Index _ | A | B | C | D | E | F | G | I | K | L | M | N | O | P | R | S | T | U | V | W _ _add_default_is_inadmissible() (in module respy.pre_processing.model_processing) _add_initial_experiences_to_core_state_space() (in module respy.state_space) _add_lagged_choice_to_core_state_space() (in module respy.state_space) _add_type_covariates() (in module respy.pre_processing.model_processing) _apply_to_attribute_of_state_space() (in module respy.pre_processing.model_checking) _base_row() (in module respy.pre_processing.specification_helpers) _base_template() (in module respy.pre_processing.specification_helpers) _broadcast_arguments() (in module respy.parallelization) _collect_child_indices() (in module respy.state_space) _compute_expected_shocks() (in module respy.interpolate) _compute_lhs_variable() (in module respy.interpolate) _compute_log_type_probabilities() (in module respy.likelihood) _compute_rhs_variables() (in module respy.interpolate) _compute_wage_and_choice_log_likelihood_contributions() (in module respy.likelihood) _compute_x_beta_for_type_probabilities() (in module respy.likelihood) _convert_codes_to_original_labels() (in module respy.simulate) _convert_labels_in_filters_to_codes() (in module respy.pre_processing.model_processing) _convert_labels_in_formulas_to_codes() (in module respy.pre_processing.model_processing) _create_choice_rewards() (in module respy.solve) _create_comparison_plot_data() (in module respy.likelihood) _create_comparison_plot_data_msm() (in module respy.method_of_simulated_moments) _create_conversion_dictionaries() (respy.state_space.StateSpace method) _create_core_from_choice_experiences() (in module respy.state_space) _create_core_period_choice() (in module respy.state_space) _create_core_state_space() (in module respy.state_space) _create_core_state_space_per_period() (in module respy.state_space) _create_dense_period_choice() (in module respy.state_space) _create_dense_state_space_covariates() (in module respy.state_space) _create_dense_state_space_grid() (in module respy.state_space) _create_file_name_from_complex_index() (in module respy.shared) _create_indexer() (in module respy.state_space) _create_internal_seeds_from_user_seeds() (in module respy.pre_processing.model_processing) _create_param_specific_objects() (in module respy.solve) _create_tidy_data() (in module respy.method_of_simulated_moments) _create_working_experience() (in module respy.data) _extend_data_with_sampled_characteristics() (in module respy.simulate) _filter_core_state_space() (in module respy.state_space) _flatten_index() (in module respy.method_of_simulated_moments) _fresh_directory() (in module respy.conftest) _full_solution() (in module respy.solve) _get_continuation_values() (in module respy.state_space) _get_maximal_choice_set() (in module respy.exogenous_processes) _get_not_interpolated_indicator() (in module respy.interpolate) _get_representation_cols() (in module respy.exogenous_processes) _get_seeds_to_create_not_interpolate_indicator() (in module respy.interpolate) _harmonize_input() (in module respy.method_of_simulated_moments) _harmonize_simulation_arguments() (in module respy.simulate) _infer_choices_with_experience() (in module respy.pre_processing.model_processing) _infer_choices_with_prefix() (in module respy.pre_processing.model_processing) _infer_dense_keys_from_arguments() (in module respy.parallelization) _infer_number_of_types() (in module respy.pre_processing.model_processing) _internal_log_like_obs() (in module respy.likelihood) _is_dense_dictionary_argument() (in module respy.parallelization) _is_dictionary_with_integer_keys() (in module respy.parallelization) _is_nonnegative_integer() (in module respy.pre_processing.model_checking) _is_positive_nonzero_integer() (in module respy.pre_processing.model_checking) _logsumexp() (in module respy.likelihood) _map_choice_codes_to_indices_of_valid_choice_set() (in module respy.likelihood) _map_observations_to_dense_index() (in module respy.shared) _parse_cache_directory() (in module respy.pre_processing.model_processing) _parse_choice_parameters() (in module respy.pre_processing.model_processing) _parse_choices() (in module respy.pre_processing.model_processing) _parse_exogenous_processes() (in module respy.pre_processing.model_processing) _parse_initial_and_max_experience() (in module respy.pre_processing.model_processing) _parse_lagged_choices() (in module respy.pre_processing.model_processing) _parse_measurement_errors() (in module respy.pre_processing.model_processing) _parse_observable_or_exog_process_names() (in module respy.pre_processing.model_processing) _parse_observables() (in module respy.pre_processing.model_processing) _parse_parameters() (in module respy.pre_processing.model_processing) _parse_present_bias_parameter() (in module respy.pre_processing.model_processing) _parse_probabilities_or_logit_coefficients() (in module respy.pre_processing.model_processing) _parse_shocks() (in module respy.pre_processing.model_processing) _parse_types() (in