Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | Y _ __init__() (diff_diff.Alert method) (diff_diff.BaconDecomposition method) (diff_diff.BaconDecompositionResults method) (diff_diff.BandwidthResult method) (diff_diff.BiasCorrectedFit method) (diff_diff.BusinessContext method) (diff_diff.BusinessReport method) (diff_diff.CallawaySantAnna method) (diff_diff.CallawaySantAnnaResults method) (diff_diff.ChaisemartinDHaultfoeuille method) (diff_diff.ChaisemartinDHaultfoeuilleResults method) (diff_diff.Comparison2x2 method) (diff_diff.ContinuousDiD method) (diff_diff.ContinuousDiDResults method) (diff_diff.CSBootstrapResults method) (diff_diff.DCDHBootstrapResults method) (diff_diff.DeltaRM method) (diff_diff.DeltaSD method) (diff_diff.DeltaSDRM method) (diff_diff.DiagnosticReport method) (diff_diff.DiagnosticReportResults method) (diff_diff.DiDResults method) (diff_diff.DifferenceInDifferences method) (diff_diff.DoseResponseCurve method) (diff_diff.EDiDBootstrapResults method) (diff_diff.EfficientDiD method) (diff_diff.EfficientDiDResults method) (diff_diff.GroupTimeEffect method) (diff_diff.HADPretestReport method) (diff_diff.HeterogeneousAdoptionDiD method) (diff_diff.HeterogeneousAdoptionDiDEventStudyResults method) (diff_diff.HeterogeneousAdoptionDiDResults method) (diff_diff.HonestDiD method) (diff_diff.HonestDiDResults method) (diff_diff.ImputationBootstrapResults method) (diff_diff.ImputationDiD method) (diff_diff.ImputationDiDResults method) (diff_diff.LocalLinearFit method) (diff_diff.MultiPeriodDiD method) (diff_diff.MultiPeriodDiDResults method) (diff_diff.OutcomeShape method) (diff_diff.PanelProfile method) (diff_diff.PeriodEffect method) (diff_diff.PlaceboTestResults method) (diff_diff.PowerAnalysis method) (diff_diff.PowerResults method) (diff_diff.PreTrendsPower method) (diff_diff.PreTrendsPowerCurve method) (diff_diff.PreTrendsPowerResults method) (diff_diff.QUGTestResults method) (diff_diff.SABootstrapResults method) (diff_diff.SensitivityResults method) (diff_diff.SimulationMDEResults method) (diff_diff.SimulationPowerResults method) (diff_diff.SimulationSampleSizeResults method) (diff_diff.SpilloverDiD method) (diff_diff.SpilloverDiDResults method) (diff_diff.StackedDiD method) (diff_diff.StackedDiDResults method) (diff_diff.StaggeredTripleDifference method) (diff_diff.StaggeredTripleDiffResults method) (diff_diff.StuteJointResult method) (diff_diff.StuteTestResults method) (diff_diff.SunAbraham method) (diff_diff.SunAbrahamResults method) (diff_diff.SyntheticControl method) (diff_diff.SyntheticControlResults method) (diff_diff.SyntheticDiD method) (diff_diff.SyntheticDiDResults method) (diff_diff.TreatmentDoseShape method) (diff_diff.TripleDifference method) (diff_diff.TripleDifferenceResults method) (diff_diff.TROP method) (diff_diff.TROPResults method) (diff_diff.TWFEWeightsResult method) (diff_diff.TwoStageBootstrapResults method) (diff_diff.TwoStageDiD method) (diff_diff.TwoStageDiDResults method) (diff_diff.TwoWayFixedEffects method) (diff_diff.WildBootstrapResults method) (diff_diff.wooldridge_results.WooldridgeDiDResults method) (diff_diff.WooldridgeDiD method) (diff_diff.YatchewTestResults method) __new__() (diff_diff.Alert class method) (diff_diff.BaconDecomposition class method) (diff_diff.BaconDecompositionResults class method) (diff_diff.BandwidthResult class method) (diff_diff.BiasCorrectedFit class method) (diff_diff.BusinessContext class method) (diff_diff.BusinessReport class method) (diff_diff.CallawaySantAnna class method) (diff_diff.CallawaySantAnnaResults class method) (diff_diff.ChaisemartinDHaultfoeuille class method) (diff_diff.ChaisemartinDHaultfoeuilleResults class method) (diff_diff.Comparison2x2 class method) (diff_diff.ContinuousDiD class method) (diff_diff.ContinuousDiDResults class method) (diff_diff.CSBootstrapResults class method) (diff_diff.DCDHBootstrapResults class method) (diff_diff.DeltaRM class method) (diff_diff.DeltaSD class method) (diff_diff.DeltaSDRM class method) (diff_diff.DiagnosticReport class method) (diff_diff.DiagnosticReportResults class method) (diff_diff.DiDResults class method) (diff_diff.DifferenceInDifferences class method) (diff_diff.DoseResponseCurve class method) (diff_diff.EDiDBootstrapResults class method) (diff_diff.EfficientDiD class method) (diff_diff.EfficientDiDResults class method) (diff_diff.GroupTimeEffect class method) (diff_diff.HADPretestReport class method) (diff_diff.HeterogeneousAdoptionDiD class method) (diff_diff.HeterogeneousAdoptionDiDEventStudyResults class method) (diff_diff.HeterogeneousAdoptionDiDResults class method) (diff_diff.HonestDiD class method) (diff_diff.HonestDiDResults class method) (diff_diff.ImputationBootstrapResults class method) (diff_diff.ImputationDiD class method) (diff_diff.ImputationDiDResults class method) (diff_diff.LocalLinearFit