396377 -coef_univ_duration,-0.40913239802776624,-0.29070000000000001,0,-25,25,0,-0.40913239802776624 +,value,initvalue,nullvalue,minimum,maximum,best +coef_adjacent_window_exists_after_this_arrival_hour_first_tour_interaction,-0.41422850345277012,-0.0030490000000000001,0,-25,25,-0.41422850345277012 +coef_adjacent_window_exists_after_this_arrival_hour_second_plus_tour_interaction,-0.6401855452227263,-0.52710000000000001,0,-25,25,-0.6401855452227263 +coef_adjacent_window_exists_before_this_departure_hour_first_tour_interaction,1.6569196041966843,0.089749999999999996,0,-25,25,1.6569196041966843 +coef_adjacent_window_exists_before_this_departure_hour_second_plus_tour_interaction,0.22572243506435116,-0.44,0,-25,25,0.22572243506435116 +coef_all_adults_ft_worker_duration,0.052335612401385102,0.10929999999999999,0,-25,25,0.052335612401385102 +coef_arrival_constants_am_peak,-2.2391622684315053,-2.4287183990000001,0,-25,25,-2.2391622684315053 +coef_arrival_constants_early,-1.0659800055630519,-2.4287183990000001,0,-25,25,-1.0659800055630519 +coef_arrival_constants_evening,-1.0333285070293219,-0.87014690400000005,0,-25,25,-1.0333285070293219 +coef_arrival_constants_late,-1.315909676881561,-1.7520004899999999,0,-25,25,-1.315909676881561 +coef_arrival_constants_midday_1,-1.3023302498849483,-1.237908768,0,-25,25,-1.3023302498849483 +coef_arrival_constants_midday_2,-0.55467258320436619,-0.53976893100000001,0,-25,25,-0.55467258320436619 +coef_arrival_constants_pm_peak_1,0,0,0,0,0,0 +coef_arrival_constants_pm_peak_2,-0.44138742316895407,-0.38916924800000002,0,-25,25,-0.44138742316895407 +coef_arrival_constants_pm_peak_3,-0.28124697553233768,-0.198120349,0,-25,25,-0.28124697553233768 +coef_arrival_constants_pm_peak_4,-0.37036768408938353,-0.25362468399999999,0,-25,25,-0.37036768408938353 +coef_departure_constants_am_peak_1,-1.8826940382143509,-1.6176440560000001,0,-25,25,-1.8826940382143509 +coef_departure_constants_am_peak_2,0,0,0,0,0,0 +coef_departure_constants_am_peak_3,-0.18398491652900856,-0.073826841000000004,0,-25,25,-0.18398491652900856 +coef_departure_constants_am_peak_4,-2.0164025628346165,-2.0805707689999999,0,-25,25,-2.0164025628346165 +coef_departure_constants_early,-3.6367697723264993,-3.8206624040000001,0,-25,25,-3.6367697723264993 +coef_departure_constants_evening,-5.2587949264840343,-5.2302878359999996,0,-25,25,-5.2587949264840343 +coef_departure_constants_late,-21.447622138036181,-11.88604728,0,-25,25,-21.447622138036181 +coef_departure_constants_midday_1,-3.2798639404148568,-2.9857394570000002,0,-25,25,-3.2798639404148568 +coef_departure_constants_midday_2,-3.7505480975849346,-3.6284346460000001,0,-25,25,-3.7505480975849346 +coef_departure_constants_pm_peak,-3.0931673015219667,-3.1025051499999998,0,-25,25,-3.0931673015219667 +coef_duration_constants_0_to_2_hours,-1.3721102503108922,-1.409955689,0,-25,25,-1.3721102503108922 +coef_duration_constants_10_hours,-0.87644803457973108,-0.90478898299999999,0,-25,25,-0.87644803457973108 +coef_duration_constants_11_hours,-1.1272644347425629,-1.5211626039999999,0,-25,25,-1.1272644347425629 +coef_duration_constants_12_to_13_hours,-2.6683455157140479,-2.4184889169999999,0,-25,25,-2.6683455157140479 +coef_duration_constants_14_to_18_hours,-2.6759742908121606,-2.5031372950000002,0,-25,25,-2.6759742908121606 +coef_duration_constants_3_to_4_hours,-0.55220033048204353,-0.74589325200000001,0,-25,25,-0.55220033048204353 +coef_duration_constants_5_to_6_hours,-0.53262716577049274,-0.56763662199999998,0,-25,25,-0.53262716577049274 +coef_duration_constants_7_to_8_hours,0,0,0,0,0,0 +coef_duration_constants_9_hours,-0.48760897429357175,-0.65080668399999997,0,-25,25,-0.48760897429357175 +coef_first_of_2plus_school_lt_6_hours,0.16905521319272807,1.4870000000000001,0,-25,25,0.16905521319272807 +coef_first_of_2plus_school_tours_departure,-0.3338303791406505,-0.30020000000000002,0,-25,25,-0.3338303791406505 +coef_first_of_2plus_school_tours_duration,-0.042558365362996578,-0.1593,0,-25,25,-0.042558365362996578 +coef_ft_worker_departure,0.39710000000000001,0.39710000000000001,0,-25,25,0.39710000000000001 +coef_ft_worker_duration,-0.1908,-0.1908,0,-25,25,-0.1908 +coef_hh_income_early_departure,-13.757852371659974,-0.88370000000000004,0,-25,25,-13.757852371659974 +coef_hh_income_late_arrival,0.10172645562322212,-0.3533,0,-25,25,0.10172645562322212 +coef_mode_choice_logsum,0.056409818603392878,2.1269999999999998,0,-25,25,0.056409818603392878 +coef_non_worker_departure,0.55389999999999995,0.55389999999999995,0,-25,25,0.55389999999999995 +coef_previous_tour_begins_this_arrival_hour,-10.370632174066369,-1.1020000000000001,0,-25,25,-10.370632174066369 +coef_previous_tour_ends_this_departure_hour,0.29855098378969142,-0.59950000000000003,0,-25,25,0.29855098378969142 +coef_remaining_work_school_tours_to_be_scheduled_div_number_of_unscheduled_hours,-25,-16.670000000000002,0,-25,25,-25 +coef_roundtrip_auto_time_to_work,0.005137149637746443,0.0031949999999999999,0,-25,25,0.005137149637746443 +coef_school_plus_work_tours_by_student_lt_6_hours,-2.4833134339994589,1.73,0,-25,25,-2.4833134339994589 +coef_school_plus_work_tours_by_worker_lt_6_hours,-2.0713134339992108,2.1419999999999999,0,-25,25,-2.0713134339992108 +coef_student_driver_duration,-0.0039575686674964382,0.034639999999999997,0,-25,25,-0.0039575686674964382 +coef_subsequent_2plus_school_tours_duration,-0.18829905225489668,-0.23380000000000001,0,-25,25,-0.18829905225489668 +coef_subsequent_of_2plus_school_lt_6_hours,25,2.1419999999999999,0,-25,25,25 +coef_subsequent_tour_must_start_after_previous_tour_ends,-100,-100,0,-100,-100,-100 +coef_univ_departure,0.23436737071396405,0.28000000000000003,0,-25,25,0.23436737071396405 +coef_univ_duration,-0.4091323980277653,-0.29070000000000001,0,-25,25,-0.4091323980277653 diff --git a/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_mandatory_tour_scheduling_work_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_mandatory_tour_scheduling_work_SLSQP_.csv index dae05c85ec..e101827da9 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_mandatory_tour_scheduling_work_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_mandatory_tour_scheduling_work_SLSQP_.csv @@ -1,64 +1,64 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -coef_adjacent_window_exists_after_this_arrival_hour_first_tour_interaction,0.32667565493554701,0.36270000000000002,0,-25,25,0,0.32667565493554701 -coef_adjacent_window_exists_after_this_arrival_hour_second_plus_tour_interaction,0.29890077591488662,-0.1012,0,-25,25,0,0.29890077591488662 -coef_adjacent_window_exists_before_this_departure_hour_first_tour_interaction,-0.03838771264434708,0.17710000000000001,0,-25,25,0,-0.03838771264434708 -coef_adjacent_window_exists_before_this_departure_hour_second_plus_tour_interaction,-0.012604861685105164,-0.21229999999999999,0,-25,25,0,-0.012604861685105164 -coef_arrival_constants_am_peak,-2.5271375996736674,-1.854520626,0,-25,25,0,-2.5271375996736674 -coef_arrival_constants_early,0,0,0,-25,25,1,0 -coef_arrival_constants_evening,-0.085795624393249281,0.103566251,0,-25,25,0,-0.085795624393249281 -coef_arrival_constants_late,-1.2214082937853219,-0.96595733900000003,0,-25,25,0,-1.2214082937853219 -coef_arrival_constants_midday_1,-0.48973567712619931,-0.49597203699999998,0,-25,25,0,-0.48973567712619931 -coef_arrival_constants_midday_2,-0.38325955359082564,-0.37855408099999999,0,-25,25,0,-0.38325955359082564 -coef_arrival_constants_pm_peak_1,0,0,0,-25,25,1,0 -coef_arrival_constants_pm_peak_2,0.20200505628363702,0.27608389999999999,0,-25,25,0,0.20200505628363702 -coef_arrival_constants_pm_peak_3,0.57252403550150377,0.699587132,0,-25,25,0,0.57252403550150377 -coef_arrival_constants_pm_peak_4,0.70559162148930465,0.79928937700000002,0,-25,25,0,0.70559162148930465 -coef_departure_constants_am_peak_1,-0.64189762373575276,-0.61618090599999997,0,-25,25,0,-0.64189762373575276 -coef_departure_constants_am_peak_2,0,0,0,-25,25,1,0 -coef_departure_constants_am_peak_3,-0.32300630805161212,-0.254714726,0,-25,25,0,-0.32300630805161212 -coef_departure_constants_am_peak_4,-1.2200419655428676,-1.2513460240000001,0,-25,25,0,-1.2200419655428676 -coef_departure_constants_early,-0.88937552297317835,-0.95272526999999996,0,-25,25,0,-0.88937552297317835 -coef_departure_constants_evening,-1.9894022615900337,-1.610513243,0,-25,25,0,-1.9894022615900337 -coef_departure_constants_late,-2.9366847174521169,-2.8834152230000001,0,-25,25,0,-2.9366847174521169 -coef_departure_constants_midday_1,-1.8267003953167111,-1.7058689920000001,0,-25,25,0,-1.8267003953167111 -coef_departure_constants_midday_2,-1.8787826218301846,-1.6935705830000001,0,-25,25,0,-1.8787826218301846 -coef_departure_constants_pm_peak,-1.6918470882172465,-1.4399919619999999,0,-25,25,0,-1.6918470882172465 -coef_destination_in_cbd_departure_shift_effects,0.02867798331866667,0.047169999999999997,0,-25,25,0,0.02867798331866667 -coef_destination_in_cbd_duration_shift_effects,0.096672948661930019,0.086790000000000006,0,-25,25,0,0.096672948661930019 -coef_destination_in_cbd_early_departure_interaction,-0.4199592967878053,-0.45660000000000001,0,-25,25,0,-0.4199592967878053 -coef_destination_in_cbd_late_arrival_interaction,-0.26693522986998397,-0.2334,0,-25,25,0,-0.26693522986998397 -coef_duration_constants_0_to_2_hours,-2.0624027939529346,-2.5282663900000002,0,-25,25,0,-2.0624027939529346 -coef_duration_constants_10_hours,0,0,0,-25,25,1,0 -coef_duration_constants_11_hours,-0.35847897944036911,-0.34779539100000001,0,-25,25,0,-0.35847897944036911 -coef_duration_constants_12_to_13_hours,-1.1320000518313724,-1.0082223459999999,0,-25,25,0,-1.1320000518313724 -coef_duration_constants_14_to_18_hours,-1.8548749522859889,-1.701858847,0,-25,25,0,-1.8548749522859889 -coef_duration_constants_3_to_4_hours,-0.60027818200677441,-0.91897445700000002,0,-25,25,0,-0.60027818200677441 -coef_duration_constants_5_to_6_hours,-0.34356216175145488,-0.71855028799999998,0,-25,25,0,-0.34356216175145488 -coef_duration_constants_7_to_8_hours,-0.033980670935509057,-0.139623566,0,-25,25,0,-0.033980670935509057 -coef_duration_constants_9_hours,0.13725088089721149,0.055706243000000003,0,-25,25,0,0.13725088089721149 -coef_first_of_2plus_work_tours_departure_shift_effects,-0.28968392379950286,-0.30330000000000001,0,-25,25,0,-0.28968392379950286 -coef_first_of_2plus_work_tours_duration_lt_8_hrs,1.9167837292554601,1.98,0,-25,25,0,1.9167837292554601 -coef_first_of_2plus_work_tours_duration_shift_effects,-0.28618533652302514,-0.18609999999999999,0,-25,25,0,-0.28618533652302514 -coef_free_flow_round_trip_auto_time_shift_effects_departure,0.00059861094984468952,-0.00114,0,-25,25,0,0.00059861094984468952 -coef_free_flow_round_trip_auto_time_shift_effects_duration,0.0042157038484354316,0.0022100000000000002,0,-25,25,0,0.0042157038484354316 -coef_full_time_worker_10_to_12_departure_interaction,-0.67824995003962851,-0.51819999999999999,0,-25,25,0,-0.67824995003962851 -coef_full_time_worker_duration_lt_9_hours_interaction,-1.3572934472468834,-1.2569999999999999,0,-25,25,0,-1.3572934472468834 -coef_household_income_departure_shift_effects,0.00011131786628809527,0.00020799999999999999,0,-25,25,0,0.00011131786628809527 -coef_household_income_early_departure_interaction,-0.5827740872099535,-0.4854,0,-25,25,0,-0.5827740872099535 -coef_household_income_late_arrival_interaction,0.029954281477342644,-0.38390000000000002,0,-25,25,0,0.029954281477342644 -coef_mode_choice_logsum,0.24711414893952174,1.0269999999999999,0,-25,25,0,0.24711414893952174 -coef_non_working_adult_duration_shift_effects,-0.1207,-0.1207,0,-25,25,0,-0.1207 -coef_part_time_worker_13_to_15_arrival_interaction,0.37532170960948075,0.54330000000000001,0,-25,25,0,0.37532170960948075 -coef_part_time_worker_departure_shift_effects,0.09509362346879259,0.067360000000000003,0,-25,25,0,0.09509362346879259 -coef_previously_scheduled_tour_begins_in_this_arrival_hour,-6.7249553577860564,-1.3340000000000001,0,-25,25,0,-6.7249553577860564 -coef_previously_scheduled_tour_ends_in_this_departure_hour,0.25885266671850288,-0.89349999999999996,0,-25,25,0,0.25885266671850288 -coef_remaining_tours_to_be_scheduled_div_number_of_unscheduled_hours,-6.8651865790617377,-18.68,0,-25,25,0,-6.8651865790617377 -coef_rural_household_early_departure_interaction,0.40389999999999998,0.40389999999999998,0,-25,25,0,0.40389999999999998 -coef_rural_household_late_arrival_interaction,-0.34510000000000002,-0.34510000000000002,0,-25,25,0,-0.34510000000000002 -coef_subsequent_2plus_work_departure_tours_shift_effects,0.060824034798658874,-0.53810000000000002,0,-25,25,0,0.060824034798658874 -coef_subsequent_2plus_work_duration_tours_shift_effects,-0.080956888721558318,-0.31740000000000002,0,-25,25,0,-0.080956888721558318 -coef_subsequent_of_2plus_work_tours_duration_lt_8_hrs,5.4433904863198315,2.5819999999999999,0,-25,25,0,5.4433904863198315 -coef_subsequent_tour_must_start_after_previous_tour_ends,-100,-100,0,-25,25,1,-100 -coef_tours_by_student_duration_lt_8_hrs,20.927635943289463,2.5819999999999999,0,-25,25,0,20.927635943289463 -coef_tours_by_worker_duration_lt_8_hrs,19.258235943289435,0.91259999999999997,0,-25,25,0,19.258235943289435 -coef_university_student_departure_shift_effects,0.076480211468919646,0.05747,0,-25,25,0,0.076480211468919646 +,value,initvalue,nullvalue,minimum,maximum,best +coef_adjacent_window_exists_after_this_arrival_hour_first_tour_interaction,0.32667520282267543,0.36270000000000002,0,-25,25,0.32667520282267543 +coef_adjacent_window_exists_after_this_arrival_hour_second_plus_tour_interaction,0.2989032139409768,-0.1012,0,-25,25,0.2989032139409768 +coef_adjacent_window_exists_before_this_departure_hour_first_tour_interaction,-0.038388513238313653,0.17710000000000001,0,-25,25,-0.038388513238313653 +coef_adjacent_window_exists_before_this_departure_hour_second_plus_tour_interaction,-0.012603680222033091,-0.21229999999999999,0,-25,25,-0.012603680222033091 +coef_arrival_constants_am_peak,-2.5271385106886068,-1.854520626,0,-25,25,-2.5271385106886068 +coef_arrival_constants_early,0,0,0,0,0,0 +coef_arrival_constants_evening,-0.085796024190049405,0.103566251,0,-25,25,-0.085796024190049405 +coef_arrival_constants_late,-1.2214089672341761,-0.96595733900000003,0,-25,25,-1.2214089672341761 +coef_arrival_constants_midday_1,-0.48973614520419595,-0.49597203699999998,0,-25,25,-0.48973614520419595 +coef_arrival_constants_midday_2,-0.38325967338204053,-0.37855408099999999,0,-25,25,-0.38325967338204053 +coef_arrival_constants_pm_peak_1,0,0,0,0,0,0 +coef_arrival_constants_pm_peak_2,0.20200494978830774,0.27608389999999999,0,-25,25,0.20200494978830774 +coef_arrival_constants_pm_peak_3,0.57252378326592945,0.699587132,0,-25,25,0.57252378326592945 +coef_arrival_constants_pm_peak_4,0.70559147854432169,0.79928937700000002,0,-25,25,0.70559147854432169 +coef_departure_constants_am_peak_1,-0.6418973650064711,-0.61618090599999997,0,-25,25,-0.6418973650064711 +coef_departure_constants_am_peak_2,0,0,0,0,0,0 +coef_departure_constants_am_peak_3,-0.32300636563617879,-0.254714726,0,-25,25,-0.32300636563617879 +coef_departure_constants_am_peak_4,-1.220041820613047,-1.2513460240000001,0,-25,25,-1.220041820613047 +coef_departure_constants_early,-0.88937510260312602,-0.95272526999999996,0,-25,25,-0.88937510260312602 +coef_departure_constants_evening,-1.9893998781318789,-1.610513243,0,-25,25,-1.9893998781318789 +coef_departure_constants_late,-2.9366745684271129,-2.8834152230000001,0,-25,25,-2.9366745684271129 +coef_departure_constants_midday_1,-1.8267001521037016,-1.7058689920000001,0,-25,25,-1.8267001521037016 +coef_departure_constants_midday_2,-1.8787827704964197,-1.6935705830000001,0,-25,25,-1.8787827704964197 +coef_departure_constants_pm_peak,-1.6918462289474312,-1.4399919619999999,0,-25,25,-1.6918462289474312 +coef_destination_in_cbd_departure_shift_effects,0.028678306805682247,0.047169999999999997,0,-25,25,0.028678306805682247 +coef_destination_in_cbd_duration_shift_effects,0.096673084899908696,0.086790000000000006,0,-25,25,0.096673084899908696 +coef_destination_in_cbd_early_departure_interaction,-0.41995880475080311,-0.45660000000000001,0,-25,25,-0.41995880475080311 +coef_destination_in_cbd_late_arrival_interaction,-0.26693459750183979,-0.2334,0,-25,25,-0.26693459750183979 +coef_duration_constants_0_to_2_hours,-2.0624023323687144,-2.5282663900000002,0,-25,25,-2.0624023323687144 +coef_duration_constants_10_hours,0,0,0,0,0,0 +coef_duration_constants_11_hours,-0.35847896432255638,-0.34779539100000001,0,-25,25,-0.35847896432255638 +coef_duration_constants_12_to_13_hours,-1.1320004478276953,-1.0082223459999999,0,-25,25,-1.1320004478276953 +coef_duration_constants_14_to_18_hours,-1.8548759254550073,-1.701858847,0,-25,25,-1.8548759254550073 +coef_duration_constants_3_to_4_hours,-0.60027688746955321,-0.91897445700000002,0,-25,25,-0.60027688746955321 +coef_duration_constants_5_to_6_hours,-0.3435610046131029,-0.71855028799999998,0,-25,25,-0.3435610046131029 +coef_duration_constants_7_to_8_hours,-0.033979868351848914,-0.139623566,0,-25,25,-0.033979868351848914 +coef_duration_constants_9_hours,0.13725128186580737,0.055706243000000003,0,-25,25,0.13725128186580737 +coef_first_of_2plus_work_tours_departure_shift_effects,-0.2896837904560684,-0.30330000000000001,0,-25,25,-0.2896837904560684 +coef_first_of_2plus_work_tours_duration_lt_8_hrs,1.9167861172628315,1.98,0,-25,25,1.9167861172628315 +coef_first_of_2plus_work_tours_duration_shift_effects,-0.28618628658489031,-0.18609999999999999,0,-25,25,-0.28618628658489031 +coef_free_flow_round_trip_auto_time_shift_effects_departure,0.00059861431451224852,-0.00114,0,-25,25,0.00059861431451224852 +coef_free_flow_round_trip_auto_time_shift_effects_duration,0.0042157097953458792,0.0022100000000000002,0,-25,25,0.0042157097953458792 +coef_full_time_worker_10_to_12_departure_interaction,-0.67825091233923496,-0.51819999999999999,0,-25,25,-0.67825091233923496 +coef_full_time_worker_duration_lt_9_hours_interaction,-1.3572941093466813,-1.2569999999999999,0,-25,25,-1.3572941093466813 +coef_household_income_departure_shift_effects,0.00011131783637255824,0.00020799999999999999,0,-25,25,0.00011131783637255824 +coef_household_income_early_departure_interaction,-0.58277482301281736,-0.4854,0,-25,25,-0.58277482301281736 +coef_household_income_late_arrival_interaction,0.02995300537436358,-0.38390000000000002,0,-25,25,0.02995300537436358 +coef_mode_choice_logsum,0.24711457366198325,1.0269999999999999,0,-25,25,0.24711457366198325 +coef_non_working_adult_duration_shift_effects,-0.1207,-0.1207,0,-25,25,-0.1207 +coef_part_time_worker_13_to_15_arrival_interaction,0.37532108740462561,0.54330000000000001,0,-25,25,0.37532108740462561 +coef_part_time_worker_departure_shift_effects,0.09509355721343847,0.067360000000000003,0,-25,25,0.09509355721343847 +coef_previously_scheduled_tour_begins_in_this_arrival_hour,-6.7245570005227204,-1.3340000000000001,0,-25,25,-6.7245570005227204 +coef_previously_scheduled_tour_ends_in_this_departure_hour,0.2588531712397476,-0.89349999999999996,0,-25,25,0.2588531712397476 +coef_remaining_tours_to_be_scheduled_div_number_of_unscheduled_hours,-6.8650722180171249,-18.68,0,-25,25,-6.8650722180171249 +coef_rural_household_early_departure_interaction,0.40389999999999998,0.40389999999999998,0,-25,25,0.40389999999999998 +coef_rural_household_late_arrival_interaction,-0.34510000000000002,-0.34510000000000002,0,-25,25,-0.34510000000000002 +coef_subsequent_2plus_work_departure_tours_shift_effects,0.060824095014172706,-0.53810000000000002,0,-25,25,0.060824095014172706 +coef_subsequent_2plus_work_duration_tours_shift_effects,-0.08095682334415219,-0.31740000000000002,0,-25,25,-0.08095682334415219 +coef_subsequent_of_2plus_work_tours_duration_lt_8_hrs,5.4433872561126897,2.5819999999999999,0,-25,25,5.4433872561126897 +coef_subsequent_tour_must_start_after_previous_tour_ends,-100,-100,0,-100,-100,-100 +coef_tours_by_student_duration_lt_8_hrs,20.916124133444324,2.5819999999999999,0,-25,25,20.916124133444324 +coef_tours_by_worker_duration_lt_8_hrs,19.246724133444353,0.91259999999999997,0,-25,25,19.246724133444353 +coef_university_student_departure_shift_effects,0.076480195754151201,0.05747,0,-25,25,0.076480195754151201 diff --git a/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_non_mandatory_tour_scheduling_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_non_mandatory_tour_scheduling_SLSQP_.csv index 349ccd95d2..e733c6608d 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_non_mandatory_tour_scheduling_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_scheduling_model_non_mandatory_tour_scheduling_SLSQP_.csv @@ -1,90 +1,90 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -coef_adjacent_window_exists_after_this_arrival_hour_first_tour_interaction,-0.12795390836606826,-0.025700000000000001,0,-25,25,0,-0.12795390836606826 -coef_adjacent_window_exists_after_this_arrival_hour_second_plus_tour_interaction,0.093953618800295624,-0.02734,0,-25,25,0,0.093953618800295624 -coef_adjacent_window_exists_before_this_departure_hour_first_tour_interaction,0.25374862846174484,0.0084419999999999999,0,-25,25,0,0.25374862846174484 -coef_adjacent_window_exists_before_this_departure_hour_second_plus_tour_interaction,-0.19834303389910271,-0.059299999999999999,0,-25,25,0,-0.19834303389910271 -coef_adult_with_children_in_hh_arrive_19_21,0.30942398582506869,0.33600000000000002,0,-25,25,0,0.30942398582506869 -coef_arrival_constants_am_peak,0.42338231194541198,-1.814822602,0,-25,25,0,0.42338231194541198 -coef_arrival_constants_early,2.9125415992060972,-0.051990748000000003,0,-25,25,0,2.9125415992060972 -coef_arrival_constants_evening,0,0,0,-25,25,1,0 -coef_arrival_constants_late,-1.1910368663347299,-0.86667131500000005,0,-25,25,0,-1.1910368663347299 -coef_arrival_constants_midday_1,1.4838084605550812,0.00037150099999999999,0,-25,25,0,1.4838084605550812 -coef_arrival_constants_midday_2,1.5740135366172114,0.53211603100000004,0,-25,25,0,1.5740135366172114 -coef_arrival_constants_pm_peak_1,1.4096316362715051,0.62848156700000002,0,-25,25,0,1.4096316362715051 -coef_arrival_constants_pm_peak_2,1.6015853090922501,0.65052141600000002,0,-25,25,0,1.6015853090922501 -coef_arrival_constants_pm_peak_3,1.1104118303036004,0.40289440599999998,0,-25,25,0,1.1104118303036004 -coef_arrival_constants_pm_peak_4,0.71897054480267941,0.154213293,0,-25,25,0,0.71897054480267941 -coef_departure_constants_am_peak_1,-0.46298108436506397,-0.65416357300000005,0,-25,25,0,-0.46298108436506397 -coef_departure_constants_am_peak_2,1.2593758274992846,0.554282571,0,-25,25,0,1.2593758274992846 -coef_departure_constants_am_peak_3,1.4967305972755718,1.0505610869999999,0,-25,25,0,1.4967305972755718 -coef_departure_constants_am_peak_4,1.5743607357021454,0.97156822799999998,0,-25,25,0,1.5743607357021454 -coef_departure_constants_early,-1.0295111494115279,-1.7401356610000001,0,-25,25,0,-1.0295111494115279 -coef_departure_constants_evening,-1.9057735658380073,-1.856475096,0,-25,25,0,-1.9057735658380073 -coef_departure_constants_late,-5.8630966842838257,-8.2288801409999994,0,-25,25,0,-5.8630966842838257 -coef_departure_constants_midday_1,1.4060318633333218,0.88199198599999995,0,-25,25,0,1.4060318633333218 -coef_departure_constants_midday_2,0.67297573507452191,0.411103634,0,-25,25,0,0.67297573507452191 -coef_departure_constants_pm_peak,0,0,0,-25,25,1,0 -coef_destination_in_cbd_duration_shift_effects,0.1161201042988334,0.1067,0,-25,25,0,0.1161201042988334 -coef_discretionary_tour_duration_lt_2_hours,-0.2639348382984561,-0.69740000000000002,0,-25,25,0,-0.2639348382984561 -coef_duration_constants_0_to_1_hours,0,0,0,-25,25,1,0 -coef_duration_constants_11_to_13_hours,-0.87732408480084789,-0.955635554,0,-25,25,0,-0.87732408480084789 -coef_duration_constants_14_to_18_hours,-2.8212978244929676,-1.042580879,0,-25,25,0,-2.8212978244929676 -coef_duration_constants_2_to_3_hours,0.43539369018467328,0.051385565000000001,0,-25,25,0,0.43539369018467328 -coef_duration_constants_4_to_5_hours,-0.22360076510836863,-0.59395132100000003,0,-25,25,0,-0.22360076510836863 -coef_duration_constants_6_to_7_hours,-0.58405912079172817,-0.95115532800000002,0,-25,25,0,-0.58405912079172817 -coef_duration_constants_8_to_10_hours,-0.52790593216985049,-0.828108399,0,-25,25,0,-0.52790593216985049 -coef_eat_out_tour_departure_shift_effects,0.10565687284340203,0.075490000000000002,0,-25,25,0,0.10565687284340203 -coef_escort_tour_arrival_constants_am_peak,0,0,0,-25,25,1,0 -coef_escort_tour_arrival_constants_early,0,0,0,-25,25,1,0 -coef_escort_tour_arrival_constants_evening,-0.87885259097970236,-0.53691872799999996,0,-25,25,0,-0.87885259097970236 -coef_escort_tour_arrival_constants_late,-1.2544150933448788,-1.008290213,0,-25,25,0,-1.2544150933448788 -coef_escort_tour_arrival_constants_midday_1,0,0,0,-25,25,1,0 -coef_escort_tour_arrival_constants_midday_2,0,0,0,-25,25,1,0 -coef_escort_tour_arrival_constants_pm_peak_1,0,0,0,-25,25,1,0 -coef_escort_tour_arrival_constants_pm_peak_2,0,0,0,-25,25,1,0 -coef_escort_tour_arrival_constants_pm_peak_3,0,0,0,-25,25,1,0 -coef_escort_tour_arrival_constants_pm_peak_4,0,0,0,-25,25,1,0 -coef_escort_tour_departure_constants_am_peak_1,0.70430916557367373,-1.1123577529999999,0,-25,25,0,0.70430916557367373 -coef_escort_tour_departure_constants_am_peak_2,2.276345350741189,0.69878818499999995,0,-25,25,0,2.276345350741189 -coef_escort_tour_departure_constants_am_peak_3,2.3008963449265081,1.1962688130000001,0,-25,25,0,2.3008963449265081 -coef_escort_tour_departure_constants_am_peak_4,0.49313656586014942,-0.22525822100000001,0,-25,25,0,0.49313656586014942 -coef_escort_tour_departure_constants_early,-0.49391001353581915,-1.7401356610000001,0,-25,25,0,-0.49391001353581915 -coef_escort_tour_departure_constants_evening,-4.8022685133416925,-3.9487328110000002,0,-25,25,0,-4.8022685133416925 -coef_escort_tour_departure_constants_late,-6.8574861910304179,-8.2288801409999994,0,-25,25,0,-6.8574861910304179 -coef_escort_tour_departure_constants_midday_1,0.7464465452279021,0.028662017000000001,0,-25,25,0,0.7464465452279021 -coef_escort_tour_departure_constants_midday_2,0,0,0,-25,25,1,0 -coef_escort_tour_departure_constants_pm_peak,-1.8233595967851086,-1.180140161,0,-25,25,0,-1.8233595967851086 -coef_escort_tour_duration_constants_0_to_1_hours,0,0,0,-25,25,1,0 -coef_escort_tour_duration_constants_11_to_13_hours,-6.3931476306146751,-2.9743649759999999,0,-25,25,0,-6.3931476306146751 -coef_escort_tour_duration_constants_14_to_18_hours,-9.4197927932485896,-2.5074471460000001,0,-25,25,0,-9.4197927932485896 -coef_escort_tour_duration_constants_2_to_3_hours,-2.5955922813145555,-2.0420138969999999,0,-25,25,0,-2.5955922813145555 -coef_escort_tour_duration_constants_4_to_5_hours,-3.5228888691144959,-2.880293896,0,-25,25,0,-3.5228888691144959 -coef_escort_tour_duration_constants_6_to_7_hours,-3.979277237854689,-2.9735337309999998,0,-25,25,0,-3.979277237854689 -coef_escort_tour_duration_constants_8_to_10_hours,-5.1583159232705968,-3.0202137580000001,0,-25,25,0,-5.1583159232705968 -coef_first_of_2_plus_tours_for_same_purpose_departure_shift_effect,-0.28520075435325948,-0.2364,0,-25,25,0,-0.28520075435325948 -coef_free_flow_round_trip_auto_time_shift_effects_duration,0.0049919355433122436,0.0047410000000000004,0,-25,25,0,0.0049919355433122436 -coef_maintenance_tour_depart_before_7,0.041996701210282046,-0.88260000000000005,0,-25,25,0,0.041996701210282046 -coef_maintenance_tour_departure_shift_effects,-0.036635545903427789,-0.1489,0,-25,25,0,-0.036635545903427789 -coef_maintenance_tour_duration_shift_effects,-0.1159437577045862,-0.083720000000000003,0,-25,25,0,-0.1159437577045862 -coef_number_of_escort_tours_departure_shift_effects,0.1152135976407198,0.020129999999999999,0,-25,25,0,0.1152135976407198 -coef_number_of_individual_non_mandatory_tours_excluding_escort_departure_shift_effects,0.10437475708930999,0.038960000000000002,0,-25,25,0,0.10437475708930999 -coef_number_of_joint_tours_departure_shift_effects,0.12192044424883711,0.052080000000000001,0,-25,25,0,0.12192044424883711 -coef_number_of_mandatory_tours_departure_shift_effects,0.17081676715336708,0.046730000000000001,0,-25,25,0,0.17081676715336708 -coef_ratio_of_individual_non_mandatory_tours_to_be_scheduled_to_number_of_unscheduled_hours,5.6436190430109816,-13.630000000000001,0,-25,25,0,5.6436190430109816 -coef_school_child_age_16_plus_departure_shift_effects,0.00028295279835436216,0.072660000000000002,0,-25,25,0,0.00028295279835436216 -coef_school_child_age_16_plus_duration_shift_effects,0.30612186264250524,0.20949999999999999,0,-25,25,0,0.30612186264250524 -coef_school_child_age_under_16_departure_shift_effects,0.11079613464663726,0.04657,0,-25,25,0,0.11079613464663726 -coef_school_child_age_under_16_duration_shift_effects,0.33821236944890215,0.32719999999999999,0,-25,25,0,0.33821236944890215 -coef_school_child_under_16_arrive_after_22,-0.40240965942253298,-1.1799999999999999,0,-25,25,0,-0.40240965942253298 -coef_shopping_tour_arrive_after_22,-2.5452262719424956,-0.60270000000000001,0,-25,25,0,-2.5452262719424956 -coef_shopping_tour_depart_before_8,-0.78710037865743798,-1.0369999999999999,0,-25,25,0,-0.78710037865743798 -coef_shopping_tour_departure_shift_effects,0.015067331790855299,-0.060150000000000002,0,-25,25,0,0.015067331790855299 -coef_shopping_tour_duration_lt_2_hours,0.94341972947847441,0.51680000000000004,0,-25,25,0,0.94341972947847441 -coef_shopping_tour_duration_shift_effects,-0.075331047793831374,-0.1208,0,-25,25,0,-0.075331047793831374 -coef_some_previously_scheduled_tour_begins_in_this_arrival_hour,-0.05438519391868582,-0.3992,0,-25,25,0,-0.05438519391868582 -coef_some_previously_scheduled_tour_ends_in_this_departure_hour,-0.34572651304702828,-0.45619999999999999,0,-25,25,0,-0.34572651304702828 -coef_subsequent_of_2_plus_tours_for_same_purpose_duration_shift_effect,-0.11510735547695737,-0.1731,0,-25,25,0,-0.11510735547695737 -coef_subsequent_tour_must_start_after_previous_tour_for_this_purpose_ends,-999,-999,0,-25,25,1,-999 -coef_university_student_arrive_after_22,-0.53729852771430953,0.54659999999999997,0,-25,25,0,-0.53729852771430953 -coef_visit_tour_departure_shift_effects,0.16959832172498893,0.096879999999999994,0,-25,25,0,0.16959832172498893 -coef_visit_tour_duration_shift_effects,0.15578338984481574,0.1638,0,-25,25,0,0.15578338984481574 +,value,initvalue,nullvalue,minimum,maximum,best +coef_adjacent_window_exists_after_this_arrival_hour_first_tour_interaction,-0.12795390836606826,-0.025700000000000001,0,-25,25,-0.12795390836606826 +coef_adjacent_window_exists_after_this_arrival_hour_second_plus_tour_interaction,0.093953618800295624,-0.02734,0,-25,25,0.093953618800295624 +coef_adjacent_window_exists_before_this_departure_hour_first_tour_interaction,0.25374862846174484,0.0084419999999999999,0,-25,25,0.25374862846174484 +coef_adjacent_window_exists_before_this_departure_hour_second_plus_tour_interaction,-0.19834303389910271,-0.059299999999999999,0,-25,25,-0.19834303389910271 +coef_adult_with_children_in_hh_arrive_19_21,0.30942398582506869,0.33600000000000002,0,-25,25,0.30942398582506869 +coef_arrival_constants_am_peak,0.42338231194541198,-1.814822602,0,-25,25,0.42338231194541198 +coef_arrival_constants_early,2.9125415992060972,-0.051990748000000003,0,-25,25,2.9125415992060972 +coef_arrival_constants_evening,0,0,0,0,0,0 +coef_arrival_constants_late,-1.1910368663347299,-0.86667131500000005,0,-25,25,-1.1910368663347299 +coef_arrival_constants_midday_1,1.4838084605550812,0.00037150099999999999,0,-25,25,1.4838084605550812 +coef_arrival_constants_midday_2,1.5740135366172114,0.53211603100000004,0,-25,25,1.5740135366172114 +coef_arrival_constants_pm_peak_1,1.4096316362715051,0.62848156700000002,0,-25,25,1.4096316362715051 +coef_arrival_constants_pm_peak_2,1.6015853090922501,0.65052141600000002,0,-25,25,1.6015853090922501 +coef_arrival_constants_pm_peak_3,1.1104118303036004,0.40289440599999998,0,-25,25,1.1104118303036004 +coef_arrival_constants_pm_peak_4,0.71897054480267941,0.154213293,0,-25,25,0.71897054480267941 +coef_departure_constants_am_peak_1,-0.46298108436506397,-0.65416357300000005,0,-25,25,-0.46298108436506397 +coef_departure_constants_am_peak_2,1.2593758274992846,0.554282571,0,-25,25,1.2593758274992846 +coef_departure_constants_am_peak_3,1.4967305972755718,1.0505610869999999,0,-25,25,1.4967305972755718 +coef_departure_constants_am_peak_4,1.5743607357021454,0.97156822799999998,0,-25,25,1.5743607357021454 +coef_departure_constants_early,-1.0295111494115279,-1.7401356610000001,0,-25,25,-1.0295111494115279 +coef_departure_constants_evening,-1.9057735658380073,-1.856475096,0,-25,25,-1.9057735658380073 +coef_departure_constants_late,-5.8630966842838257,-8.2288801409999994,0,-25,25,-5.8630966842838257 +coef_departure_constants_midday_1,1.4060318633333218,0.88199198599999995,0,-25,25,1.4060318633333218 +coef_departure_constants_midday_2,0.67297573507452191,0.411103634,0,-25,25,0.67297573507452191 +coef_departure_constants_pm_peak,0,0,0,0,0,0 +coef_destination_in_cbd_duration_shift_effects,0.1161201042988334,0.1067,0,-25,25,0.1161201042988334 +coef_discretionary_tour_duration_lt_2_hours,-0.2639348382984561,-0.69740000000000002,0,-25,25,-0.2639348382984561 +coef_duration_constants_0_to_1_hours,0,0,0,0,0,0 +coef_duration_constants_11_to_13_hours,-0.87732408480084789,-0.955635554,0,-25,25,-0.87732408480084789 +coef_duration_constants_14_to_18_hours,-2.8212978244929676,-1.042580879,0,-25,25,-2.8212978244929676 +coef_duration_constants_2_to_3_hours,0.43539369018467328,0.051385565000000001,0,-25,25,0.43539369018467328 +coef_duration_constants_4_to_5_hours,-0.22360076510836863,-0.59395132100000003,0,-25,25,-0.22360076510836863 +coef_duration_constants_6_to_7_hours,-0.58405912079172817,-0.95115532800000002,0,-25,25,-0.58405912079172817 +coef_duration_constants_8_to_10_hours,-0.52790593216985049,-0.828108399,0,-25,25,-0.52790593216985049 +coef_eat_out_tour_departure_shift_effects,0.10565687284340203,0.075490000000000002,0,-25,25,0.10565687284340203 +coef_escort_tour_arrival_constants_am_peak,0,0,0,0,0,0 +coef_escort_tour_arrival_constants_early,0,0,0,0,0,0 +coef_escort_tour_arrival_constants_evening,-0.87885259097970236,-0.53691872799999996,0,-25,25,-0.87885259097970236 +coef_escort_tour_arrival_constants_late,-1.2544150933448788,-1.008290213,0,-25,25,-1.2544150933448788 +coef_escort_tour_arrival_constants_midday_1,0,0,0,0,0,0 +coef_escort_tour_arrival_constants_midday_2,0,0,0,0,0,0 +coef_escort_tour_arrival_constants_pm_peak_1,0,0,0,0,0,0 +coef_escort_tour_arrival_constants_pm_peak_2,0,0,0,0,0,0 +coef_escort_tour_arrival_constants_pm_peak_3,0,0,0,0,0,0 +coef_escort_tour_arrival_constants_pm_peak_4,0,0,0,0,0,0 +coef_escort_tour_departure_constants_am_peak_1,0.70430916557367373,-1.1123577529999999,0,-25,25,0.70430916557367373 +coef_escort_tour_departure_constants_am_peak_2,2.276345350741189,0.69878818499999995,0,-25,25,2.276345350741189 +coef_escort_tour_departure_constants_am_peak_3,2.3008963449265081,1.1962688130000001,0,-25,25,2.3008963449265081 +coef_escort_tour_departure_constants_am_peak_4,0.49313656586014942,-0.22525822100000001,0,-25,25,0.49313656586014942 +coef_escort_tour_departure_constants_early,-0.49391001353581915,-1.7401356610000001,0,-25,25,-0.49391001353581915 +coef_escort_tour_departure_constants_evening,-4.8022685133416925,-3.9487328110000002,0,-25,25,-4.8022685133416925 +coef_escort_tour_departure_constants_late,-6.8574861910304179,-8.2288801409999994,0,-25,25,-6.8574861910304179 +coef_escort_tour_departure_constants_midday_1,0.7464465452279021,0.028662017000000001,0,-25,25,0.7464465452279021 +coef_escort_tour_departure_constants_midday_2,0,0,0,0,0,0 +coef_escort_tour_departure_constants_pm_peak,-1.8233595967851086,-1.180140161,0,-25,25,-1.8233595967851086 +coef_escort_tour_duration_constants_0_to_1_hours,0,0,0,0,0,0 +coef_escort_tour_duration_constants_11_to_13_hours,-6.3931476306146751,-2.9743649759999999,0,-25,25,-6.3931476306146751 +coef_escort_tour_duration_constants_14_to_18_hours,-9.4197927932485896,-2.5074471460000001,0,-25,25,-9.4197927932485896 +coef_escort_tour_duration_constants_2_to_3_hours,-2.5955922813145555,-2.0420138969999999,0,-25,25,-2.5955922813145555 +coef_escort_tour_duration_constants_4_to_5_hours,-3.5228888691144959,-2.880293896,0,-25,25,-3.5228888691144959 +coef_escort_tour_duration_constants_6_to_7_hours,-3.979277237854689,-2.9735337309999998,0,-25,25,-3.979277237854689 +coef_escort_tour_duration_constants_8_to_10_hours,-5.1583159232705968,-3.0202137580000001,0,-25,25,-5.1583159232705968 +coef_first_of_2_plus_tours_for_same_purpose_departure_shift_effect,-0.28520075435325948,-0.2364,0,-25,25,-0.28520075435325948 +coef_free_flow_round_trip_auto_time_shift_effects_duration,0.0049919355433122436,0.0047410000000000004,0,-25,25,0.0049919355433122436 +coef_maintenance_tour_depart_before_7,0.041996701210282046,-0.88260000000000005,0,-25,25,0.041996701210282046 +coef_maintenance_tour_departure_shift_effects,-0.036635545903427789,-0.1489,0,-25,25,-0.036635545903427789 +coef_maintenance_tour_duration_shift_effects,-0.1159437577045862,-0.083720000000000003,0,-25,25,-0.1159437577045862 +coef_number_of_escort_tours_departure_shift_effects,0.1152135976407198,0.020129999999999999,0,-25,25,0.1152135976407198 +coef_number_of_individual_non_mandatory_tours_excluding_escort_departure_shift_effects,0.10437475708930999,0.038960000000000002,0,-25,25,0.10437475708930999 +coef_number_of_joint_tours_departure_shift_effects,0.12192044424883711,0.052080000000000001,0,-25,25,0.12192044424883711 +coef_number_of_mandatory_tours_departure_shift_effects,0.17081676715336708,0.046730000000000001,0,-25,25,0.17081676715336708 +coef_ratio_of_individual_non_mandatory_tours_to_be_scheduled_to_number_of_unscheduled_hours,5.6436190430109816,-13.630000000000001,0,-25,25,5.6436190430109816 +coef_school_child_age_16_plus_departure_shift_effects,0.00028295279835436216,0.072660000000000002,0,-25,25,0.00028295279835436216 +coef_school_child_age_16_plus_duration_shift_effects,0.30612186264250524,0.20949999999999999,0,-25,25,0.30612186264250524 +coef_school_child_age_under_16_departure_shift_effects,0.11079613464663726,0.04657,0,-25,25,0.11079613464663726 +coef_school_child_age_under_16_duration_shift_effects,0.33821236944890215,0.32719999999999999,0,-25,25,0.33821236944890215 +coef_school_child_under_16_arrive_after_22,-0.40240965942253298,-1.1799999999999999,0,-25,25,-0.40240965942253298 +coef_shopping_tour_arrive_after_22,-2.5452262719424956,-0.60270000000000001,0,-25,25,-2.5452262719424956 +coef_shopping_tour_depart_before_8,-0.78710037865743798,-1.0369999999999999,0,-25,25,-0.78710037865743798 +coef_shopping_tour_departure_shift_effects,0.015067331790855299,-0.060150000000000002,0,-25,25,0.015067331790855299 +coef_shopping_tour_duration_lt_2_hours,0.94341972947847441,0.51680000000000004,0,-25,25,0.94341972947847441 +coef_shopping_tour_duration_shift_effects,-0.075331047793831374,-0.1208,0,-25,25,-0.075331047793831374 +coef_some_previously_scheduled_tour_begins_in_this_arrival_hour,-0.05438519391868582,-0.3992,0,-25,25,-0.05438519391868582 +coef_some_previously_scheduled_tour_ends_in_this_departure_hour,-0.34572651304702828,-0.45619999999999999,0,-25,25,-0.34572651304702828 +coef_subsequent_of_2_plus_tours_for_same_purpose_duration_shift_effect,-0.11510735547695737,-0.1731,0,-25,25,-0.11510735547695737 +coef_subsequent_tour_must_start_after_previous_tour_for_this_purpose_ends,-999,-999,0,-999,-999,-999 +coef_university_student_arrive_after_22,-0.53729852771430953,0.54659999999999997,0,-25,25,-0.53729852771430953 +coef_visit_tour_departure_shift_effects,0.16959832172498893,0.096879999999999994,0,-25,25,0.16959832172498893 +coef_visit_tour_duration_shift_effects,0.15578338984481574,0.1638,0,-25,25,0.15578338984481574 diff --git a/activitysim/estimation/test/test_larch_estimation/test_school_location.csv b/activitysim/estimation/test/test_larch_estimation/test_school_location.csv index 343a9bc16a..9149b65cb7 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_school_location.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_school_location.csv @@ -1,21 +1,21 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best --999,-999,-999,-999,-999,-999,1,-999 -1,1,1,1,1,1,1,1 -coef_grade_dist_0_1,-1.8248396880253401,-1.6418999999999999,0,,,0,-1.8248396880253401 -coef_grade_dist_15_up,-0.046000000000001234,-0.045999999999999999,0,,,0,-0.046000000000001234 -coef_grade_dist_5_15,-0.14466310751454003,-0.2031,0,,,0,-0.14466310751454003 -coef_high_dist_0_1,-2.1062110961879132,-0.95230000000000004,0,,,0,-2.1062110961879132 -coef_high_dist_15_up,-0.18820000000001572,-0.18820000000000001,0,,,0,-0.18820000000001572 -coef_high_dist_5_15,-0.10174651043074194,-0.193,0,,,0,-0.10174651043074194 -coef_high_grade_dist_1_2,-0.75185209981154155,-0.56999999999999995,0,,,0,-0.75185209981154155 -coef_high_grade_dist_2_5,-0.66711891762069675,-0.56999999999999995,0,,,0,-0.66711891762069675 -coef_mode_logsum,0.37224544718855651,0.53580000000000005,0,,,0,0.37224544718855651 -coef_univ_dist_0_1,-3.3117439487715679,-3.2450999999999999,0,,,0,-3.3117439487715679 -coef_univ_dist_15_up,-0.072999999999999926,-0.072999999999999995,0,,,0,-0.072999999999999926 -coef_univ_dist_1_2,-2.8782242847541641,-2.7010999999999998,0,,,0,-2.8782242847541641 -coef_univ_dist_2_5,-0.4560092022794448,-0.57069999999999999,0,,,0,-0.4560092022794448 -coef_univ_dist_5_15,-0.57255251025231479,-0.50019999999999998,0,,,0,-0.57255251025231479 -gradeschool_AGE0519,0,0,0,-6,6,1,0 -highschool_HSENROLL,0,0,0,-6,6,1,0 -university_COLLFTE,-0.52424864409813121,-0.52424864409813121,0,-6,6,1,-0.52424864409813121 -university_COLLPTE,-1.2088278738615228,-0.89648810457797545,0,-6,6,0,-1.2088278738615228 +,value,initvalue,nullvalue,minimum,maximum,best +-999,-999,-999,-999,-999,-999,-999 +1,1,1,1,1,1,1 +coef_grade_dist_0_1,-1.8247599716114487,-1.6418999999999999,0,-25,25,-1.8247599716114487 +coef_grade_dist_15_up,-0.045999999999986392,-0.045999999999999999,0,-25,25,-0.045999999999986392 +coef_grade_dist_5_15,-0.14366066473346295,-0.2031,0,-25,25,-0.14366066473346295 +coef_high_dist_0_1,-2.1639631787042557,-0.95230000000000004,0,-25,25,-2.1639631787042557 +coef_high_dist_15_up,-0.18819999999999787,-0.18820000000000001,0,-25,25,-0.18819999999999787 +coef_high_dist_5_15,-0.10033006353999419,-0.193,0,-25,25,-0.10033006353999419 +coef_high_grade_dist_1_2,-0.747678833666925,-0.56999999999999995,0,-25,25,-0.747678833666925 +coef_high_grade_dist_2_5,-0.66638388058588283,-0.56999999999999995,0,-25,25,-0.66638388058588283 +coef_mode_logsum,0.37505355574886973,0.53580000000000005,0,-25,25,0.37505355574886973 +coef_univ_dist_0_1,-3.3133821471324696,-3.2450999999999999,0,-25,25,-3.3133821471324696 +coef_univ_dist_15_up,-0.072999999999999995,-0.072999999999999995,0,-25,25,-0.072999999999999995 +coef_univ_dist_1_2,-2.8750960133089687,-2.7010999999999998,0,-25,25,-2.8750960133089687 +coef_univ_dist_2_5,-0.45559440871309681,-0.57069999999999999,0,-25,25,-0.45559440871309681 +coef_univ_dist_5_15,-0.5718644285076383,-0.50019999999999998,0,-25,25,-0.5718644285076383 +gradeschool_AGE0519,0,0,0,0,0,0 +highschool_HSENROLL,0,0,0,0,0,0 +university_COLLFTE,-0.52424864409813143,-0.52424864409813143,0,-0.52424864409813143,-0.52424864409813143,-0.52424864409813143 +university_COLLPTE,-1.2088722041237281,-0.89648810457797545,0,-6,6,-1.2088722041237281 diff --git a/activitysim/estimation/test/test_larch_estimation/test_school_location_loglike.csv b/activitysim/estimation/test/test_larch_estimation/test_school_location_loglike.csv index dbce019808..cf413cb0ad 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_school_location_loglike.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_school_location_loglike.csv @@ -1,2 +1,2 @@ ,loglike_prior,loglike_converge -0,-4070.9339910321751,-4058.7196200837452 +0,-4070.349038545839,-4058.2217953154559 diff --git a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_atwork_subtour_frequency_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_atwork_subtour_frequency_SLSQP_.csv index 58e28687f5..b05f6c9283 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_atwork_subtour_frequency_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_atwork_subtour_frequency_SLSQP_.csv @@ -1,111 +1,111 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -coefficient_at_work_sub_tour_asc_business1,1.4214067350243293,-0.53720000000000001,0,,,0,1.4214067350243293 -coefficient_at_work_sub_tour_asc_business2,-0.13077828005601908,-2.1337000000000002,0,,,0,-0.13077828005601908 -coefficient_at_work_sub_tour_asc_eat,5.8090555951563951,0.85760000000000003,0,,,0,5.8090555951563951 -coefficient_at_work_sub_tour_asc_eat_business,-23.415362795405549,-0.97209999999999996,0,,,0,-23.415362795405549 -coefficient_at_work_sub_tour_asc_maint,12.910478745281852,-0.61980000000000002,0,,,0,12.910478745281852 -coefficient_auto_accessibility_to_retail_for_work_taz_business1,-0.23508317294225362,0.053400000000000003,0,,,0,-0.23508317294225362 -coefficient_auto_accessibility_to_retail_for_work_taz_business2,2.9511343297086214,0.1067,0,,,0,2.9511343297086214 -coefficient_auto_accessibility_to_retail_for_work_taz_eat,-0.76104808162136761,0.014999999999999999,0,,,0,-0.76104808162136761 -coefficient_auto_accessibility_to_retail_for_work_taz_eat_business,1.5155481410632312,0.0683,0,,,0,1.5155481410632312 -coefficient_auto_accessibility_to_retail_for_work_taz_maint,-3.2006512162104608,0.026499999999999999,0,,,0,-3.2006512162104608 -coefficient_dummy_for_drive_alone_mode_for_work_tour_business1,3.9438019259919983,0.99009999999999998,0,,,0,3.9438019259919983 -coefficient_dummy_for_drive_alone_mode_for_work_tour_business2,-7.2851214067663665,1.9802,0,,,0,-7.2851214067663665 -coefficient_dummy_for_drive_alone_mode_for_work_tour_eat,3.2162401709927511,0.48039999999999999,0,,,0,3.2162401709927511 -coefficient_dummy_for_drive_alone_mode_for_work_tour_eat_business,2.3334826787159697,1.4704999999999999,0,,,0,2.3334826787159697 -coefficient_dummy_for_drive_alone_mode_for_work_tour_maint,3.8657966310672935,1.153,0,,,0,3.8657966310672935 -coefficient_dummy_for_full_time_worker_business1,-11.365292525008684,-7.375,0,,,0,-11.365292525008684 -coefficient_dummy_for_full_time_worker_business2,-13.833915099981823,-14.279999999999999,0,,,0,-13.833915099981823 -coefficient_dummy_for_full_time_worker_eat,-9.5459156461269981,-7.2800000000000002,0,,,0,-9.5459156461269981 -coefficient_dummy_for_full_time_worker_eat_business,-11.192172361111171,-14.789999999999999,0,,,0,-11.192172361111171 -coefficient_dummy_for_full_time_worker_maint,-5.8807043677707505,-8.093,0,,,0,-5.8807043677707505 -coefficient_dummy_for_non_full_time_worker_business1,-2.370100739967798,-8.3190000000000008,0,,,0,-2.370100739967798 -coefficient_dummy_for_non_full_time_worker_business2,-12.723163180073763,-14.279999999999999,0,,,0,-12.723163180073763 -coefficient_dummy_for_non_full_time_worker_eat,-1.3866287587177273,-8.6039999999999992,0,,,0,-1.3866287587177273 -coefficient_dummy_for_non_full_time_worker_eat_business,-40.831090434294346,-14.789999999999999,0,,,0,-40.831090434294346 -coefficient_dummy_for_non_full_time_worker_maint,3.1039831130538871,-8.2140000000000004,0,,,0,3.1039831130538871 -coefficient_dummy_for_non_workers_business1,-5,-5,0,,,1,-5 -coefficient_dummy_for_non_workers_business2,-5,-5,0,,,1,-5 -coefficient_dummy_for_non_workers_eat,0,0,0,,,1,0 -coefficient_dummy_for_non_workers_eat_business,-5,-5,0,,,1,-5 -coefficient_dummy_for_non_workers_maint,-5,-5,0,,,1,-5 -coefficient_dummy_for_worker_or_student_with_non_mandatory_tour_business1,0,0,0,,,1,0 -coefficient_dummy_for_worker_or_student_with_non_mandatory_tour_business2,0,0,0,,,1,0 -coefficient_dummy_for_worker_or_student_with_non_mandatory_tour_eat,0,0,0,,,1,0 -coefficient_dummy_for_worker_or_student_with_non_mandatory_tour_eat_business,0,0,0,,,1,0 -coefficient_dummy_for_worker_or_student_with_non_mandatory_tour_maint,-0.44654348953850248,-0.35730000000000001,0,,,0,-0.44654348953850248 -coefficient_high_hh_income_dummy_business1,-5.6994841929019033,1.0660000000000001,0,,,0,-5.6994841929019033 -coefficient_high_hh_income_dummy_business2,18.177577183903537,2.1320000000000001,0,,,0,18.177577183903537 -coefficient_high_hh_income_dummy_eat,-5.3601382793858638,0.86929999999999996,0,,,0,-5.3601382793858638 -coefficient_high_hh_income_dummy_eat_business,5.9493475510970155,1.9353,0,,,0,5.9493475510970155 -coefficient_high_hh_income_dummy_maint,-6.8996022627107889,0.1651,0,,,0,-6.8996022627107889 -coefficient_individual_discretionary_tours_made_by_full_time_worker_business1,-1.4238670047506405,0.70450000000000002,0,,,0,-1.4238670047506405 -coefficient_individual_discretionary_tours_made_by_full_time_worker_business2,19.49724656366471,1.409,0,,,0,19.49724656366471 -coefficient_individual_discretionary_tours_made_by_full_time_worker_eat,-1.4579801292676544,0.2334,0,,,0,-1.4579801292676544 -coefficient_individual_discretionary_tours_made_by_full_time_worker_eat_business,-11.112940251955656,0.93789999999999996,0,,,0,-11.112940251955656 -coefficient_individual_discretionary_tours_made_by_full_time_worker_maint,-1.7115591776911632,0.50609999999999999,0,,,0,-1.7115591776911632 -coefficient_individual_discretionary_tours_made_by_part_time_worker_business1,1.701675130212519,0.70450000000000002,0,,,0,1.701675130212519 -coefficient_individual_discretionary_tours_made_by_part_time_worker_business2,1.5313378003125715,1.409,0,,,0,1.5313378003125715 -coefficient_individual_discretionary_tours_made_by_part_time_worker_eat,0.98156491497350462,0.67759999999999998,0,,,0,0.98156491497350462 -coefficient_individual_discretionary_tours_made_by_part_time_worker_eat_business,0.21527442755104276,1.3821000000000001,0,,,0,0.21527442755104276 -coefficient_individual_discretionary_tours_made_by_part_time_worker_maint,0.24944772695028045,0.50609999999999999,0,,,0,0.24944772695028045 -coefficient_individual_eating_out_tours_made_by_person_business1,0.42490813025177226,0.54339999999999999,0,,,0,0.42490813025177226 -coefficient_individual_eating_out_tours_made_by_person_business2,16.884217745273261,1.0868,0,,,0,16.884217745273261 -coefficient_individual_eating_out_tours_made_by_person_eat,-0.21103851225450276,0.54910000000000003,0,,,0,-0.21103851225450276 -coefficient_individual_eating_out_tours_made_by_person_eat_business,-13.75748661739043,1.0925,0,,,0,-13.75748661739043 -coefficient_individual_eating_out_tours_made_by_person_maint,0.84779925411931578,0.91659999999999997,0,,,0,0.84779925411931578 -coefficient_log_of_the_work_tour_duration_business1,10.797429481479492,1.1419999999999999,0,,,0,10.797429481479492 -coefficient_log_of_the_work_tour_duration_business2,-41.041125724677208,2.2839999999999998,0,,,0,-41.041125724677208 -coefficient_log_of_the_work_tour_duration_eat,9.9120715147866516,1.55,0,,,0,9.9120715147866516 -coefficient_log_of_the_work_tour_duration_eat_business,19.216015856326855,2.6920000000000002,0,,,0,19.216015856326855 -coefficient_log_of_the_work_tour_duration_maint,10.44260887208708,1.659,0,,,0,10.44260887208708 -coefficient_main_shop_escort_tours_allocated_to_full_time_worker_business1,5.2452000791589528,-0.1903,0,,,0,5.2452000791589528 -coefficient_main_shop_escort_tours_allocated_to_full_time_worker_business2,-5.9574087587700948,-0.38059999999999999,0,,,0,-5.9574087587700948 -coefficient_main_shop_escort_tours_allocated_to_full_time_worker_eat,5.7343390292473586,0.051999999999999998,0,,,0,5.7343390292473586 -coefficient_main_shop_escort_tours_allocated_to_full_time_worker_eat_business,-11.365550013142888,-0.24229999999999999,0,,,0,-11.365550013142888 -coefficient_main_shop_escort_tours_allocated_to_full_time_worker_maint,5.7268196635064976,0.14460000000000001,0,,,0,5.7268196635064976 -coefficient_main_shop_escort_tours_allocated_to_part_time_worker_business1,-14.379201016641218,-0.1903,0,,,0,-14.379201016641218 -coefficient_main_shop_escort_tours_allocated_to_part_time_worker_business2,0.18243733871718926,-0.38059999999999999,0,,,0,0.18243733871718926 -coefficient_main_shop_escort_tours_allocated_to_part_time_worker_eat,6.6450868976395929,-0.30990000000000001,0,,,0,6.6450868976395929 -coefficient_main_shop_escort_tours_allocated_to_part_time_worker_eat_business,-0.49226075465222946,-0.50019999999999998,0,,,0,-0.49226075465222946 -coefficient_main_shop_escort_tours_allocated_to_part_time_worker_maint,6.3906375349367623,-0.27229999999999999,0,,,0,6.3906375349367623 -coefficient_medium_hh_income_dummy_business1,-3.2862928778985538,0.55549999999999999,0,,,0,-3.2862928778985538 -coefficient_medium_hh_income_dummy_business2,2.0060700991887797,1.111,0,,,0,2.0060700991887797 -coefficient_medium_hh_income_dummy_eat,-2.5300970740283439,0.60999999999999999,0,,,0,-2.5300970740283439 -coefficient_medium_hh_income_dummy_eat_business,10.500984846661387,1.1655,0,,,0,10.500984846661387 -coefficient_medium_hh_income_dummy_maint,-3.0959649939229577,0.1527,0,,,0,-3.0959649939229577 -coefficient_participation_in_joint_discretionary_tours_business1,0.88783281115553248,-0.26369999999999999,0,,,0,0.88783281115553248 -coefficient_participation_in_joint_discretionary_tours_business2,-0.41998354428484408,-0.52739999999999998,0,,,0,-0.41998354428484408 -coefficient_participation_in_joint_discretionary_tours_eat,-0.24481745236255459,0.35880000000000001,0,,,0,-0.24481745236255459 -coefficient_participation_in_joint_discretionary_tours_eat_business,-2.7238759731161499,0.095100000000000004,0,,,0,-2.7238759731161499 -coefficient_participation_in_joint_discretionary_tours_maint,2.7458441586079712,0.58220000000000005,0,,,0,2.7458441586079712 -coefficient_participation_in_joint_shop_main_eat_tours_business1,3.5611550024970451,0.083000000000000004,0,,,0,3.5611550024970451 -coefficient_participation_in_joint_shop_main_eat_tours_business2,-0.2800502020114517,0.16600000000000001,0,,,0,-0.2800502020114517 -coefficient_participation_in_joint_shop_main_eat_tours_eat,1.9886365101290309,0.24579999999999999,0,,,0,1.9886365101290309 -coefficient_participation_in_joint_shop_main_eat_tours_eat_business,-6.5451733218298385,0.32879999999999998,0,,,0,-6.5451733218298385 -coefficient_participation_in_joint_shop_main_eat_tours_maint,2.1793320112151733,0.080299999999999996,0,,,0,2.1793320112151733 -coefficient_two_work_tours_by_person_business1,3.6940234362858351,0.37530000000000002,0,,,0,3.6940234362858351 -coefficient_two_work_tours_by_person_business2,-4.104682930868405,0.75060000000000004,0,,,0,-4.104682930868405 -coefficient_two_work_tours_by_person_eat,1.9272363994420589,-0.98619999999999997,0,,,0,1.9272363994420589 -coefficient_two_work_tours_by_person_eat_business,-5.4249742684690752,-0.6109,0,,,0,-5.4249742684690752 -coefficient_two_work_tours_by_person_maint,3.2059973636095105,-0.23119999999999999,0,,,0,3.2059973636095105 -coefficient_walk_accessibility_to_retail_for_work_taz_business1,0,0,0,,,1,0 -coefficient_walk_accessibility_to_retail_for_work_taz_business2,0,0,0,,,1,0 -coefficient_walk_accessibility_to_retail_for_work_taz_eat,0.053293787872422518,0.059999999999999998,0,,,0,0.053293787872422518 -coefficient_walk_accessibility_to_retail_for_work_taz_eat_business,-0.46901652989343573,0.059999999999999998,0,,,0,-0.46901652989343573 -coefficient_walk_accessibility_to_retail_for_work_taz_maint,0.39304907719109605,0.040000000000000001,0,,,0,0.39304907719109605 -coefficient_workplace_suburban_area_dummy_business1,-0.11020000000000001,-0.11020000000000001,0,,,0,-0.11020000000000001 -coefficient_workplace_suburban_area_dummy_business2,-0.22040000000000001,-0.22040000000000001,0,,,0,-0.22040000000000001 -coefficient_workplace_suburban_area_dummy_eat,-0.29160000000000003,-0.29160000000000003,0,,,0,-0.29160000000000003 -coefficient_workplace_suburban_area_dummy_eat_business,-0.40179999999999999,-0.40179999999999999,0,,,0,-0.40179999999999999 -coefficient_workplace_suburban_area_dummy_maint,0,0,0,,,1,0 -coefficient_workplace_urban_area_dummy_business1,1.7351067350247644,-0.2235,0,,,0,1.7351067350247644 -coefficient_workplace_urban_area_dummy_business2,1.5559217199444473,-0.44700000000000001,0,,,0,1.5559217199444473 -coefficient_workplace_urban_area_dummy_eat,4.5332555951567901,-0.41820000000000002,0,,,0,4.5332555951567901 -coefficient_workplace_urban_area_dummy_eat_business,-23.084962795405552,-0.64170000000000005,0,,,0,-23.084962795405552 -coefficient_workplace_urban_area_dummy_maint,13.382378745282152,-0.1479,0,,,0,13.382378745282152 -coefficient_zero_cars_owned_by_hh_dummy_business1,-0.52687591481739682,-0.33910000000000001,0,,,0,-0.52687591481739682 -coefficient_zero_cars_owned_by_hh_dummy_business2,0,0,0,,,1,0 -coefficient_zero_cars_owned_by_hh_dummy_eat,0,0,0,,,1,0 -coefficient_zero_cars_owned_by_hh_dummy_eat_business,-19.116288047054123,-0.33910000000000001,0,,,0,-19.116288047054123 -coefficient_zero_cars_owned_by_hh_dummy_maint,0.55934970282555863,0.1762,0,,,0,0.55934970282555863 +,value,initvalue,nullvalue,minimum,maximum,best +coefficient_at_work_sub_tour_asc_business1,1.4214079856419304,-0.53720000000000001,0,,,1.4214079856419304 +coefficient_at_work_sub_tour_asc_business2,-0.13077793218906725,-2.1337000000000002,0,,,-0.13077793218906725 +coefficient_at_work_sub_tour_asc_eat,5.8090564007216319,0.85760000000000003,0,,,5.8090564007216319 +coefficient_at_work_sub_tour_asc_eat_business,-23.415365723862234,-0.97209999999999996,0,,,-23.415365723862234 +coefficient_at_work_sub_tour_asc_maint,12.910479269683176,-0.61980000000000002,0,,,12.910479269683176 +coefficient_auto_accessibility_to_retail_for_work_taz_business1,-0.23508337555533637,0.053400000000000003,0,,,-0.23508337555533637 +coefficient_auto_accessibility_to_retail_for_work_taz_business2,2.9511349220652563,0.1067,0,,,2.9511349220652563 +coefficient_auto_accessibility_to_retail_for_work_taz_eat,-0.7610481619548336,0.014999999999999999,0,,,-0.7610481619548336 +coefficient_auto_accessibility_to_retail_for_work_taz_eat_business,1.5155478484531482,0.0683,0,,,1.5155478484531482 +coefficient_auto_accessibility_to_retail_for_work_taz_maint,-3.2006512330401198,0.026499999999999999,0,,,-3.2006512330401198 +coefficient_dummy_for_drive_alone_mode_for_work_tour_business1,3.9438022928732326,0.99009999999999998,0,,,3.9438022928732326 +coefficient_dummy_for_drive_alone_mode_for_work_tour_business2,-7.2851228526180369,1.9802,0,,,-7.2851228526180369 +coefficient_dummy_for_drive_alone_mode_for_work_tour_eat,3.2162405355786916,0.48039999999999999,0,,,3.2162405355786916 +coefficient_dummy_for_drive_alone_mode_for_work_tour_eat_business,2.3334830273468778,1.4704999999999999,0,,,2.3334830273468778 +coefficient_dummy_for_drive_alone_mode_for_work_tour_maint,3.8657969968183186,1.153,0,,,3.8657969968183186 +coefficient_dummy_for_full_time_worker_business1,-11.365293683630657,-7.375,0,,,-11.365293683630657 +coefficient_dummy_for_full_time_worker_business2,-13.833915024299738,-14.279999999999999,0,,,-13.833915024299738 +coefficient_dummy_for_full_time_worker_eat,-9.545917028191262,-7.2800000000000002,0,,,-9.545917028191262 +coefficient_dummy_for_full_time_worker_eat_business,-11.192168369499433,-14.789999999999999,0,,,-11.192168369499433 +coefficient_dummy_for_full_time_worker_maint,-5.8807058943821362,-8.093,0,,,-5.8807058943821362 +coefficient_dummy_for_non_full_time_worker_business1,-2.3700983307274996,-8.3190000000000008,0,,,-2.3700983307274996 +coefficient_dummy_for_non_full_time_worker_business2,-12.723162907889261,-14.279999999999999,0,,,-12.723162907889261 +coefficient_dummy_for_non_full_time_worker_eat,-1.3866265710866461,-8.6039999999999992,0,,,-1.3866265710866461 +coefficient_dummy_for_non_full_time_worker_eat_business,-40.831097354363017,-14.789999999999999,0,,,-40.831097354363017 +coefficient_dummy_for_non_full_time_worker_maint,3.1039851640661054,-8.2140000000000004,0,,,3.1039851640661054 +coefficient_dummy_for_non_workers_business1,-5,-5,0,-5,-5,-5 +coefficient_dummy_for_non_workers_business2,-5,-5,0,-5,-5,-5 +coefficient_dummy_for_non_workers_eat,0,0,0,0,0,0 +coefficient_dummy_for_non_workers_eat_business,-5,-5,0,-5,-5,-5 +coefficient_dummy_for_non_workers_maint,-5,-5,0,-5,-5,-5 +coefficient_dummy_for_worker_or_student_with_non_mandatory_tour_business1,0,0,0,0,0,0 +coefficient_dummy_for_worker_or_student_with_non_mandatory_tour_business2,0,0,0,0,0,0 +coefficient_dummy_for_worker_or_student_with_non_mandatory_tour_eat,0,0,0,0,0,0 +coefficient_dummy_for_worker_or_student_with_non_mandatory_tour_eat_business,0,0,0,0,0,0 +coefficient_dummy_for_worker_or_student_with_non_mandatory_tour_maint,-0.44654348916818676,-0.35730000000000001,0,,,-0.44654348916818676 +coefficient_high_hh_income_dummy_business1,-5.6994858911518085,1.0660000000000001,0,,,-5.6994858911518085 +coefficient_high_hh_income_dummy_business2,18.177579828448355,2.1320000000000001,0,,,18.177579828448355 +coefficient_high_hh_income_dummy_eat,-5.3601399728515835,0.86929999999999996,0,,,-5.3601399728515835 +coefficient_high_hh_income_dummy_eat_business,5.9493499938492986,1.9353,0,,,5.9493499938492986 +coefficient_high_hh_income_dummy_maint,-6.8996039582959119,0.1651,0,,,-6.8996039582959119 +coefficient_individual_discretionary_tours_made_by_full_time_worker_business1,-1.4238674423340238,0.70450000000000002,0,,,-1.4238674423340238 +coefficient_individual_discretionary_tours_made_by_full_time_worker_business2,19.497249614698436,1.409,0,,,19.497249614698436 +coefficient_individual_discretionary_tours_made_by_full_time_worker_eat,-1.4579805637692655,0.2334,0,,,-1.4579805637692655 +coefficient_individual_discretionary_tours_made_by_full_time_worker_eat_business,-11.112941997302819,0.93789999999999996,0,,,-11.112941997302819 +coefficient_individual_discretionary_tours_made_by_full_time_worker_maint,-1.7115596112922862,0.50609999999999999,0,,,-1.7115596112922862 +coefficient_individual_discretionary_tours_made_by_part_time_worker_business1,1.7016751707114186,0.70450000000000002,0,,,1.7016751707114186 +coefficient_individual_discretionary_tours_made_by_part_time_worker_business2,1.5313378193861862,1.409,0,,,1.5313378193861862 +coefficient_individual_discretionary_tours_made_by_part_time_worker_eat,0.98156496358878631,0.67759999999999998,0,,,0.98156496358878631 +coefficient_individual_discretionary_tours_made_by_part_time_worker_eat_business,0.21527427337992269,1.3821000000000001,0,,,0.21527427337992269 +coefficient_individual_discretionary_tours_made_by_part_time_worker_maint,0.24944777293344775,0.50609999999999999,0,,,0.24944777293344775 +coefficient_individual_eating_out_tours_made_by_person_business1,0.42490805390828246,0.54339999999999999,0,,,0.42490805390828246 +coefficient_individual_eating_out_tours_made_by_person_business2,16.88422034232115,1.0868,0,,,16.88422034232115 +coefficient_individual_eating_out_tours_made_by_person_eat,-0.21103858651833801,0.54910000000000003,0,,,-0.21103858651833801 +coefficient_individual_eating_out_tours_made_by_person_eat_business,-13.757488989198457,1.0925,0,,,-13.757488989198457 +coefficient_individual_eating_out_tours_made_by_person_maint,0.84779917948707073,0.91659999999999997,0,,,0.84779917948707073 +coefficient_log_of_the_work_tour_duration_business1,10.797431417603184,1.1419999999999999,0,,,10.797431417603184 +coefficient_log_of_the_work_tour_duration_business2,-41.041133510722389,2.2839999999999998,0,,,-41.041133510722389 +coefficient_log_of_the_work_tour_duration_eat,9.912073454627409,1.55,0,,,9.912073454627409 +coefficient_log_of_the_work_tour_duration_eat_business,19.216017820975473,2.6920000000000002,0,,,19.216017820975473 +coefficient_log_of_the_work_tour_duration_maint,10.442610817511719,1.659,0,,,10.442610817511719 +coefficient_main_shop_escort_tours_allocated_to_full_time_worker_business1,5.2452009890599847,-0.1903,0,,,5.2452009890599847 +coefficient_main_shop_escort_tours_allocated_to_full_time_worker_business2,-5.9574096875877984,-0.38059999999999999,0,,,-5.9574096875877984 +coefficient_main_shop_escort_tours_allocated_to_full_time_worker_eat,5.7343399360868084,0.051999999999999998,0,,,5.7343399360868084 +coefficient_main_shop_escort_tours_allocated_to_full_time_worker_eat_business,-11.365551805409792,-0.24229999999999999,0,,,-11.365551805409792 +coefficient_main_shop_escort_tours_allocated_to_full_time_worker_maint,5.726820567850968,0.14460000000000001,0,,,5.726820567850968 +coefficient_main_shop_escort_tours_allocated_to_part_time_worker_business1,-14.379203352289357,-0.1903,0,,,-14.379203352289357 +coefficient_main_shop_escort_tours_allocated_to_part_time_worker_business2,0.18243743982694705,-0.38059999999999999,0,,,0.18243743982694705 +coefficient_main_shop_escort_tours_allocated_to_part_time_worker_eat,6.6450879837969055,-0.30990000000000001,0,,,6.6450879837969055 +coefficient_main_shop_escort_tours_allocated_to_part_time_worker_eat_business,-0.49226068812509693,-0.50019999999999998,0,,,-0.49226068812509693 +coefficient_main_shop_escort_tours_allocated_to_part_time_worker_maint,6.3906386167906994,-0.27229999999999999,0,,,6.3906386167906994 +coefficient_medium_hh_income_dummy_business1,-3.2862939594211058,0.55549999999999999,0,,,-3.2862939594211058 +coefficient_medium_hh_income_dummy_business2,2.0060702575802463,1.111,0,,,2.0060702575802463 +coefficient_medium_hh_income_dummy_eat,-2.5300981505732136,0.60999999999999999,0,,,-2.5300981505732136 +coefficient_medium_hh_income_dummy_eat_business,10.500987924287303,1.1655,0,,,10.500987924287303 +coefficient_medium_hh_income_dummy_maint,-3.0959660718740842,0.1527,0,,,-3.0959660718740842 +coefficient_participation_in_joint_discretionary_tours_business1,0.88783303805250202,-0.26369999999999999,0,,,0.88783303805250202 +coefficient_participation_in_joint_discretionary_tours_business2,-0.41998352565813962,-0.52739999999999998,0,,,-0.41998352565813962 +coefficient_participation_in_joint_discretionary_tours_eat,-0.24481723660555421,0.35880000000000001,0,,,-0.24481723660555421 +coefficient_participation_in_joint_discretionary_tours_eat_business,-2.7238766448704519,0.095100000000000004,0,,,-2.7238766448704519 +coefficient_participation_in_joint_discretionary_tours_maint,2.7458443690817487,0.58220000000000005,0,,,2.7458443690817487 +coefficient_participation_in_joint_shop_main_eat_tours_business1,3.5611554115337705,0.083000000000000004,0,,,3.5611554115337705 +coefficient_participation_in_joint_shop_main_eat_tours_business2,-0.28005028801856696,0.16600000000000001,0,,,-0.28005028801856696 +coefficient_participation_in_joint_shop_main_eat_tours_eat,1.988636928413654,0.24579999999999999,0,,,1.988636928413654 +coefficient_participation_in_joint_shop_main_eat_tours_eat_business,-6.5451744879809857,0.32879999999999998,0,,,-6.5451744879809857 +coefficient_participation_in_joint_shop_main_eat_tours_maint,2.1793324360516571,0.080299999999999996,0,,,2.1793324360516571 +coefficient_two_work_tours_by_person_business1,3.6940239753295181,0.37530000000000002,0,,,3.6940239753295181 +coefficient_two_work_tours_by_person_business2,-4.1046837844384205,0.75060000000000004,0,,,-4.1046837844384205 +coefficient_two_work_tours_by_person_eat,1.927236938048462,-0.98619999999999997,0,,,1.927236938048462 +coefficient_two_work_tours_by_person_eat_business,-5.4249750305237576,-0.6109,0,,,-5.4249750305237576 +coefficient_two_work_tours_by_person_maint,3.2059979015841251,-0.23119999999999999,0,,,3.2059979015841251 +coefficient_walk_accessibility_to_retail_for_work_taz_business1,0,0,0,0,0,0 +coefficient_walk_accessibility_to_retail_for_work_taz_business2,0,0,0,0,0,0 +coefficient_walk_accessibility_to_retail_for_work_taz_eat,0.053293769108333916,0.059999999999999998,0,,,0.053293769108333916 +coefficient_walk_accessibility_to_retail_for_work_taz_eat_business,-0.46901654329224335,0.059999999999999998,0,,,-0.46901654329224335 +coefficient_walk_accessibility_to_retail_for_work_taz_maint,0.39304906249970034,0.040000000000000001,0,,,0.39304906249970034 +coefficient_workplace_suburban_area_dummy_business1,-0.11020000000000001,-0.11020000000000001,0,,,-0.11020000000000001 +coefficient_workplace_suburban_area_dummy_business2,-0.22040000000000001,-0.22040000000000001,0,,,-0.22040000000000001 +coefficient_workplace_suburban_area_dummy_eat,-0.29160000000000003,-0.29160000000000003,0,,,-0.29160000000000003 +coefficient_workplace_suburban_area_dummy_eat_business,-0.40179999999999999,-0.40179999999999999,0,,,-0.40179999999999999 +coefficient_workplace_suburban_area_dummy_maint,0,0,0,0,0,0 +coefficient_workplace_urban_area_dummy_business1,1.7351079856418732,-0.2235,0,,,1.7351079856418732 +coefficient_workplace_urban_area_dummy_business2,1.5559220678109973,-0.44700000000000001,0,,,1.5559220678109973 +coefficient_workplace_urban_area_dummy_eat,4.5332564007214371,-0.41820000000000002,0,,,4.5332564007214371 +coefficient_workplace_urban_area_dummy_eat_business,-23.084965723862449,-0.64170000000000005,0,,,-23.084965723862449 +coefficient_workplace_urban_area_dummy_maint,13.382379269683053,-0.1479,0,,,13.382379269683053 +coefficient_zero_cars_owned_by_hh_dummy_business1,-0.5268759138584419,-0.33910000000000001,0,,,-0.5268759138584419 +coefficient_zero_cars_owned_by_hh_dummy_business2,0,0,0,0,0,0 +coefficient_zero_cars_owned_by_hh_dummy_eat,0,0,0,0,0,0 +coefficient_zero_cars_owned_by_hh_dummy_eat_business,-19.11629098153702,-0.33910000000000001,0,,,-19.11629098153702 +coefficient_zero_cars_owned_by_hh_dummy_maint,0.55934969853310723,0.1762,0,,,0.55934969853310723 diff --git a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_auto_ownership_BHHH_.csv b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_auto_ownership_BHHH_.csv index a7834216b9..36f7acad3f 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_auto_ownership_BHHH_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_auto_ownership_BHHH_.csv @@ -1,67 +1,67 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -coef_cars1_asc,4.7447109163903125,1.1865000000000001,0,,,0,4.7447109163903125 -coef_cars1_asc_county,-0.56599969240093095,-0.56599999999999995,0,,,0,-0.56599969240093095 -coef_cars1_asc_marin,-0.2433964128784078,-0.24340000000000001,0,,,0,-0.2433964128784078 -coef_cars1_asc_san_francisco,3.9841110218256452,0.4259,0,,,0,3.9841110218256452 -coef_cars1_auto_time_saving_per_worker,-0.039384078324879404,0.47070000000000001,0,,,0,-0.039384078324879404 -coef_cars1_density_0_10_no_workers,0,0,0,,,1,0 -coef_cars1_density_10_up_no_workers,-0.0069296246719587245,-0.0152,0,,,0,-0.0069296246719587245 -coef_cars1_density_10_up_workers,-0.016448258942248651,-0.0152,0,,,0,-0.016448258942248651 -coef_cars1_drivers_2,0,0,0,,,1,0 -coef_cars1_drivers_3,0,0,0,,,1,0 -coef_cars1_drivers_4_up,2.0455449840288442,2.0106999999999999,0,,,0,2.0455449840288442 -coef_cars1_hh_income_0_30k,0.028563595991199797,0.038300000000000001,0,,,0,0.028563595991199797 -coef_cars1_hh_income_30_up,0,0,0,,,1,0 -coef_cars1_num_workers_clip_3,0,0,0,,,1,0 -coef_cars1_persons_16_17,0,0,0,,,1,0 -coef_cars1_persons_18_24,-0.4481447631532639,-0.40870000000000001,0,,,0,-0.4481447631532639 -coef_cars1_persons_25_34,0,0,0,,,1,0 -coef_cars1_presence_children_0_4,0.48632102567288332,0.3669,0,,,0,0.48632102567288332 -coef_cars1_presence_children_5_17,-0.23426619137970101,0.015800000000000002,0,,,0,-0.23426619137970101 -coef_cars234_asc_marin,0,0,0,,,1,0 -coef_cars234_presence_children_0_4,0.59011276731173823,0.76270000000000004,0,,,0,0.59011276731173823 -coef_cars2_asc,2.4667633232945154,-1.0846,0,,,0,2.4667633232945154 -coef_cars2_asc_county,-0.44290000257976536,-0.44290000000000002,0,,,0,-0.44290000257976536 -coef_cars2_asc_san_francisco,4.0196633081601068,0.46829999999999999,0,,,0,4.0196633081601068 -coef_cars2_auto_time_saving_per_worker,0.010606177232948459,0.61419999999999997,0,,,0,0.010606177232948459 -coef_cars2_density_0_10_no_workers,-0.18942259414392382,-0.20280000000000001,0,,,0,-0.18942259414392382 -coef_cars2_density_10_up_no_workers,-0.12102054850413232,-0.1106,0,,,0,-0.12102054850413232 -coef_cars2_drivers_2,2.9451525388872248,3.0773000000000001,0,,,0,2.9451525388872248 -coef_cars2_drivers_3,3.5950535713371425,3.5400999999999998,0,,,0,3.5950535713371425 -coef_cars2_drivers_4_up,6.8564045377891887,6.3662000000000001,0,,,0,6.8564045377891887 -coef_cars2_hh_income_0_30k,0.062269318622949828,0.053999999999999999,0,,,0,0.062269318622949828 -coef_cars2_hh_income_30_up,0.0072878216502758513,0.0083000000000000001,0,,,0,0.0072878216502758513 -coef_cars2_num_workers_clip_3,-0.028257779677296604,0.29360000000000003,0,,,0,-0.028257779677296604 -coef_cars2_persons_16_17,-1.4393296513026343,-0.88100000000000001,0,,,0,-1.4393296513026343 -coef_cars2_persons_18_24,-0.94263307738312241,-1.0095000000000001,0,,,0,-0.94263307738312241 -coef_cars2_persons_25_34,-0.47164010656678607,-0.4849,0,,,0,-0.47164010656678607 -coef_cars2_presence_children_5_17,0.16452621450497892,0.29360000000000003,0,,,0,0.16452621450497892 -coef_cars34_asc_county,-0.23720000609948735,-0.23719999999999999,0,,,0,-0.23720000609948735 -coef_cars34_asc_san_francisco,-180.61080221497389,0.14580000000000001,0,,,0,-180.61080221497389 -coef_cars34_density_0_10_no_workers,-0.37729225900128432,-0.3654,0,,,0,-0.37729225900128432 -coef_cars34_density_10_up_no_workers,-0.21127187403490039,-0.17660000000000001,0,,,0,-0.21127187403490039 -coef_cars34_persons_16_17,-1.9552209045212712,-1.7313000000000001,0,,,0,-1.9552209045212712 -coef_cars34_persons_18_24,-0.98828036964231047,-1.0106999999999999,0,,,0,-0.98828036964231047 -coef_cars34_persons_25_34,-0.91499310819433943,-0.85960000000000003,0,,,0,-0.91499310819433943 -coef_cars34_presence_children_5_17,0.46541802832280504,0.47689999999999999,0,,,0,0.46541802832280504 -coef_cars3_asc,185.82062586592997,-3.2502,0,,,0,185.82062586592997 -coef_cars3_auto_time_saving_per_worker,0.0094184815763537575,0.57050000000000001,0,,,0,0.0094184815763537575 -coef_cars3_drivers_2,2.3528280524958505,3.1962000000000002,0,,,0,2.3528280524958505 -coef_cars3_drivers_3,5.0484880551150297,5.5130999999999997,0,,,0,5.0484880551150297 -coef_cars3_drivers_4_up,8.3179504324443645,8.5147999999999993,0,,,0,8.3179504324443645 -coef_cars3_hh_income_0_30k,0.051986531525313275,0.055899999999999998,0,,,0,0.051986531525313275 -coef_cars3_hh_income_30_up,0.0047157560050882777,0.010999999999999999,0,,,0,0.0047157560050882777 -coef_cars3_num_workers_clip_3,0.37412751414828727,0.63890000000000002,0,,,0,0.37412751414828727 -coef_cars4_asc,-375.14042806389921,-5.3129999999999997,0,,,0,-375.14042806389921 -coef_cars4_auto_time_saving_per_worker,-0.14729927196601073,0.76929999999999998,0,,,0,-0.14729927196601073 -coef_cars4_drivers_2,561.0150567059153,2.6616,0,,,0,561.0150567059153 -coef_cars4_drivers_3,564.49015835185673,5.2080000000000002,0,,,0,564.49015835185673 -coef_cars4_drivers_4_up,568.27251357417254,9.5807000000000002,0,,,0,568.27251357417254 -coef_cars4_hh_income_0_30k,0.035832322745631515,0.061899999999999997,0,,,0,0.035832322745631515 -coef_cars4_hh_income_30_up,0.013075978963799844,0.0147,0,,,0,0.013075978963799844 -coef_cars4_num_workers_clip_3,0.69965609905938575,0.87970000000000004,0,,,0,0.69965609905938575 -coef_retail_auto_no_workers,-0.63770362340438691,0.062600000000000003,0,,,0,-0.63770362340438691 -coef_retail_auto_workers,-0.53111245140179075,0.1646,0,,,0,-0.53111245140179075 -coef_retail_non_motor,-0.029999999999999999,-0.029999999999999999,0,,,1,-0.029999999999999999 -coef_retail_transit_no_workers,-0.33344704884648457,-0.30530000000000002,0,,,0,-0.33344704884648457 -coef_retail_transit_workers,-0.46438215846636693,-0.51170000000000004,0,,,0,-0.46438215846636693 +,value,initvalue,nullvalue,minimum,maximum,best +coef_cars1_asc,4.7447107380921025,1.1865000000000001,0,,,4.7447107380921025 +coef_cars1_asc_county,-0.56599882256075029,-0.56599999999999995,0,,,-0.56599882256075029 +coef_cars1_asc_marin,-0.24339921273778259,-0.24340000000000001,0,,,-0.24339921273778259 +coef_cars1_asc_san_francisco,3.9841106560800799,0.4259,0,,,3.9841106560800799 +coef_cars1_auto_time_saving_per_worker,-0.039384078433008833,0.47070000000000001,0,,,-0.039384078433008833 +coef_cars1_density_0_10_no_workers,0,0,0,0,0,0 +coef_cars1_density_10_up_no_workers,-0.0069296247615717958,-0.0152,0,,,-0.0069296247615717958 +coef_cars1_density_10_up_workers,-0.016448258992007036,-0.0152,0,,,-0.016448258992007036 +coef_cars1_drivers_2,0,0,0,0,0,0 +coef_cars1_drivers_3,0,0,0,0,0,0 +coef_cars1_drivers_4_up,2.045544984552838,2.0106999999999999,0,,,2.045544984552838 +coef_cars1_hh_income_0_30k,0.028563596002976328,0.038300000000000001,0,,,0.028563596002976328 +coef_cars1_hh_income_30_up,0,0,0,0,0,0 +coef_cars1_num_workers_clip_3,0,0,0,0,0,0 +coef_cars1_persons_16_17,0,0,0,0,0,0 +coef_cars1_persons_18_24,-0.44814476337681552,-0.40870000000000001,0,,,-0.44814476337681552 +coef_cars1_persons_25_34,0,0,0,0,0,0 +coef_cars1_presence_children_0_4,0.48632102629940016,0.3669,0,,,0.48632102629940016 +coef_cars1_presence_children_5_17,-0.23426619052685985,0.015800000000000002,0,,,-0.23426619052685985 +coef_cars234_asc_marin,0,0,0,0,0,0 +coef_cars234_presence_children_0_4,0.59011276787912548,0.76270000000000004,0,,,0.59011276787912548 +coef_cars2_asc,2.4667629619519551,-1.0846,0,,,2.4667629619519551 +coef_cars2_asc_county,-0.44290041495911936,-0.44290000000000002,0,,,-0.44290041495911936 +coef_cars2_asc_san_francisco,4.0196631275301025,0.46829999999999999,0,,,4.0196631275301025 +coef_cars2_auto_time_saving_per_worker,0.010606176913298898,0.61419999999999997,0,,,0.010606176913298898 +coef_cars2_density_0_10_no_workers,-0.18942259435139802,-0.20280000000000001,0,,,-0.18942259435139802 +coef_cars2_density_10_up_no_workers,-0.12102054846201435,-0.1106,0,,,-0.12102054846201435 +coef_cars2_drivers_2,2.9451525390590447,3.0773000000000001,0,,,2.9451525390590447 +coef_cars2_drivers_3,3.595053571521627,3.5400999999999998,0,,,3.595053571521627 +coef_cars2_drivers_4_up,6.8564045385479524,6.3662000000000001,0,,,6.8564045385479524 +coef_cars2_hh_income_0_30k,0.062269318607877933,0.053999999999999999,0,,,0.062269318607877933 +coef_cars2_hh_income_30_up,0.0072878216512703552,0.0083000000000000001,0,,,0.0072878216512703552 +coef_cars2_num_workers_clip_3,-0.02825777970452812,0.29360000000000003,0,,,-0.02825777970452812 +coef_cars2_persons_16_17,-1.4393296510916249,-0.88100000000000001,0,,,-1.4393296510916249 +coef_cars2_persons_18_24,-0.94263307766293203,-1.0095000000000001,0,,,-0.94263307766293203 +coef_cars2_persons_25_34,-0.47164010663267558,-0.4849,0,,,-0.47164010663267558 +coef_cars2_presence_children_5_17,0.16452621537979981,0.29360000000000003,0,,,0.16452621537979981 +coef_cars34_asc_county,-0.23719997774607499,-0.23719999999999999,0,,,-0.23719997774607499 +coef_cars34_asc_san_francisco,-180.61080227859063,0.14580000000000001,0,,,-180.61080227859063 +coef_cars34_density_0_10_no_workers,-0.37729225920709009,-0.3654,0,,,-0.37729225920709009 +coef_cars34_density_10_up_no_workers,-0.2112718739636438,-0.17660000000000001,0,,,-0.2112718739636438 +coef_cars34_persons_16_17,-1.9552209043901743,-1.7313000000000001,0,,,-1.9552209043901743 +coef_cars34_persons_18_24,-0.9882803698931002,-1.0106999999999999,0,,,-0.9882803698931002 +coef_cars34_persons_25_34,-0.91499310826113012,-0.85960000000000003,0,,,-0.91499310826113012 +coef_cars34_presence_children_5_17,0.46541802925044895,0.47689999999999999,0,,,0.46541802925044895 +coef_cars3_asc,185.82062538736801,-3.2502,0,,,185.82062538736801 +coef_cars3_auto_time_saving_per_worker,0.0094184816674775691,0.57050000000000001,0,,,0.0094184816674775691 +coef_cars3_drivers_2,2.3528280525330723,3.1962000000000002,0,,,2.3528280525330723 +coef_cars3_drivers_3,5.0484880552126556,5.5130999999999997,0,,,5.0484880552126556 +coef_cars3_drivers_4_up,8.3179504331094645,8.5147999999999993,0,,,8.3179504331094645 +coef_cars3_hh_income_0_30k,0.051986531518005537,0.055899999999999998,0,,,0.051986531518005537 +coef_cars3_hh_income_30_up,0.0047157560072551728,0.010999999999999999,0,,,0.0047157560072551728 +coef_cars3_num_workers_clip_3,0.37412751402404026,0.63890000000000002,0,,,0.37412751402404026 +coef_cars4_asc,-375.14042768777097,-5.3129999999999997,0,,,-375.14042768777097 +coef_cars4_auto_time_saving_per_worker,-0.14729927180732022,0.76929999999999998,0,,,-0.14729927180732022 +coef_cars4_drivers_2,561.01505585114285,2.6616,0,,,561.01505585114285 +coef_cars4_drivers_3,564.49015749718274,5.2080000000000002,0,,,564.49015749718274 +coef_cars4_drivers_4_up,568.27251272006004,9.5807000000000002,0,,,568.27251272006004 +coef_cars4_hh_income_0_30k,0.035832322739936029,0.061899999999999997,0,,,0.035832322739936029 +coef_cars4_hh_income_30_up,0.013075978966011573,0.0147,0,,,0.013075978966011573 +coef_cars4_num_workers_clip_3,0.69965609893905178,0.87970000000000004,0,,,0.69965609893905178 +coef_retail_auto_no_workers,-0.63770357423242019,0.062600000000000003,0,,,-0.63770357423242019 +coef_retail_auto_workers,-0.53111240158828621,0.1646,0,,,-0.53111240158828621 +coef_retail_non_motor,-0.029999999999999999,-0.029999999999999999,0,-0.029999999999999999,-0.029999999999999999,-0.029999999999999999 +coef_retail_transit_no_workers,-0.33344704526636021,-0.30530000000000002,0,,,-0.33344704526636021 +coef_retail_transit_workers,-0.46438215677534161,-0.51170000000000004,0,,,-0.46438215677534161 diff --git a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_joint_tour_composition_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_joint_tour_composition_SLSQP_.csv index 7cf5965258..40c2da343d 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_joint_tour_composition_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_joint_tour_composition_SLSQP_.csv @@ -1,32 +1,32 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -coef_asc_children,121.62774626925004,5.3517000000000001,0,,,0,121.62774626925004 -coef_asc_mixed,-88.249612605978442,5.6289999999999996,0,,,0,-88.249612605978442 -coef_household_has_more_cars_than_workers_adults,-40.894264486707343,1.3859999999999999,0,,,0,-40.894264486707343 -coef_household_has_more_cars_than_workers_mixed,153.81520338235273,0.751,0,,,0,153.81520338235273 -coef_household_in_suburban_area_adults,0.51050000000013918,0.51049999999999995,0,,,0,0.51050000000013918 -coef_household_in_suburban_area_mixed,0.12830000000001815,0.1283,0,,,0,0.12830000000001815 -coef_household_in_urban_area,-21.823333663271274,0.57410000000000005,0,,,0,-21.823333663271274 -coef_log_max_overlap_of_adults_time_windows,-36.285976388975264,1.1919999999999999,0,,,0,-36.285976388975264 -coef_log_max_overlap_of_childrens_time_windows,283.69666702121646,1.841,0,,,0,283.69666702121646 -coef_log_max_overlap_of_time_windows,196.72857304098721,1.958,0,,,0,196.72857304098721 -coef_low_income_households_adults,-16.894953554257715,1.248,0,,,0,-16.894953554257715 -coef_low_income_households_mixed,-3.1435928544401692,0.57550000000000001,0,,,0,-3.1435928544401692 -coef_medium_income_households,-161.72738525363698,0.83689999999999998,0,,,0,-161.72738525363698 -coef_number_of_children_too_young_for_school_children,-110.0482800276324,0.73060000000000003,0,,,0,-110.0482800276324 -coef_number_of_children_too_young_for_school_mixed,9.5393263755068229,0.79059999999999997,0,,,0,9.5393263755068229 -coef_number_of_driving_age_children_children,-172.31193719401676,-0.26669999999999999,0,,,0,-172.31193719401676 -coef_number_of_driving_age_children_mixed,184.7614074966217,-0.93989999999999996,0,,,0,184.7614074966217 -coef_number_of_full_time_workers_adults,185.49031077177889,1.024,0,,,0,185.49031077177889 -coef_number_of_full_time_workers_mixed,50.943192988161542,0.3624,0,,,0,50.943192988161542 -coef_number_of_non_workers_adults,40.041010486541595,0.62629999999999997,0,,,0,40.041010486541595 -coef_number_of_non_workers_mixed,-96.438665905666426,-0.37240000000000001,0,,,0,-96.438665905666426 -coef_number_of_part_time_workers_adults,47.088158062062433,0.54120000000000001,0,,,0,47.088158062062433 -coef_number_of_part_time_workers_mixed,58.9587124470901,0.31640000000000001,0,,,0,58.9587124470901 -coef_number_of_pre_driving_age_children_children,12.678858150869646,0.73060000000000003,0,,,0,12.678858150869646 -coef_number_of_pre_driving_age_children_mixed,158.9602673133584,0.35320000000000001,0,,,0,158.9602673133584 -coef_number_of_university_students,-5.0078301602900632,0.82450000000000001,0,,,0,-5.0078301602900632 -coef_tour_purpose_is_discretionary_adults,0.76480000000000004,0.76480000000000004,0,,,0,0.76480000000000004 -coef_tour_purpose_is_discretionary_children,0.5101,0.5101,0,,,0,0.5101 -coef_tour_purpose_is_eating_out_children,-0.96779999999999999,-0.96779999999999999,0,,,0,-0.96779999999999999 -coef_tour_purpose_is_eating_out_mixed,-0.80269999999999997,-0.80269999999999997,0,,,0,-0.80269999999999997 -coef_unavailable,-999,-999,0,,,1,-999 +,value,initvalue,nullvalue,minimum,maximum,best +coef_asc_children,121.62774629212394,5.3517000000000001,0,,,121.62774629212394 +coef_asc_mixed,-88.249612624384525,5.6289999999999996,0,,,-88.249612624384525 +coef_household_has_more_cars_than_workers_adults,-40.894264494991035,1.3859999999999999,0,,,-40.894264494991035 +coef_household_has_more_cars_than_workers_mixed,153.8152034125998,0.751,0,,,153.8152034125998 +coef_household_in_suburban_area_adults,0.51049999999999995,0.51049999999999995,0,,,0.51049999999999995 +coef_household_in_suburban_area_mixed,0.1283,0.1283,0,,,0.1283 +coef_household_in_urban_area,-21.823333667739977,0.57410000000000005,0,,,-21.823333667739977 +coef_log_max_overlap_of_adults_time_windows,-36.285976396423372,1.1919999999999999,0,,,-36.285976396423372 +coef_log_max_overlap_of_childrens_time_windows,283.69666707732551,1.841,0,,,283.69666707732551 +coef_log_max_overlap_of_time_windows,196.72857307970887,1.958,0,,,196.72857307970887 +coef_low_income_households_adults,-16.894953557817836,1.248,0,,,-16.894953557817836 +coef_low_income_households_mixed,-3.1435928555076917,0.57550000000000001,0,,,-3.1435928555076917 +coef_medium_income_households,-161.72738528562726,0.83689999999999998,0,,,-161.72738528562726 +coef_number_of_children_too_young_for_school_children,-110.04828004959086,0.73060000000000003,0,,,-110.04828004959086 +coef_number_of_children_too_young_for_school_mixed,9.5393263775476171,0.79059999999999997,0,,,9.5393263775476171 +coef_number_of_driving_age_children_children,-172.31193722793208,-0.26669999999999999,0,,,-172.31193722793208 +coef_number_of_driving_age_children_mixed,184.76140753321386,-0.93989999999999996,0,,,184.76140753321386 +coef_number_of_full_time_workers_adults,185.49031080785167,1.024,0,,,185.49031080785167 +coef_number_of_full_time_workers_mixed,50.943192997924122,0.3624,0,,,50.943192997924122 +coef_number_of_non_workers_adults,40.041010494333662,0.62629999999999997,0,,,40.041010494333662 +coef_number_of_non_workers_mixed,-96.438665924994751,-0.37240000000000001,0,,,-96.438665924994751 +coef_number_of_part_time_workers_adults,47.088158071231007,0.54120000000000001,0,,,47.088158071231007 +coef_number_of_part_time_workers_mixed,58.958712458292865,0.31640000000000001,0,,,58.958712458292865 +coef_number_of_pre_driving_age_children_children,12.678858152945852,0.73060000000000003,0,,,12.678858152945852 +coef_number_of_pre_driving_age_children_mixed,158.96026734481441,0.35320000000000001,0,,,158.96026734481441 +coef_number_of_university_students,-5.007830161412854,0.82450000000000001,0,,,-5.007830161412854 +coef_tour_purpose_is_discretionary_adults,0.76480000000000004,0.76480000000000004,0,,,0.76480000000000004 +coef_tour_purpose_is_discretionary_children,0.5101,0.5101,0,,,0.5101 +coef_tour_purpose_is_eating_out_children,-0.96779999999999999,-0.96779999999999999,0,,,-0.96779999999999999 +coef_tour_purpose_is_eating_out_mixed,-0.80269999999999997,-0.80269999999999997,0,,,-0.80269999999999997 +coef_unavailable,-999,-999,0,-999,-999,-999 diff --git a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_joint_tour_frequency_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_joint_tour_frequency_SLSQP_.csv index e4d6c38062..f6102d3c39 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_joint_tour_frequency_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_joint_tour_frequency_SLSQP_.csv @@ -1,77 +1,77 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -coef_asc_0_tours,0,0,0,,,1,0 -coef_asc_1_Disc,-5.8578427472028505,-5.4805999999999999,0,,,0,-5.8578427472028505 -coef_asc_1_Eat,-5.1404693216276831,-6.3757000000000001,0,,,0,-5.1404693216276831 -coef_asc_1_Main,-4.8436541549831391,-5.7389000000000001,0,,,0,-4.8436541549831391 -coef_asc_1_Shop,-7.2448952261795618,-6.0148999999999999,0,,,0,-7.2448952261795618 -coef_asc_1_Visit,-5.9621489630091569,-5.8818000000000001,0,,,0,-5.9621489630091569 -coef_asc_2_tours,-15.379573079632396,-14.457599999999999,0,,,0,-15.379573079632396 -coef_drivingAgeStuMandMaxThree_disc,0.26420610780542753,0.19320000000000001,0,,,0,0.26420610780542753 -coef_drivingAgeStuMandMaxThree_maint,-0.20497838557808928,-0.32369999999999999,0,,,0,-0.20497838557808928 -coef_fewerCarsThanDrivers_maint,-0.23616022936451664,0.46100000000000002,0,,,0,-0.23616022936451664 -coef_fewerCarsThanDrivers_shopping,0.61204166063301091,0.25230000000000002,0,,,0,0.61204166063301091 -coef_fullTimeHomeMaxThree_zero_tours,2.0014370752024901,1.175,0,,,0,2.0014370752024901 -coef_fullTimeMandMaxThree_maint,-0.46248818198005226,-0.3009,0,,,0,-0.46248818198005226 -coef_fullTimeMandMaxThree_shopping,0.14353937035073616,-0.2424,0,,,0,0.14353937035073616 -coef_fullTimeNonMandMaxThree_disc,0.21817599549517069,0.1275,0,,,0,0.21817599549517069 -coef_fullTimeNonMandMaxThree_eatout,0.32573071787958385,0.22750000000000001,0,,,0,0.32573071787958385 -coef_fullTimeNonMandMaxThree_maint,0.75962622450826234,0.31730000000000003,0,,,0,0.75962622450826234 -coef_fullTimeNonMandMaxThree_shopping,-0.88812895498199962,0.20519999999999999,0,,,0,-0.88812895498199962 -coef_fullTimeNonMandMaxThree_visiting,0.78859263531968593,0.64449999999999996,0,,,0,0.78859263531968593 -coef_incomeBetween50And100_disc,0.0083529208083317728,0.31669999999999998,0,,,0,0.0083529208083317728 -coef_incomeBetween50And100_eatout,0.10318856581213125,0.29770000000000002,0,,,0,0.10318856581213125 -coef_incomeGreaterThan100_disc,0.62493454801812498,0.48599999999999999,0,,,0,0.62493454801812498 -coef_incomeGreaterThan100_eatout,0.63535874604216502,0.44919999999999999,0,,,0,0.63535874604216502 -coef_incomeMissing_dummy_always_zero_disc,0.37229999999999203,0.37230000000000002,0,,,0,0.37229999999999203 -coef_incomeMissing_dummy_always_zero_eatout,0.27800000000000852,0.27800000000000002,0,,,0,0.27800000000000852 -coef_logTimeWindowOverlapAdultChild_disc,0.1502559618583108,0.22120000000000001,0,,,0,0.1502559618583108 -coef_logTimeWindowOverlapAdultChild_eatout,-0.3203806099780902,0.092100000000000001,0,,,0,-0.3203806099780902 -coef_logTimeWindowOverlapAdultChild_maint,0.26959218596467294,0.24429999999999999,0,,,0,0.26959218596467294 -coef_logTimeWindowOverlapAdultChild_shopping,-0.41532462974782403,0.1086,0,,,0,-0.41532462974782403 -coef_logTimeWindowOverlapAdult_disc,0.55965786520533478,0.34279999999999999,0,,,0,0.55965786520533478 -coef_logTimeWindowOverlapAdult_eatout,0.560614336906049,0.48559999999999998,0,,,0,0.560614336906049 -coef_logTimeWindowOverlapAdult_maint,0.43763873348459281,0.37140000000000001,0,,,0,0.43763873348459281 -coef_logTimeWindowOverlapAdult_shopping,0.86405876118401903,0.59450000000000003,0,,,0,0.86405876118401903 -coef_logTimeWindowOverlapChild_disc,-0.16938928036107082,0.1162,0,,,0,-0.16938928036107082 -coef_logTimeWindowOverlapChild_maint,-0.010378552724392994,0.17599999999999999,0,,,0,-0.010378552724392994 -coef_logTimeWindowOverlapChild_shopping,1.0366536984167294,0.1416,0,,,0,1.0366536984167294 -coef_moreCarsThanWorkers_eatout,0.07948088765739468,0.38250000000000001,0,,,0,0.07948088765739468 -coef_moreCarsThanWorkers_shopping,-0.62780216025810787,-0.30270000000000002,0,,,0,-0.62780216025810787 -coef_nonWorkerHomeMaxThree_zero_tours,-0.16941211651381957,1.514,0,,,0,-0.16941211651381957 -coef_nonWorkerNonMandMaxThree_disc,-0.11901239264329332,0.28710000000000002,0,,,0,-0.11901239264329332 -coef_nonWorkerNonMandMaxThree_eatout,-0.35447708029243963,0.182,0,,,0,-0.35447708029243963 -coef_nonWorkerNonMandMaxThree_maint,0.37255083380650422,0.46429999999999999,0,,,0,0.37255083380650422 -coef_nonWorkerNonMandMaxThree_shopping,0.52326322824967875,0.70779999999999998,0,,,0,0.52326322824967875 -coef_nonWorkerNonMandMaxThree_visiting,-0.35989963707356326,0.54749999999999999,0,,,0,-0.35989963707356326 -coef_partTimeHomeMaxThree_zero_tours,1.7000746682686907,1.4470000000000001,0,,,0,1.7000746682686907 -coef_partTimeNonMandMaxThree_disc,0.226440580413764,0.49790000000000001,0,,,0,0.226440580413764 -coef_partTimeNonMandMaxThree_eatout,-15.77061884441915,0.3765,0,,,0,-15.77061884441915 -coef_partTimeNonMandMaxThree_maint,0.1215592323823854,0.2452,0,,,0,0.1215592323823854 -coef_partTimeNonMandMaxThree_shopping,-0.19149733624062359,0.18659999999999999,0,,,0,-0.19149733624062359 -coef_partTimeNonMandMaxThree_visiting,0.34840797629264847,0.13320000000000001,0,,,0,0.34840797629264847 -coef_preDrivingAgeMandMaxThree_disc,0.58830436659525076,0.38619999999999999,0,,,0,0.58830436659525076 -coef_preDrivingAgeMandMaxThree_maint,0.057249922551341079,0.22989999999999999,0,,,0,0.057249922551341079 -coef_preDrivingHomeMaxThree_preschool_and_school_zero_tours,-0.26493959299963538,0.53000000000000003,0,,,0,-0.26493959299963538 -coef_preDrivingNonMandMaxThree_disc,0.4697889240479286,0.53310000000000002,0,,,0,0.4697889240479286 -coef_preDrivingNonMandMaxThree_eatout,-13.674346762385031,0.3851,0,,,0,-13.674346762385031 -coef_preDrivingNonMandMaxThree_maint,-0.47800316570991225,0.6482,0,,,0,-0.47800316570991225 -coef_preDrivingNonMandMaxThree_shopping,0.0054016798343929154,0.5474,0,,,0,0.0054016798343929154 -coef_preDrivingNonMandMaxThree_visiting,-1.72832574245394,0.6008,0,,,0,-1.72832574245394 -coef_retireeHomeMaxThree_zero_tours,0.30720542631042913,0.60529999999999995,0,,,0,0.30720542631042913 -coef_retireeNonMandMaxThree_disc,0.59539272895792505,0.61360000000000003,0,,,0,0.59539272895792505 -coef_retireeNonMandMaxThree_eatout,0.33706472970952928,0.4264,0,,,0,0.33706472970952928 -coef_retireeNonMandMaxThree_maint,0.93064231253335816,0.90500000000000003,0,,,0,0.93064231253335816 -coef_retireeNonMandMaxThree_shopping,0.95235573750780045,0.94099999999999995,0,,,0,0.95235573750780045 -coef_retireeNonMandMaxThree_visiting,0.1743227937864455,0.55789999999999995,0,,,0,0.1743227937864455 -coef_timeWindowOverlapAdultChild_visiting,0.14049394553198633,0.025600000000000001,0,,,0,0.14049394553198633 -coef_timeWindowOverlapAdult_visiting,0.11030183056061869,0.0596,0,,,0,0.11030183056061869 -coef_timeWindowOverlapChild_visiting,-0.060644638260809569,0.0091999999999999998,0,,,0,-0.060644638260809569 -coef_universityHomeMaxThree_univ_and_driving_zero_tours,-0.41040663722432152,0.56850000000000001,0,,,0,-0.41040663722432152 -coef_universityNonMandMaxThree_disc,-0.14472811802240715,0.75460000000000005,0,,,0,-0.14472811802240715 -coef_universityNonMandMaxThree_eatout,-14.08026682527186,0.40970000000000001,0,,,0,-14.08026682527186 -coef_universityNonMandMaxThree_maint,-0.43772872376425542,0.26429999999999998,0,,,0,-0.43772872376425542 -coef_universityNonMandMaxThree_shopping,1.1340537653332732,0.76480000000000004,0,,,0,1.1340537653332732 -coef_universityNonMandMaxThree_visiting,-18.048773459986272,0.28089999999999998,0,,,0,-18.048773459986272 -coef_walkRetailAccessibility_eatout,-0.027362835924720622,0.062,0,,,0,-0.027362835924720622 -coef_zeroAutomobiles_disc,-0.53993914185904124,-0.90900000000000003,0,,,0,-0.53993914185904124 -coef_zeroAutomobiles_visiting,-18.311268118998669,-0.97999999999999998,0,,,0,-18.311268118998669 +,value,initvalue,nullvalue,minimum,maximum,best +coef_asc_0_tours,0,0,0,0,0,0 +coef_asc_1_Disc,-5.8578427473231667,-5.4805999999999999,0,,,-5.8578427473231667 +coef_asc_1_Eat,-5.140469329663599,-6.3757000000000001,0,,,-5.140469329663599 +coef_asc_1_Main,-4.843654155024959,-5.7389000000000001,0,,,-4.843654155024959 +coef_asc_1_Shop,-7.2448952266310895,-6.0148999999999999,0,,,-7.2448952266310895 +coef_asc_1_Visit,-5.9621489630619173,-5.8818000000000001,0,,,-5.9621489630619173 +coef_asc_2_tours,-15.379573080742464,-14.457599999999999,0,,,-15.379573080742464 +coef_drivingAgeStuMandMaxThree_disc,0.26420610778627868,0.19320000000000001,0,,,0.26420610778627868 +coef_drivingAgeStuMandMaxThree_maint,-0.20497838559876363,-0.32369999999999999,0,,,-0.20497838559876363 +coef_fewerCarsThanDrivers_maint,-0.23616022935294756,0.46100000000000002,0,,,-0.23616022935294756 +coef_fewerCarsThanDrivers_shopping,0.61204166063349064,0.25230000000000002,0,,,0.61204166063349064 +coef_fullTimeHomeMaxThree_zero_tours,2.0014370751255011,1.175,0,,,2.0014370751255011 +coef_fullTimeMandMaxThree_maint,-0.46248818198458952,-0.3009,0,,,-0.46248818198458952 +coef_fullTimeMandMaxThree_shopping,0.14353937037596973,-0.2424,0,,,0.14353937037596973 +coef_fullTimeNonMandMaxThree_disc,0.21817599548271277,0.1275,0,,,0.21817599548271277 +coef_fullTimeNonMandMaxThree_eatout,0.32573071809647042,0.22750000000000001,0,,,0.32573071809647042 +coef_fullTimeNonMandMaxThree_maint,0.75962622449225758,0.31730000000000003,0,,,0.75962622449225758 +coef_fullTimeNonMandMaxThree_shopping,-0.88812895503399825,0.20519999999999999,0,,,-0.88812895503399825 +coef_fullTimeNonMandMaxThree_visiting,0.78859263531566071,0.64449999999999996,0,,,0.78859263531566071 +coef_incomeBetween50And100_disc,0.0083529208127054756,0.31669999999999998,0,,,0.0083529208127054756 +coef_incomeBetween50And100_eatout,0.1031885654385253,0.29770000000000002,0,,,0.1031885654385253 +coef_incomeGreaterThan100_disc,0.62493454802487425,0.48599999999999999,0,,,0.62493454802487425 +coef_incomeGreaterThan100_eatout,0.63535874552918015,0.44919999999999999,0,,,0.63535874552918015 +coef_incomeMissing_dummy_always_zero_disc,0.37230000000000002,0.37230000000000002,0,,,0.37230000000000002 +coef_incomeMissing_dummy_always_zero_eatout,0.27800000000000002,0.27800000000000002,0,,,0.27800000000000002 +coef_logTimeWindowOverlapAdultChild_disc,0.1502559618722121,0.22120000000000001,0,,,0.1502559618722121 +coef_logTimeWindowOverlapAdultChild_eatout,-0.32038060987279043,0.092100000000000001,0,,,-0.32038060987279043 +coef_logTimeWindowOverlapAdultChild_maint,0.26959218597469214,0.24429999999999999,0,,,0.26959218597469214 +coef_logTimeWindowOverlapAdultChild_shopping,-0.41532462974126461,0.1086,0,,,-0.41532462974126461 +coef_logTimeWindowOverlapAdult_disc,0.55965786525579331,0.34279999999999999,0,,,0.55965786525579331 +coef_logTimeWindowOverlapAdult_eatout,0.56061433677445105,0.48559999999999998,0,,,0.56061433677445105 +coef_logTimeWindowOverlapAdult_maint,0.4376387335084278,0.37140000000000001,0,,,0.4376387335084278 +coef_logTimeWindowOverlapAdult_shopping,0.86405876135539128,0.59450000000000003,0,,,0.86405876135539128 +coef_logTimeWindowOverlapChild_disc,-0.1693892803512011,0.1162,0,,,-0.1693892803512011 +coef_logTimeWindowOverlapChild_maint,-0.010378552711083917,0.17599999999999999,0,,,-0.010378552711083917 +coef_logTimeWindowOverlapChild_shopping,1.0366536984300598,0.1416,0,,,1.0366536984300598 +coef_moreCarsThanWorkers_eatout,0.079480888637893488,0.38250000000000001,0,,,0.079480888637893488 +coef_moreCarsThanWorkers_shopping,-0.62780216023973168,-0.30270000000000002,0,,,-0.62780216023973168 +coef_nonWorkerHomeMaxThree_zero_tours,-0.16941211649357898,1.514,0,,,-0.16941211649357898 +coef_nonWorkerNonMandMaxThree_disc,-0.11901239265508992,0.28710000000000002,0,,,-0.11901239265508992 +coef_nonWorkerNonMandMaxThree_eatout,-0.35447708036701164,0.182,0,,,-0.35447708036701164 +coef_nonWorkerNonMandMaxThree_maint,0.37255083379371662,0.46429999999999999,0,,,0.37255083379371662 +coef_nonWorkerNonMandMaxThree_shopping,0.52326322821604476,0.70779999999999998,0,,,0.52326322821604476 +coef_nonWorkerNonMandMaxThree_visiting,-0.35989963706226813,0.54749999999999999,0,,,-0.35989963706226813 +coef_partTimeHomeMaxThree_zero_tours,1.7000746681627035,1.4470000000000001,0,,,1.7000746681627035 +coef_partTimeNonMandMaxThree_disc,0.22644058039117623,0.49790000000000001,0,,,0.22644058039117623 +coef_partTimeNonMandMaxThree_eatout,-15.770618924654787,0.3765,0,,,-15.770618924654787 +coef_partTimeNonMandMaxThree_maint,0.12155923236230654,0.2452,0,,,0.12155923236230654 +coef_partTimeNonMandMaxThree_shopping,-0.19149733628062993,0.18659999999999999,0,,,-0.19149733628062993 +coef_partTimeNonMandMaxThree_visiting,0.34840797626260722,0.13320000000000001,0,,,0.34840797626260722 +coef_preDrivingAgeMandMaxThree_disc,0.58830436658291341,0.38619999999999999,0,,,0.58830436658291341 +coef_preDrivingAgeMandMaxThree_maint,0.05724992253344495,0.22989999999999999,0,,,0.05724992253344495 +coef_preDrivingHomeMaxThree_preschool_and_school_zero_tours,-0.26493959294530756,0.53000000000000003,0,,,-0.26493959294530756 +coef_preDrivingNonMandMaxThree_disc,0.46978892402747974,0.53310000000000002,0,,,0.46978892402747974 +coef_preDrivingNonMandMaxThree_eatout,-13.674346835309482,0.3851,0,,,-13.674346835309482 +coef_preDrivingNonMandMaxThree_maint,-0.4780031657291039,0.6482,0,,,-0.4780031657291039 +coef_preDrivingNonMandMaxThree_shopping,0.0054016798205857386,0.5474,0,,,0.0054016798205857386 +coef_preDrivingNonMandMaxThree_visiting,-1.7283257423524336,0.6008,0,,,-1.7283257423524336 +coef_retireeHomeMaxThree_zero_tours,0.3072054262466079,0.60529999999999995,0,,,0.3072054262466079 +coef_retireeNonMandMaxThree_disc,0.59539272893690953,0.61360000000000003,0,,,0.59539272893690953 +coef_retireeNonMandMaxThree_eatout,0.33706472938654847,0.4264,0,,,0.33706472938654847 +coef_retireeNonMandMaxThree_maint,0.93064231251598528,0.90500000000000003,0,,,0.93064231251598528 +coef_retireeNonMandMaxThree_shopping,0.95235573746714874,0.94099999999999995,0,,,0.95235573746714874 +coef_retireeNonMandMaxThree_visiting,0.17432279378364646,0.55789999999999995,0,,,0.17432279378364646 +coef_timeWindowOverlapAdultChild_visiting,0.14049394553264929,0.025600000000000001,0,,,0.14049394553264929 +coef_timeWindowOverlapAdult_visiting,0.11030183056319119,0.0596,0,,,0.11030183056319119 +coef_timeWindowOverlapChild_visiting,-0.060644638255823571,0.0091999999999999998,0,,,-0.060644638255823571 +coef_universityHomeMaxThree_univ_and_driving_zero_tours,-0.41040663722807053,0.56850000000000001,0,,,-0.41040663722807053 +coef_universityNonMandMaxThree_disc,-0.14472811802653573,0.75460000000000005,0,,,-0.14472811802653573 +coef_universityNonMandMaxThree_eatout,-14.080266896152475,0.40970000000000001,0,,,-14.080266896152475 +coef_universityNonMandMaxThree_maint,-0.4377287237690044,0.26429999999999998,0,,,-0.4377287237690044 +coef_universityNonMandMaxThree_shopping,1.1340537653332554,0.76480000000000004,0,,,1.1340537653332554 +coef_universityNonMandMaxThree_visiting,-18.048773540202976,0.28089999999999998,0,,,-18.048773540202976 +coef_walkRetailAccessibility_eatout,-0.027362834622908064,0.062,0,,,-0.027362834622908064 +coef_zeroAutomobiles_disc,-0.53993914183433878,-0.90900000000000003,0,,,-0.53993914183433878 +coef_zeroAutomobiles_visiting,-18.311268197408783,-0.97999999999999998,0,,,-18.311268197408783 diff --git a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_joint_tour_participation_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_joint_tour_participation_SLSQP_.csv index 3f8349a4db..c60173aa06 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_joint_tour_participation_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_joint_tour_participation_SLSQP_.csv @@ -1,60 +1,60 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -coef_adult_log_of_max_window_overlap_with_a_child_mixed,4.5940415543573856,2.1890000000000001,0,,,0,4.5940415543573856 -coef_adult_log_of_max_window_overlap_with_an_adult_adult_only_party,1.6916936883426326,0.84360000000000002,0,,,0,1.6916936883426326 -coef_adult_more_automobiles_than_workers_adult_only_party,0.3113900357726378,-0.21329999999999999,0,,,0,0.3113900357726378 -coef_adult_more_automobiles_than_workers_mixed_party,-1.8020541380548691,-0.60309999999999997,0,,,0,-1.8020541380548691 -coef_adult_number_of_joint_tours_adult_only,-2.1332672475169128,-0.32419999999999999,0,,,0,-2.1332672475169128 -coef_adult_number_of_joint_tours_mixed,-12.011984081257893,-0.3584,0,,,0,-12.011984081257893 -coef_adult_number_of_other_adults_in_the_household_adults_only_party,0,0,0,,,1,0 -coef_adult_number_of_other_adults_in_the_household_mixed_party,0,0,0,,,1,0 -coef_child_log_of_max_window_overlap_with_a_child_child,1.296000000000044,1.296,0,,,0,1.296000000000044 -coef_child_log_of_max_window_overlap_with_an_adult_mixed,1.5379999999998983,1.538,0,,,0,1.5379999999998983 -coef_child_more_automobiles_than_workers_child_only_party,-0.42140000000007022,-0.4214,0,,,0,-0.42140000000007022 -coef_child_more_automobiles_than_workers_mixed_party,-1.5765541380548105,-0.37759999999999999,0,,,0,-1.5765541380548105 -coef_child_number_of_joint_tours_child_only,25.834459260511892,0.1047,0,,,0,25.834459260511892 -coef_child_number_of_joint_tours_mixed,89.315973901597502,-0.50890000000000002,0,,,0,89.315973901597502 -coef_child_number_of_other_children_in_the_household_child_only_party,0,0,0,,,1,0 -coef_child_number_of_other_children_in_the_household_mixed,0,0,0,,,1,0 -coef_child_too_young_for_school_children_only_party,-2.7860000000000227,-2.786,0,,,0,-2.7860000000000227 -coef_child_too_young_for_school_mixed_party,12.484734558677804,-1.893,0,,,0,12.484734558677804 -coef_child_too_young_for_school_specific_to_discretionary_joint_tours,0.12839999999999999,0.12839999999999999,0,,,0,0.12839999999999999 -coef_child_too_young_for_school_specific_to_eating_out_joint_tours,0.65890000000000004,0.65890000000000004,0,,,0,0.65890000000000004 -coef_driving_age_student_children_only_party,-1.8220000000000001,-1.8220000000000001,0,,,0,-1.8220000000000001 -coef_driving_age_student_mixed_party,-131.65706595634055,-1.353,0,,,0,-131.65706595634055 -coef_driving_age_student_specific_to_discretionary_joint_tours,-0.66749999999999998,-0.66749999999999998,0,,,0,-0.66749999999999998 -coef_driving_age_student_specific_to_eating_out_joint_tours,2.3439999999999999,2.3439999999999999,0,,,0,2.3439999999999999 -coef_dummy_for_high_income_for_adult_in_adult_party,0.13189984363362461,-0.16819999999999999,0,,,0,0.13189984363362461 -coef_dummy_for_high_income_for_adult_in_mixed_party,-0.38289361131121713,-0.02613,0,,,0,-0.38289361131121713 -coef_dummy_for_high_income_for_child_in_children_party,-0.56189999999999996,-0.56189999999999996,0,,,0,-0.56189999999999996 -coef_dummy_for_high_income_for_child_in_mixed_party,-0.50956361131115668,-0.15279999999999999,0,,,0,-0.50956361131115668 -coef_full_time_worker_mixed_party,-50.846659771252014,-3.5659999999999998,0,,,0,-50.846659771252014 -coef_full_time_worker_mixed_party_not,0.5,0.5,0,,,1,0.5 -coef_full_time_worker_specific_to_discretionary_joint_tours,0.43919999999999998,0.43919999999999998,0,,,0,0.43919999999999998 -coef_full_time_worker_specific_to_discretionary_joint_tours_not,0.5,0.5,0,,,1,0.5 -coef_full_time_worker_specific_to_eating_out_joint_tours,0.7157,0.7157,0,,,0,0.7157 -coef_full_time_worker_specific_to_eating_out_joint_tours_not,0.5,0.5,0,,,1,0.5 -coef_household_in_suburban_area_adult_adult_only_party,0,0,0,,,1,0 -coef_household_in_suburban_area_adult_mixed_party,-0.060069999999999998,-0.060069999999999998,0,,,0,-0.060069999999999998 -coef_household_in_suburban_area_child_child_only_party,0,0,0,,,1,0 -coef_household_in_suburban_area_child_mixed_party,0,0,0,,,1,0 -coef_household_in_urban_area_adult_adult_only_party,0,0,0,,,1,0 -coef_household_in_urban_area_adult_mixed_party,55.591278083082699,-0.13700000000000001,0,,,0,55.591278083082699 -coef_household_in_urban_area_child_child_only_party,26.939759260511789,1.21,0,,,0,26.939759260511789 -coef_household_in_urban_area_child_mixed_party,-101.12587095091362,0.62649999999999995,0,,,0,-101.12587095091362 -coef_non_worker_adults_only_party,-4.0792805161735179,-3.1640000000000001,0,,,0,-4.0792805161735179 -coef_non_worker_mixed_party,76.628151297837647,0.71519999999999995,0,,,0,76.628151297837647 -coef_non_worker_specific_to_discretionary_joint_tours,-0.1835,-0.1835,0,,,0,-0.1835 -coef_non_worker_specific_to_eating_out_joint_tours,0.16170000000000001,0.16170000000000001,0,,,0,0.16170000000000001 -coef_part_time_worker_adults_only_party,-3.2478258169504062,-3.5659999999999998,0,,,0,-3.2478258169504062 -coef_part_time_worker_adults_only_party_not,0.5,0.5,0,,,1,0.5 -coef_part_time_worker_mixed_party,70.075293127343031,-0.36549999999999999,0,,,0,70.075293127343031 -coef_part_time_worker_specific_to_discretionary_joint_tours,0.28499999999999998,0.28499999999999998,0,,,0,0.28499999999999998 -coef_part_time_worker_specific_to_eating_out_joint_tours,2.1880000000000002,2.1880000000000002,0,,,0,2.1880000000000002 -coef_pre_driving_age_student_children_only_party,25.008059260511853,-0.72170000000000001,0,,,0,25.008059260511853 -coef_pre_driving_age_student_mixed_party,12.421960446749143,-1.752,0,,,0,12.421960446749143 -coef_pre_driving_age_student_specific_to_discretionary_joint_tours,0.66259999999999997,0.66259999999999997,0,,,0,0.66259999999999997 -coef_pre_driving_age_student_specific_to_eating_out_joint_tours,1.391,1.391,0,,,0,1.391 -coef_unavailable,-999,-999,0,,,1,-999 -coef_university_student_mixed_party,-52.255368278084056,-3.0409999999999999,0,,,0,-52.255368278084056 -coef_university_student_specific_to_discretionary_joint_tours,0,0,0,,,1,0 -coef_university_student_specific_to_eating_out_joint_tours,-0.81999999999999995,-0.81999999999999995,0,,,0,-0.81999999999999995 +,value,initvalue,nullvalue,minimum,maximum,best +coef_adult_log_of_max_window_overlap_with_a_child_mixed,4.5940415543572257,2.1890000000000001,0,,,4.5940415543572257 +coef_adult_log_of_max_window_overlap_with_an_adult_adult_only_party,1.6916936883427531,0.84360000000000002,0,,,1.6916936883427531 +coef_adult_more_automobiles_than_workers_adult_only_party,0.31139003577268975,-0.21329999999999999,0,,,0.31139003577268975 +coef_adult_more_automobiles_than_workers_mixed_party,-1.8020541380547712,-0.60309999999999997,0,,,-1.8020541380547712 +coef_adult_number_of_joint_tours_adult_only,-2.1332672475172423,-0.32419999999999999,0,,,-2.1332672475172423 +coef_adult_number_of_joint_tours_mixed,-12.011984079880781,-0.3584,0,,,-12.011984079880781 +coef_adult_number_of_other_adults_in_the_household_adults_only_party,0,0,0,0,0,0 +coef_adult_number_of_other_adults_in_the_household_mixed_party,0,0,0,0,0,0 +coef_child_log_of_max_window_overlap_with_a_child_child,1.296,1.296,0,,,1.296 +coef_child_log_of_max_window_overlap_with_an_adult_mixed,1.538,1.538,0,,,1.538 +coef_child_more_automobiles_than_workers_child_only_party,-0.4214,-0.4214,0,,,-0.4214 +coef_child_more_automobiles_than_workers_mixed_party,-1.5765541380547705,-0.37759999999999999,0,,,-1.5765541380547705 +coef_child_number_of_joint_tours_child_only,25.834459257330721,0.1047,0,,,25.834459257330721 +coef_child_number_of_joint_tours_mixed,89.315973889991952,-0.50890000000000002,0,,,89.315973889991952 +coef_child_number_of_other_children_in_the_household_child_only_party,0,0,0,0,0,0 +coef_child_number_of_other_children_in_the_household_mixed,0,0,0,0,0,0 +coef_child_too_young_for_school_children_only_party,-2.786,-2.786,0,,,-2.786 +coef_child_too_young_for_school_mixed_party,12.484734556961985,-1.893,0,,,12.484734556961985 +coef_child_too_young_for_school_specific_to_discretionary_joint_tours,0.12839999999999999,0.12839999999999999,0,,,0.12839999999999999 +coef_child_too_young_for_school_specific_to_eating_out_joint_tours,0.65890000000000004,0.65890000000000004,0,,,0.65890000000000004 +coef_driving_age_student_children_only_party,-1.8220000000000001,-1.8220000000000001,0,,,-1.8220000000000001 +coef_driving_age_student_mixed_party,-131.65706593958799,-1.353,0,,,-131.65706593958799 +coef_driving_age_student_specific_to_discretionary_joint_tours,-0.66749999999999998,-0.66749999999999998,0,,,-0.66749999999999998 +coef_driving_age_student_specific_to_eating_out_joint_tours,2.3439999999999999,2.3439999999999999,0,,,2.3439999999999999 +coef_dummy_for_high_income_for_adult_in_adult_party,0.1318998436337066,-0.16819999999999999,0,,,0.1318998436337066 +coef_dummy_for_high_income_for_adult_in_mixed_party,-0.38289361131114391,-0.02613,0,,,-0.38289361131114391 +coef_dummy_for_high_income_for_child_in_children_party,-0.56189999999999996,-0.56189999999999996,0,,,-0.56189999999999996 +coef_dummy_for_high_income_for_child_in_mixed_party,-0.50956361131120043,-0.15279999999999999,0,,,-0.50956361131120043 +coef_full_time_worker_mixed_party,-50.846659765191049,-3.5659999999999998,0,,,-50.846659765191049 +coef_full_time_worker_mixed_party_not,0.5,0.5,0,0.5,0.5,0.5 +coef_full_time_worker_specific_to_discretionary_joint_tours,0.43919999999999998,0.43919999999999998,0,,,0.43919999999999998 +coef_full_time_worker_specific_to_discretionary_joint_tours_not,0.5,0.5,0,0.5,0.5,0.5 +coef_full_time_worker_specific_to_eating_out_joint_tours,0.7157,0.7157,0,,,0.7157 +coef_full_time_worker_specific_to_eating_out_joint_tours_not,0.5,0.5,0,0.5,0.5,0.5 +coef_household_in_suburban_area_adult_adult_only_party,0,0,0,0,0,0 +coef_household_in_suburban_area_adult_mixed_party,-0.060069999999999998,-0.060069999999999998,0,,,-0.060069999999999998 +coef_household_in_suburban_area_child_child_only_party,0,0,0,0,0,0 +coef_household_in_suburban_area_child_mixed_party,0,0,0,0,0,0 +coef_household_in_urban_area_adult_adult_only_party,0,0,0,0,0,0 +coef_household_in_urban_area_adult_mixed_party,55.591278075644887,-0.13700000000000001,0,,,55.591278075644887 +coef_household_in_urban_area_child_child_only_party,26.939759257330742,1.21,0,,,26.939759257330742 +coef_household_in_urban_area_child_mixed_party,-101.1258709375923,0.62649999999999995,0,,,-101.1258709375923 +coef_non_worker_adults_only_party,-4.0792805161736174,-3.1640000000000001,0,,,-4.0792805161736174 +coef_non_worker_mixed_party,76.628151288066263,0.71519999999999995,0,,,76.628151288066263 +coef_non_worker_specific_to_discretionary_joint_tours,-0.1835,-0.1835,0,,,-0.1835 +coef_non_worker_specific_to_eating_out_joint_tours,0.16170000000000001,0.16170000000000001,0,,,0.16170000000000001 +coef_part_time_worker_adults_only_party,-3.2478258169504657,-3.5659999999999998,0,,,-3.2478258169504657 +coef_part_time_worker_adults_only_party_not,0.5,0.5,0,0.5,0.5,0.5 +coef_part_time_worker_mixed_party,70.07529311830892,-0.36549999999999999,0,,,70.07529311830892 +coef_part_time_worker_specific_to_discretionary_joint_tours,0.28499999999999998,0.28499999999999998,0,,,0.28499999999999998 +coef_part_time_worker_specific_to_eating_out_joint_tours,2.1880000000000002,2.1880000000000002,0,,,2.1880000000000002 +coef_pre_driving_age_student_children_only_party,25.008059257330711,-0.72170000000000001,0,,,25.008059257330711 +coef_pre_driving_age_student_mixed_party,12.421960445033344,-1.752,0,,,12.421960445033344 +coef_pre_driving_age_student_specific_to_discretionary_joint_tours,0.66259999999999997,0.66259999999999997,0,,,0.66259999999999997 +coef_pre_driving_age_student_specific_to_eating_out_joint_tours,1.391,1.391,0,,,1.391 +coef_unavailable,-999,-999,0,-999,-999,-999 +coef_university_student_mixed_party,-52.255368272022992,-3.0409999999999999,0,,,-52.255368272022992 +coef_university_student_specific_to_discretionary_joint_tours,0,0,0,0,0,0 +coef_university_student_specific_to_eating_out_joint_tours,-0.81999999999999995,-0.81999999999999995,0,,,-0.81999999999999995 diff --git a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_mandatory_tour_frequency_BHHH_.csv b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_mandatory_tour_frequency_BHHH_.csv index cb1d2d4ca1..3f5af851e4 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_mandatory_tour_frequency_BHHH_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_mandatory_tour_frequency_BHHH_.csv @@ -1,54 +1,54 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -0,0,0,0,0,0,1,0 -coef_can_walk_to_work_and_school,0.072221053570241139,0.1391,0,,,0,0.072221053570241139 -coef_can_walk_to_work_school2,1.3681892298716689,0.71140000000000003,0,,,0,1.3681892298716689 -coef_can_walk_to_work_work2,0.65112713009054723,0.52680000000000005,0,,,0,0.65112713009054723 -coef_driving_age_child_school2_asc,-10.760724626147022,-3.1360000000000001,0,,,0,-10.760724626147022 -coef_driving_age_child_work_and_school_asc,-58.117517288552108,-4.4362000000000004,0,,,0,-58.117517288552108 -coef_female_school1,0.24744315631250749,0.15920000000000001,0,,,0,0.24744315631250749 -coef_female_school2,-0.30123488964622763,0.114,0,,,0,-0.30123488964622763 -coef_female_work1,-2.2434862184811997,0.17369999999999999,0,,,0,-2.2434862184811997 -coef_female_work2,-0.38752042072598319,-0.22550000000000001,0,,,0,-0.38752042072598319 -coef_female_work_and_school,-3.2183973184977397,-0.34420000000000001,0,,,0,-3.2183973184977397 -coef_few_cars_than_drivers_school2,-0.86352025026206314,-0.57589999999999997,0,,,0,-0.86352025026206314 -coef_ft_worker_work2_asc,-15.631616762483807,-3.3780999999999999,0,,,0,-15.631616762483807 -coef_hh_income_gt_50k_school1,0.034699999263759454,0.034700000000000002,0,,,0,0.034699999263759454 -coef_hh_income_gt_50k_student_work_and_school,-0.92170661372189566,-0.0528,0,,,0,-0.92170661372189566 -coef_hh_income_gt_50k_work,-1.41909125313271,-0.0528,0,,,0,-1.41909125313271 -coef_hh_income_gt_50k_worker_work_and_school,0.034699999801140732,0.034700000000000002,0,,,0,0.034699999801140732 -coef_home_urban_school1,-0.13609999995395392,-0.1361,0,,,0,-0.13609999995395392 -coef_home_urban_school2,-11.830881579612553,0.317,0,,,0,-11.830881579612553 -coef_home_urban_work1,24.254352789762542,-0.28310000000000002,0,,,0,24.254352789762542 -coef_home_urban_work2,12.738503774681709,0.23080000000000001,0,,,0,12.738503774681709 -coef_home_urban_work_and_school,-2.9755482632883834,-0.35089999999999999,0,,,0,-2.9755482632883834 -coef_no_cars_in_hh_school2,-0.6201622889361228,-1.413,0,,,0,-0.6201622889361228 -coef_no_cars_in_hh_work2,-0.72588656952274999,-1.306,0,,,0,-0.72588656952274999 -coef_no_cars_in_hh_work_and_school,-0.77687602441537829,-1.3019999999999998,0,,,0,-0.77687602441537829 -coef_non_family_hh_category1,-0.25000000117497695,-0.25,0,,,0,-0.25000000117497695 -coef_non_family_hh_category2,-18.224089907628912,-0.1792,0,,,0,-18.224089907628912 -coef_non_student_goes_to_school,3.8830000004176037,3.883,0,,,0,3.8830000004176037 -coef_num_non_workers_in_hh_school1,0.25740000086843068,0.25740000000000002,0,,,0,0.25740000086843068 -coef_num_preschool_in_hh_school1,-0.13350000072134988,-0.13350000000000001,0,,,0,-0.13350000072134988 -coef_num_preschool_in_hh_school2,0.35689505282247935,-0.55769999999999997,0,,,0,0.35689505282247935 -coef_num_preschool_in_hh_work1,-2.932091768763418,0.21909999999999999,0,,,0,-2.932091768763418 -coef_num_preschool_in_hh_work2,0.22500429804975927,-0.14779999999999999,0,,,0,0.22500429804975927 -coef_num_preschool_in_hh_work_and_school,-291.65982831940477,-0.12509999999999999,0,,,0,-291.65982831940477 -coef_num_under_16_not_at_school_school2,-0.6386213736103209,0.086599999999999996,0,,,0,-0.6386213736103209 -coef_num_under_16_not_at_school_work2,-0.1186686763798572,0.1804,0,,,0,-0.1186686763798572 -coef_num_under_16_not_at_school_work_and_school,-18.884178409078352,-0.19550000000000001,0,,,0,-18.884178409078352 -coef_pre_driving_age_child_school2_asc,7.0553065756100333,-3.9702999999999999,0,,,0,7.0553065756100333 -coef_pt_worker_work2_asc,-14.856919769603616,-3.0476000000000001,0,,,0,-14.856919769603616 -coef_round_trip_auto_time_to_work_school2,0.064396584422454176,-0.0033999999999999998,0,,,0,0.064396584422454176 -coef_round_trip_auto_time_to_work_work2,-0.025902525682351001,-0.0035000000000000001,0,,,0,-0.025902525682351001 -coef_round_trip_auto_time_to_work_work_and_school,-0.021807737803016255,-0.0030999999999999999,0,,,0,-0.021807737803016255 -coef_student_employed,61.497344832131859,3.0139999999999998,0,,,0,61.497344832131859 -coef_unavailable,-999,-999,0,,,1,-999 -coef_under_35_school1,0.7218,0.7218,0,,,0,0.7218 -coef_under_35_school2,27.445525966835195,1.2749999999999999,0,,,0,27.445525966835195 -coef_under_35_work1,1.0375724814643044,-0.46289999999999998,0,,,0,1.0375724814643044 -coef_under_35_work2,-0.25382084017491247,-0.13750000000000001,0,,,0,-0.25382084017491247 -coef_under_35_work_and_school,2.2569323918541513,0.97609999999999997,0,,,0,2.2569323918541513 -coef_univ_school2_asc,-19.291663571356995,-3.7429000000000001,0,,,0,-19.291663571356995 -coef_univ_work1_asc,26.703452790752081,2.1659999999999999,0,,,0,26.703452790752081 -coef_univ_work2_asc,35.174040312981013,-1.3965000000000001,0,,,0,35.174040312981013 -coef_univ_work_and_school_asc,51.163969014343536,0.10730000000000001,0,,,0,51.163969014343536 +,value,initvalue,nullvalue,minimum,maximum,best +0,0,0,0,0,0,0 +coef_can_walk_to_work_and_school,0.072221053570087068,0.1391,0,,,0.072221053570087068 +coef_can_walk_to_work_school2,1.368189229871656,0.71140000000000003,0,,,1.368189229871656 +coef_can_walk_to_work_work2,0.6511271300905388,0.52680000000000005,0,,,0.6511271300905388 +coef_driving_age_child_school2_asc,-10.76072459479807,-3.1360000000000001,0,,,-10.76072459479807 +coef_driving_age_child_work_and_school_asc,-58.117517308879499,-4.4362000000000004,0,,,-58.117517308879499 +coef_female_school1,0.2474431563125136,0.15920000000000001,0,,,0.2474431563125136 +coef_female_school2,-0.3012348896462545,0.114,0,,,-0.3012348896462545 +coef_female_work1,-2.2434862184806872,0.17369999999999999,0,,,-2.2434862184806872 +coef_female_work2,-0.3875204207258891,-0.22550000000000001,0,,,-0.3875204207258891 +coef_female_work_and_school,-3.2183973184973143,-0.34420000000000001,0,,,-3.2183973184973143 +coef_few_cars_than_drivers_school2,-0.86352025026207002,-0.57589999999999997,0,,,-0.86352025026207002 +coef_ft_worker_work2_asc,-15.631616769904962,-3.3780999999999999,0,,,-15.631616769904962 +coef_hh_income_gt_50k_school1,0.034700030521069632,0.034700000000000002,0,,,0.034700030521069632 +coef_hh_income_gt_50k_student_work_and_school,-0.92170661372181706,-0.0528,0,,,-0.92170661372181706 +coef_hh_income_gt_50k_work,-1.4190912531326889,-0.0528,0,,,-1.4190912531326889 +coef_hh_income_gt_50k_worker_work_and_school,0.034699971829526256,0.034700000000000002,0,,,0.034699971829526256 +coef_home_urban_school1,-0.13610000344523163,-0.1361,0,,,-0.13610000344523163 +coef_home_urban_school2,-11.830881608079386,0.317,0,,,-11.830881608079386 +coef_home_urban_work1,24.254352793957736,-0.28310000000000002,0,,,24.254352793957736 +coef_home_urban_work2,12.738503782102926,0.23080000000000001,0,,,12.738503782102926 +coef_home_urban_work_and_school,-2.9755482471380152,-0.35089999999999999,0,,,-2.9755482471380152 +coef_no_cars_in_hh_school2,-0.6201622889361833,-1.413,0,,,-0.6201622889361833 +coef_no_cars_in_hh_work2,-0.72588656952288921,-1.306,0,,,-0.72588656952288921 +coef_no_cars_in_hh_work_and_school,-0.7768760244151115,-1.302,0,,,-0.7768760244151115 +coef_non_family_hh_category1,-0.25000005548208493,-0.25,0,,,-0.25000005548208493 +coef_non_family_hh_category2,-18.224089926229215,-0.1792,0,,,-18.224089926229215 +coef_non_student_goes_to_school,3.883000012592801,3.883,0,,,3.883000012592801 +coef_num_non_workers_in_hh_school1,0.25739997881575821,0.25740000000000002,0,,,0.25739997881575821 +coef_num_preschool_in_hh_school1,-0.13350001004490689,-0.13350000000000001,0,,,-0.13350001004490689 +coef_num_preschool_in_hh_school2,0.35689505282246176,-0.55769999999999997,0,,,0.35689505282246176 +coef_num_preschool_in_hh_work1,-2.9320917687605954,0.21909999999999999,0,,,-2.9320917687605954 +coef_num_preschool_in_hh_work2,0.22500429804995042,-0.14779999999999999,0,,,0.22500429804995042 +coef_num_preschool_in_hh_work_and_school,-291.65982798845073,-0.12509999999999999,0,,,-291.65982798845073 +coef_num_under_16_not_at_school_school2,-0.63862137361032489,0.086599999999999996,0,,,-0.63862137361032489 +coef_num_under_16_not_at_school_work2,-0.11866867638023079,0.1804,0,,,-0.11866867638023079 +coef_num_under_16_not_at_school_work_and_school,-18.884178394306563,-0.19550000000000001,0,,,-18.884178394306563 +coef_pre_driving_age_child_school2_asc,7.0553066040769048,-3.9702999999999999,0,,,7.0553066040769048 +coef_pt_worker_work2_asc,-14.856919777024819,-3.0476000000000001,0,,,-14.856919777024819 +coef_round_trip_auto_time_to_work_school2,0.064396584422453232,-0.0033999999999999998,0,,,0.064396584422453232 +coef_round_trip_auto_time_to_work_work2,-0.025902525682352791,-0.0035000000000000001,0,,,-0.025902525682352791 +coef_round_trip_auto_time_to_work_work_and_school,-0.02180773780300839,-0.0030999999999999999,0,,,-0.02180773780300839 +coef_student_employed,61.497344836308677,3.0139999999999998,0,,,61.497344836308677 +coef_unavailable,-999,-999,0,-999,-999,-999 +coef_under_35_school1,0.7218,0.7218,0,,,0.7218 +coef_under_35_school2,27.445525973793494,1.2749999999999999,0,,,27.445525973793494 +coef_under_35_work1,1.0375724814647256,-0.46289999999999998,0,,,1.0375724814647256 +coef_under_35_work2,-0.25382084017500217,-0.13750000000000001,0,,,-0.25382084017500217 +coef_under_35_work_and_school,2.256932391854527,0.97609999999999997,0,,,2.256932391854527 +coef_univ_school2_asc,-19.291663549848391,-3.7429000000000001,0,,,-19.291663549848391 +coef_univ_work1_asc,26.703452792641354,2.1659999999999999,0,,,26.703452792641354 +coef_univ_work2_asc,35.174040311644283,-1.3965000000000001,0,,,35.174040311644283 +coef_univ_work_and_school_asc,51.163969004277625,0.10730000000000001,0,,,51.163969004277625 diff --git a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_mandatory_tour_frequency_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_mandatory_tour_frequency_SLSQP_.csv index 9a397bea78..fd8238225b 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_mandatory_tour_frequency_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_mandatory_tour_frequency_SLSQP_.csv @@ -1,54 +1,54 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best -0,0,0,0,0,0,1,0 -coef_can_walk_to_work_and_school,0.071630314725063052,0.1391,0,,,0,0.071630314725063052 -coef_can_walk_to_work_school2,1.3680922080712175,0.71140000000000003,0,,,0,1.3680922080712175 -coef_can_walk_to_work_work2,0.65112015867034845,0.52680000000000005,0,,,0,0.65112015867034845 -coef_driving_age_child_school2_asc,-13.067731117151476,-3.1360000000000001,0,,,0,-13.067731117151476 -coef_driving_age_child_work_and_school_asc,-12.605997464058296,-4.4362000000000004,0,,,0,-12.605997464058296 -coef_female_school1,0.24708609009179699,0.15920000000000001,0,,,0,0.24708609009179699 -coef_female_school2,-0.30133903622406422,0.114,0,,,0,-0.30133903622406422 -coef_female_work1,-2.2427478904370846,0.17369999999999999,0,,,0,-2.2427478904370846 -coef_female_work2,-0.38741093683096461,-0.22550000000000001,0,,,0,-0.38741093683096461 -coef_female_work_and_school,-3.2182798790114115,-0.34420000000000001,0,,,0,-3.2182798790114115 -coef_few_cars_than_drivers_school2,-0.86245057209443576,-0.57589999999999997,0,,,0,-0.86245057209443576 -coef_ft_worker_work2_asc,-5.5179331618780418,-3.3780999999999999,0,,,0,-5.5179331618780418 -coef_hh_income_gt_50k_school1,0.034700000000000002,0.034700000000000002,0,,,0,0.034700000000000002 -coef_hh_income_gt_50k_student_work_and_school,-0.92117498986832214,-0.0528,0,,,0,-0.92117498986832214 -coef_hh_income_gt_50k_work,-1.41855081794547,-0.0528,0,,,0,-1.41855081794547 -coef_hh_income_gt_50k_worker_work_and_school,0.034700000000000002,0.034700000000000002,0,,,0,0.034700000000000002 -coef_home_urban_school1,-0.1361,-0.1361,0,,,0,-0.1361 -coef_home_urban_school2,-8.4556148711588293,0.317,0,,,0,-8.4556148711588293 -coef_home_urban_work1,4.0267960753271126,-0.28310000000000002,0,,,0,4.0267960753271126 -coef_home_urban_work2,2.6248540231092221,0.23080000000000001,0,,,0,2.6248540231092221 -coef_home_urban_work_and_school,-0.44707002002083868,-0.35089999999999999,0,,,0,-0.44707002002083868 -coef_no_cars_in_hh_school2,-0.62046508539768297,-1.413,0,,,0,-0.62046508539768297 -coef_no_cars_in_hh_work2,-0.72596662468977291,-1.306,0,,,0,-0.72596662468977291 -coef_no_cars_in_hh_work_and_school,-0.77593437523046893,-1.3019999999999998,0,,,0,-0.77593437523046893 -coef_non_family_hh_category1,-0.25,-0.25,0,,,0,-0.25 -coef_non_family_hh_category2,5.0007710037787039,-0.1792,0,,,0,5.0007710037787039 -coef_non_student_goes_to_school,3.883,3.883,0,,,0,3.883 -coef_num_non_workers_in_hh_school1,0.25740000000000002,0.25740000000000002,0,,,0,0.25740000000000002 -coef_num_preschool_in_hh_school1,-0.13350000000000001,-0.13350000000000001,0,,,0,-0.13350000000000001 -coef_num_preschool_in_hh_school2,0.35665962262220258,-0.55769999999999997,0,,,0,0.35665962262220258 -coef_num_preschool_in_hh_work1,-2.9305005867030971,0.21909999999999999,0,,,0,-2.9305005867030971 -coef_num_preschool_in_hh_work2,0.2251731786105732,-0.14779999999999999,0,,,0,0.2251731786105732 -coef_num_preschool_in_hh_work_and_school,-29.197568878169015,-0.12509999999999999,0,,,0,-29.197568878169015 -coef_num_under_16_not_at_school_school2,-0.63829340447669702,0.086599999999999996,0,,,0,-0.63829340447669702 -coef_num_under_16_not_at_school_work2,-0.11899114846638664,0.1804,0,,,0,-0.11899114846638664 -coef_num_under_16_not_at_school_work_and_school,-15.357906681536916,-0.19550000000000001,0,,,0,-15.357906681536916 -coef_pre_driving_age_child_school2_asc,3.6797262869909866,-3.9702999999999999,0,,,0,3.6797262869909866 -coef_pt_worker_work2_asc,-4.7432419647139303,-3.0476000000000001,0,,,0,-4.7432419647139303 -coef_round_trip_auto_time_to_work_school2,0.06441081644417182,-0.0033999999999999998,0,,,0,0.06441081644417182 -coef_round_trip_auto_time_to_work_work2,-0.025905460423306877,-0.0035000000000000001,0,,,0,-0.025905460423306877 -coef_round_trip_auto_time_to_work_work_and_school,-0.021803756470735652,-0.0030999999999999999,0,,,0,-0.021803756470735652 -coef_student_employed,13.457255205007629,3.0139999999999998,0,,,0,13.457255205007629 -coef_unavailable,-999,-999,0,,,1,-999 -coef_under_35_school1,0.7218,0.7218,0,,,0,0.7218 -coef_under_35_school2,15.011164064900719,1.2749999999999999,0,,,0,15.011164064900719 -coef_under_35_work1,1.0382419681381947,-0.46289999999999998,0,,,0,1.0382419681381947 -coef_under_35_work2,-0.25387498090124422,-0.13750000000000001,0,,,0,-0.25387498090124422 -coef_under_35_work_and_school,2.2570354258969756,0.97609999999999997,0,,,0,2.2570354258969756 -coef_univ_school2_asc,-10.233810040998319,-3.7429000000000001,0,,,0,-10.233810040998319 -coef_univ_work1_asc,6.475896075327106,2.1659999999999999,0,,,0,6.475896075327106 -coef_univ_work2_asc,4.8330291497012823,-1.3965000000000001,0,,,0,4.8330291497012823 -coef_univ_work_and_school_asc,8.1809274440374971,0.10730000000000001,0,,,0,8.1809274440374971 +,value,initvalue,nullvalue,minimum,maximum,best +0,0,0,0,0,0,0 +coef_can_walk_to_work_and_school,0.071630314724926147,0.1391,0,,,0.071630314724926147 +coef_can_walk_to_work_school2,1.3680922080710298,0.71140000000000003,0,,,1.3680922080710298 +coef_can_walk_to_work_work2,0.65112015867036332,0.52680000000000005,0,,,0.65112015867036332 +coef_driving_age_child_school2_asc,-13.067731116342266,-3.1360000000000001,0,,,-13.067731116342266 +coef_driving_age_child_work_and_school_asc,-12.605997463132249,-4.4362000000000004,0,,,-12.605997463132249 +coef_female_school1,0.24708609009193822,0.15920000000000001,0,,,0.24708609009193822 +coef_female_school2,-0.30133903622407632,0.114,0,,,-0.30133903622407632 +coef_female_work1,-2.2427478904369504,0.17369999999999999,0,,,-2.2427478904369504 +coef_female_work2,-0.38741093683095679,-0.22550000000000001,0,,,-0.38741093683095679 +coef_female_work_and_school,-3.2182798790112783,-0.34420000000000001,0,,,-3.2182798790112783 +coef_few_cars_than_drivers_school2,-0.86245057209463027,-0.57589999999999997,0,,,-0.86245057209463027 +coef_ft_worker_work2_asc,-5.5179331616722695,-3.3780999999999999,0,,,-5.5179331616722695 +coef_hh_income_gt_50k_school1,0.034700000000000002,0.034700000000000002,0,,,0.034700000000000002 +coef_hh_income_gt_50k_student_work_and_school,-0.92117498986723134,-0.0528,0,,,-0.92117498986723134 +coef_hh_income_gt_50k_work,-1.418550817944235,-0.0528,0,,,-1.418550817944235 +coef_hh_income_gt_50k_worker_work_and_school,0.034700000000000002,0.034700000000000002,0,,,0.034700000000000002 +coef_home_urban_school1,-0.1361,-0.1361,0,,,-0.1361 +coef_home_urban_school2,-8.4556148704436787,0.317,0,,,-8.4556148704436787 +coef_home_urban_work1,4.0267960749153291,-0.28310000000000002,0,,,4.0267960749153291 +coef_home_urban_work2,2.6248540229034232,0.23080000000000001,0,,,2.6248540229034232 +coef_home_urban_work_and_school,-0.44707001996924778,-0.35089999999999999,0,,,-0.44707001996924778 +coef_no_cars_in_hh_school2,-0.62046508539739775,-1.413,0,,,-0.62046508539739775 +coef_no_cars_in_hh_work2,-0.72596662468976358,-1.306,0,,,-0.72596662468976358 +coef_no_cars_in_hh_work_and_school,-0.77593437523044428,-1.302,0,,,-0.77593437523044428 +coef_non_family_hh_category1,-0.25,-0.25,0,,,-0.25 +coef_non_family_hh_category2,5.0007710032851715,-0.1792,0,,,5.0007710032851715 +coef_non_student_goes_to_school,3.883,3.883,0,,,3.883 +coef_num_non_workers_in_hh_school1,0.25740000000000002,0.25740000000000002,0,,,0.25740000000000002 +coef_num_preschool_in_hh_school1,-0.13350000000000001,-0.13350000000000001,0,,,-0.13350000000000001 +coef_num_preschool_in_hh_school2,0.35665962262224188,-0.55769999999999997,0,,,0.35665962262224188 +coef_num_preschool_in_hh_work1,-2.9305005867030882,0.21909999999999999,0,,,-2.9305005867030882 +coef_num_preschool_in_hh_work2,0.22517317861058084,-0.14779999999999999,0,,,0.22517317861058084 +coef_num_preschool_in_hh_work_and_school,-29.197568875282681,-0.12509999999999999,0,,,-29.197568875282681 +coef_num_under_16_not_at_school_school2,-0.63829340447675476,0.086599999999999996,0,,,-0.63829340447675476 +coef_num_under_16_not_at_school_work2,-0.11899114846640058,0.1804,0,,,-0.11899114846640058 +coef_num_under_16_not_at_school_work_and_school,-15.357906680125023,-0.19550000000000001,0,,,-15.357906680125023 +coef_pre_driving_age_child_school2_asc,3.6797262862761189,-3.9702999999999999,0,,,3.6797262862761189 +coef_pt_worker_work2_asc,-4.7432419645081501,-3.0476000000000001,0,,,-4.7432419645081501 +coef_round_trip_auto_time_to_work_school2,0.064410816444162883,-0.0033999999999999998,0,,,0.064410816444162883 +coef_round_trip_auto_time_to_work_work2,-0.025905460423305656,-0.0035000000000000001,0,,,-0.025905460423305656 +coef_round_trip_auto_time_to_work_work_and_school,-0.021803756470739271,-0.0030999999999999999,0,,,-0.021803756470739271 +coef_student_employed,13.457255204029515,3.0139999999999998,0,,,13.457255204029515 +coef_unavailable,-999,-999,0,-999,-999,-999 +coef_under_35_school1,0.7218,0.7218,0,,,0.7218 +coef_under_35_school2,15.011164063565253,1.2749999999999999,0,,,15.011164063565253 +coef_under_35_work1,1.0382419681378368,-0.46289999999999998,0,,,1.0382419681378368 +coef_under_35_work2,-0.25387498090125782,-0.13750000000000001,0,,,-0.25387498090125782 +coef_under_35_work_and_school,2.2570354258963481,0.97609999999999997,0,,,2.2570354258963481 +coef_univ_school2_asc,-10.233810040377643,-3.7429000000000001,0,,,-10.233810040377643 +coef_univ_work1_asc,6.475896074915326,2.1659999999999999,0,,,6.475896074915326 +coef_univ_work2_asc,4.8330291490834876,-1.3965000000000001,0,,,4.8330291490834876 +coef_univ_work_and_school_asc,8.1809274431629717,0.10730000000000001,0,,,8.1809274431629717 diff --git a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_trip_mode_choice_SLSQP_.csv b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_trip_mode_choice_SLSQP_.csv index 1ec0a4aa5a..706cb99d17 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_trip_mode_choice_SLSQP_.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_simple_simulate_trip_mode_choice_SLSQP_.csv @@ -1,273 +1,273 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best --999,-999,-999,-999,-999,-999,1,-999 -1,1,1,1,1,1,1,1 -coef_age010_trn,0.36055093747501515,0,0,,,0,0.36055093747501515 -coef_age1619_da,0.34452990003908374,0,0,,,0,0.34452990003908374 -coef_age16p_sr,-0.15188561974324261,0,0,,,0,-0.15188561974324261 -coef_bike_ASC_rh,-7,-7,0,,,1,-7 -coef_bike_ASC_walk_work,-2.6591723273807126,-1.8332999999999999,0,,,0,-2.6591723273807126 -coef_drive_transit_ASC_commuter_work,0.42650515313601794,0.4012,0,,,0,0.42650515313601794 -coef_drive_transit_ASC_express_work,-0.35539999999999999,-0.35539999999999999,0,,,0,-0.35539999999999999 -coef_drive_transit_ASC_ferry_work,0.52769999999999995,0.52769999999999995,0,,,0,0.52769999999999995 -coef_drive_transit_ASC_heavyrail_work,-11.994127899898398,0.3538,0,,,0,-11.994127899898398 -coef_drive_transit_ASC_lightrail_work,-10.300240827222716,0.46210000000000001,0,,,0,-10.300240827222716 -coef_drive_transit_ASC_rh,-162.17158272141376,-4.25,0,,,0,-162.17158272141376 -coef_hhsize1_sr,-0.89092943199297148,-0.73460000000000003,0,,,0,-0.89092943199297148 -coef_hhsize2_sr,0.039652734237525036,0,0,,,0,0.039652734237525036 -coef_ivt_work,-0.010154908820341358,-0.021999999999999999,0,,,0,-0.010154908820341358 -coef_joint_auto_ASC_rh_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_auto_ASC_sr2_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_auto_ASC_sr3p_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_auto_ASC_walk_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_bike_ASC_rh_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_bike_ASC_walk_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_drive_transit_ASC_commuter_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_drive_transit_ASC_express_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_drive_transit_ASC_ferry_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_drive_transit_ASC_heavyrail_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_drive_transit_ASC_lightrail_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_drive_transit_ASC_rh_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_ride_hail_ASC_sr2_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_ride_hail_ASC_sr3p_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_ride_hail_ASC_taxi_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_ride_hail_ASC_tnc_shared,0,0,0,,,0,0 -coef_joint_ride_hail_ASC_tnc_single_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_ride_hail_ASC_walk_transit,0,0,0,,,0,0 -coef_joint_ride_hail_ASC_walk_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_walk_ASC_rh_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_walk_transit_ASC_commuter_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_walk_transit_ASC_express_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_walk_transit_ASC_ferry_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_walk_transit_ASC_heavyrail_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_walk_transit_ASC_lightrail_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_walk_transit_ASC_rh_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_walk_transit_ASC_sr2_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_walk_transit_ASC_sr3p_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_joint_walk_transit_ASC_walk_work_univ_school_escort_atwork,0,0,0,,,0,0 -coef_nest_AUTO,0.71999999999999997,0.71999999999999997,1,,,1,0.71999999999999997 -coef_nest_AUTO_DRIVEALONE,0.34999999999999998,0.34999999999999998,1,,,1,0.34999999999999998 -coef_nest_AUTO_SHAREDRIDE2,0.34999999999999998,0.34999999999999998,1,,,1,0.34999999999999998 -coef_nest_AUTO_SHAREDRIDE3,0.34999999999999998,0.34999999999999998,1,,,1,0.34999999999999998 -coef_nest_NONMOTORIZED,0.71999999999999997,0.71999999999999997,1,,,1,0.71999999999999997 -coef_nest_RIDEHAIL,0.35999999999999999,0.35999999999999999,1,,,1,0.35999999999999999 -coef_nest_TRANSIT,0.71999999999999997,0.71999999999999997,1,,,1,0.71999999999999997 -coef_nest_TRANSIT_DRIVEACCESS,0.5,0.5,1,,,1,0.5 -coef_nest_TRANSIT_WALKACCESS,0.5,0.5,1,,,1,0.5 -coef_ride_hail_ASC_sr2_work,-24.964152977906629,-6.1079999999999997,0,,,0,-24.964152977906629 -coef_ride_hail_ASC_sr3p_work_escort_shopping_othmaint_atwork,-29.66185425032911,-7,0,,,0,-29.66185425032911 -coef_ride_hail_ASC_taxi_work,-2.5195664524629127,-2.3849999999999998,0,,,0,-2.5195664524629127 -coef_ride_hail_ASC_tnc_shared,23.268241084943003,0,0,,,0,23.268241084943003 -coef_ride_hail_ASC_tnc_single_work,23.984210218237873,0.73499999999999999,0,,,0,23.984210218237873 -coef_ride_hail_ASC_walk_transit,22.114586690634976,0,0,,,0,22.114586690634976 -coef_ride_hail_ASC_walk_work,21.771187507152565,0.2858,0,,,0,21.771187507152565 -coef_sov_ASC_rh_work_atwork,-7,-7,0,,,1,-7 -coef_sov_ASC_sr2_work_univ_school_shopping_eatout_othmaint_social_othdiscr_atwork,-999,-999,0,,,1,-999 -coef_sov_ASC_sr3p_work_univ_school_shopping_eatout_othmaint_social_othdiscr_atwork,-999,-999,0,,,1,-999 -coef_sov_ASC_walk_work,-3.007257338441883,-0.83979999999999999,0,,,0,-3.007257338441883 -coef_sr2_ASC_rh_work_school_escort_shopping_eatout_othmaint_social_othdiscr_atwork,-7,-7,0,,,1,-7 -coef_sr2_ASC_sr2_work,0.19745747776996045,0.0149,0,,,0,0.19745747776996045 -coef_sr2_ASC_sr3p,-999,-999,0,,,1,-999 -coef_sr2_ASC_walk_work,-2.2229353369557856,0.126,0,,,0,-2.2229353369557856 -coef_sr3p_ASC_rh_work,-71.917699999999996,-71.917699999999996,0,,,0,-71.917699999999996 -coef_sr3p_ASC_sr2_work,-0.95395070192885023,-1.1956,0,,,0,-0.95395070192885023 -coef_sr3p_ASC_sr3p_work,0.0022823628108995749,-0.18360000000000001,0,,,0,0.0022823628108995749 -coef_sr3p_ASC_walk_work,-2.3566238207046379,0.21709999999999999,0,,,0,-2.3566238207046379 -coef_walk_ASC_rh,-7,-7,0,,,1,-7 -coef_walk_transit_ASC_commuter_work,0.4012,0.4012,0,,,0,0.4012 -coef_walk_transit_ASC_express_work,-0.35539999999999999,-0.35539999999999999,0,,,0,-0.35539999999999999 -coef_walk_transit_ASC_ferry_work,0.52769999999999995,0.52769999999999995,0,,,0,0.52769999999999995 -coef_walk_transit_ASC_heavyrail_work,0.50253917060490561,0.3538,0,,,0,0.50253917060490561 -coef_walk_transit_ASC_lightrail_work,0.63259254210688642,0.46210000000000001,0,,,0,0.63259254210688642 -coef_walk_transit_ASC_rh_work,-2.8695420596058572,-3.7408000000000001,0,,,0,-2.8695420596058572 -coef_walk_transit_ASC_sr2_work,-2.2566861984974196,-3.6631,0,,,0,-2.2566861984974196 -coef_walk_transit_ASC_sr3p_work,-2.6534480546215211,-4.1314000000000002,0,,,0,-2.6534480546215211 -coef_walk_transit_ASC_walk_work,-0.39143818330516583,0.44319999999999998,0,,,0,-0.39143818330516583 -coef_bike_ASC_walk_univ,-0.33989999999999998,-0.33989999999999998,0,,,0,-0.33989999999999998 -coef_drive_transit_ASC_commuter_univ_school,0.90820000000000001,0.90820000000000001,0,,,0,0.90820000000000001 -coef_drive_transit_ASC_express_univ_school,0.32240000000000002,0.32240000000000002,0,,,0,0.32240000000000002 -coef_drive_transit_ASC_ferry_univ_school,1.7237,1.7237,0,,,0,1.7237 -coef_drive_transit_ASC_heavyrail_univ_school,0.84899999999999998,0.84899999999999998,0,,,0,0.84899999999999998 -coef_drive_transit_ASC_lightrail_univ_school,1.4436,1.4436,0,,,0,1.4436 -coef_ivt_univ_school,-0.0082670637836597533,-0.027099999999999999,0,,,0,-0.0082670637836597533 -coef_ride_hail_ASC_sr2_univ,-4.3372000000000002,-4.3372000000000002,0,,,0,-4.3372000000000002 -coef_ride_hail_ASC_sr3p_univ,-4.9219999999999997,-4.9219999999999997,0,,,0,-4.9219999999999997 -coef_ride_hail_ASC_taxi_univ,-1.5993999999999999,-1.5993999999999999,0,,,0,-1.5993999999999999 -coef_ride_hail_ASC_tnc_single_univ,0.1081,0.1081,0,,,0,0.1081 -coef_ride_hail_ASC_walk_univ_escort_shopping_othmaint,-26.322181448888141,-7,0,,,0,-26.322181448888141 -coef_sov_ASC_rh_univ,-6.649,-6.649,0,,,0,-6.649 -coef_sov_ASC_walk_univ,-1.0579000000000001,-1.0579000000000001,0,,,0,-1.0579000000000001 -coef_sr2_ASC_rh_univ,-6.6897000000000002,-6.6897000000000002,0,,,0,-6.6897000000000002 -coef_sr2_ASC_sr2_univ,0.4304,0.4304,0,,,0,0.4304 -coef_sr2_ASC_walk_univ,1.3041,1.3041,0,,,0,1.3041 -coef_sr3p_ASC_rh_univ_escort_shopping_eatout_othmaint_social_othdiscr,-7,-7,0,,,1,-7 -coef_sr3p_ASC_sr2_univ,-0.31169999999999998,-0.31169999999999998,0,,,0,-0.31169999999999998 -coef_sr3p_ASC_sr3p_univ,0.62929999999999997,0.62929999999999997,0,,,0,0.62929999999999997 -coef_sr3p_ASC_walk_univ,1.6793,1.6793,0,,,0,1.6793 -coef_walk_transit_ASC_commuter_univ_school,0.90820000000000001,0.90820000000000001,0,,,0,0.90820000000000001 -coef_walk_transit_ASC_express_univ_school,0.32240000000000002,0.32240000000000002,0,,,0,0.32240000000000002 -coef_walk_transit_ASC_ferry_univ_school,1.7237,1.7237,0,,,0,1.7237 -coef_walk_transit_ASC_heavyrail_univ_school,0.86656489716508533,0.84899999999999998,0,,,0,0.86656489716508533 -coef_walk_transit_ASC_lightrail_univ_school,1.5673078514811689,1.4436,0,,,0,1.5673078514811689 -coef_walk_transit_ASC_rh_univ,-4.2690999999999999,-4.2690999999999999,0,,,0,-4.2690999999999999 -coef_walk_transit_ASC_sr2_univ,-4.0049999999999999,-4.0049999999999999,0,,,0,-4.0049999999999999 -coef_walk_transit_ASC_sr3p_univ,-28.697199999999999,-28.697199999999999,0,,,0,-28.697199999999999 -coef_walk_transit_ASC_walk_univ,-1.0310999999999999,-1.0310999999999999,0,,,0,-1.0310999999999999 -coef_bike_ASC_walk_school,-106.06311357570786,-2.0331999999999999,0,,,0,-106.06311357570786 -coef_ride_hail_ASC_sr2_school,-17.561865296747161,-1.5869,0,,,0,-17.561865296747161 -coef_ride_hail_ASC_sr3p_school,-17.869354547202143,-2.5362,0,,,0,-17.869354547202143 -coef_ride_hail_ASC_taxi_school,-1.6385208722849591,-0.58689999999999998,0,,,0,-1.6385208722849591 -coef_ride_hail_ASC_tnc_single_school,23.693954665409134,0.3201,0,,,0,23.693954665409134 -coef_ride_hail_ASC_walk_school,-17.881587989266929,0.245,0,,,0,-17.881587989266929 -coef_sov_ASC_rh_school,-126.45615738910647,-5.6548999999999996,0,,,0,-126.45615738910647 -coef_sov_ASC_walk_school,-3.1154322443821076,-71.8977,0,,,0,-3.1154322443821076 -coef_sr2_ASC_sr2_school,-0.54053965419989403,-1.9335,0,,,0,-0.54053965419989403 -coef_sr2_ASC_walk_school,-2.0412093694429427,-1.0362,0,,,0,-2.0412093694429427 -coef_sr3p_ASC_rh_school,-167.92322922478724,-6.6714000000000002,0,,,0,-167.92322922478724 -coef_sr3p_ASC_sr2_school,-1.0175286592825254,-2.7406999999999999,0,,,0,-1.0175286592825254 -coef_sr3p_ASC_sr3p_school,0.19312416588689055,-1.7718,0,,,0,0.19312416588689055 -coef_sr3p_ASC_walk_school,-2.4447403802047534,-1.2126999999999999,0,,,0,-2.4447403802047534 -coef_walk_transit_ASC_rh_school,-4.3619869330314502,-7,0,,,0,-4.3619869330314502 -coef_walk_transit_ASC_sr2_school,-2.270274862864051,-4.2961,0,,,0,-2.270274862864051 -coef_walk_transit_ASC_sr3p_school,-2.4067383334703436,-3.8664999999999998,0,,,0,-2.4067383334703436 -coef_walk_transit_ASC_walk_school,-1.4950397618009084,-1.1828000000000001,0,,,0,-1.4950397618009084 -coef_bike_ASC_walk_escort,-13.520327232125497,-13.520300000000001,0,,,0,-13.520327232125497 -coef_drive_transit_ASC_commuter_escort,0.54420000000000002,0.54420000000000002,0,,,0,0.54420000000000002 -coef_drive_transit_ASC_express_escort,0.75470000000000004,0.75470000000000004,0,,,0,0.75470000000000004 -coef_drive_transit_ASC_ferry_escort,0.60050000000000003,0.60050000000000003,0,,,0,0.60050000000000003 -coef_drive_transit_ASC_heavyrail_escort,-14.234170107485145,0.56730000000000003,0,,,0,-14.234170107485145 -coef_drive_transit_ASC_lightrail_escort,0.5252,0.5252,0,,,0,0.5252 -coef_ivt_escort_shopping_eatout_othdiscr_atwork,-0.011935317751590301,-0.027900000000000001,0,,,0,-0.011935317751590301 -coef_ride_hail_ASC_sr2_escort_shopping_othmaint,-23.87393437250816,-5.6482999999999999,0,,,0,-23.87393437250816 -coef_ride_hail_ASC_taxi_escort_shopping_othmaint,-3.6645734090143596,-3.6629,0,,,0,-3.6645734090143596 -coef_ride_hail_ASC_tnc_single_escort_shopping_othmaint,24.219922267784732,0.78790000000000004,0,,,0,24.219922267784732 -coef_sov_ASC_rh_escort_shopping_eatout_othmaint_social_othdiscr,0,0,0,,,1,0 -coef_sov_ASC_sr2_escort,0,0,0,,,1,0 -coef_sov_ASC_sr3p_escort,0,0,0,,,1,0 -coef_sov_ASC_walk_escort,0,0,0,,,1,0 -coef_sr2_ASC_sr2_escort,0.48842589140865728,0.3533,0,,,0,0.48842589140865728 -coef_sr2_ASC_walk_escort,-25.486556155436141,-2.0528,0,,,0,-25.486556155436141 -coef_sr3p_ASC_sr2_escort,-0.20651374838779549,-0.26819999999999999,0,,,0,-0.20651374838779549 -coef_sr3p_ASC_sr3p_escort,0.89578731133543399,0.73580000000000001,0,,,0,0.89578731133543399 -coef_sr3p_ASC_walk_escort,-3.4160479693862773,-1.0075000000000001,0,,,0,-3.4160479693862773 -coef_walk_transit_ASC_commuter_escort,0.54420000000000002,0.54420000000000002,0,,,0,0.54420000000000002 -coef_walk_transit_ASC_express_escort,0.75470000000000004,0.75470000000000004,0,,,0,0.75470000000000004 -coef_walk_transit_ASC_ferry_escort,0.60050000000000003,0.60050000000000003,0,,,0,0.60050000000000003 -coef_walk_transit_ASC_heavyrail_escort,0.85028037339339679,0.56730000000000003,0,,,0,0.85028037339339679 -coef_walk_transit_ASC_lightrail_escort,1.12520509210183,0.5252,0,,,0,1.12520509210183 -coef_walk_transit_ASC_rh_escort_shopping_othmaint,-2.3595754865729988,-3.1135999999999999,0,,,0,-2.3595754865729988 -coef_walk_transit_ASC_sr2_escort,-1.0205990135822081,-2.6284000000000001,0,,,0,-1.0205990135822081 -coef_walk_transit_ASC_sr3p_escort,-184.69692639910483,-3.2073999999999998,0,,,0,-184.69692639910483 -coef_walk_transit_ASC_walk_escort,-88.120508523406016,-0.99739999999999995,0,,,0,-88.120508523406016 -coef_bike_ASC_walk_shopping,-23.156539428413335,-1.0245,0,,,0,-23.156539428413335 -coef_drive_transit_ASC_commuter_shopping_eatout_othmaint_social_othdiscr_atwork,0.51290000000000002,0.51290000000000002,0,,,0,0.51290000000000002 -coef_drive_transit_ASC_express_shopping_eatout_othmaint_social_othdiscr_atwork,0.66479999999999995,0.66479999999999995,0,,,0,0.66479999999999995 -coef_drive_transit_ASC_ferry_shopping_eatout_othmaint_social_othdiscr_atwork,0.64659999999999995,0.64659999999999995,0,,,0,0.64659999999999995 -coef_drive_transit_ASC_heavyrail_shopping_eatout_othmaint_social_othdiscr_atwork,0.5403,0.5403,0,,,0,0.5403 -coef_drive_transit_ASC_lightrail_shopping_eatout_othmaint_social_othdiscr_atwork,0.53920000000000001,0.53920000000000001,0,,,0,0.53920000000000001 -coef_joint_auto_ASC_rh_shopping_eatout_othmaint_social_othdiscr,-7,-7,0,,,0,-7 -coef_joint_auto_ASC_sr2_shopping,2.7753435280365912,0.58750000000000002,0,,,0,2.7753435280365912 -coef_joint_auto_ASC_sr3p_shopping,-19.06434075519855,-19.045400000000001,0,,,0,-19.06434075519855 -coef_joint_auto_ASC_walk_shopping,-23.468835890078797,-23.468800000000002,0,,,0,-23.468835890078797 -coef_joint_bike_ASC_rh_shopping_eatout_othmaint_social_othdiscr,-12.3057,-12.3057,0,,,0,-12.3057 -coef_joint_bike_ASC_walk_shopping,-7.0476000000000001,-7.0476000000000001,0,,,0,-7.0476000000000001 -coef_joint_drive_transit_ASC_commuter_shopping_eatout_othmaint_social_othdiscr,0.51290000000000002,0.51290000000000002,0,,,0,0.51290000000000002 -coef_joint_drive_transit_ASC_express_shopping_eatout_othmaint_social_othdiscr,0.66479999999999995,0.66479999999999995,0,,,0,0.66479999999999995 -coef_joint_drive_transit_ASC_ferry_shopping_eatout_othmaint_social_othdiscr,0.64659999999999995,0.64659999999999995,0,,,0,0.64659999999999995 -coef_joint_drive_transit_ASC_heavyrail_shopping_eatout_othmaint_social_othdiscr,0.5403,0.5403,0,,,0,0.5403 -coef_joint_drive_transit_ASC_lightrail_shopping_eatout_othmaint_social_othdiscr,0.53920000000000001,0.53920000000000001,0,,,0,0.53920000000000001 -coef_joint_drive_transit_ASC_rh_shopping_eatout_othmaint_social_othdiscr,4.6138000000000003,4.6138000000000003,0,,,0,4.6138000000000003 -coef_joint_ride_hail_ASC_sr2_shopping_eatout_othmaint_social_othdiscr,-7,-7,0,,,0,-7 -coef_joint_ride_hail_ASC_sr3p_shopping_eatout_othmaint_social_othdiscr,-7,-7,0,,,0,-7 -coef_joint_ride_hail_ASC_taxi_shopping_eatout_othmaint_social_othdiscr,-7,-7,0,,,0,-7 -coef_joint_ride_hail_ASC_tnc_single_shopping_eatout_othmaint_social_othdiscr,-4.7339000000000002,-4.7339000000000002,0,,,0,-4.7339000000000002 -coef_joint_ride_hail_ASC_walk_shopping_eatout_othmaint_social_othdiscr,-7,-7,0,,,0,-7 -coef_joint_walk_ASC_rh_shopping_eatout_othmaint_social_othdiscr,-3.0362,-3.0362,0,,,0,-3.0362 -coef_joint_walk_transit_ASC_commuter_shopping_eatout_othmaint_social_othdiscr,0.51290000000000002,0.51290000000000002,0,,,0,0.51290000000000002 -coef_joint_walk_transit_ASC_express_shopping_eatout_othmaint_social_othdiscr,0.66479999999999995,0.66479999999999995,0,,,0,0.66479999999999995 -coef_joint_walk_transit_ASC_ferry_shopping_eatout_othmaint_social_othdiscr,0.64659999999999995,0.64659999999999995,0,,,0,0.64659999999999995 -coef_joint_walk_transit_ASC_heavyrail_shopping_eatout_othmaint_social_othdiscr,21.596514314322803,0.5403,0,,,0,21.596514314322803 -coef_joint_walk_transit_ASC_lightrail_shopping_eatout_othmaint_social_othdiscr,0.92447712850041863,0.53920000000000001,0,,,0,0.92447712850041863 -coef_joint_walk_transit_ASC_rh_shopping_eatout_othmaint_social_othdiscr,3.132294016909416,1.2265999999999999,0,,,0,3.132294016909416 -coef_joint_walk_transit_ASC_sr2_shopping,-21.576802070713498,-21.576799999999999,0,,,0,-21.576802070713498 -coef_joint_walk_transit_ASC_sr3p_shopping,-25.595300009753458,-25.595300000000002,0,,,0,-25.595300009753458 -coef_joint_walk_transit_ASC_walk_shopping,-101.70152139850924,-0.54720000000000002,0,,,0,-101.70152139850924 -coef_sov_ASC_walk_shopping,-3.7867423367407271,-1.4765999999999999,0,,,0,-3.7867423367407271 -coef_sr2_ASC_sr2_shopping,1.7463545613015568,1.3765000000000001,0,,,0,1.7463545613015568 -coef_sr2_ASC_walk_shopping,-3.6530756986244408,-0.11169999999999999,0,,,0,-3.6530756986244408 -coef_sr3p_ASC_sr2_shopping,0.33630630204547912,-0.078100000000000003,0,,,0,0.33630630204547912 -coef_sr3p_ASC_sr3p_shopping,1.6427397418976948,1.3394999999999999,0,,,0,1.6427397418976948 -coef_sr3p_ASC_walk_shopping,-3.9191286556878429,-0.50790000000000002,0,,,0,-3.9191286556878429 -coef_walk_transit_ASC_commuter_shopping_eatout_othmaint_social_othdiscr_atwork,0.51290000000000002,0.51290000000000002,0,,,0,0.51290000000000002 -coef_walk_transit_ASC_express_shopping_eatout_othmaint_social_othdiscr_atwork,0.66479999999999995,0.66479999999999995,0,,,0,0.66479999999999995 -coef_walk_transit_ASC_ferry_shopping_eatout_othmaint_social_othdiscr_atwork,0.64659999999999995,0.64659999999999995,0,,,0,0.64659999999999995 -coef_walk_transit_ASC_heavyrail_shopping_eatout_othmaint_social_othdiscr_atwork,0.92621641961993106,0.5403,0,,,0,0.92621641961993106 -coef_walk_transit_ASC_lightrail_shopping_eatout_othmaint_social_othdiscr_atwork,0.83136133693868486,0.53920000000000001,0,,,0,0.83136133693868486 -coef_walk_transit_ASC_sr2_shopping,-2.1233168743409747,-4.0114999999999998,0,,,0,-2.1233168743409747 -coef_walk_transit_ASC_sr3p_shopping,-91.093530857559287,-4.3852000000000002,0,,,0,-91.093530857559287 -coef_walk_transit_ASC_walk_shopping,-0.81350805532373194,-0.1943,0,,,0,-0.81350805532373194 -coef_bike_ASC_walk_eatout,-174.81611515878677,-2.6989999999999998,0,,,0,-174.81611515878677 -coef_joint_auto_ASC_sr2_eatout_othmaint_social_othdiscr,0.38104442976260161,-0.063399999999999998,0,,,0,0.38104442976260161 -coef_joint_auto_ASC_sr3p_eatout_othmaint_social_othdiscr,0.38908646769235944,-0.16250000000000001,0,,,0,0.38908646769235944 -coef_joint_auto_ASC_walk_eatout_othmaint_social_othdiscr,-4.3794314087625494,-0.71440000000000003,0,,,0,-4.3794314087625494 -coef_joint_bike_ASC_walk_eatout,-15.5588,-15.5588,0,,,0,-15.5588 -coef_joint_walk_transit_ASC_sr2_eatout,-14.914319758236871,-14.913399999999999,0,,,0,-14.914319758236871 -coef_joint_walk_transit_ASC_sr3p_eatout,-16.758772307649721,-16.758700000000001,0,,,0,-16.758772307649721 -coef_joint_walk_transit_ASC_walk_eatout,1.1018580418672292,2.3016999999999999,0,,,0,1.1018580418672292 -coef_ride_hail_ASC_sr2_eatout_social_othdiscr,-16.851845961332685,-5.9691999999999998,0,,,0,-16.851845961332685 -coef_ride_hail_ASC_sr3p_eatout_social_othdiscr,-11.873288203497911,-6.7199,0,,,0,-11.873288203497911 -coef_ride_hail_ASC_taxi_eatout_social_othdiscr,-2.5632427324461902,-2.5543,0,,,0,-2.5632427324461902 -coef_ride_hail_ASC_tnc_single_eatout_social_othdiscr,23.995880104391915,0.82740000000000002,0,,,0,23.995880104391915 -coef_ride_hail_ASC_walk_eatout_social_othdiscr,-17.718714023749605,-3.3603000000000001,0,,,0,-17.718714023749605 -coef_sov_ASC_walk_eatout,-2.6337956057242367,-1.3443000000000001,0,,,0,-2.6337956057242367 -coef_sr2_ASC_sr2_eatout,1.1016400029858922,0.99709999999999999,0,,,0,1.1016400029858922 -coef_sr2_ASC_walk_eatout,-4.5471769897543872,-0.072900000000000006,0,,,0,-4.5471769897543872 -coef_sr3p_ASC_sr2_eatout,-0.21320006188848084,-0.31780000000000003,0,,,0,-0.21320006188848084 -coef_sr3p_ASC_sr3p_eatout,1.474080431715626,1.3323,0,,,0,1.474080431715626 -coef_sr3p_ASC_walk_eatout,-2.5082484326697068,-0.043400000000000001,0,,,0,-2.5082484326697068 -coef_walk_transit_ASC_rh_eatout_social_othdiscr,-2.6584911065153216,-4.7507999999999999,0,,,0,-2.6584911065153216 -coef_walk_transit_ASC_sr2_eatout,-2.0069285824622241,-3.1434000000000002,0,,,0,-2.0069285824622241 -coef_walk_transit_ASC_sr3p_eatout,-2.5231634577013793,-3.8519999999999999,0,,,0,-2.5231634577013793 -coef_walk_transit_ASC_walk_eatout,0.16642876905750803,1.3504,0,,,0,0.16642876905750803 -coef_bike_ASC_walk_othmaint,-0.784009151847747,-0.5706,0,,,0,-0.784009151847747 -coef_ivt_othmaint_social,-0.012116004199731105,-0.017500000000000002,0,,,0,-0.012116004199731105 -coef_joint_bike_ASC_walk_othmaint,-13.5192,-13.5192,0,,,0,-13.5192 -coef_joint_walk_transit_ASC_sr2_othmaint,-11.323061152682898,-5.3230000000000004,0,,,0,-11.323061152682898 -coef_joint_walk_transit_ASC_sr3p_othmaint,-44.010114035526179,-3.9563000000000001,0,,,0,-44.010114035526179 -coef_joint_walk_transit_ASC_walk_othmaint,-73.569639938685185,1.1876,0,,,0,-73.569639938685185 -coef_sov_ASC_walk_othmaint,-4.4263069274933464,-1.2992999999999999,0,,,0,-4.4263069274933464 -coef_sr2_ASC_sr2_othmaint,0.93483638812856495,0.85740000000000005,0,,,0,0.93483638812856495 -coef_sr2_ASC_walk_othmaint,-3.1386920238871761,-0.59889999999999999,0,,,0,-3.1386920238871761 -coef_sr3p_ASC_sr2_othmaint,0.042063533996837946,-0.29580000000000001,0,,,0,0.042063533996837946 -coef_sr3p_ASC_sr3p_othmaint,1.1283362600967743,0.95269999999999999,0,,,0,1.1283362600967743 -coef_sr3p_ASC_walk_othmaint,-5.0664087819757082,0.042200000000000001,0,,,0,-5.0664087819757082 -coef_walk_transit_ASC_sr2_othmaint,-34.674600000130781,-34.674599999999998,0,,,0,-34.674600000130781 -coef_walk_transit_ASC_sr3p_othmaint,-29.385800207697873,-29.3858,0,,,0,-29.385800207697873 -coef_walk_transit_ASC_walk_othmaint,-0.28811698789154394,0.7248,0,,,0,-0.28811698789154394 -coef_bike_ASC_walk_social,-13.240952180972661,-13.2384,0,,,0,-13.240952180972661 -coef_joint_bike_ASC_walk_social,-26.171399999999998,-26.171399999999998,0,,,0,-26.171399999999998 -coef_joint_walk_transit_ASC_sr2_social,-20.502199999999998,-20.502199999999998,0,,,0,-20.502199999999998 -coef_joint_walk_transit_ASC_sr3p_social,-34.7378,-34.7378,0,,,0,-34.7378 -coef_joint_walk_transit_ASC_walk_social,-2.3852136661883132,-2.1301000000000001,0,,,0,-2.3852136661883132 -coef_sov_ASC_walk_social,-25.269332635237305,-1.8077000000000001,0,,,0,-25.269332635237305 -coef_sr2_ASC_sr2_social,0.76826858270381293,0.56630000000000003,0,,,0,0.76826858270381293 -coef_sr2_ASC_walk_social,-2.8506566329280796,-0.79320000000000002,0,,,0,-2.8506566329280796 -coef_sr3p_ASC_sr2_social,-0.12234716443959485,-0.15559999999999999,0,,,0,-0.12234716443959485 -coef_sr3p_ASC_sr3p_social,1.2106868400711996,0.83309999999999995,0,,,0,1.2106868400711996 -coef_sr3p_ASC_walk_social,-3.0801131342084651,-0.31340000000000001,0,,,0,-3.0801131342084651 -coef_walk_transit_ASC_sr2_social,-2.0645343270844863,-3.3662999999999998,0,,,0,-2.0645343270844863 -coef_walk_transit_ASC_sr3p_social,-21.63090014868768,-21.6309,0,,,0,-21.63090014868768 -coef_walk_transit_ASC_walk_social,-2.3146041098832506,-0.7651,0,,,0,-2.3146041098832506 -coef_bike_ASC_walk_othdiscr,-1.3971872234012017,-1.3576999999999999,0,,,0,-1.3971872234012017 -coef_joint_bike_ASC_walk_othdiscr,-14.444000000000001,-14.444000000000001,0,,,0,-14.444000000000001 -coef_joint_walk_transit_ASC_sr2_othdiscr,-14.9801,-14.9801,0,,,0,-14.9801 -coef_joint_walk_transit_ASC_sr3p_othdiscr,-16.735567652638597,-16.735399999999998,0,,,0,-16.735567652638597 -coef_joint_walk_transit_ASC_walk_othdiscr,-25.948044836941285,-0.0023999999999999998,0,,,0,-25.948044836941285 -coef_sov_ASC_walk_othdiscr,-4.9397828512902819,-1.5507,0,,,0,-4.9397828512902819 -coef_sr2_ASC_sr2_othdiscr,0.85570357875378389,0.74780000000000002,0,,,0,0.85570357875378389 -coef_sr2_ASC_walk_othdiscr,-2.4704700572535603,-0.026800000000000001,0,,,0,-2.4704700572535603 -coef_sr3p_ASC_sr2_othdiscr,-0.41762969659077742,-0.61419999999999997,0,,,0,-0.41762969659077742 -coef_sr3p_ASC_sr3p_othdiscr,0.84494437659483101,0.73980000000000001,0,,,0,0.84494437659483101 -coef_sr3p_ASC_walk_othdiscr,-5.841028145506157,-0.5272,0,,,0,-5.841028145506157 -coef_walk_transit_ASC_sr2_othdiscr,-1.2322243797539427,-2.7589999999999999,0,,,0,-1.2322243797539427 -coef_walk_transit_ASC_sr3p_othdiscr,-1.1992638422488842,-2.5125999999999999,0,,,0,-1.1992638422488842 -coef_walk_transit_ASC_walk_othdiscr,-0.98049723049553139,-0.49969999999999998,0,,,0,-0.98049723049553139 +,value,initvalue,nullvalue,minimum,maximum,best +-999,-999,-999,-999,-999,-999,-999 +1,1,1,1,1,1,1 +coef_age010_trn,0.36055093747501515,0,0,,,0.36055093747501515 +coef_age1619_da,0.34452990003908374,0,0,,,0.34452990003908374 +coef_age16p_sr,-0.15188561974324261,0,0,,,-0.15188561974324261 +coef_bike_ASC_rh,-7,-7,0,-7,-7,-7 +coef_bike_ASC_walk_work,-2.6591723273807126,-1.8332999999999999,0,,,-2.6591723273807126 +coef_drive_transit_ASC_commuter_work,0.42650515313601794,0.4012,0,,,0.42650515313601794 +coef_drive_transit_ASC_express_work,-0.35539999999999999,-0.35539999999999999,0,,,-0.35539999999999999 +coef_drive_transit_ASC_ferry_work,0.52769999999999995,0.52769999999999995,0,,,0.52769999999999995 +coef_drive_transit_ASC_heavyrail_work,-11.994127899898398,0.3538,0,,,-11.994127899898398 +coef_drive_transit_ASC_lightrail_work,-10.300240827222716,0.46210000000000001,0,,,-10.300240827222716 +coef_drive_transit_ASC_rh,-162.17158272141376,-4.25,0,,,-162.17158272141376 +coef_hhsize1_sr,-0.89092943199297148,-0.73460000000000003,0,,,-0.89092943199297148 +coef_hhsize2_sr,0.039652734237525036,0,0,,,0.039652734237525036 +coef_ivt_work,-0.010154908820341358,-0.021999999999999999,0,,,-0.010154908820341358 +coef_joint_auto_ASC_rh_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_auto_ASC_sr2_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_auto_ASC_sr3p_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_auto_ASC_walk_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_bike_ASC_rh_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_bike_ASC_walk_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_drive_transit_ASC_commuter_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_drive_transit_ASC_express_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_drive_transit_ASC_ferry_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_drive_transit_ASC_heavyrail_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_drive_transit_ASC_lightrail_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_drive_transit_ASC_rh_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_ride_hail_ASC_sr2_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_ride_hail_ASC_sr3p_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_ride_hail_ASC_taxi_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_ride_hail_ASC_tnc_shared,0,0,0,,,0 +coef_joint_ride_hail_ASC_tnc_single_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_ride_hail_ASC_walk_transit,0,0,0,,,0 +coef_joint_ride_hail_ASC_walk_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_walk_ASC_rh_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_walk_transit_ASC_commuter_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_walk_transit_ASC_express_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_walk_transit_ASC_ferry_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_walk_transit_ASC_heavyrail_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_walk_transit_ASC_lightrail_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_walk_transit_ASC_rh_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_walk_transit_ASC_sr2_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_walk_transit_ASC_sr3p_work_univ_school_escort_atwork,0,0,0,,,0 +coef_joint_walk_transit_ASC_walk_work_univ_school_escort_atwork,0,0,0,,,0 +coef_nest_AUTO,0.71999999999999997,0.71999999999999997,1,0.71999999999999997,0.71999999999999997,0.71999999999999997 +coef_nest_AUTO_DRIVEALONE,0.34999999999999998,0.34999999999999998,1,0.34999999999999998,0.34999999999999998,0.34999999999999998 +coef_nest_AUTO_SHAREDRIDE2,0.34999999999999998,0.34999999999999998,1,0.34999999999999998,0.34999999999999998,0.34999999999999998 +coef_nest_AUTO_SHAREDRIDE3,0.34999999999999998,0.34999999999999998,1,0.34999999999999998,0.34999999999999998,0.34999999999999998 +coef_nest_NONMOTORIZED,0.71999999999999997,0.71999999999999997,1,0.71999999999999997,0.71999999999999997,0.71999999999999997 +coef_nest_RIDEHAIL,0.35999999999999999,0.35999999999999999,1,0.35999999999999999,0.35999999999999999,0.35999999999999999 +coef_nest_TRANSIT,0.71999999999999997,0.71999999999999997,1,0.71999999999999997,0.71999999999999997,0.71999999999999997 +coef_nest_TRANSIT_DRIVEACCESS,0.5,0.5,1,0.5,0.5,0.5 +coef_nest_TRANSIT_WALKACCESS,0.5,0.5,1,0.5,0.5,0.5 +coef_ride_hail_ASC_sr2_work,-24.964152977906629,-6.1079999999999997,0,,,-24.964152977906629 +coef_ride_hail_ASC_sr3p_work_escort_shopping_othmaint_atwork,-29.66185425032911,-7,0,,,-29.66185425032911 +coef_ride_hail_ASC_taxi_work,-2.5195664524629127,-2.3849999999999998,0,,,-2.5195664524629127 +coef_ride_hail_ASC_tnc_shared,23.268241084943003,0,0,,,23.268241084943003 +coef_ride_hail_ASC_tnc_single_work,23.984210218237873,0.73499999999999999,0,,,23.984210218237873 +coef_ride_hail_ASC_walk_transit,22.114586690634976,0,0,,,22.114586690634976 +coef_ride_hail_ASC_walk_work,21.771187507152565,0.2858,0,,,21.771187507152565 +coef_sov_ASC_rh_work_atwork,-7,-7,0,-7,-7,-7 +coef_sov_ASC_sr2_work_univ_school_shopping_eatout_othmaint_social_othdiscr_atwork,-999,-999,0,-999,-999,-999 +coef_sov_ASC_sr3p_work_univ_school_shopping_eatout_othmaint_social_othdiscr_atwork,-999,-999,0,-999,-999,-999 +coef_sov_ASC_walk_work,-3.007257338441883,-0.83979999999999999,0,,,-3.007257338441883 +coef_sr2_ASC_rh_work_school_escort_shopping_eatout_othmaint_social_othdiscr_atwork,-7,-7,0,-7,-7,-7 +coef_sr2_ASC_sr2_work,0.19745747776996045,0.0149,0,,,0.19745747776996045 +coef_sr2_ASC_sr3p,-999,-999,0,-999,-999,-999 +coef_sr2_ASC_walk_work,-2.2229353369557856,0.126,0,,,-2.2229353369557856 +coef_sr3p_ASC_rh_work,-71.917699999999996,-71.917699999999996,0,,,-71.917699999999996 +coef_sr3p_ASC_sr2_work,-0.95395070192885023,-1.1956,0,,,-0.95395070192885023 +coef_sr3p_ASC_sr3p_work,0.0022823628108995749,-0.18360000000000001,0,,,0.0022823628108995749 +coef_sr3p_ASC_walk_work,-2.3566238207046379,0.21709999999999999,0,,,-2.3566238207046379 +coef_walk_ASC_rh,-7,-7,0,-7,-7,-7 +coef_walk_transit_ASC_commuter_work,0.4012,0.4012,0,,,0.4012 +coef_walk_transit_ASC_express_work,-0.35539999999999999,-0.35539999999999999,0,,,-0.35539999999999999 +coef_walk_transit_ASC_ferry_work,0.52769999999999995,0.52769999999999995,0,,,0.52769999999999995 +coef_walk_transit_ASC_heavyrail_work,0.50253917060490561,0.3538,0,,,0.50253917060490561 +coef_walk_transit_ASC_lightrail_work,0.63259254210688642,0.46210000000000001,0,,,0.63259254210688642 +coef_walk_transit_ASC_rh_work,-2.8695420596058572,-3.7408000000000001,0,,,-2.8695420596058572 +coef_walk_transit_ASC_sr2_work,-2.2566861984974196,-3.6631,0,,,-2.2566861984974196 +coef_walk_transit_ASC_sr3p_work,-2.6534480546215211,-4.1314000000000002,0,,,-2.6534480546215211 +coef_walk_transit_ASC_walk_work,-0.39143818330516583,0.44319999999999998,0,,,-0.39143818330516583 +coef_bike_ASC_walk_univ,-0.33989999999999998,-0.33989999999999998,0,,,-0.33989999999999998 +coef_drive_transit_ASC_commuter_univ_school,0.90820000000000001,0.90820000000000001,0,,,0.90820000000000001 +coef_drive_transit_ASC_express_univ_school,0.32240000000000002,0.32240000000000002,0,,,0.32240000000000002 +coef_drive_transit_ASC_ferry_univ_school,1.7237,1.7237,0,,,1.7237 +coef_drive_transit_ASC_heavyrail_univ_school,0.84899999999999998,0.84899999999999998,0,,,0.84899999999999998 +coef_drive_transit_ASC_lightrail_univ_school,1.4436,1.4436,0,,,1.4436 +coef_ivt_univ_school,-0.0082670637836597533,-0.027099999999999999,0,,,-0.0082670637836597533 +coef_ride_hail_ASC_sr2_univ,-4.3372000000000002,-4.3372000000000002,0,,,-4.3372000000000002 +coef_ride_hail_ASC_sr3p_univ,-4.9219999999999997,-4.9219999999999997,0,,,-4.9219999999999997 +coef_ride_hail_ASC_taxi_univ,-1.5993999999999999,-1.5993999999999999,0,,,-1.5993999999999999 +coef_ride_hail_ASC_tnc_single_univ,0.1081,0.1081,0,,,0.1081 +coef_ride_hail_ASC_walk_univ_escort_shopping_othmaint,-26.322181448888141,-7,0,,,-26.322181448888141 +coef_sov_ASC_rh_univ,-6.649,-6.649,0,,,-6.649 +coef_sov_ASC_walk_univ,-1.0579000000000001,-1.0579000000000001,0,,,-1.0579000000000001 +coef_sr2_ASC_rh_univ,-6.6897000000000002,-6.6897000000000002,0,,,-6.6897000000000002 +coef_sr2_ASC_sr2_univ,0.4304,0.4304,0,,,0.4304 +coef_sr2_ASC_walk_univ,1.3041,1.3041,0,,,1.3041 +coef_sr3p_ASC_rh_univ_escort_shopping_eatout_othmaint_social_othdiscr,-7,-7,0,-7,-7,-7 +coef_sr3p_ASC_sr2_univ,-0.31169999999999998,-0.31169999999999998,0,,,-0.31169999999999998 +coef_sr3p_ASC_sr3p_univ,0.62929999999999997,0.62929999999999997,0,,,0.62929999999999997 +coef_sr3p_ASC_walk_univ,1.6793,1.6793,0,,,1.6793 +coef_walk_transit_ASC_commuter_univ_school,0.90820000000000001,0.90820000000000001,0,,,0.90820000000000001 +coef_walk_transit_ASC_express_univ_school,0.32240000000000002,0.32240000000000002,0,,,0.32240000000000002 +coef_walk_transit_ASC_ferry_univ_school,1.7237,1.7237,0,,,1.7237 +coef_walk_transit_ASC_heavyrail_univ_school,0.86656489716508533,0.84899999999999998,0,,,0.86656489716508533 +coef_walk_transit_ASC_lightrail_univ_school,1.5673078514811689,1.4436,0,,,1.5673078514811689 +coef_walk_transit_ASC_rh_univ,-4.2690999999999999,-4.2690999999999999,0,,,-4.2690999999999999 +coef_walk_transit_ASC_sr2_univ,-4.0049999999999999,-4.0049999999999999,0,,,-4.0049999999999999 +coef_walk_transit_ASC_sr3p_univ,-28.697199999999999,-28.697199999999999,0,,,-28.697199999999999 +coef_walk_transit_ASC_walk_univ,-1.0310999999999999,-1.0310999999999999,0,,,-1.0310999999999999 +coef_bike_ASC_walk_school,-106.06311357570786,-2.0331999999999999,0,,,-106.06311357570786 +coef_ride_hail_ASC_sr2_school,-17.561865296747161,-1.5869,0,,,-17.561865296747161 +coef_ride_hail_ASC_sr3p_school,-17.869354547202143,-2.5362,0,,,-17.869354547202143 +coef_ride_hail_ASC_taxi_school,-1.6385208722849591,-0.58689999999999998,0,,,-1.6385208722849591 +coef_ride_hail_ASC_tnc_single_school,23.693954665409134,0.3201,0,,,23.693954665409134 +coef_ride_hail_ASC_walk_school,-17.881587989266929,0.245,0,,,-17.881587989266929 +coef_sov_ASC_rh_school,-126.45615738910647,-5.6548999999999996,0,,,-126.45615738910647 +coef_sov_ASC_walk_school,-3.1154322443821076,-71.8977,0,,,-3.1154322443821076 +coef_sr2_ASC_sr2_school,-0.54053965419989403,-1.9335,0,,,-0.54053965419989403 +coef_sr2_ASC_walk_school,-2.0412093694429427,-1.0362,0,,,-2.0412093694429427 +coef_sr3p_ASC_rh_school,-167.92322922478724,-6.6714000000000002,0,,,-167.92322922478724 +coef_sr3p_ASC_sr2_school,-1.0175286592825254,-2.7406999999999999,0,,,-1.0175286592825254 +coef_sr3p_ASC_sr3p_school,0.19312416588689055,-1.7718,0,,,0.19312416588689055 +coef_sr3p_ASC_walk_school,-2.4447403802047534,-1.2126999999999999,0,,,-2.4447403802047534 +coef_walk_transit_ASC_rh_school,-4.3619869330314502,-7,0,,,-4.3619869330314502 +coef_walk_transit_ASC_sr2_school,-2.270274862864051,-4.2961,0,,,-2.270274862864051 +coef_walk_transit_ASC_sr3p_school,-2.4067383334703436,-3.8664999999999998,0,,,-2.4067383334703436 +coef_walk_transit_ASC_walk_school,-1.4950397618009084,-1.1828000000000001,0,,,-1.4950397618009084 +coef_bike_ASC_walk_escort,-13.520327232125497,-13.520300000000001,0,,,-13.520327232125497 +coef_drive_transit_ASC_commuter_escort,0.54420000000000002,0.54420000000000002,0,,,0.54420000000000002 +coef_drive_transit_ASC_express_escort,0.75470000000000004,0.75470000000000004,0,,,0.75470000000000004 +coef_drive_transit_ASC_ferry_escort,0.60050000000000003,0.60050000000000003,0,,,0.60050000000000003 +coef_drive_transit_ASC_heavyrail_escort,-14.234170107485145,0.56730000000000003,0,,,-14.234170107485145 +coef_drive_transit_ASC_lightrail_escort,0.5252,0.5252,0,,,0.5252 +coef_ivt_escort_shopping_eatout_othdiscr_atwork,-0.011935317751590301,-0.027900000000000001,0,,,-0.011935317751590301 +coef_ride_hail_ASC_sr2_escort_shopping_othmaint,-23.87393437250816,-5.6482999999999999,0,,,-23.87393437250816 +coef_ride_hail_ASC_taxi_escort_shopping_othmaint,-3.6645734090143596,-3.6629,0,,,-3.6645734090143596 +coef_ride_hail_ASC_tnc_single_escort_shopping_othmaint,24.219922267784732,0.78790000000000004,0,,,24.219922267784732 +coef_sov_ASC_rh_escort_shopping_eatout_othmaint_social_othdiscr,0,0,0,0,0,0 +coef_sov_ASC_sr2_escort,0,0,0,0,0,0 +coef_sov_ASC_sr3p_escort,0,0,0,0,0,0 +coef_sov_ASC_walk_escort,0,0,0,0,0,0 +coef_sr2_ASC_sr2_escort,0.48842589140865728,0.3533,0,,,0.48842589140865728 +coef_sr2_ASC_walk_escort,-25.486556155436141,-2.0528,0,,,-25.486556155436141 +coef_sr3p_ASC_sr2_escort,-0.20651374838779549,-0.26819999999999999,0,,,-0.20651374838779549 +coef_sr3p_ASC_sr3p_escort,0.89578731133543399,0.73580000000000001,0,,,0.89578731133543399 +coef_sr3p_ASC_walk_escort,-3.4160479693862773,-1.0075000000000001,0,,,-3.4160479693862773 +coef_walk_transit_ASC_commuter_escort,0.54420000000000002,0.54420000000000002,0,,,0.54420000000000002 +coef_walk_transit_ASC_express_escort,0.75470000000000004,0.75470000000000004,0,,,0.75470000000000004 +coef_walk_transit_ASC_ferry_escort,0.60050000000000003,0.60050000000000003,0,,,0.60050000000000003 +coef_walk_transit_ASC_heavyrail_escort,0.85028037339339679,0.56730000000000003,0,,,0.85028037339339679 +coef_walk_transit_ASC_lightrail_escort,1.12520509210183,0.5252,0,,,1.12520509210183 +coef_walk_transit_ASC_rh_escort_shopping_othmaint,-2.3595754865729988,-3.1135999999999999,0,,,-2.3595754865729988 +coef_walk_transit_ASC_sr2_escort,-1.0205990135822081,-2.6284000000000001,0,,,-1.0205990135822081 +coef_walk_transit_ASC_sr3p_escort,-184.69692639910483,-3.2073999999999998,0,,,-184.69692639910483 +coef_walk_transit_ASC_walk_escort,-88.120508523406016,-0.99739999999999995,0,,,-88.120508523406016 +coef_bike_ASC_walk_shopping,-23.156539428413335,-1.0245,0,,,-23.156539428413335 +coef_drive_transit_ASC_commuter_shopping_eatout_othmaint_social_othdiscr_atwork,0.51290000000000002,0.51290000000000002,0,,,0.51290000000000002 +coef_drive_transit_ASC_express_shopping_eatout_othmaint_social_othdiscr_atwork,0.66479999999999995,0.66479999999999995,0,,,0.66479999999999995 +coef_drive_transit_ASC_ferry_shopping_eatout_othmaint_social_othdiscr_atwork,0.64659999999999995,0.64659999999999995,0,,,0.64659999999999995 +coef_drive_transit_ASC_heavyrail_shopping_eatout_othmaint_social_othdiscr_atwork,0.5403,0.5403,0,,,0.5403 +coef_drive_transit_ASC_lightrail_shopping_eatout_othmaint_social_othdiscr_atwork,0.53920000000000001,0.53920000000000001,0,,,0.53920000000000001 +coef_joint_auto_ASC_rh_shopping_eatout_othmaint_social_othdiscr,-7,-7,0,,,-7 +coef_joint_auto_ASC_sr2_shopping,2.7753435280365912,0.58750000000000002,0,,,2.7753435280365912 +coef_joint_auto_ASC_sr3p_shopping,-19.06434075519855,-19.045400000000001,0,,,-19.06434075519855 +coef_joint_auto_ASC_walk_shopping,-23.468835890078797,-23.468800000000002,0,,,-23.468835890078797 +coef_joint_bike_ASC_rh_shopping_eatout_othmaint_social_othdiscr,-12.3057,-12.3057,0,,,-12.3057 +coef_joint_bike_ASC_walk_shopping,-7.0476000000000001,-7.0476000000000001,0,,,-7.0476000000000001 +coef_joint_drive_transit_ASC_commuter_shopping_eatout_othmaint_social_othdiscr,0.51290000000000002,0.51290000000000002,0,,,0.51290000000000002 +coef_joint_drive_transit_ASC_express_shopping_eatout_othmaint_social_othdiscr,0.66479999999999995,0.66479999999999995,0,,,0.66479999999999995 +coef_joint_drive_transit_ASC_ferry_shopping_eatout_othmaint_social_othdiscr,0.64659999999999995,0.64659999999999995,0,,,0.64659999999999995 +coef_joint_drive_transit_ASC_heavyrail_shopping_eatout_othmaint_social_othdiscr,0.5403,0.5403,0,,,0.5403 +coef_joint_drive_transit_ASC_lightrail_shopping_eatout_othmaint_social_othdiscr,0.53920000000000001,0.53920000000000001,0,,,0.53920000000000001 +coef_joint_drive_transit_ASC_rh_shopping_eatout_othmaint_social_othdiscr,4.6138000000000003,4.6138000000000003,0,,,4.6138000000000003 +coef_joint_ride_hail_ASC_sr2_shopping_eatout_othmaint_social_othdiscr,-7,-7,0,,,-7 +coef_joint_ride_hail_ASC_sr3p_shopping_eatout_othmaint_social_othdiscr,-7,-7,0,,,-7 +coef_joint_ride_hail_ASC_taxi_shopping_eatout_othmaint_social_othdiscr,-7,-7,0,,,-7 +coef_joint_ride_hail_ASC_tnc_single_shopping_eatout_othmaint_social_othdiscr,-4.7339000000000002,-4.7339000000000002,0,,,-4.7339000000000002 +coef_joint_ride_hail_ASC_walk_shopping_eatout_othmaint_social_othdiscr,-7,-7,0,,,-7 +coef_joint_walk_ASC_rh_shopping_eatout_othmaint_social_othdiscr,-3.0362,-3.0362,0,,,-3.0362 +coef_joint_walk_transit_ASC_commuter_shopping_eatout_othmaint_social_othdiscr,0.51290000000000002,0.51290000000000002,0,,,0.51290000000000002 +coef_joint_walk_transit_ASC_express_shopping_eatout_othmaint_social_othdiscr,0.66479999999999995,0.66479999999999995,0,,,0.66479999999999995 +coef_joint_walk_transit_ASC_ferry_shopping_eatout_othmaint_social_othdiscr,0.64659999999999995,0.64659999999999995,0,,,0.64659999999999995 +coef_joint_walk_transit_ASC_heavyrail_shopping_eatout_othmaint_social_othdiscr,21.596514314322803,0.5403,0,,,21.596514314322803 +coef_joint_walk_transit_ASC_lightrail_shopping_eatout_othmaint_social_othdiscr,0.92447712850041863,0.53920000000000001,0,,,0.92447712850041863 +coef_joint_walk_transit_ASC_rh_shopping_eatout_othmaint_social_othdiscr,3.132294016909416,1.2265999999999999,0,,,3.132294016909416 +coef_joint_walk_transit_ASC_sr2_shopping,-21.576802070713498,-21.576799999999999,0,,,-21.576802070713498 +coef_joint_walk_transit_ASC_sr3p_shopping,-25.595300009753458,-25.595300000000002,0,,,-25.595300009753458 +coef_joint_walk_transit_ASC_walk_shopping,-101.70152139850924,-0.54720000000000002,0,,,-101.70152139850924 +coef_sov_ASC_walk_shopping,-3.7867423367407271,-1.4765999999999999,0,,,-3.7867423367407271 +coef_sr2_ASC_sr2_shopping,1.7463545613015568,1.3765000000000001,0,,,1.7463545613015568 +coef_sr2_ASC_walk_shopping,-3.6530756986244408,-0.11169999999999999,0,,,-3.6530756986244408 +coef_sr3p_ASC_sr2_shopping,0.33630630204547912,-0.078100000000000003,0,,,0.33630630204547912 +coef_sr3p_ASC_sr3p_shopping,1.6427397418976948,1.3394999999999999,0,,,1.6427397418976948 +coef_sr3p_ASC_walk_shopping,-3.9191286556878429,-0.50790000000000002,0,,,-3.9191286556878429 +coef_walk_transit_ASC_commuter_shopping_eatout_othmaint_social_othdiscr_atwork,0.51290000000000002,0.51290000000000002,0,,,0.51290000000000002 +coef_walk_transit_ASC_express_shopping_eatout_othmaint_social_othdiscr_atwork,0.66479999999999995,0.66479999999999995,0,,,0.66479999999999995 +coef_walk_transit_ASC_ferry_shopping_eatout_othmaint_social_othdiscr_atwork,0.64659999999999995,0.64659999999999995,0,,,0.64659999999999995 +coef_walk_transit_ASC_heavyrail_shopping_eatout_othmaint_social_othdiscr_atwork,0.92621641961993106,0.5403,0,,,0.92621641961993106 +coef_walk_transit_ASC_lightrail_shopping_eatout_othmaint_social_othdiscr_atwork,0.83136133693868486,0.53920000000000001,0,,,0.83136133693868486 +coef_walk_transit_ASC_sr2_shopping,-2.1233168743409747,-4.0114999999999998,0,,,-2.1233168743409747 +coef_walk_transit_ASC_sr3p_shopping,-91.093530857559287,-4.3852000000000002,0,,,-91.093530857559287 +coef_walk_transit_ASC_walk_shopping,-0.81350805532373194,-0.1943,0,,,-0.81350805532373194 +coef_bike_ASC_walk_eatout,-174.81611515878677,-2.6989999999999998,0,,,-174.81611515878677 +coef_joint_auto_ASC_sr2_eatout_othmaint_social_othdiscr,0.38104442976260161,-0.063399999999999998,0,,,0.38104442976260161 +coef_joint_auto_ASC_sr3p_eatout_othmaint_social_othdiscr,0.38908646769235944,-0.16250000000000001,0,,,0.38908646769235944 +coef_joint_auto_ASC_walk_eatout_othmaint_social_othdiscr,-4.3794314087625494,-0.71440000000000003,0,,,-4.3794314087625494 +coef_joint_bike_ASC_walk_eatout,-15.5588,-15.5588,0,,,-15.5588 +coef_joint_walk_transit_ASC_sr2_eatout,-14.914319758236871,-14.913399999999999,0,,,-14.914319758236871 +coef_joint_walk_transit_ASC_sr3p_eatout,-16.758772307649721,-16.758700000000001,0,,,-16.758772307649721 +coef_joint_walk_transit_ASC_walk_eatout,1.1018580418672292,2.3016999999999999,0,,,1.1018580418672292 +coef_ride_hail_ASC_sr2_eatout_social_othdiscr,-16.851845961332685,-5.9691999999999998,0,,,-16.851845961332685 +coef_ride_hail_ASC_sr3p_eatout_social_othdiscr,-11.873288203497911,-6.7199,0,,,-11.873288203497911 +coef_ride_hail_ASC_taxi_eatout_social_othdiscr,-2.5632427324461902,-2.5543,0,,,-2.5632427324461902 +coef_ride_hail_ASC_tnc_single_eatout_social_othdiscr,23.995880104391915,0.82740000000000002,0,,,23.995880104391915 +coef_ride_hail_ASC_walk_eatout_social_othdiscr,-17.718714023749605,-3.3603000000000001,0,,,-17.718714023749605 +coef_sov_ASC_walk_eatout,-2.6337956057242367,-1.3443000000000001,0,,,-2.6337956057242367 +coef_sr2_ASC_sr2_eatout,1.1016400029858922,0.99709999999999999,0,,,1.1016400029858922 +coef_sr2_ASC_walk_eatout,-4.5471769897543872,-0.072900000000000006,0,,,-4.5471769897543872 +coef_sr3p_ASC_sr2_eatout,-0.21320006188848084,-0.31780000000000003,0,,,-0.21320006188848084 +coef_sr3p_ASC_sr3p_eatout,1.474080431715626,1.3323,0,,,1.474080431715626 +coef_sr3p_ASC_walk_eatout,-2.5082484326697068,-0.043400000000000001,0,,,-2.5082484326697068 +coef_walk_transit_ASC_rh_eatout_social_othdiscr,-2.6584911065153216,-4.7507999999999999,0,,,-2.6584911065153216 +coef_walk_transit_ASC_sr2_eatout,-2.0069285824622241,-3.1434000000000002,0,,,-2.0069285824622241 +coef_walk_transit_ASC_sr3p_eatout,-2.5231634577013793,-3.8519999999999999,0,,,-2.5231634577013793 +coef_walk_transit_ASC_walk_eatout,0.16642876905750803,1.3504,0,,,0.16642876905750803 +coef_bike_ASC_walk_othmaint,-0.784009151847747,-0.5706,0,,,-0.784009151847747 +coef_ivt_othmaint_social,-0.012116004199731105,-0.017500000000000002,0,,,-0.012116004199731105 +coef_joint_bike_ASC_walk_othmaint,-13.5192,-13.5192,0,,,-13.5192 +coef_joint_walk_transit_ASC_sr2_othmaint,-11.323061152682898,-5.3230000000000004,0,,,-11.323061152682898 +coef_joint_walk_transit_ASC_sr3p_othmaint,-44.010114035526179,-3.9563000000000001,0,,,-44.010114035526179 +coef_joint_walk_transit_ASC_walk_othmaint,-73.569639938685185,1.1876,0,,,-73.569639938685185 +coef_sov_ASC_walk_othmaint,-4.4263069274933464,-1.2992999999999999,0,,,-4.4263069274933464 +coef_sr2_ASC_sr2_othmaint,0.93483638812856495,0.85740000000000005,0,,,0.93483638812856495 +coef_sr2_ASC_walk_othmaint,-3.1386920238871761,-0.59889999999999999,0,,,-3.1386920238871761 +coef_sr3p_ASC_sr2_othmaint,0.042063533996837946,-0.29580000000000001,0,,,0.042063533996837946 +coef_sr3p_ASC_sr3p_othmaint,1.1283362600967743,0.95269999999999999,0,,,1.1283362600967743 +coef_sr3p_ASC_walk_othmaint,-5.0664087819757082,0.042200000000000001,0,,,-5.0664087819757082 +coef_walk_transit_ASC_sr2_othmaint,-34.674600000130781,-34.674599999999998,0,,,-34.674600000130781 +coef_walk_transit_ASC_sr3p_othmaint,-29.385800207697873,-29.3858,0,,,-29.385800207697873 +coef_walk_transit_ASC_walk_othmaint,-0.28811698789154394,0.7248,0,,,-0.28811698789154394 +coef_bike_ASC_walk_social,-13.240952180972661,-13.2384,0,,,-13.240952180972661 +coef_joint_bike_ASC_walk_social,-26.171399999999998,-26.171399999999998,0,,,-26.171399999999998 +coef_joint_walk_transit_ASC_sr2_social,-20.502199999999998,-20.502199999999998,0,,,-20.502199999999998 +coef_joint_walk_transit_ASC_sr3p_social,-34.7378,-34.7378,0,,,-34.7378 +coef_joint_walk_transit_ASC_walk_social,-2.3852136661883132,-2.1301000000000001,0,,,-2.3852136661883132 +coef_sov_ASC_walk_social,-25.269332635237305,-1.8077000000000001,0,,,-25.269332635237305 +coef_sr2_ASC_sr2_social,0.76826858270381293,0.56630000000000003,0,,,0.76826858270381293 +coef_sr2_ASC_walk_social,-2.8506566329280796,-0.79320000000000002,0,,,-2.8506566329280796 +coef_sr3p_ASC_sr2_social,-0.12234716443959485,-0.15559999999999999,0,,,-0.12234716443959485 +coef_sr3p_ASC_sr3p_social,1.2106868400711996,0.83309999999999995,0,,,1.2106868400711996 +coef_sr3p_ASC_walk_social,-3.0801131342084651,-0.31340000000000001,0,,,-3.0801131342084651 +coef_walk_transit_ASC_sr2_social,-2.0645343270844863,-3.3662999999999998,0,,,-2.0645343270844863 +coef_walk_transit_ASC_sr3p_social,-21.63090014868768,-21.6309,0,,,-21.63090014868768 +coef_walk_transit_ASC_walk_social,-2.3146041098832506,-0.7651,0,,,-2.3146041098832506 +coef_bike_ASC_walk_othdiscr,-1.3971872234012017,-1.3576999999999999,0,,,-1.3971872234012017 +coef_joint_bike_ASC_walk_othdiscr,-14.444000000000001,-14.444000000000001,0,,,-14.444000000000001 +coef_joint_walk_transit_ASC_sr2_othdiscr,-14.9801,-14.9801,0,,,-14.9801 +coef_joint_walk_transit_ASC_sr3p_othdiscr,-16.735567652638597,-16.735399999999998,0,,,-16.735567652638597 +coef_joint_walk_transit_ASC_walk_othdiscr,-25.948044836941285,-0.0023999999999999998,0,,,-25.948044836941285 +coef_sov_ASC_walk_othdiscr,-4.9397828512902819,-1.5507,0,,,-4.9397828512902819 +coef_sr2_ASC_sr2_othdiscr,0.85570357875378389,0.74780000000000002,0,,,0.85570357875378389 +coef_sr2_ASC_walk_othdiscr,-2.4704700572535603,-0.026800000000000001,0,,,-2.4704700572535603 +coef_sr3p_ASC_sr2_othdiscr,-0.41762969659077742,-0.61419999999999997,0,,,-0.41762969659077742 +coef_sr3p_ASC_sr3p_othdiscr,0.84494437659483101,0.73980000000000001,0,,,0.84494437659483101 +coef_sr3p_ASC_walk_othdiscr,-5.841028145506157,-0.5272,0,,,-5.841028145506157 +coef_walk_transit_ASC_sr2_othdiscr,-1.2322243797539427,-2.7589999999999999,0,,,-1.2322243797539427 +coef_walk_transit_ASC_sr3p_othdiscr,-1.1992638422488842,-2.5125999999999999,0,,,-1.1992638422488842 +coef_walk_transit_ASC_walk_othdiscr,-0.98049723049553139,-0.49969999999999998,0,,,-0.98049723049553139 diff --git a/activitysim/estimation/test/test_larch_estimation/test_tour_and_subtour_mode_choice.csv b/activitysim/estimation/test/test_larch_estimation/test_tour_and_subtour_mode_choice.csv index 487aec4e76..eb7dd67ad4 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_tour_and_subtour_mode_choice.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_tour_and_subtour_mode_choice.csv @@ -1,302 +1,302 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best --999,-999,-999,-999,-999,-999,1,-999 -1,1,1,1,1,1,1,1 -bike_ASC_auto_deficient_eatout,-95.05184217157273,-1.5691105999999999,0,,,0,-95.05184217157273 -bike_ASC_auto_sufficient_eatout,-1.464117844170342,-1.2003470999999999,0,,,0,-1.464117844170342 -bike_ASC_no_auto_eatout,7.2018489969700603,0.86807095999999995,0,,,0,7.2018489969700603 -coef_age010_trn_multiplier_eatout_escort_othdiscr_othmaint_shopping_social_work,0.71970855821176882,0,0,,,0,0.71970855821176882 -coef_age1619_da_multiplier_eatout_escort_othdiscr_othmaint_shopping_social_work,-0.019079686463276232,0,0,,,0,-0.019079686463276232 -coef_age16p_sr_multiplier_eatout_escort_othdiscr_othmaint_shopping_social,-1.1399641109136807,-1.3660000000000001,0,,,0,-1.1399641109136807 -coef_hhsize1_sr_multiplier_eatout_escort_othdiscr_othmaint_school_shopping_social_univ_atwork,0.020999157406492247,0,0,,,0,0.020999157406492247 -coef_hhsize2_sr_multiplier_eatout_escort_othdiscr_othmaint_shopping_social_work_atwork,-0.0039274834138578957,0,0,,,0,-0.0039274834138578957 -coef_ivt_eatout_escort_othdiscr_othmaint_shopping_social,-0.016936905425988552,-0.017500000000000002,0,,,0,-0.016936905425988552 -coef_nest_AUTO,0.71999999999999997,0.71999999999999997,1,,,1,0.71999999999999997 -coef_nest_AUTO_DRIVEALONE,0.34999999999999998,0.34999999999999998,1,,,1,0.34999999999999998 -coef_nest_AUTO_SHAREDRIDE2,0.34999999999999998,0.34999999999999998,1,,,1,0.34999999999999998 -coef_nest_AUTO_SHAREDRIDE3,0.34999999999999998,0.34999999999999998,1,,,1,0.34999999999999998 -coef_nest_NONMOTORIZED,0.71999999999999997,0.71999999999999997,1,,,1,0.71999999999999997 -coef_nest_RIDEHAIL,0.35999999999999999,0.35999999999999999,1,,,1,0.35999999999999999 -coef_nest_TRANSIT,0.71999999999999997,0.71999999999999997,1,,,1,0.71999999999999997 -coef_nest_TRANSIT_DRIVEACCESS,0.5,0.5,1,,,1,0.5 -coef_nest_TRANSIT_WALKACCESS,0.5,0.5,1,,,1,0.5 -commuter_rail_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,-38.790613234584711,0.72701850000000001,0,,,0,-38.790613234584711 -drive_ferry_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,0.94012379999999995,0.94012379999999995,0,,,0,0.94012379999999995 -drive_light_rail_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,-25.934367224180519,0.76895475000000002,0,,,0,-25.934367224180519 -drive_transit_ASC_auto_deficient_eatout,14.683282344019709,0.59980610000000001,0,,,0,14.683282344019709 -drive_transit_ASC_auto_sufficient_eatout,12.110507359997341,-0.96951586000000001,0,,,0,12.110507359997341 -drive_transit_ASC_no_auto_all,0,0,0,,,0,0 -drive_transit_CBD_ASC_eatout_escort_othdiscr_othmaint_shopping_social,0.5534042664919846,0.52500000000000002,0,,,0,0.5534042664919846 -express_bus_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,-61.526574455540178,0.96923159999999997,0,,,0,-61.526574455540178 -heavy_rail_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,-11.341188179738285,0.77061210000000002,0,,,0,-11.341188179738285 -joint_bike_ASC_auto_deficient_all,-154.53293340147803,-6.0764149999999999,0,,,0,-154.53293340147803 -joint_bike_ASC_auto_sufficient_all,-108.23845192023519,-6.3760656999999998,0,,,0,-108.23845192023519 -joint_bike_ASC_no_auto_all,-47.716366793432869,-2.8671598,0,,,0,-47.716366793432869 -joint_drive_transit_ASC_auto_deficient_all,-36.092321468347947,-5.9632215000000004,0,,,0,-36.092321468347947 -joint_drive_transit_ASC_auto_sufficient_all,-24.112388481073179,-8.0452849999999998,0,,,0,-24.112388481073179 -joint_drive_transit_ASC_no_auto_all,0,0,0,,,1,0 -joint_sr2_ASC_auto_deficient_all,0,0,0,,,1,0 -joint_sr2_ASC_auto_sufficient_all,0,0,0,,,1,0 -joint_sr2_ASC_no_auto_all,0,0,0,,,1,0 -joint_sr3p_ASC_auto_deficient_all,-5.3440373640659899,-1.8841692000000001,0,,,0,-5.3440373640659899 -joint_sr3p_ASC_auto_sufficient_all,-3.3313993635418799,-2.234826,0,,,0,-3.3313993635418799 -joint_sr3p_ASC_no_auto_all,0.97681497679456009,0.56306710000000004,0,,,0,0.97681497679456009 -joint_taxi_ASC_auto_deficient_all,-45.521802684568371,-9.8156999999999996,0,,,0,-45.521802684568371 -joint_taxi_ASC_auto_sufficient_all,-11.709899999999999,-11.709899999999999,0,,,1,-11.709899999999999 -joint_taxi_ASC_no_auto_all,-12.836772689761483,-4.5792000000000002,0,,,0,-12.836772689761483 -joint_tnc_shared_ASC_auto_deficient_all,-37.818891366620065,-11.1572,0,,,0,-37.818891366620065 -joint_tnc_shared_ASC_auto_sufficient_all,-13.205,-13.205,0,,,1,-13.205 -joint_tnc_shared_ASC_no_auto_all,-24.544220954818456,-4.3002000000000002,0,,,0,-24.544220954818456 -joint_tnc_single_ASC_auto_deficient_all,-51.742391051044301,-9.8961000000000006,0,,,0,-51.742391051044301 -joint_tnc_single_ASC_auto_sufficient_all,-14.0159,-14.0159,0,,,1,-14.0159 -joint_tnc_single_ASC_no_auto_all,-16.690109945634145,-4.4916999999999998,0,,,0,-16.690109945634145 -joint_walk_ASC_auto_deficient_all,-1.3109169286458668,-1.9607706,0,,,0,-1.3109169286458668 -joint_walk_ASC_auto_sufficient_all,-3.6267323534729816,-3.2352156999999999,0,,,0,-3.6267323534729816 -joint_walk_ASC_no_auto_all,0.96782165602250947,-0.21274700999999999,0,,,0,0.96782165602250947 -joint_walk_transit_ASC_auto_deficient_all,4.47692459281539,-5.1634482999999998,0,,,0,4.47692459281539 -joint_walk_transit_ASC_auto_sufficient_all,-18.266087843452436,-18.264534000000001,0,,,0,-18.266087843452436 -joint_walk_transit_ASC_no_auto_all,13.576834007614055,0.62292415000000001,0,,,0,13.576834007614055 -local_bus_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,-12.586753852403735,-0.090703264000000006,0,,,0,-12.586753852403735 -sr2_ASC_auto_deficient_eatout,0.23544005287595454,0.58823449999999999,0,,,0,0.23544005287595454 -sr2_ASC_auto_sufficient_eatout,0.45709380576692815,0.86280555000000003,0,,,0,0.45709380576692815 -sr2_ASC_no_auto_all,5.3017687689662525,0,0,,,0,5.3017687689662525 -sr3p_ASC_auto_deficient_eatout,-0.084427303598265835,0.046052360000000001,0,,,0,-0.084427303598265835 -sr3p_ASC_auto_sufficient_eatout,0.5022326090064464,0.84685960000000005,0,,,0,0.5022326090064464 -sr3p_ASC_no_auto_eatout,5.8000711004385348,0.3219998,0,,,0,5.8000711004385348 -taxi_ASC_auto_deficient_eatout_othdiscr_social,-34.267917620077426,-3.1316999999999999,0,,,0,-34.267917620077426 -taxi_ASC_auto_sufficient_eatout_othdiscr_social,-2.3771385102751132,-3.0373999999999999,0,,,0,-2.3771385102751132 -taxi_ASC_no_auto_eatout_othdiscr_social,-25.802108248945846,0.99229999999999996,0,,,0,-25.802108248945846 -tnc_shared_ASC_auto_deficient_eatout_othdiscr_social,-2.9229081712184213,-4.3575999999999997,0,,,0,-2.9229081712184213 -tnc_shared_ASC_auto_sufficient_eatout_othdiscr_social,-3.4681630975727953,-3.6638000000000002,0,,,0,-3.4681630975727953 -tnc_shared_ASC_no_auto_eatout_othdiscr_social,5.5019116236636574,0.64639999999999997,0,,,0,5.5019116236636574 -tnc_single_ASC_auto_deficient_eatout_othdiscr_social,-30.032668619901013,-2.9622999999999999,0,,,0,-30.032668619901013 -tnc_single_ASC_auto_sufficient_eatout_othdiscr_social,-2.0882587225999232,-2.3239000000000001,0,,,0,-2.0882587225999232 -tnc_single_ASC_no_auto_eatout_othdiscr_social,6.6972430765281166,1.6852,0,,,0,6.6972430765281166 -walk_ASC_auto_deficient_eatout,2.9644622570813723,3.2746050000000002,0,,,0,2.9644622570813723 -walk_ASC_auto_sufficient_eatout,0.80408030631941008,1.5516903,0,,,0,0.80408030631941008 -walk_ASC_no_auto_eatout,10.214310524095858,5.1251173000000003,0,,,0,10.214310524095858 -walk_ferry_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,0.94012379999999995,0.94012379999999995,0,,,0,0.94012379999999995 -walk_light_rail_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,-11.57159128546653,0.76895475000000002,0,,,0,-11.57159128546653 -walk_transit_ASC_auto_deficient_eatout,12.342017037167501,-0.038963240000000003,0,,,0,12.342017037167501 -walk_transit_ASC_auto_sufficient_eatout,10.754005322077003,-1.1126906000000001,0,,,0,10.754005322077003 -walk_transit_ASC_no_auto_eatout,20.50374109308898,2.5936368000000001,0,,,0,20.50374109308898 -walk_transit_CBD_ASC_eatout_escort_othdiscr_othmaint_shopping_social,0.69084760274299939,0.52500000000000002,0,,,0,0.69084760274299939 -bike_ASC_auto_deficient_escort,-80.815682010385316,-4.5279280000000002,0,,,0,-80.815682010385316 -bike_ASC_auto_sufficient_escort,-4.2321601413248553,-5.0631084,0,,,0,-4.2321601413248553 -bike_ASC_no_auto_escort,-82.613015375494186,-0.71621199999999996,0,,,0,-82.613015375494186 -drive_transit_ASC_auto_deficient_escort,12.026459792966101,-1.1537067000000001,0,,,0,12.026459792966101 -drive_transit_ASC_auto_sufficient_escort,-38.422040468436286,-4.6014246999999999,0,,,0,-38.422040468436286 -sr2_ASC_auto_deficient_escort,-0.028872449257253224,0,0,,,0,-0.028872449257253224 -sr2_ASC_auto_sufficient_escort,-0.44574542118914673,0,0,,,0,-0.44574542118914673 -sr3p_ASC_auto_deficient_escort,-0.24177007008960669,-0.40818766000000001,0,,,0,-0.24177007008960669 -sr3p_ASC_auto_sufficient_escort,-0.57332666707255331,-0.057412530000000003,0,,,0,-0.57332666707255331 -sr3p_ASC_no_auto_escort,-48.558116584856315,-1.8129267,0,,,0,-48.558116584856315 -taxi_ASC_auto_deficient_escort_othmaint_shopping,0.22119642025031605,0.17660000000000001,0,,,0,0.22119642025031605 -taxi_ASC_auto_sufficient_escort_othmaint_shopping,-1.8747078913779172,-1.8055000000000001,0,,,0,-1.8747078913779172 -taxi_ASC_no_auto_escort_othmaint_shopping,7.3609237955139406,1.8938999999999999,0,,,0,7.3609237955139406 -tnc_shared_ASC_auto_deficient_escort_othmaint_shopping,-0.24413343003260302,-0.38629999999999998,0,,,0,-0.24413343003260302 -tnc_shared_ASC_auto_sufficient_escort_othmaint_shopping,-2.7057545852498914,-2.4365000000000001,0,,,0,-2.7057545852498914 -tnc_shared_ASC_no_auto_escort_othmaint_shopping,6.659950525915475,0.93610000000000004,0,,,0,6.659950525915475 -tnc_single_ASC_auto_deficient_escort_othmaint_shopping,0.8961844796143621,0.67479999999999996,0,,,0,0.8961844796143621 -tnc_single_ASC_auto_sufficient_escort_othmaint_shopping,-1.7457428565324109,-1.45,0,,,0,-1.7457428565324109 -tnc_single_ASC_no_auto_escort_othmaint_shopping,7.4428007891764407,1.8605,0,,,0,7.4428007891764407 -walk_ASC_auto_deficient_escort,-103.0336443777916,-0.90204656000000005,0,,,0,-103.0336443777916 -walk_ASC_auto_sufficient_escort,-2.1951400279195017,-0.81160659999999996,0,,,0,-2.1951400279195017 -walk_ASC_no_auto_escort,7.3688522520263184,2.8012068000000001,0,,,0,7.3688522520263184 -walk_transit_ASC_auto_deficient_escort,8.7582882394391213,-4.9607039999999998,0,,,0,8.7582882394391213 -walk_transit_ASC_auto_sufficient_escort,7.5679819008069709,-4.9348470000000004,0,,,0,7.5679819008069709 -walk_transit_ASC_no_auto_escort,-44.292550039991539,-2.2172081000000001,0,,,0,-44.292550039991539 -bike_ASC_auto_deficient_othdiscr,0.22855250662092905,-0.092468339999999996,0,,,0,0.22855250662092905 -bike_ASC_auto_sufficient_othdiscr,-1.9167540400011813,-1.0714596999999999,0,,,0,-1.9167540400011813 -bike_ASC_no_auto_othdiscr,5.4577562038310869,-0.37642320000000001,0,,,0,5.4577562038310869 -drive_transit_ASC_auto_deficient_othdiscr,-61.370153497008388,0.31993080000000002,0,,,0,-61.370153497008388 -drive_transit_ASC_auto_sufficient_othdiscr,11.330970889251063,-0.37859169999999998,0,,,0,11.330970889251063 -sr2_ASC_auto_deficient_othdiscr,0.73863776841688022,0.6601513,0,,,0,0.73863776841688022 -sr2_ASC_auto_sufficient_othdiscr,0.1229837233438586,0.49684616999999998,0,,,0,0.1229837233438586 -sr3p_ASC_auto_deficient_othdiscr,0.935476440999231,1.0470965999999999,0,,,0,0.935476440999231 -sr3p_ASC_auto_sufficient_othdiscr,0.24598820830201615,0.58850205,0,,,0,0.24598820830201615 -sr3p_ASC_no_auto_othdiscr,6.4061820861081387,0.27216901999999998,0,,,0,6.4061820861081387 -walk_ASC_auto_deficient_othdiscr,1.6258274516143363,2.2494074999999998,0,,,0,1.6258274516143363 -walk_ASC_auto_sufficient_othdiscr,1.0941805514117351,1.2633475999999999,0,,,0,1.0941805514117351 -walk_ASC_no_auto_othdiscr,8.7710297682817657,3.2665945999999999,0,,,0,8.7710297682817657 -walk_transit_ASC_auto_deficient_othdiscr,13.266819655208037,0.95308839999999995,0,,,0,13.266819655208037 -walk_transit_ASC_auto_sufficient_othdiscr,11.302586771209716,-0.80636792999999996,0,,,0,11.302586771209716 -walk_transit_ASC_no_auto_othdiscr,20.427662059570103,2.2437784999999999,0,,,0,20.427662059570103 -bike_ASC_auto_deficient_othmaint,-1.5527604047004422,-1.5184648999999999,0,,,0,-1.5527604047004422 -bike_ASC_auto_sufficient_othmaint,-2.4841948233012818,-2.8083024000000001,0,,,0,-2.4841948233012818 -bike_ASC_no_auto_othmaint,7.0881917223708513,1.5394334000000001,0,,,0,7.0881917223708513 -drive_transit_ASC_auto_deficient_othmaint,-65.867616159128147,-0.29943228,0,,,0,-65.867616159128147 -drive_transit_ASC_auto_sufficient_othmaint,-32.152894844805871,-2.6249478000000002,0,,,0,-32.152894844805871 -sr2_ASC_auto_deficient_othmaint,-0.17432511879711185,0.26215270000000002,0,,,0,-0.17432511879711185 -sr2_ASC_auto_sufficient_othmaint,0.22153081726667476,0.25817883000000003,0,,,0,0.22153081726667476 -sr3p_ASC_auto_deficient_othmaint,-1.7678027401708742,-1.3493925,0,,,0,-1.7678027401708742 -sr3p_ASC_auto_sufficient_othmaint,-0.25110618149419051,-0.075498670000000004,0,,,0,-0.25110618149419051 -sr3p_ASC_no_auto_othmaint,4.5931064543486562,-0.80318540000000005,0,,,0,4.5931064543486562 -walk_ASC_auto_deficient_othmaint,1.8335810139202195,1.3690404,0,,,0,1.8335810139202195 -walk_ASC_auto_sufficient_othmaint,0.88973692144242589,0.79996339999999999,0,,,0,0.88973692144242589 -walk_ASC_no_auto_othmaint,6.2906587601839359,1.287299,0,,,0,6.2906587601839359 -walk_transit_ASC_auto_deficient_othmaint,9.407080733783447,-3.0597257999999998,0,,,0,9.407080733783447 -walk_transit_ASC_auto_sufficient_othmaint,10.958165434769871,-1.5471172,0,,,0,10.958165434769871 -walk_transit_ASC_no_auto_othmaint,20.617092448325504,2.5643455999999998,0,,,0,20.617092448325504 -bike_ASC_auto_deficient_school,-0.41778199451832254,-0.52806779999999998,0,,,0,-0.41778199451832254 -bike_ASC_auto_sufficient_school,-3.5078886893560863,-2.1134686,0,,,0,-3.5078886893560863 -bike_ASC_no_auto_school,-28.724176190313326,12.098735,0,,,0,-28.724176190313326 -coef_age010_trn_multiplier_school_univ,-1.1120244370243391,-1.5548,0,,,0,-1.1120244370243391 -coef_age1619_da_multiplier_school_univ,-1.5951711270563249,-1.3813,0,,,0,-1.5951711270563249 -coef_age16p_sr_multiplier_school_univ_work_atwork,-0.72100839095028546,0,0,,,0,-0.72100839095028546 -coef_hhsize2_sr_multiplier_school_univ,-0.53400766253899179,-0.63590000000000002,0,,,0,-0.53400766253899179 -coef_ivt_school_univ,-0.021192297603561172,-0.0224,0,,,0,-0.021192297603561172 -commuter_rail_ASC_school_univ,-32.353210620182892,1.0336205999999999,0,,,0,-32.353210620182892 -drive_ferry_ASC_school_univ,2.0202317000000001,2.0202317000000001,0,,,0,2.0202317000000001 -drive_light_rail_ASC_school_univ,-19.108400881329299,1.6814003,0,,,0,-19.108400881329299 -drive_transit_ASC_auto_deficient_school,-95.982095698903436,5.3252654000000001,0,,,0,-95.982095698903436 -drive_transit_ASC_auto_sufficient_school,-46.151623937860776,1.4013500000000001,0,,,0,-46.151623937860776 -drive_transit_CBD_ASC_school_univ,62.459413404223476,0.67200000000000004,0,,,0,62.459413404223476 -express_bus_ASC_school_univ,0.32496937999999997,0.32496937999999997,0,,,0,0.32496937999999997 -heavy_rail_ASC_school_univ,-12.380133019206522,0.96200377000000004,0,,,0,-12.380133019206522 -local_bus_ASC_school_univ,-13.872178494981991,-0.065086210000000005,0,,,0,-13.872178494981991 -sr2_ASC_auto_deficient_school,0.11627333557951013,0.12474365,0,,,0,0.11627333557951013 -sr2_ASC_auto_sufficient_school,-1.6466117937376035,-1.6062657,0,,,0,-1.6466117937376035 -sr3p_ASC_auto_deficient_school,0.72079329001052006,0.71495710000000001,0,,,0,0.72079329001052006 -sr3p_ASC_auto_sufficient_school,-1.1869716638057384,-1.0201935,0,,,0,-1.1869716638057384 -sr3p_ASC_no_auto_school,-6.0240829874137232,-6.0240827000000001,0,,,0,-6.0240829874137232 -taxi_ASC_auto_deficient_school,1.5929016972992514,-0.33379999999999999,0,,,0,1.5929016972992514 -taxi_ASC_auto_sufficient_school,-1.6320342977823235,-2.4293999999999998,0,,,0,-1.6320342977823235 -taxi_ASC_no_auto_school_univ,-7,-7,0,,,1,-7 -tnc_shared_ASC_auto_deficient_school,0.96832753972334895,-1.4745999999999999,0,,,0,0.96832753972334895 -tnc_shared_ASC_auto_sufficient_school,-2.7739120530297634,-3.7219000000000002,0,,,0,-2.7739120530297634 -tnc_shared_ASC_no_auto_school,-7,-7,0,,,1,-7 -tnc_single_ASC_auto_deficient_school,-3.3648846265737218,-0.5524,0,,,0,-3.3648846265737218 -tnc_single_ASC_auto_sufficient_school,-2.3704008497944398,-2.8374999999999999,0,,,0,-2.3704008497944398 -tnc_single_ASC_no_auto_school,-7,-7,0,,,1,-7 -walk_ASC_auto_deficient_school,3.2349172133905824,3.2573623999999999,0,,,0,3.2349172133905824 -walk_ASC_auto_sufficient_school,0.69222756273388997,0.64768559999999997,0,,,0,0.69222756273388997 -walk_ASC_no_auto_school,31.884868503149736,18.414556999999999,0,,,0,31.884868503149736 -walk_ferry_ASC_school_univ,2.0202317000000001,2.0202317000000001,0,,,0,2.0202317000000001 -walk_light_rail_ASC_school_univ,-12.140651343565191,1.6814003,0,,,0,-12.140651343565191 -walk_transit_ASC_auto_deficient_school,17.064091325381543,4.1207079999999996,0,,,0,17.064091325381543 -walk_transit_ASC_auto_sufficient_school,14.160601613148902,0.74590873999999996,0,,,0,14.160601613148902 -walk_transit_ASC_no_auto_school,48.738094718979411,21.383749000000002,0,,,0,48.738094718979411 -walk_transit_CBD_ASC_school_univ,0.78788966521195125,0.67200000000000004,0,,,0,0.78788966521195125 -bike_ASC_auto_deficient_shopping,-0.98208504158712495,-0.87584466000000005,0,,,0,-0.98208504158712495 -bike_ASC_auto_sufficient_shopping,-4.7656989395473435,-2.5662102999999998,0,,,0,-4.7656989395473435 -bike_ASC_no_auto_shopping,6.3473397917421011,0.83415550000000005,0,,,0,6.3473397917421011 -drive_transit_ASC_auto_deficient_shopping,-69.120302733575414,-0.41849177999999998,0,,,0,-69.120302733575414 -drive_transit_ASC_auto_sufficient_shopping,-74.360368326848842,-2.1718937999999999,0,,,0,-74.360368326848842 -sr2_ASC_auto_deficient_shopping,0.34099442656713952,0.24409755999999999,0,,,0,0.34099442656713952 -sr2_ASC_auto_sufficient_shopping,0.14451282933821491,0.19770707000000001,0,,,0,0.14451282933821491 -sr3p_ASC_auto_deficient_shopping,-0.26249087797911946,-0.073370166000000001,0,,,0,-0.26249087797911946 -sr3p_ASC_auto_sufficient_shopping,-0.2963226415957782,-0.077571294999999998,0,,,0,-0.2963226415957782 -sr3p_ASC_no_auto_shopping,5.6484952721990362,-0.27978947999999998,0,,,0,5.6484952721990362 -walk_ASC_auto_deficient_shopping,2.8036057394781277,2.2701733000000002,0,,,0,2.8036057394781277 -walk_ASC_auto_sufficient_shopping,0.47346256501524292,0.73126630000000004,0,,,0,0.47346256501524292 -walk_ASC_no_auto_shopping,8.2155350323455529,2.3768772999999999,0,,,0,8.2155350323455529 -walk_transit_ASC_auto_deficient_shopping,11.256552971319946,-0.84765690000000005,0,,,0,11.256552971319946 -walk_transit_ASC_auto_sufficient_shopping,9.7542972055490029,-2.2036798000000002,0,,,0,9.7542972055490029 -walk_transit_ASC_no_auto_shopping,19.703542063063956,2.1067475999999998,0,,,0,19.703542063063956 -bike_ASC_auto_deficient_social,-0.26949163972926454,0.63452140000000001,0,,,0,-0.26949163972926454 -bike_ASC_auto_sufficient_social,-0.85401921523485835,-1.368071,0,,,0,-0.85401921523485835 -bike_ASC_no_auto_social,5.5137426913975727,0.020583210000000001,0,,,0,5.5137426913975727 -drive_transit_ASC_auto_deficient_social,-52.758046290102875,1.5627195,0,,,0,-52.758046290102875 -drive_transit_ASC_auto_sufficient_social,-47.996801808437127,-0.61585575000000004,0,,,0,-47.996801808437127 -sr2_ASC_auto_deficient_social,1.429304838044295,1.8558528000000001,0,,,0,1.429304838044295 -sr2_ASC_auto_sufficient_social,0.97730089864256342,0.52360249999999997,0,,,0,0.97730089864256342 -sr3p_ASC_auto_deficient_social,0.67630143929989783,1.5007242999999999,0,,,0,0.67630143929989783 -sr3p_ASC_auto_sufficient_social,0.75744513577301464,0.50617886000000001,0,,,0,0.75744513577301464 -sr3p_ASC_no_auto_social,3.972071101285167,-1.4036902,0,,,0,3.972071101285167 -walk_ASC_auto_deficient_social,3.1688988708714376,2.8701840000000001,0,,,0,3.1688988708714376 -walk_ASC_auto_sufficient_social,2.6607837167356201,1.7072186,0,,,0,2.6607837167356201 -walk_ASC_no_auto_social,6.4445317299061999,1.8680915,0,,,0,6.4445317299061999 -walk_transit_ASC_auto_deficient_social,12.875988741851154,0.97444487000000002,0,,,0,12.875988741851154 -walk_transit_ASC_auto_sufficient_social,12.613259624057664,-0.34537590000000001,0,,,0,12.613259624057664 -walk_transit_ASC_no_auto_social,18.966818965194228,1.3814651,0,,,0,18.966818965194228 -bike_ASC_auto_deficient_univ,-0.66923500000000002,-0.66923500000000002,0,,,0,-0.66923500000000002 -bike_ASC_auto_sufficient_univ,-1.9397831999999999,-1.9397831999999999,0,,,0,-1.9397831999999999 -bike_ASC_no_auto_univ,4.2945156000000004,4.2945156000000004,0,,,0,4.2945156000000004 -drive_transit_ASC_auto_deficient_univ,1.8501175999999999,1.8501175999999999,0,,,0,1.8501175999999999 -drive_transit_ASC_auto_sufficient_univ,1.3587753,1.3587753,0,,,0,1.3587753 -sr2_ASC_auto_deficient_univ,-1.6922345999999999,-1.6922345999999999,0,,,0,-1.6922345999999999 -sr2_ASC_auto_sufficient_univ,-1.8594269999999999,-1.8594269999999999,0,,,0,-1.8594269999999999 -sr3p_ASC_auto_deficient_univ,-1.7277422,-1.7277422,0,,,0,-1.7277422 -sr3p_ASC_auto_sufficient_univ,-1.9047098,-1.9047098,0,,,0,-1.9047098 -sr3p_ASC_no_auto_univ,-6.0560010000000002,-6.0560010000000002,0,,,0,-6.0560010000000002 -taxi_ASC_auto_deficient_univ,4.2492000000000001,4.2492000000000001,0,,,0,4.2492000000000001 -taxi_ASC_auto_sufficient_univ,-0.31309999999999999,-0.31309999999999999,0,,,0,-0.31309999999999999 -tnc_shared_ASC_auto_deficient_univ,3.25,3.25,0,,,0,3.25 -tnc_shared_ASC_auto_sufficient_univ,-0.90680000000000005,-0.90680000000000005,0,,,0,-0.90680000000000005 -tnc_shared_ASC_no_auto_univ,-5.8116000000000003,-5.8116000000000003,0,,,0,-5.8116000000000003 -tnc_single_ASC_auto_deficient_univ,1.0221,1.0221,0,,,0,1.0221 -tnc_single_ASC_auto_sufficient_univ,0.20880000000000001,0.20880000000000001,0,,,0,0.20880000000000001 -tnc_single_ASC_no_auto_univ,-2.5190000000000001,-2.5190000000000001,0,,,0,-2.5190000000000001 -walk_ASC_auto_deficient_univ,4.5059100000000001,4.5059100000000001,0,,,0,4.5059100000000001 -walk_ASC_auto_sufficient_univ,1.0607664999999999,1.0607664999999999,0,,,0,1.0607664999999999 -walk_ASC_no_auto_univ,6.4089669999999996,6.4089669999999996,0,,,0,6.4089669999999996 -walk_transit_ASC_auto_deficient_univ,3.1362554999999999,3.1362554999999999,0,,,0,3.1362554999999999 -walk_transit_ASC_auto_sufficient_univ,0.47311629999999999,0.47311629999999999,0,,,0,0.47311629999999999 -walk_transit_ASC_no_auto_univ,8.7860370000000003,8.7860370000000003,0,,,0,8.7860370000000003 -bike_ASC_auto_deficient_work,0.1093970633711833,0.25318967999999997,0,,,0,0.1093970633711833 -bike_ASC_auto_sufficient_work,-1.7147321677779845,-1.5800232000000001,0,,,0,-1.7147321677779845 -bike_ASC_no_auto_work,7.916152782688358,3.1940088000000002,0,,,0,7.916152782688358 -coef_hhsize1_sr_multiplier_work,-0.6790273309383883,-0.73458800000000002,0,,,0,-0.6790273309383883 -coef_ivt_work,-0.013061382875350648,-0.0134,0,,,0,-0.013061382875350648 -commuter_rail_ASC_work,12.116488014803043,0.72550300000000001,0,,,0,12.116488014803043 -drive_ferry_ASC_work,0.93322605000000003,0.93322605000000003,0,,,0,0.93322605000000003 -drive_light_rail_ASC_work,-36.000808246088518,0.82555670000000003,0,,,0,-36.000808246088518 -drive_transit_ASC_auto_deficient_work,-10.817730116154191,0.10081567,0,,,0,-10.817730116154191 -drive_transit_ASC_auto_sufficient_work,-11.922033211338155,-1.0045459000000001,0,,,0,-11.922033211338155 -drive_transit_CBD_ASC_work,1.4326312016814422,1.1000000000000001,0,,,0,1.4326312016814422 -express_bus_ASC_work,-54.606930216243668,-0.51654739999999999,0,,,0,-54.606930216243668 -heavy_rail_ASC_work,11.025029288750547,0.64772974999999999,0,,,0,11.025029288750547 -local_bus_ASC_work,10.288307853536837,0.066895070000000001,0,,,0,10.288307853536837 -sr2_ASC_auto_deficient_work,0.46312369609634996,-0.33803123000000002,0,,,0,0.46312369609634996 -sr2_ASC_auto_sufficient_work,-0.39096777455191095,-1.0857458,0,,,0,-0.39096777455191095 -sr3p_ASC_auto_deficient_work,-0.050072021249821817,-0.85270420000000002,0,,,0,-0.050072021249821817 -sr3p_ASC_auto_sufficient_work,-0.71640219472524347,-1.4699701999999999,0,,,0,-0.71640219472524347 -sr3p_ASC_no_auto_work,5.2865327465387555,-0.5831269,0,,,0,5.2865327465387555 -taxi_ASC_auto_deficient_work,-1.3594600760328026,-1.4765999999999999,0,,,0,-1.3594600760328026 -taxi_ASC_auto_sufficient_work,-55.988330866418792,-4.8509000000000002,0,,,0,-55.988330866418792 -taxi_ASC_no_auto_work,9.43236827804283,4.7290999999999999,0,,,0,9.43236827804283 -tnc_shared_ASC_auto_deficient_work,-2.4348067005945464,-2.1435,0,,,0,-2.4348067005945464 -tnc_shared_ASC_auto_sufficient_work,-63.386791172965488,-5.3574999999999999,0,,,0,-63.386791172965488 -tnc_shared_ASC_no_auto_work,-47.309135186133922,3.2429000000000001,0,,,0,-47.309135186133922 -tnc_single_ASC_auto_deficient_work,-0.78812679103952732,-0.80130000000000001,0,,,0,-0.78812679103952732 -tnc_single_ASC_auto_sufficient_work,-4.8755977035592224,-4.1946000000000003,0,,,0,-4.8755977035592224 -tnc_single_ASC_no_auto_work,10.295672942342067,5.7854999999999999,0,,,0,10.295672942342067 -walk_ASC_auto_deficient_work,2.1275102930594469,2.4010416999999999,0,,,0,2.1275102930594469 -walk_ASC_auto_sufficient_work,0.17637095807617828,0.053265337000000003,0,,,0,0.17637095807617828 -walk_ASC_no_auto_work,10.356832861443557,5.7672157000000004,0,,,0,10.356832861443557 -walk_ferry_ASC_work,0.93322605000000003,0.93322605000000003,0,,,0,0.93322605000000003 -walk_light_rail_ASC_work,11.204407103182628,0.82555670000000003,0,,,0,11.204407103182628 -walk_transit_ASC_auto_deficient_work,-9.7699412444923333,0.65302855000000004,0,,,0,-9.7699412444923333 -walk_transit_ASC_auto_sufficient_work,-11.327002198633336,-0.89165070000000002,0,,,0,-11.327002198633336 -walk_transit_ASC_no_auto_work,-0.8184290314119107,5.0354165999999996,0,,,0,-0.8184290314119107 -walk_transit_CBD_ASC_work,0.97698021606324725,0.80400000000000005,0,,,0,0.97698021606324725 -bike_ASC_auto_deficient_atwork,-1.3755365229511889,-0.80740829999999997,0,,,0,-1.3755365229511889 -bike_ASC_auto_sufficient_atwork,15.727786619761421,15.72017,0,,,0,15.727786619761421 -bike_ASC_no_auto_atwork,-28.399708381108002,-0.90725845000000005,0,,,0,-28.399708381108002 -coef_age010_trn_multiplier_atwork,0.00072199999999999999,0.00072199999999999999,0,,,0,0.00072199999999999999 -coef_age1619_da_multiplier_atwork,-0.80694718452625747,0.0032336000000000001,0,,,0,-0.80694718452625747 -coef_ivt_atwork,-0.021019454866270101,-0.018800000000000001,0,,,0,-0.021019454866270101 -drive_transit_ASC_auto_deficient_atwork,-998.81960000000004,-998.81960000000004,0,,,0,-998.81960000000004 -drive_transit_ASC_auto_sufficient_atwork,-999.21465999999998,-999.21465999999998,0,,,0,-999.21465999999998 -drive_transit_CBD_ASC_atwork,0.56399999999999995,0.56399999999999995,0,,,0,0.56399999999999995 -sr2_ASC_auto_deficient_atwork,-1.892695657391221,-2.1102420999999998,0,,,0,-1.892695657391221 -sr2_ASC_auto_sufficient_atwork,-0.65249983963035285,-1.4450618,0,,,0,-0.65249983963035285 -sr3p_ASC_auto_deficient_atwork,-2.383158561544211,-2.5146579999999998,0,,,0,-2.383158561544211 -sr3p_ASC_auto_sufficient_atwork,-0.82204450780308591,-1.652174,0,,,0,-0.82204450780308591 -sr3p_ASC_no_auto_atwork,6.2362869423849405,0.58266260000000003,0,,,0,6.2362869423849405 -taxi_ASC_auto_deficient_atwork,-28.540908119718239,-4.4046000000000003,0,,,0,-28.540908119718239 -taxi_ASC_auto_sufficient_atwork,-28.643971281649424,-2.8803999999999998,0,,,0,-28.643971281649424 -taxi_ASC_no_auto_atwork,10.212879604829233,4.1021000000000001,0,,,0,10.212879604829233 -tnc_shared_ASC_auto_deficient_atwork,-3.912212918042727,-4.5088999999999997,0,,,0,-3.912212918042727 -tnc_shared_ASC_auto_sufficient_atwork,-2.6881377816112022,-3.5396999999999998,0,,,0,-2.6881377816112022 -tnc_shared_ASC_no_auto_atwork,9.0603158795129275,3.3672,0,,,0,9.0603158795129275 -tnc_single_ASC_auto_deficient_atwork,-3.1078735470600058,-3.7625999999999999,0,,,0,-3.1078735470600058 -tnc_single_ASC_auto_sufficient_atwork,-2.6270251391593975,-2.7988,0,,,0,-2.6270251391593975 -tnc_single_ASC_no_auto_atwork,10.48194785788473,4.4981999999999998,0,,,0,10.48194785788473 -walk_ASC_auto_deficient_atwork,1.82422508083581,0.92546092999999996,0,,,0,1.82422508083581 -walk_ASC_auto_sufficient_atwork,1.428722206355812,0.67721600000000004,0,,,0,1.428722206355812 -walk_ASC_no_auto_atwork,12.824108683156906,6.6692130000000001,0,,,0,12.824108683156906 -walk_transit_ASC_auto_deficient_atwork,8.9851772342267946,-2.9988291,0,,,0,8.9851772342267946 -walk_transit_ASC_auto_sufficient_atwork,9.1279962633935359,-3.401027,0,,,0,9.1279962633935359 -walk_transit_ASC_no_auto_atwork,21.234895822541418,2.7041876,0,,,0,21.234895822541418 -walk_transit_CBD_ASC_atwork,0.35194949771152162,0.56399999999999995,0,,,0,0.35194949771152162 +,value,initvalue,nullvalue,minimum,maximum,best +-999,-999,-999,-999,-999,-999,-999 +1,1,1,1,1,1,1 +bike_ASC_auto_deficient_eatout,-95.05184217157273,-1.5691105999999999,0,,,-95.05184217157273 +bike_ASC_auto_sufficient_eatout,-1.464117844170342,-1.2003470999999999,0,,,-1.464117844170342 +bike_ASC_no_auto_eatout,7.2018489969700603,0.86807095999999995,0,,,7.2018489969700603 +coef_age010_trn_multiplier_eatout_escort_othdiscr_othmaint_shopping_social_work,0.71970855821176882,0,0,,,0.71970855821176882 +coef_age1619_da_multiplier_eatout_escort_othdiscr_othmaint_shopping_social_work,-0.019079686463276232,0,0,,,-0.019079686463276232 +coef_age16p_sr_multiplier_eatout_escort_othdiscr_othmaint_shopping_social,-1.1399641109136807,-1.3660000000000001,0,,,-1.1399641109136807 +coef_hhsize1_sr_multiplier_eatout_escort_othdiscr_othmaint_school_shopping_social_univ_atwork,0.020999157406492247,0,0,,,0.020999157406492247 +coef_hhsize2_sr_multiplier_eatout_escort_othdiscr_othmaint_shopping_social_work_atwork,-0.0039274834138578957,0,0,,,-0.0039274834138578957 +coef_ivt_eatout_escort_othdiscr_othmaint_shopping_social,-0.016936905425988552,-0.017500000000000002,0,,,-0.016936905425988552 +coef_nest_AUTO,0.71999999999999997,0.71999999999999997,1,0.71999999999999997,0.71999999999999997,0.71999999999999997 +coef_nest_AUTO_DRIVEALONE,0.34999999999999998,0.34999999999999998,1,0.34999999999999998,0.34999999999999998,0.34999999999999998 +coef_nest_AUTO_SHAREDRIDE2,0.34999999999999998,0.34999999999999998,1,0.34999999999999998,0.34999999999999998,0.34999999999999998 +coef_nest_AUTO_SHAREDRIDE3,0.34999999999999998,0.34999999999999998,1,0.34999999999999998,0.34999999999999998,0.34999999999999998 +coef_nest_NONMOTORIZED,0.71999999999999997,0.71999999999999997,1,0.71999999999999997,0.71999999999999997,0.71999999999999997 +coef_nest_RIDEHAIL,0.35999999999999999,0.35999999999999999,1,0.35999999999999999,0.35999999999999999,0.35999999999999999 +coef_nest_TRANSIT,0.71999999999999997,0.71999999999999997,1,0.71999999999999997,0.71999999999999997,0.71999999999999997 +coef_nest_TRANSIT_DRIVEACCESS,0.5,0.5,1,0.5,0.5,0.5 +coef_nest_TRANSIT_WALKACCESS,0.5,0.5,1,0.5,0.5,0.5 +commuter_rail_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,-38.790613234584711,0.72701850000000001,0,,,-38.790613234584711 +drive_ferry_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,0.94012379999999995,0.94012379999999995,0,,,0.94012379999999995 +drive_light_rail_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,-25.934367224180519,0.76895475000000002,0,,,-25.934367224180519 +drive_transit_ASC_auto_deficient_eatout,14.683282344019709,0.59980610000000001,0,,,14.683282344019709 +drive_transit_ASC_auto_sufficient_eatout,12.110507359997341,-0.96951586000000001,0,,,12.110507359997341 +drive_transit_ASC_no_auto_all,0,0,0,,,0 +drive_transit_CBD_ASC_eatout_escort_othdiscr_othmaint_shopping_social,0.5534042664919846,0.52500000000000002,0,,,0.5534042664919846 +express_bus_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,-61.526574455540178,0.96923159999999997,0,,,-61.526574455540178 +heavy_rail_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,-11.341188179738285,0.77061210000000002,0,,,-11.341188179738285 +joint_bike_ASC_auto_deficient_all,-154.53293340147803,-6.0764149999999999,0,,,-154.53293340147803 +joint_bike_ASC_auto_sufficient_all,-108.23845192023519,-6.3760656999999998,0,,,-108.23845192023519 +joint_bike_ASC_no_auto_all,-47.716366793432869,-2.8671598,0,,,-47.716366793432869 +joint_drive_transit_ASC_auto_deficient_all,-36.092321468347947,-5.9632215000000004,0,,,-36.092321468347947 +joint_drive_transit_ASC_auto_sufficient_all,-24.112388481073179,-8.0452849999999998,0,,,-24.112388481073179 +joint_drive_transit_ASC_no_auto_all,0,0,0,0,0,0 +joint_sr2_ASC_auto_deficient_all,0,0,0,0,0,0 +joint_sr2_ASC_auto_sufficient_all,0,0,0,0,0,0 +joint_sr2_ASC_no_auto_all,0,0,0,0,0,0 +joint_sr3p_ASC_auto_deficient_all,-5.3440373640659899,-1.8841692000000001,0,,,-5.3440373640659899 +joint_sr3p_ASC_auto_sufficient_all,-3.3313993635418799,-2.234826,0,,,-3.3313993635418799 +joint_sr3p_ASC_no_auto_all,0.97681497679456009,0.56306710000000004,0,,,0.97681497679456009 +joint_taxi_ASC_auto_deficient_all,-45.521802684568371,-9.8156999999999996,0,,,-45.521802684568371 +joint_taxi_ASC_auto_sufficient_all,-11.709899999999999,-11.709899999999999,0,-11.709899999999999,-11.709899999999999,-11.709899999999999 +joint_taxi_ASC_no_auto_all,-12.836772689761483,-4.5792000000000002,0,,,-12.836772689761483 +joint_tnc_shared_ASC_auto_deficient_all,-37.818891366620065,-11.1572,0,,,-37.818891366620065 +joint_tnc_shared_ASC_auto_sufficient_all,-13.205,-13.205,0,-13.205,-13.205,-13.205 +joint_tnc_shared_ASC_no_auto_all,-24.544220954818456,-4.3002000000000002,0,,,-24.544220954818456 +joint_tnc_single_ASC_auto_deficient_all,-51.742391051044301,-9.8961000000000006,0,,,-51.742391051044301 +joint_tnc_single_ASC_auto_sufficient_all,-14.0159,-14.0159,0,-14.0159,-14.0159,-14.0159 +joint_tnc_single_ASC_no_auto_all,-16.690109945634145,-4.4916999999999998,0,,,-16.690109945634145 +joint_walk_ASC_auto_deficient_all,-1.3109169286458668,-1.9607706,0,,,-1.3109169286458668 +joint_walk_ASC_auto_sufficient_all,-3.6267323534729816,-3.2352156999999999,0,,,-3.6267323534729816 +joint_walk_ASC_no_auto_all,0.96782165602250947,-0.21274700999999999,0,,,0.96782165602250947 +joint_walk_transit_ASC_auto_deficient_all,4.47692459281539,-5.1634482999999998,0,,,4.47692459281539 +joint_walk_transit_ASC_auto_sufficient_all,-18.266087843452436,-18.264534000000001,0,,,-18.266087843452436 +joint_walk_transit_ASC_no_auto_all,13.576834007614055,0.62292415000000001,0,,,13.576834007614055 +local_bus_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,-12.586753852403735,-0.090703264000000006,0,,,-12.586753852403735 +sr2_ASC_auto_deficient_eatout,0.23544005287595454,0.58823449999999999,0,,,0.23544005287595454 +sr2_ASC_auto_sufficient_eatout,0.45709380576692815,0.86280555000000003,0,,,0.45709380576692815 +sr2_ASC_no_auto_all,5.3017687689662525,0,0,,,5.3017687689662525 +sr3p_ASC_auto_deficient_eatout,-0.084427303598265835,0.046052360000000001,0,,,-0.084427303598265835 +sr3p_ASC_auto_sufficient_eatout,0.5022326090064464,0.84685960000000005,0,,,0.5022326090064464 +sr3p_ASC_no_auto_eatout,5.8000711004385348,0.3219998,0,,,5.8000711004385348 +taxi_ASC_auto_deficient_eatout_othdiscr_social,-34.267917620077426,-3.1316999999999999,0,,,-34.267917620077426 +taxi_ASC_auto_sufficient_eatout_othdiscr_social,-2.3771385102751132,-3.0373999999999999,0,,,-2.3771385102751132 +taxi_ASC_no_auto_eatout_othdiscr_social,-25.802108248945846,0.99229999999999996,0,,,-25.802108248945846 +tnc_shared_ASC_auto_deficient_eatout_othdiscr_social,-2.9229081712184213,-4.3575999999999997,0,,,-2.9229081712184213 +tnc_shared_ASC_auto_sufficient_eatout_othdiscr_social,-3.4681630975727953,-3.6638000000000002,0,,,-3.4681630975727953 +tnc_shared_ASC_no_auto_eatout_othdiscr_social,5.5019116236636574,0.64639999999999997,0,,,5.5019116236636574 +tnc_single_ASC_auto_deficient_eatout_othdiscr_social,-30.032668619901013,-2.9622999999999999,0,,,-30.032668619901013 +tnc_single_ASC_auto_sufficient_eatout_othdiscr_social,-2.0882587225999232,-2.3239000000000001,0,,,-2.0882587225999232 +tnc_single_ASC_no_auto_eatout_othdiscr_social,6.6972430765281166,1.6852,0,,,6.6972430765281166 +walk_ASC_auto_deficient_eatout,2.9644622570813723,3.2746050000000002,0,,,2.9644622570813723 +walk_ASC_auto_sufficient_eatout,0.80408030631941008,1.5516903,0,,,0.80408030631941008 +walk_ASC_no_auto_eatout,10.214310524095858,5.1251173000000003,0,,,10.214310524095858 +walk_ferry_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,0.94012379999999995,0.94012379999999995,0,,,0.94012379999999995 +walk_light_rail_ASC_eatout_escort_othdiscr_othmaint_shopping_social_atwork,-11.57159128546653,0.76895475000000002,0,,,-11.57159128546653 +walk_transit_ASC_auto_deficient_eatout,12.342017037167501,-0.038963240000000003,0,,,12.342017037167501 +walk_transit_ASC_auto_sufficient_eatout,10.754005322077003,-1.1126906000000001,0,,,10.754005322077003 +walk_transit_ASC_no_auto_eatout,20.50374109308898,2.5936368000000001,0,,,20.50374109308898 +walk_transit_CBD_ASC_eatout_escort_othdiscr_othmaint_shopping_social,0.69084760274299939,0.52500000000000002,0,,,0.69084760274299939 +bike_ASC_auto_deficient_escort,-80.815682010385316,-4.5279280000000002,0,,,-80.815682010385316 +bike_ASC_auto_sufficient_escort,-4.2321601413248553,-5.0631084,0,,,-4.2321601413248553 +bike_ASC_no_auto_escort,-82.613015375494186,-0.71621199999999996,0,,,-82.613015375494186 +drive_transit_ASC_auto_deficient_escort,12.026459792966101,-1.1537067000000001,0,,,12.026459792966101 +drive_transit_ASC_auto_sufficient_escort,-38.422040468436286,-4.6014246999999999,0,,,-38.422040468436286 +sr2_ASC_auto_deficient_escort,-0.028872449257253224,0,0,,,-0.028872449257253224 +sr2_ASC_auto_sufficient_escort,-0.44574542118914673,0,0,,,-0.44574542118914673 +sr3p_ASC_auto_deficient_escort,-0.24177007008960669,-0.40818766000000001,0,,,-0.24177007008960669 +sr3p_ASC_auto_sufficient_escort,-0.57332666707255331,-0.057412530000000003,0,,,-0.57332666707255331 +sr3p_ASC_no_auto_escort,-48.558116584856315,-1.8129267,0,,,-48.558116584856315 +taxi_ASC_auto_deficient_escort_othmaint_shopping,0.22119642025031605,0.17660000000000001,0,,,0.22119642025031605 +taxi_ASC_auto_sufficient_escort_othmaint_shopping,-1.8747078913779172,-1.8055000000000001,0,,,-1.8747078913779172 +taxi_ASC_no_auto_escort_othmaint_shopping,7.3609237955139406,1.8938999999999999,0,,,7.3609237955139406 +tnc_shared_ASC_auto_deficient_escort_othmaint_shopping,-0.24413343003260302,-0.38629999999999998,0,,,-0.24413343003260302 +tnc_shared_ASC_auto_sufficient_escort_othmaint_shopping,-2.7057545852498914,-2.4365000000000001,0,,,-2.7057545852498914 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+sr3p_ASC_auto_sufficient_work,-0.71640219472524347,-1.4699701999999999,0,,,-0.71640219472524347 +sr3p_ASC_no_auto_work,5.2865327465387555,-0.5831269,0,,,5.2865327465387555 +taxi_ASC_auto_deficient_work,-1.3594600760328026,-1.4765999999999999,0,,,-1.3594600760328026 +taxi_ASC_auto_sufficient_work,-55.988330866418792,-4.8509000000000002,0,,,-55.988330866418792 +taxi_ASC_no_auto_work,9.43236827804283,4.7290999999999999,0,,,9.43236827804283 +tnc_shared_ASC_auto_deficient_work,-2.4348067005945464,-2.1435,0,,,-2.4348067005945464 +tnc_shared_ASC_auto_sufficient_work,-63.386791172965488,-5.3574999999999999,0,,,-63.386791172965488 +tnc_shared_ASC_no_auto_work,-47.309135186133922,3.2429000000000001,0,,,-47.309135186133922 +tnc_single_ASC_auto_deficient_work,-0.78812679103952732,-0.80130000000000001,0,,,-0.78812679103952732 +tnc_single_ASC_auto_sufficient_work,-4.8755977035592224,-4.1946000000000003,0,,,-4.8755977035592224 +tnc_single_ASC_no_auto_work,10.295672942342067,5.7854999999999999,0,,,10.295672942342067 +walk_ASC_auto_deficient_work,2.1275102930594469,2.4010416999999999,0,,,2.1275102930594469 +walk_ASC_auto_sufficient_work,0.17637095807617828,0.053265337000000003,0,,,0.17637095807617828 +walk_ASC_no_auto_work,10.356832861443557,5.7672157000000004,0,,,10.356832861443557 +walk_ferry_ASC_work,0.93322605000000003,0.93322605000000003,0,,,0.93322605000000003 +walk_light_rail_ASC_work,11.204407103182628,0.82555670000000003,0,,,11.204407103182628 +walk_transit_ASC_auto_deficient_work,-9.7699412444923333,0.65302855000000004,0,,,-9.7699412444923333 +walk_transit_ASC_auto_sufficient_work,-11.327002198633336,-0.89165070000000002,0,,,-11.327002198633336 +walk_transit_ASC_no_auto_work,-0.8184290314119107,5.0354165999999996,0,,,-0.8184290314119107 +walk_transit_CBD_ASC_work,0.97698021606324725,0.80400000000000005,0,,,0.97698021606324725 +bike_ASC_auto_deficient_atwork,-1.3755365229511889,-0.80740829999999997,0,,,-1.3755365229511889 +bike_ASC_auto_sufficient_atwork,15.727786619761421,15.72017,0,,,15.727786619761421 +bike_ASC_no_auto_atwork,-28.399708381108002,-0.90725845000000005,0,,,-28.399708381108002 +coef_age010_trn_multiplier_atwork,0.00072199999999999999,0.00072199999999999999,0,,,0.00072199999999999999 +coef_age1619_da_multiplier_atwork,-0.80694718452625747,0.0032336000000000001,0,,,-0.80694718452625747 +coef_ivt_atwork,-0.021019454866270101,-0.018800000000000001,0,,,-0.021019454866270101 +drive_transit_ASC_auto_deficient_atwork,-998.81960000000004,-998.81960000000004,0,,,-998.81960000000004 +drive_transit_ASC_auto_sufficient_atwork,-999.21465999999998,-999.21465999999998,0,,,-999.21465999999998 +drive_transit_CBD_ASC_atwork,0.56399999999999995,0.56399999999999995,0,,,0.56399999999999995 +sr2_ASC_auto_deficient_atwork,-1.892695657391221,-2.1102420999999998,0,,,-1.892695657391221 +sr2_ASC_auto_sufficient_atwork,-0.65249983963035285,-1.4450618,0,,,-0.65249983963035285 +sr3p_ASC_auto_deficient_atwork,-2.383158561544211,-2.5146579999999998,0,,,-2.383158561544211 +sr3p_ASC_auto_sufficient_atwork,-0.82204450780308591,-1.652174,0,,,-0.82204450780308591 +sr3p_ASC_no_auto_atwork,6.2362869423849405,0.58266260000000003,0,,,6.2362869423849405 +taxi_ASC_auto_deficient_atwork,-28.540908119718239,-4.4046000000000003,0,,,-28.540908119718239 +taxi_ASC_auto_sufficient_atwork,-28.643971281649424,-2.8803999999999998,0,,,-28.643971281649424 +taxi_ASC_no_auto_atwork,10.212879604829233,4.1021000000000001,0,,,10.212879604829233 +tnc_shared_ASC_auto_deficient_atwork,-3.912212918042727,-4.5088999999999997,0,,,-3.912212918042727 +tnc_shared_ASC_auto_sufficient_atwork,-2.6881377816112022,-3.5396999999999998,0,,,-2.6881377816112022 +tnc_shared_ASC_no_auto_atwork,9.0603158795129275,3.3672,0,,,9.0603158795129275 +tnc_single_ASC_auto_deficient_atwork,-3.1078735470600058,-3.7625999999999999,0,,,-3.1078735470600058 +tnc_single_ASC_auto_sufficient_atwork,-2.6270251391593975,-2.7988,0,,,-2.6270251391593975 +tnc_single_ASC_no_auto_atwork,10.48194785788473,4.4981999999999998,0,,,10.48194785788473 +walk_ASC_auto_deficient_atwork,1.82422508083581,0.92546092999999996,0,,,1.82422508083581 +walk_ASC_auto_sufficient_atwork,1.428722206355812,0.67721600000000004,0,,,1.428722206355812 +walk_ASC_no_auto_atwork,12.824108683156906,6.6692130000000001,0,,,12.824108683156906 +walk_transit_ASC_auto_deficient_atwork,8.9851772342267946,-2.9988291,0,,,8.9851772342267946 +walk_transit_ASC_auto_sufficient_atwork,9.1279962633935359,-3.401027,0,,,9.1279962633935359 +walk_transit_ASC_no_auto_atwork,21.234895822541418,2.7041876,0,,,21.234895822541418 +walk_transit_CBD_ASC_atwork,0.35194949771152162,0.56399999999999995,0,,,0.35194949771152162 diff --git a/activitysim/estimation/test/test_larch_estimation/test_workplace_location.csv b/activitysim/estimation/test/test_larch_estimation/test_workplace_location.csv index f1924fd441..4fbab98906 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_workplace_location.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_workplace_location.csv @@ -1,35 +1,35 @@ -,value,initvalue,nullvalue,minimum,maximum,holdfast,best --999,-999,-999,-999,-999,-999,1,-999 -1,1,1,1,1,1,1,1 -coef_dist_0_1,-1.0849974859630898,-0.84279999999999999,0,,,0,-1.0849974859630898 -coef_dist_0_5_high,0.12095331158496941,0.14999999999999999,0,,,0,0.12095331158496941 -coef_dist_15_up,-0.091700000000000004,-0.091700000000000004,0,,,0,-0.091700000000000004 -coef_dist_1_2,-0.25252507183924311,-0.31040000000000001,0,,,0,-0.25252507183924311 -coef_dist_2_5,-0.36967778314446681,-0.37830000000000003,0,,,0,-0.36967778314446681 -coef_dist_5_15,-0.15227007082461336,-0.1285,0,,,0,-0.15227007082461336 -coef_dist_5_up_high,-0.015218414186845646,0.02,0,,,0,-0.015218414186845646 -coef_mode_logsum,0.15535110159377133,0.29999999999999999,0,,,0,0.15535110159377133 -work_high_AGREMPN,-5.4188468983425597,-5.1159958097540823,0,-6,6,0,-5.4188468983425597 -work_high_FPSEMPN,-2.0213518132064592,-1.575036485716768,0,-6,6,0,-2.0213518132064592 -work_high_HEREMPN,-1.5788117548863443,-1.258781040820931,0,-6,6,0,-1.5788117548863443 -work_high_MWTEMPN,-2.0744294431850139,-1.4312917270506265,0,-6,6,0,-2.0744294431850139 -work_high_OTHEMPN,-2.1454923607941496,-1.870802676568508,0,-6,6,0,-2.1454923607941496 -work_high_RETEMPN,-2.2072749131897207,-2.2072749131897207,0,-6,6,1,-2.2072749131897207 -work_low_AGREMPN,-5.9333916880971023,-4.6051701859880909,0,-6,6,0,-5.9333916880971023 -work_low_FPSEMPN,-0.6681864903932333,-1.6450650900772514,0,-6,6,0,-0.6681864903932333 -work_low_HEREMPN,0.089730459819539948,-0.95972028980149138,0,-6,6,0,0.089730459819539948 -work_low_MWTEMPN,-0.37117525396277945,-1.8078888511579392,0,-6,6,0,-0.37117525396277945 -work_low_OTHEMPN,-0.70337131667889052,-2.120263536200091,0,-6,6,0,-0.70337131667889052 -work_low_RETEMPN,-2.0479428746204649,-2.0479428746204649,0,-6,6,1,-2.0479428746204649 -work_med_AGREMPN,-6,-4.8283137373023015,0,-6,6,0,-6 -work_med_FPSEMPN,-1.942063300644673,-1.624551550244149,0,-6,6,0,-1.942063300644673 -work_med_HEREMPN,-1.3827305216711021,-1.1239300966523995,0,-6,6,0,-1.3827305216711021 -work_med_MWTEMPN,-0.90986228579404393,-1.5606477482646683,0,-6,6,0,-0.90986228579404393 -work_med_OTHEMPN,-2.5350534135581619,-1.9732813458514451,0,-6,6,0,-2.5350534135581619 -work_med_RETEMPN,-2.120263536200091,-2.120263536200091,0,-6,6,1,-2.120263536200091 -work_veryhigh_AGREMPN,-0.27776036783891894,-5.521460917862246,0,-6,6,0,-0.27776036783891894 -work_veryhigh_FPSEMPN,-1.7577124894897898,-1.3093333199837622,0,-6,6,0,-1.7577124894897898 -work_veryhigh_HEREMPN,-1.6221777911387787,-1.422958345491482,0,-6,6,0,-1.6221777911387787 -work_veryhigh_MWTEMPN,-1.7222974704731189,-1.4024237430497744,0,-6,6,0,-1.7222974704731189 -work_veryhigh_OTHEMPN,-2.4838955171385964,-1.9241486572738007,0,-6,6,0,-2.4838955171385964 -work_veryhigh_RETEMPN,-2.375155785828881,-2.375155785828881,0,-6,6,1,-2.375155785828881 +,value,initvalue,nullvalue,minimum,maximum,best +-999,-999,-999,-999,-999,-999,-999 +1,1,1,1,1,1,1 +coef_dist_0_1,-1.0822922946274103,-0.84279999999999999,0,-25,25,-1.0822922946274103 +coef_dist_0_5_high,0.1207879915621165,0.14999999999999999,0,-25,25,0.1207879915621165 +coef_dist_15_up,-0.091700000000000004,-0.091700000000000004,0,-25,25,-0.091700000000000004 +coef_dist_1_2,-0.24766620079389307,-0.31040000000000001,0,-25,25,-0.24766620079389307 +coef_dist_2_5,-0.3685512775196465,-0.37830000000000003,0,-25,25,-0.3685512775196465 +coef_dist_5_15,-0.15169975841932976,-0.1285,0,-25,25,-0.15169975841932976 +coef_dist_5_up_high,-0.015068815366553389,0.02,0,-25,25,-0.015068815366553389 +coef_mode_logsum,0.1608428973358158,0.29999999999999999,0,-25,25,0.1608428973358158 +work_high_AGREMPN,-5.414473039484391,-5.1159958097540823,0,-6,6,-5.414473039484391 +work_high_FPSEMPN,-2.0198354749074623,-1.575036485716768,0,-6,6,-2.0198354749074623 +work_high_HEREMPN,-1.5774962961301324,-1.258781040820931,0,-6,6,-1.5774962961301324 +work_high_MWTEMPN,-2.0728064576402221,-1.4312917270506265,0,-6,6,-2.0728064576402221 +work_high_OTHEMPN,-2.1440619487784449,-1.870802676568508,0,-6,6,-2.1440619487784449 +work_high_RETEMPN,-2.2072749131897207,-2.2072749131897207,0,-2.2072749131897207,-2.2072749131897207,-2.2072749131897207 +work_low_AGREMPN,-5.8479826351063204,-4.6051701859880909,0,-6,6,-5.8479826351063204 +work_low_FPSEMPN,-0.64550992870675994,-1.6450650900772514,0,-6,6,-0.64550992870675994 +work_low_HEREMPN,0.10934025159883133,-0.95972028980149104,0,-6,6,0.10934025159883133 +work_low_MWTEMPN,-0.35351399513998311,-1.8078888511579385,0,-6,6,-0.35351399513998311 +work_low_OTHEMPN,-0.68434316293298214,-2.120263536200091,0,-6,6,-0.68434316293298214 +work_low_RETEMPN,-2.0479428746204649,-2.0479428746204649,0,-2.0479428746204649,-2.0479428746204649,-2.0479428746204649 +work_med_AGREMPN,-6,-4.8283137373023015,0,-6,6,-6 +work_med_FPSEMPN,-1.9402118373687092,-1.6245515502441485,0,-6,6,-1.9402118373687092 +work_med_HEREMPN,-1.3812045016840873,-1.1239300966523995,0,-6,6,-1.3812045016840873 +work_med_MWTEMPN,-0.90824261771266779,-1.5606477482646683,0,-6,6,-0.90824261771266779 +work_med_OTHEMPN,-2.533158060495702,-1.9732813458514451,0,-6,6,-2.533158060495702 +work_med_RETEMPN,-2.120263536200091,-2.120263536200091,0,-2.120263536200091,-2.120263536200091,-2.120263536200091 +work_veryhigh_AGREMPN,-0.27766271475654764,-5.521460917862246,0,-6,6,-0.27766271475654764 +work_veryhigh_FPSEMPN,-1.7531684994723506,-1.3093333199837622,0,-6,6,-1.7531684994723506 +work_veryhigh_HEREMPN,-1.6190143529862893,-1.422958345491482,0,-6,6,-1.6190143529862893 +work_veryhigh_MWTEMPN,-1.7198536938187046,-1.4024237430497744,0,-6,6,-1.7198536938187046 +work_veryhigh_OTHEMPN,-2.4806660321461727,-1.9241486572738007,0,-6,6,-2.4806660321461727 +work_veryhigh_RETEMPN,-2.375155785828881,-2.375155785828881,0,-2.375155785828881,-2.375155785828881,-2.375155785828881 diff --git a/activitysim/estimation/test/test_larch_estimation/test_workplace_location_loglike.csv b/activitysim/estimation/test/test_larch_estimation/test_workplace_location_loglike.csv index f276b212e6..71e9b13b18 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_workplace_location_loglike.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_workplace_location_loglike.csv @@ -1,2 +1,2 @@ ,loglike_prior,loglike_converge -0,-13535.981743976869,-13521.356260916842 +0,-13535.154991016063,-13520.930381371694 diff --git a/activitysim/estimation/test/test_larch_estimation/test_workplace_location_size_spec.csv b/activitysim/estimation/test/test_larch_estimation/test_workplace_location_size_spec.csv index a9d069205a..b568bafc7b 100644 --- a/activitysim/estimation/test/test_larch_estimation/test_workplace_location_size_spec.csv +++ b/activitysim/estimation/test/test_larch_estimation/test_workplace_location_size_spec.csv @@ -1,9 +1,9 @@ ,segment,model_selector,TOTHH,RETEMPN,FPSEMPN,HEREMPN,OTHEMPN,AGREMPN,MWTEMPN,AGE0519,HSENROLL,COLLFTE,COLLPTE -0,work_low,workplace,0,0.044132690755451738,0.17538037367958878,0.37423132761659395,0.1693169416166935,0.00090642406578215551,0.23603224226588979,0,0,0,0 -1,work_med,workplace,0,0.12016628617510521,0.14360647372408408,0.25124021572214494,0.079367314261928557,0.0024821870284871214,0.40313752308825013,0,0,0,0 -2,work_high,workplace,0,0.1580989027835952,0.19040319528193683,0.29639231416831707,0.16817470614135818,0.0063703143636846208,0.180560567261108,0,0,0,0 -3,work_veryhigh,workplace,0,0.062733639440575306,0.11631954641386184,0.13320320410514971,0.056269806049766884,0.5109609844711408,0.12051281951950546,0,0,0,0 -4,university,school,0,0,0,0,0,0,0,0,0,0.59200000000000008,0.40799999999999997 +0,work_low,workplace,0,0.04331096924066484,0.17606247084331519,0.37453642466033488,0.16935644669165648,0.000968861288590913,0.23576482727543777,0,0,0,0 +1,work_med,workplace,0,0.11999183383359351,0.14366373395357587,0.25125860903337882,0.079402445282216183,0.0024785834941433989,0.40320479440309209,0,0,0,0 +2,work_high,workplace,0,0.15790294154771911,0.19045576988955706,0.29641460514585227,0.1682066889662423,0.0063903077215986892,0.18062968672903063,0,0,0,0 +3,work_veryhigh,workplace,0,0.062641019242734242,0.11667678718376452,0.13342796655219047,0.056368476597385232,0.51025642529636983,0.12062932512755588,0,0,0,0 +4,university,school,0,0,0,0,0,0,0,0,0,0.59199999999999997,0.40799999999999997 5,gradeschool,school,0,0,0,0,0,0,0,1,0,0,0 6,highschool,school,0,0,0,0,0,0,0,0,1,0,0 7,escort,non_mandatory,0,0.22500000000000001,0,0.14399999999999999,0,0,0,0.46500000000000002,0.16600000000000001,0,0 @@ -14,10 +14,10 @@ 12,othdiscr,non_mandatory,0.25225225225225223,0.2122122122122122,0,0.2722722722722723,0.16516516516516516,0,0,0,0.098098098098098108,0,0 13,atwork,atwork,0,0.74199999999999999,0,0.25800000000000001,0,0,0,0,0,0,0 14,work,trip,0,0.16666666666666666,0.16666666666666666,0.16666666666666666,0.16666666666666666,0.16666666666666666,0.16666666666666666,0,0,0,0 -15,escort,trip,0.0010000000000000002,0.22500000000000003,0,0.14400000000000002,0,0,0,0.46399999999999997,0.16600000000000004,0,0 +15,escort,trip,0.001,0.22500000000000001,0,0.14399999999999999,0,0,0,0.46400000000000002,0.16600000000000001,0,0 16,shopping,trip,0.001,0.999,0,0,0,0,0,0,0,0,0 17,eatout,trip,0,0.74199999999999999,0,0.25800000000000001,0,0,0,0,0,0,0 18,othmaint,trip,0.001,0.48099999999999998,0,0.51800000000000002,0,0,0,0,0,0,0 19,social,trip,0.001,0.52100000000000002,0,0.47799999999999998,0,0,0,0,0,0,0 20,othdiscr,trip,0.25225225225225223,0.2122122122122122,0,0.2722722722722723,0.16516516516516516,0,0,0,0.098098098098098108,0,0 -21,univ,trip,0.000999000999000999,0,0,0,0,0,0,0,0,0.59140859140859148,0.4075924075924075 +21,univ,trip,0.00099900099900099922,0,0,0,0,0,0,0,0,0.59140859140859148,0.40759240759240761 diff --git a/activitysim/examples/example_estimation/configs/settings.yaml b/activitysim/examples/example_estimation/configs/settings.yaml index 890513b74f..dbabd589c5 100644 --- a/activitysim/examples/example_estimation/configs/settings.yaml +++ b/activitysim/examples/example_estimation/configs/settings.yaml @@ -10,7 +10,7 @@ input_table_list: # households (table index 'household_id') # - tablename: households - filename: households.csv + filename: survey_data/override_households.csv index_col: household_id keep_columns: - home_zone_id @@ -23,7 +23,7 @@ input_table_list: # persons (table index 'person_id') # - tablename: persons - filename: persons.csv + filename: survey_data/override_persons.csv keep_columns: - household_id - age diff --git a/conda-environments/activitysim-dev.yml b/conda-environments/activitysim-dev.yml index 8cd394996a..e8c2db0db9 100644 --- a/conda-environments/activitysim-dev.yml +++ b/conda-environments/activitysim-dev.yml @@ -16,6 +16,7 @@ dependencies: - requests >= 2.7 - numba >= 0.51.2 - orca >= 1.6 +- larch >= 5.5.8 - geopandas - jupyterlab - matplotlib