module respy.pre_processing.model_processing) _patch_doctest_namespace() (in module respy.conftest) _predict_with_linear_model() (in module respy.interpolate) _process_estimation_data() (in module respy.likelihood) _process_input_df_for_simulation() (in module respy.simulate) _process_simulation_output() (in module respy.simulate) _random_choice() (in module respy.simulate) _read_options() (in module respy.pre_processing.model_processing) _read_params() (in module respy.pre_processing.model_processing) _reconstruct_input_from_dict() (in module respy.method_of_simulated_moments) _replace_choices_and_observables_in_formula() (in module respy.pre_processing.model_processing) _replace_in_single_or_double_quotes() (in module respy.pre_processing.model_processing) _return_input() (in module respy.method_of_simulated_moments) _sample_characteristic() (in module respy.simulate) _simulate_log_probability_of_individuals_observed_choice() (in module respy.likelihood) _simulate_single_period() (in module respy.simulate) _solve_with_backward_induction() (in module respy.solve) _split_dataframe() (in module respy.parallelization) _split_interpolation_points_evenly() (in module respy.interpolate) _sync_optim_paras_and_options() (in module respy.pre_processing.model_processing) _type_prob_template() (in module respy.pre_processing.specification_helpers) _type_shift_template() (in module respy.pre_processing.specification_helpers) _update_optim_paras_with_initial_experience_levels() (in module respy.likelihood) _validate_shocks() (in module respy.pre_processing.model_checking) A aggregate_keane_wolpin_utility() (in module respy.shared) apply_law_of_motion_for_core() (in module respy.shared) apply_law_of_motion_for_dense() (in module respy.simulate) array_to_tuple() (in module respy._numba) B backward induction blue-collar occupation C calculate_conditional_draws() (in module respy.conditional_draws) calculate_expected_value_functions() (in module respy.shared) calculate_value_functions_and_flow_utilities() (in module respy.shared) CHAOSPY_INSTALLED (in module respy.config) check_estimation_data() (in module respy.pre_processing.data_checking) check_model_solution() (in module respy.pre_processing.model_checking) check_simulated_data() (in module respy.pre_processing.data_checking) collect_child_indices() (respy.state_space.StateSpace method) compute_covariates() (in module respy.shared) compute_transition_probabilities() (in module respy.exogenous_processes) convert_dictionary_keys_to_dense_indices() (in module respy.shared) convert_labeled_variables_to_codes() (in module respy.shared) covariate COVARIATES_DOT_PRODUCT_DTYPE (in module respy.config) create_arrays_for_expected_value_functions() (respy.state_space.StateSpace method) create_base_draws() (in module respy.shared) create_core_state_space_columns() (in module respy.shared) create_dense_choice_state_space_columns() (in module respy.shared) create_dense_state_space_columns() (in module respy.shared) create_draws() (respy.state_space.StateSpace method) create_draws_and_log_prob_wages() (in module respy.conditional_draws) create_is_inadmissible() (in module respy.state_space) create_kw_97() (in module respy.data) create_objects_for_exogenous_processes() (respy.state_space.StateSpace method) create_state_space_class() (in module respy.state_space) create_state_space_columns() (in module respy.shared) create_transit_choice_set() (in module respy.exogenous_processes) create_transition_objects() (in module respy.exogenous_processes) csv_template() (in module respy.pre_processing.specification_helpers) D decision rule DEFAULT_OPTIONS (in module respy.config) discounted utility discrete choice downcast_to_smallest_dtype() (in module respy.shared) draw_dense_key_next_period() (in module respy.simulate) DTYPE_STATES (in module respy.config) dump_objects() (in module respy.shared) dynamic programming E EXAMPLE_MODELS (in module respy.config) F finite mixture model finite-horizon forward-looking G generate_column_dtype_dict_for_estimation() (in module respy.shared) generate_obs_labels() (in module respy.pre_processing.specification_helpers) get_attribute_from_period() (respy.state_space.StateSpace method) get_choice_set_from_complex() (in module respy.shared) get_continuation_values() (respy.state_space.StateSpace method) get_dense_keys_from_period() (respy.state_space.StateSpace method) get_diag_weighting_matrix() (in module respy) (in module respy.method_of_simulated_moments) get_example_model() (in module respy) (in module respy.interface) get_exogenous_from_dense_covariates() (in module respy.shared) get_flat_moments() (in module respy) (in module respy.method_of_simulated_moments) get_log_like_func() (in module respy) (in module respy.likelihood) get_moment_errors_func() (in module respy) (in module respy.method_of_simulated_moments) get_parameter_constraints() (in module respy) (in module respy.interface) get_simulate_func() (in module respy) (in module