class method) (diff_diff.MultiPeriodDiD class method) (diff_diff.MultiPeriodDiDResults class method) (diff_diff.OutcomeShape class method) (diff_diff.PanelProfile class method) (diff_diff.PeriodEffect class method) (diff_diff.PlaceboTestResults class method) (diff_diff.PowerAnalysis class method) (diff_diff.PowerResults class method) (diff_diff.PreTrendsPower class method) (diff_diff.PreTrendsPowerCurve class method) (diff_diff.PreTrendsPowerResults class method) (diff_diff.QUGTestResults class method) (diff_diff.SABootstrapResults class method) (diff_diff.SensitivityResults class method) (diff_diff.SimulationMDEResults class method) (diff_diff.SimulationPowerResults class method) (diff_diff.SimulationSampleSizeResults class method) (diff_diff.SpilloverDiD class method) (diff_diff.SpilloverDiDResults class method) (diff_diff.StackedDiD class method) (diff_diff.StackedDiDResults class method) (diff_diff.StaggeredTripleDifference class method) (diff_diff.StaggeredTripleDiffResults class method) (diff_diff.StuteJointResult class method) (diff_diff.StuteTestResults class method) (diff_diff.SunAbraham class method) (diff_diff.SunAbrahamResults class method) (diff_diff.SyntheticControl class method) (diff_diff.SyntheticControlResults class method) (diff_diff.SyntheticDiD class method) (diff_diff.SyntheticDiDResults class method) (diff_diff.TreatmentDoseShape class method) (diff_diff.TripleDifference class method) (diff_diff.TripleDifferenceResults class method) (diff_diff.TROP class method) (diff_diff.TROPResults class method) (diff_diff.TWFEWeightsResult class method) (diff_diff.TwoStageBootstrapResults class method) (diff_diff.TwoStageDiD class method) (diff_diff.TwoStageDiDResults class method) (diff_diff.TwoWayFixedEffects class method) (diff_diff.WildBootstrapResults class method) (diff_diff.wooldridge_results.WooldridgeDiDResults class method) (diff_diff.WooldridgeDiD class method) (diff_diff.YatchewTestResults class method) A aggregate (diff_diff.HADPretestReport attribute) aggregate_survey() (in module diff_diff) aggregate_to_cohorts() (in module diff_diff) Alert (class in diff_diff) all_pass (diff_diff.HADPretestReport attribute) alpha (diff_diff.BiasCorrectedFit attribute) (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.CSBootstrapResults attribute) (diff_diff.DCDHBootstrapResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.HADPretestReport attribute) (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) (diff_diff.HonestDiDResults attribute) (diff_diff.ImputationBootstrapResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.PowerResults attribute) (diff_diff.PreTrendsPowerCurve attribute) (diff_diff.PreTrendsPowerResults attribute) (diff_diff.QUGTestResults attribute) (diff_diff.SABootstrapResults attribute) (diff_diff.SensitivityResults attribute) (diff_diff.SimulationMDEResults attribute) (diff_diff.SimulationPowerResults attribute) (diff_diff.SimulationSampleSizeResults attribute) (diff_diff.StackedDiDResults attribute) (diff_diff.StuteJointResult attribute) (diff_diff.StuteTestResults attribute) (diff_diff.SunAbrahamResults attribute) (diff_diff.SyntheticControlResults attribute) (diff_diff.TripleDifferenceResults attribute) (diff_diff.TROPResults attribute) (diff_diff.TwoStageBootstrapResults attribute) (diff_diff.TwoStageDiDResults attribute) (diff_diff.WildBootstrapResults attribute) (diff_diff.YatchewTestResults attribute) alternative (diff_diff.PowerResults attribute) anticipation (diff_diff.ContinuousDiDResults attribute) (diff_diff.EfficientDiDResults attribute) applicable_checks (diff_diff.DiagnosticReportResults attribute) att (diff_diff.DiDResults attribute) (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) (diff_diff.SpilloverDiDResults attribute) (diff_diff.SyntheticControlResults attribute) (diff_diff.SyntheticDiDResults attribute) (diff_diff.TripleDifferenceResults attribute) (diff_diff.TROPResults attribute) avg_att (diff_diff.MultiPeriodDiDResults attribute) avg_conf_int (diff_diff.MultiPeriodDiDResults attribute) avg_p_value (diff_diff.MultiPeriodDiDResults attribute) avg_se (diff_diff.MultiPeriodDiDResults attribute) avg_t_stat (diff_diff.MultiPeriodDiDResults attribute) B b_mse (diff_diff.BandwidthResult attribute) bacon_decompose() (in module diff_diff) BaconDecomposition (class in diff_diff) BaconDecompositionResults (class in diff_diff) balance_panel() (in module diff_diff) bandwidth (diff_diff.LocalLinearFit attribute) bandwidth_diagnostics (diff_diff.BiasCorrectedFit attribute) (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) bandwidth_source (diff_diff.BiasCorrectedFit attribute) BandwidthResult (class in diff_diff) base_period (diff_diff.ContinuousDiDResults attribute) bias_corrected_fit (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) bias_corrected_local_linear() (in module diff_diff) BiasCorrectedFit (class in diff_diff) bootstrap_distribution (diff_diff.CSBootstrapResults attribute) (diff_diff.DCDHBootstrapResults attribute) (diff_diff.ImputationBootstrapResults attribute) (diff_diff.SABootstrapResults attribute) (diff_diff.TROPResults attribute) (diff_diff.TwoStageBootstrapResults attribute) (diff_diff.WildBootstrapResults attribute) bootstrap_results (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.TwoStageDiDResults attribute) bootstrap_weights (diff_diff.ContinuousDiDResults attribute) (diff_diff.EfficientDiDResults attribute) boundary (diff_diff.BandwidthResult attribute) (diff_diff.BiasCorrectedFit attribute) (diff_diff.LocalLinearFit attribute) bounds (diff_diff.SensitivityResults attribute) breakdown_M (diff_diff.SensitivityResults attribute) BUSINESS_REPORT_SCHEMA_VERSION (in module diff_diff) BusinessContext (class in diff_diff) BusinessReport (class in diff_diff) bw_mp2 (diff_diff.BandwidthResult attribute) bw_mp3 (diff_diff.BandwidthResult attribute) C c_bw (diff_diff.BandwidthResult attribute) CallawaySantAnna (class in diff_diff) CallawaySantAnnaResults (class in diff_diff) cband_crit_value (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) cband_method (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) cband_n_bootstrap (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) chaisemartin_dhaultfoeuille() (in module diff_diff) ChaisemartinDHaultfoeuille (class in diff_diff) ChaisemartinDHaultfoeuilleResults (class in diff_diff) check_parallel_trends() (in module diff_diff) check_parallel_trends_robust() (in module diff_diff) ci_lb (diff_diff.HonestDiDResults attribute) ci_lower (diff_diff.WildBootstrapResults attribute) ci_method (diff_diff.HonestDiDResults attribute) ci_ub (diff_diff.HonestDiDResults attribute) ci_upper (diff_diff.WildBootstrapResults attribute) clean_control (diff_diff.StackedDiDResults attribute) clear_cache() (in module diff_diff) cluster_name (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) cohort_weights (diff_diff.SunAbrahamResults attribute) Comparison2x2 (class in diff_diff) comparison_type (diff_diff.Comparison2x2 attribute) comparisons (diff_diff.BaconDecompositionResults attribute) compute_honest_did() (in module diff_diff) compute_mde() (in module diff_diff) compute_mdv() (in module diff_diff) compute_power() (in module diff_diff) compute_pretrends_power() (in module diff_diff) compute_sample_size() (in module diff_diff) conf_int (diff_diff.DiDResults attribute) (diff_diff.PeriodEffect attribute) (diff_diff.PlaceboTestResults attribute) (diff_diff.SyntheticControlResults attribute) (diff_diff.SyntheticDiDResults attribute) (diff_diff.TripleDifferenceResults attribute) (diff_diff.TROPResults attribute) conf_int_lower (diff_diff.DoseResponseCurve attribute) conf_int_upper (diff_diff.DoseResponseCurve attribute) ContinuousDiD (class in diff_diff) ContinuousDiDResults (class in diff_diff) control_group (diff_diff.Comparison2x2 attribute) (diff_diff.SunAbrahamResults attribute) cost_benefit_delta (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) covariate_residuals (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) coverage (diff_diff.SimulationPowerResults attribute) create_event_time() (in module diff_diff) critical_value (diff_diff.PreTrendsPowerResults attribute) (diff_diff.QUGTestResults attribute) (diff_diff.YatchewTestResults attribute) CSBootstrapResults (class in diff_diff) cvm_stat (diff_diff.StuteTestResults attribute) cvm_stat_joint (diff_diff.StuteJointResult attribute) D d_bar (diff_diff.SpilloverDiDResults attribute) d_lower (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) d_order_1 (diff_diff.QUGTestResults attribute) d_order_2 (diff_diff.QUGTestResults attribute) DCDHBootstrapResults (class in diff_diff) deff (diff_diff.PowerResults attribute) DeltaRM (class in diff_diff) DeltaSD (class in diff_diff) DeltaSDRM (class in diff_diff) design (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) (diff_diff.PowerResults attribute) design2_effects (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) design_matrix (diff_diff.LocalLinearFit attribute) df_inference (diff_diff.CallawaySantAnnaResults attribute) DIAGNOSTIC_REPORT_SCHEMA_VERSION (in module diff_diff) DiagnosticReport (class in diff_diff) DiagnosticReportResults (class in diff_diff) did_had_pretest_workflow() (in module diff_diff) DiDResults (class in diff_diff) diff_diff.bacon module diff_diff.continuous_did module diff_diff.diagnostics module diff_diff.efficient_did module diff_diff.estimators module diff_diff.honest_did module diff_diff.imputation module diff_diff.KERNELS (built-in variable) diff_diff.power module diff_diff.prep module diff_diff.pretrends module diff_diff.results module diff_diff.spillover module diff_diff.staggered module diff_diff.sun_abraham