respy.simulate) get_solve_func() (in module respy) (in module respy.solve) I identify_necessary_covariates() (in module respy.pre_processing.process_covariates) INDEXER_DTYPE (in module respy.config) INDEXER_INVALID_INDEX (in module respy.config) initial_and_max_experience_template() (in module respy.pre_processing.specification_helpers) K KEANE_WOLPIN_1994_MODELS (in module respy.config) KEANE_WOLPIN_1997_MODELS (in module respy.config) KEANE_WOLPIN_2000_MODELS (in module respy.config) KW_2000_CONSTRAINTS (in module respy.interface) KW_94_CONSTRAINTS (in module respy.interface) kw_94_interpolation() (in module respy.interpolate) KW_97_BASIC_CONSTRAINTS (in module respy.interface) KW_97_EXTENDED_CONSTRAINTS (in module respy.interface) L lagged_choices_covariates_template() (in module respy.pre_processing.specification_helpers) lagged_choices_probs_template() (in module respy.pre_processing.specification_helpers) load_objects() (in module respy.shared) log_like() (in module respy.likelihood) M make_cholesky_unique() (in module respy.conditional_draws) map_observations_to_states() (in module respy.shared) map_states_to_core_key_and_core_index() (in module respy.shared) MAX_FLOAT (in module respy.config) MAX_LOG_FLOAT (in module respy.config) maximum likelihood estimation measurement error MIN_FLOAT (in module respy.config) MIN_LOG_FLOAT (in module respy.config) module respy respy._numba respy.conditional_draws respy.config respy.conftest respy.data respy.exogenous_processes respy.interface respy.interpolate respy.likelihood respy.method_of_simulated_moments respy.parallelization respy.pre_processing respy.pre_processing.data_checking respy.pre_processing.model_checking respy.pre_processing.model_processing respy.pre_processing.process_covariates respy.pre_processing.specification_helpers respy.shared respy.simulate respy.solve respy.state_space moment_errors() (in module respy.method_of_simulated_moments) N non-pecuniary utility normalize_probabilities() (in module respy.shared) O observable characteristic observable_coeffs_template() (in module respy.pre_processing.specification_helpers) observable_prob_template() (in module respy.pre_processing.specification_helpers) ols() (in module respy.interpolate) P pandas_dot() (in module respy.shared) parallelize_across_dense_dimensions() (in module respy.parallelization) parameter space prepare_cache_directory() (in module respy.shared) principle of optimality process_params_and_options() (in module respy.pre_processing.model_processing) pytest_addoption() (in module respy.conftest) pytest_generate_tests() (in module respy.conftest) R rational expectations remove_irrelevant_covariates() (in module respy.pre_processing.process_covariates) rename_labels_from_internal() (in module respy.shared) rename_labels_to_internal() (in module respy.shared) respy module respy._numba module respy.conditional_draws module respy.config module respy.conftest module respy.data module respy.exogenous_processes module respy.interface module respy.interpolate module respy.likelihood module respy.method_of_simulated_moments module respy.parallelization module respy.pre_processing module respy.pre_processing.data_checking module respy.pre_processing.model_checking module respy.pre_processing.model_processing module respy.pre_processing.process_covariates module respy.pre_processing.specification_helpers module respy.shared module respy.simulate module respy.solve module respy.state_space module return_core_dense_key() (in module respy.shared) ROBINSON_CRUSOE_CONSTRAINTS (in module respy.interface) ROBINSON_CRUSOE_MODELS (in module respy.config) ROOT_DIR (in module respy.config) S seed() (in module respy.conftest) SEED_STARTUP_ITERATION_GAP (in module respy.config) select_valid_choices() (in module respy.shared) separate_covariates_into_core_dense_mixed() (in module respy.pre_processing.process_covariates) set_attribute_from_keys() (respy.state_space.StateSpace method) sheepskin effect simulate() (in module respy.simulate) solve() (in module respy.solve) split_and_combine_df() (in module respy.parallelization) state space StateSpace (class in respy.state_space) stochastic shock subset_cholesky_factor_to_choice_set() (in module respy.shared) sum_over_numba_boolean_unituple() (in module respy._numba) T TEST_DIR (in module respy.config) TEST_RESOURCES_DIR (in module respy.config) TOL_REGRESSION_TESTS (in module respy.config) transform_base_draws_with_cholesky_factor() (in module respy.shared) U unobserved heterogeneity update_cholcov() (in module respy.conditional_draws) update_cholcov_with_measurement_error() (in module respy.conditional_draws) update_dense_state_variables() (in module respy.simulate) update_mean_and_evaluate_likelihood() (in module respy.conditional_draws) V validate_options() (in module respy.pre_processing.model_checking) validate_params() (in module respy.pre_processing.model_checking) W weight_continuation_values() (in module respy.exogenous_processes) white-collar occupation