module diff_diff.synthetic_did module diff_diff.triple_diff module diff_diff.twfe module diff_diff.two_stage module diff_diff.utils module diff_diff.visualization module diff_diff.wooldridge module DifferenceInDifferences (class in diff_diff) donor_weights (diff_diff.SyntheticControlResults attribute) dose_grid (diff_diff.DoseResponseCurve attribute) dose_mean (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) dose_response_acrt (diff_diff.ContinuousDiDResults attribute) dose_response_att (diff_diff.ContinuousDiDResults attribute) DoseResponseCurve (class in diff_diff) E EDiDBootstrapResults (class in diff_diff) effect (diff_diff.GroupTimeEffect attribute) (diff_diff.PeriodEffect attribute) effect_size (diff_diff.PowerResults attribute) (diff_diff.SimulationSampleSizeResults attribute) effect_sizes (diff_diff.SimulationPowerResults attribute) effective_dose_mean (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) effective_n_units (diff_diff.SimulationMDEResults attribute) (diff_diff.SimulationPowerResults attribute) (diff_diff.SimulationSampleSizeResults attribute) effective_rank (diff_diff.TROPResults attribute) effects (diff_diff.DoseResponseCurve attribute) efficient_weights (diff_diff.EfficientDiDResults attribute) EfficientDiD (class in diff_diff) EfficientDiDResults (class in diff_diff) epanechnikov_kernel() (in module diff_diff) equivalence_test_trends() (in module diff_diff) estimate (diff_diff.Comparison2x2 attribute) estimate_bias_corrected (diff_diff.BiasCorrectedFit attribute) estimate_classical (diff_diff.BiasCorrectedFit attribute) estimation_method (diff_diff.TripleDifferenceResults attribute) estimation_path (diff_diff.EfficientDiDResults attribute) estimator_name (diff_diff.SimulationMDEResults attribute) (diff_diff.SimulationPowerResults attribute) (diff_diff.SimulationSampleSizeResults attribute) event_study (diff_diff.SpilloverDiDResults attribute) event_study_cis (diff_diff.CSBootstrapResults attribute) (diff_diff.ImputationBootstrapResults attribute) (diff_diff.SABootstrapResults attribute) (diff_diff.TwoStageBootstrapResults attribute) event_study_effects (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.StackedDiDResults attribute) (diff_diff.SunAbrahamResults attribute) (diff_diff.TwoStageDiDResults attribute) event_study_p_values (diff_diff.CSBootstrapResults attribute) (diff_diff.ImputationBootstrapResults attribute) (diff_diff.SABootstrapResults attribute) (diff_diff.TwoStageBootstrapResults attribute) event_study_ses (diff_diff.CSBootstrapResults attribute) (diff_diff.ImputationBootstrapResults attribute) (diff_diff.SABootstrapResults attribute) (diff_diff.TwoStageBootstrapResults attribute) event_times (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) exact_linear_short_circuited (diff_diff.StuteJointResult attribute) F F (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) factor_matrix (diff_diff.TROPResults attribute) fake_group (diff_diff.PlaceboTestResults attribute) fake_period (diff_diff.PlaceboTestResults attribute) filter_info (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) G gap_path (diff_diff.SyntheticControlResults attribute) generate_continuous_did_data() (in module diff_diff) generate_ddd_data() (in module diff_diff) generate_ddd_panel_data() (in module diff_diff) generate_did_data() (in module diff_diff) generate_event_study_data() (in module diff_diff) generate_factor_data() (in module diff_diff) generate_panel_data() (in module diff_diff) generate_reversible_did_data() (in module diff_diff) generate_staggered_data() (in module diff_diff) group (diff_diff.GroupTimeEffect attribute) group_cis (diff_diff.ImputationBootstrapResults attribute) (diff_diff.TwoStageBootstrapResults attribute) group_effect_cis (diff_diff.CSBootstrapResults attribute) group_effect_p_values (diff_diff.CSBootstrapResults attribute) group_effect_ses (diff_diff.CSBootstrapResults attribute) group_effects (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.StackedDiDResults attribute) (diff_diff.TwoStageDiDResults attribute) group_p_values (diff_diff.ImputationBootstrapResults attribute) (diff_diff.TwoStageBootstrapResults attribute) group_ses (diff_diff.ImputationBootstrapResults attribute) (diff_diff.TwoStageBootstrapResults attribute) group_time_cis (diff_diff.CSBootstrapResults attribute) group_time_effects (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.ContinuousDiDResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.StaggeredTripleDiffResults attribute) group_time_p_values (diff_diff.CSBootstrapResults attribute) group_time_ses (diff_diff.CSBootstrapResults attribute) groups (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.StackedDiDResults attribute) (diff_diff.StaggeredTripleDiffResults attribute) (diff_diff.SunAbrahamResults attribute) (diff_diff.TwoStageDiDResults attribute) GroupTimeEffect (class in diff_diff) H h_mse (diff_diff.BandwidthResult attribute) HADPretestReport (class in diff_diff) heterogeneity_effects (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) HeterogeneousAdoptionDiD (class in diff_diff) HeterogeneousAdoptionDiDEventStudyResults (class in diff_diff) HeterogeneousAdoptionDiDResults (class in diff_diff) homogeneity_joint (diff_diff.HADPretestReport attribute) honest_did_results (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) HonestDiD (class in diff_diff) HonestDiDResults (class in diff_diff) horizon_labels (diff_diff.StuteJointResult attribute) I imputation_did() (in module diff_diff) ImputationBootstrapResults (class in diff_diff) ImputationDiD (class in diff_diff) ImputationDiDResults (class in diff_diff) inference_method (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) influence_functions (diff_diff.EfficientDiDResults attribute) interaction_indices (diff_diff.MultiPeriodDiDResults attribute) intercept (diff_diff.LocalLinearFit attribute) interpretation (diff_diff.DiagnosticReportResults attribute) is_fitted_ (diff_diff.BaconDecomposition attribute) (diff_diff.CallawaySantAnna attribute) (diff_diff.ChaisemartinDHaultfoeuille attribute) (diff_diff.DifferenceInDifferences attribute) (diff_diff.ImputationDiD attribute) (diff_diff.MultiPeriodDiD attribute) (diff_diff.SpilloverDiD attribute) (diff_diff.StackedDiD attribute) (diff_diff.SunAbraham attribute) (diff_diff.SyntheticDiD attribute) (diff_diff.TripleDifference attribute) (diff_diff.TROP attribute) (diff_diff.TwoStageDiD attribute) is_significant (diff_diff.PlaceboTestResults attribute) is_staggered (diff_diff.SpilloverDiDResults attribute) J joiners_att (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) joiners_available (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) joiners_ci (diff_diff.DCDHBootstrapResults attribute) joiners_conf_int (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) joiners_p_value (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.DCDHBootstrapResults attribute) joiners_se (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.DCDHBootstrapResults attribute) joiners_t_stat (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) joint_homogeneity_test() (in module diff_diff) joint_pretrends_test() (in module diff_diff) K kappa_post (diff_diff.StackedDiDResults attribute) kappa_pre (diff_diff.StackedDiDResults attribute) kernel (diff_diff.BandwidthResult attribute) (diff_diff.BiasCorrectedFit attribute) (diff_diff.LocalLinearFit attribute) kernel_bandwidth (diff_diff.EfficientDiDResults attribute) kernel_moments() (in module diff_diff) kernel_weights (diff_diff.LocalLinearFit attribute) L lambda_nn (diff_diff.TROPResults attribute) lambda_time (diff_diff.TROPResults attribute) lambda_unit (diff_diff.TROPResults attribute) lb (diff_diff.HonestDiDResults attribute) leave_one_out_effects (diff_diff.PlaceboTestResults attribute) leave_one_out_test() (in module diff_diff) leavers_att (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) leavers_available (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) leavers_ci (diff_diff.DCDHBootstrapResults attribute) leavers_conf_int (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) leavers_p_value (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.DCDHBootstrapResults attribute) leavers_se (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.DCDHBootstrapResults attribute) leavers_t_stat (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) linear_trends_effects (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) list_datasets() (in module diff_diff) load_card_krueger() (in module diff_diff) load_castle_doctrine() (in module diff_diff) load_dataset() (in module diff_diff) load_divorce_laws() (in module diff_diff) load_mpdta() (in module diff_diff) local_linear_fit() (in module diff_diff) LocalLinearFit (class in diff_diff) loocv_score (diff_diff.TROPResults attribute) M M (diff_diff.HonestDiDResults attribute) M_values (diff_diff.PreTrendsPowerCurve attribute) (diff_diff.SensitivityResults attribute) make_post_indicator() (in module diff_diff) make_treatment_indicator() (in module diff_diff) mde (diff_diff.PowerResults attribute) (diff_diff.SimulationMDEResults attribute) mdv (diff_diff.PreTrendsPowerCurve attribute) (diff_diff.PreTrendsPowerResults attribute) mean_estimate (diff_diff.SimulationPowerResults attribute) mean_se (diff_diff.SimulationPowerResults attribute) method (diff_diff.HonestDiDResults attribute) (diff_diff.SensitivityResults attribute) module diff_diff.bacon diff_diff.continuous_did diff_diff.diagnostics diff_diff.efficient_did diff_diff.estimators diff_diff.honest_did diff_diff.imputation diff_diff.power diff_diff.prep diff_diff.pretrends diff_diff.results diff_diff.spillover diff_diff.staggered diff_diff.sun_abraham diff_diff.synthetic_did diff_diff.triple_diff diff_diff.twfe diff_diff.two_stage diff_diff.utils diff_diff.visualization diff_diff.wooldridge mse_optimal_bandwidth() (in module diff_diff) mspe_v (diff_diff.SyntheticControlResults attribute) MultiPeriodDiD (class in diff_diff) MultiPeriodDiDResults (class in diff_diff) N n (diff_diff.BandwidthResult attribute) n_above_d_lower (diff_diff.HeterogeneousAdoptionDiDResults attribute) n_always_treated_remapped (diff_diff.BaconDecompositionResults attribute) n_bootstrap (diff_diff.ContinuousDiDResults attribute) (diff_diff.CSBootstrapResults attribute) (diff_diff.DCDHBootstrapResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.ImputationBootstrapResults attribute) (diff_diff.SABootstrapResults attribute) (diff_diff.StuteJointResult attribute) (diff_diff.StuteTestResults attribute) (diff_diff.TROPResults attribute) (diff_diff.TwoStageBootstrapResults attribute) (diff_diff.WildBootstrapResults attribute) n_clusters (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.WildBootstrapResults attribute) n_cohorts (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) n_control (diff_diff.Comparison2x2 attribute) (diff_diff.DiDResults attribute) (diff_diff.GroupTimeEffect attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) (diff_diff.MultiPeriodDiDResults attribute) (diff_diff.PowerResults attribute) (diff_diff.SyntheticDiDResults attribute) (diff_diff.TROPResults attribute) n_control_eligible (diff_diff.TripleDifferenceResults attribute) n_control_ineligible (diff_diff.TripleDifferenceResults attribute) n_control_units (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.StackedDiDResults attribute) (diff_diff.StaggeredTripleDiffResults attribute) (diff_diff.SunAbrahamResults attribute) (diff_diff.TwoStageDiDResults attribute) n_donors (diff_diff.SyntheticControlResults attribute) n_effective (diff_diff.LocalLinearFit attribute) n_eligible (diff_diff.StaggeredTripleDiffResults attribute) n_excluded_zero (diff_diff.QUGTestResults attribute) n_far_away_obs (diff_diff.SpilloverDiDResults attribute) n_groups_dropped_crossers (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) n_groups_dropped_never_switching (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) n_groups_dropped_singleton_baseline (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) n_horizons (diff_diff.StuteJointResult attribute) n_ineligible (diff_diff.StaggeredTripleDiffResults attribute) n_joiner_cells (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) n_joiner_obs (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) n_leaver_cells (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) n_leaver_obs (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) n_mass_point (diff_diff.HeterogeneousAdoptionDiDResults attribute) n_never_enabled (diff_diff.StaggeredTripleDiffResults attribute) n_never_treated (diff_diff.BaconDecompositionResults attribute) n_obs (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.DiDResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.HADPretestReport attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.MultiPeriodDiDResults attribute) (diff_diff.PlaceboTestResults attribute) (diff_diff.QUGTestResults attribute) (diff_diff.StackedDiDResults attribute) (diff_diff.StaggeredTripleDiffResults attribute) (diff_diff.StuteJointResult attribute) (diff_diff.StuteTestResults attribute) (diff_diff.SunAbrahamResults attribute) (diff_diff.SyntheticControlResults attribute) (diff_diff.SyntheticDiDResults attribute) (diff_diff.TripleDifferenceResults attribute) (diff_diff.TROPResults attribute) (diff_diff.TwoStageDiDResults attribute) (diff_diff.YatchewTestResults attribute) n_obs_per_horizon (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) n_post (diff_diff.PowerResults attribute) n_post_periods (diff_diff.SyntheticControlResults attribute) (diff_diff.TROPResults attribute) n_pre (diff_diff.PowerResults attribute) n_pre_periods (diff_diff.PreTrendsPowerResults attribute) (diff_diff.SyntheticControlResults attribute) (diff_diff.TROPResults attribute) n_simulation_failures (diff_diff.SimulationPowerResults attribute) n_simulations (diff_diff.SimulationPowerResults attribute) n_simulations_per_step (diff_diff.SimulationMDEResults attribute) (diff_diff.SimulationSampleSizeResults attribute) n_stacked_obs (diff_diff.StackedDiDResults attribute) n_steps (diff_diff.SimulationMDEResults attribute) (diff_diff.SimulationSampleSizeResults attribute) n_sub_experiments (diff_diff.StackedDiDResults attribute) n_switcher_cells (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) n_timing_groups (diff_diff.BaconDecompositionResults attribute) n_total (diff_diff.BiasCorrectedFit attribute) n_treated (diff_diff.Comparison2x2 attribute) (diff_diff.DiDResults attribute) (diff_diff.GroupTimeEffect attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) (diff_diff.MultiPeriodDiDResults attribute) (diff_diff.PowerResults attribute) (diff_diff.SyntheticDiDResults attribute) (diff_diff.TROPResults attribute) n_treated_eligible (diff_diff.TripleDifferenceResults attribute) n_treated_ineligible (diff_diff.TripleDifferenceResults attribute) n_treated_obs (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.TROPResults attribute) (diff_diff.TwoStageDiDResults attribute) n_treated_units (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.StackedDiDResults attribute) (diff_diff.StaggeredTripleDiffResults attribute) (diff_diff.SunAbrahamResults attribute) (diff_diff.TwoStageDiDResults attribute) n_units (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.SimulationMDEResults attribute) n_units_ever_in_ring (diff_diff.SpilloverDiDResults attribute) n_untreated_obs (diff_diff.ImputationDiDResults attribute) (diff_diff.TwoStageDiDResults attribute) n_used (diff_diff.BiasCorrectedFit attribute) nis_box_probability (diff_diff.PreTrendsPowerResults attribute) noncentrality (diff_diff.PreTrendsPowerResults attribute) normalized_effects (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) null_form (diff_diff.StuteJointResult attribute) (diff_diff.YatchewTestResults attribute) O omega_condition_numbers (diff_diff.EfficientDiDResults attribute) original_effect (diff_diff.PlaceboTestResults attribute) original_estimate (diff_diff.HonestDiDResults attribute) (diff_diff.SensitivityResults attribute) original_results (diff_diff.HonestDiDResults attribute) original_se (diff_diff.HonestDiDResults attribute) (diff_diff.PlaceboTestResults attribute) (diff_diff.SensitivityResults attribute) OutcomeShape (class in diff_diff) overall_acrt (diff_diff.ContinuousDiDResults attribute) overall_att (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.ContinuousDiDResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.StackedDiDResults attribute) (diff_diff.StaggeredTripleDiffResults attribute) (diff_diff.SunAbrahamResults attribute) (diff_diff.TwoStageDiDResults attribute) overall_att_ci (diff_diff.CSBootstrapResults attribute) (diff_diff.ImputationBootstrapResults attribute) (diff_diff.SABootstrapResults attribute) (diff_diff.TwoStageBootstrapResults attribute) overall_att_es (diff_diff.StaggeredTripleDiffResults attribute) overall_att_es_ci (diff_diff.CSBootstrapResults attribute) overall_att_es_p_value (diff_diff.CSBootstrapResults attribute) overall_att_es_se (diff_diff.CSBootstrapResults attribute) overall_att_p_value (diff_diff.CSBootstrapResults attribute) (diff_diff.ImputationBootstrapResults attribute) (diff_diff.SABootstrapResults attribute) (diff_diff.TwoStageBootstrapResults attribute) overall_att_se (diff_diff.CSBootstrapResults attribute) (diff_diff.ImputationBootstrapResults attribute) (diff_diff.SABootstrapResults attribute) (diff_diff.TwoStageBootstrapResults attribute) overall_ci (diff_diff.DCDHBootstrapResults attribute) overall_conf_int (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.StackedDiDResults attribute) (diff_diff.StaggeredTripleDiffResults attribute) (diff_diff.SunAbrahamResults attribute) (diff_diff.TwoStageDiDResults attribute) overall_p_value (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.DCDHBootstrapResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.StackedDiDResults attribute) (diff_diff.StaggeredTripleDiffResults attribute) (diff_diff.SunAbrahamResults attribute) (diff_diff.TwoStageDiDResults attribute) overall_se (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.DCDHBootstrapResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.StackedDiDResults attribute) (diff_diff.StaggeredTripleDiffResults attribute) (diff_diff.SunAbrahamResults attribute) (diff_diff.TwoStageDiDResults attribute) overall_t_stat (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.StackedDiDResults attribute) (diff_diff.StaggeredTripleDiffResults attribute) (diff_diff.SunAbrahamResults attribute) (diff_diff.TwoStageDiDResults attribute) P p_value (diff_diff.DiDResults attribute) (diff_diff.PeriodEffect attribute) (diff_diff.PlaceboTestResults attribute) (diff_diff.QUGTestResults attribute) (diff_diff.StuteJointResult attribute) (diff_diff.StuteTestResults attribute) (diff_diff.SyntheticDiDResults attribute) (diff_diff.TripleDifferenceResults attribute) (diff_diff.TROPResults attribute) (diff_diff.WildBootstrapResults attribute) (diff_diff.YatchewTestResults attribute) PanelProfile (class in diff_diff) path_cumulated_event_study (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) path_effects (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) path_heterogeneity_effects (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) path_placebo_event_study (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) path_sup_t_bands (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) per_horizon_stats (diff_diff.StuteJointResult attribute) per_period_effects (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) period (diff_diff.PeriodEffect attribute) period_effects (diff_diff.MultiPeriodDiDResults attribute) PeriodEffect (class in diff_diff) permutation_distribution (diff_diff.PlaceboTestResults attribute) permutation_test() (in module diff_diff) placebo_available (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) placebo_ci (diff_diff.DCDHBootstrapResults attribute) placebo_conf_int (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) placebo_effect (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.PlaceboTestResults attribute) placebo_effects (diff_diff.SyntheticDiDResults attribute) placebo_group_test() (in module diff_diff) placebo_p_value (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.DCDHBootstrapResults attribute) (diff_diff.SyntheticControlResults attribute) placebo_se (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.DCDHBootstrapResults attribute) placebo_t_stat (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) placebo_timing_test() (in module diff_diff) PlaceboTestResults (class in diff_diff) plot_bacon() (in module diff_diff) plot_dose_response() (in module diff_diff) plot_event_study() (in module diff_diff) plot_group_effects() (in module diff_diff) plot_group_time_heatmap() (in module diff_diff) plot_honest_event_study() (in module diff_diff) plot_power_curve() (in module diff_diff) plot_pretrends_power() (in module diff_diff) plot_sensitivity() (in module diff_diff) plot_staircase() (in module diff_diff) plot_synth_weights() (in module diff_diff) post_periods (diff_diff.MultiPeriodDiDResults attribute) (diff_diff.SyntheticDiDResults attribute) power (diff_diff.PowerResults attribute) (diff_diff.PreTrendsPowerResults attribute) (diff_diff.SimulationPowerResults attribute) power_at_mde (diff_diff.SimulationMDEResults attribute) power_at_n (diff_diff.SimulationSampleSizeResults attribute) power_ci (diff_diff.SimulationPowerResults attribute) power_se (diff_diff.SimulationPowerResults attribute) PowerAnalysis (class in diff_diff) PowerResults (class in diff_diff) powers (diff_diff.PreTrendsPowerCurve attribute) (diff_diff.SimulationPowerResults attribute) pre_period_effects (diff_diff.PreTrendsPowerResults attribute) pre_period_ses (diff_diff.PreTrendsPowerResults attribute) pre_periods (diff_diff.MultiPeriodDiDResults attribute) (diff_diff.SyntheticDiDResults attribute) pre_rmspe (diff_diff.SyntheticControlResults attribute) predictor_balance (diff_diff.SyntheticControlResults attribute) pretest_form (diff_diff.PreTrendsPowerCurve attribute) (diff_diff.PreTrendsPowerResults attribute) pretrend_results (diff_diff.ImputationDiDResults attribute) pretrends_joint (diff_diff.HADPretestReport attribute) PreTrendsPower (class in diff_diff) PreTrendsPowerCurve (class in diff_diff) PreTrendsPowerResults (class in diff_diff) profile_panel() (in module diff_diff) pscore_trim (diff_diff.CallawaySantAnnaResults attribute) pt_assumption (diff_diff.EfficientDiDResults attribute) Q qug (diff_diff.HADPretestReport attribute) qug_test() (in module diff_diff) QUGTestResults (class in diff_diff) R rank_control_units() (in module diff_diff) rank_deficient_action (diff_diff.ContinuousDiDResults attribute) ratio_clip (diff_diff.EfficientDiDResults attribute) reference_period (diff_diff.MultiPeriodDiDResults attribute) reject (diff_diff.QUGTestResults attribute) (diff_diff.StuteJointResult attribute) (diff_diff.StuteTestResults attribute) (diff_diff.YatchewTestResults attribute) rejection_rate (diff_diff.SimulationPowerResults attribute) required_n (diff_diff.PowerResults attribute) (diff_diff.SimulationSampleSizeResults attribute) residuals (diff_diff.LocalLinearFit attribute) results_ (diff_diff.BaconDecomposition attribute) (diff_diff.CallawaySantAnna attribute) (diff_diff.ChaisemartinDHaultfoeuille attribute) (diff_diff.DifferenceInDifferences attribute) (diff_diff.ImputationDiD attribute) (diff_diff.MultiPeriodDiD attribute) (diff_diff.SpilloverDiD attribute) (diff_diff.StackedDiD attribute) (diff_diff.SunAbraham attribute) (diff_diff.SyntheticDiD attribute) (diff_diff.TripleDifference attribute) (diff_diff.TROP attribute) (diff_diff.TwoStageDiD attribute) rho (diff_diff.PowerResults attribute) ring_breakpoints (diff_diff.SpilloverDiDResults attribute) rmspe_ratio (diff_diff.SyntheticControlResults attribute) robust_cis (diff_diff.SensitivityResults attribute) run_all_placebo_tests() (in module diff_diff) run_placebo_test() (in module diff_diff) S SABootstrapResults (class in diff_diff) schema (diff_diff.DiagnosticReportResults attribute) se (diff_diff.DiDResults attribute) (diff_diff.DoseResponseCurve attribute) (diff_diff.GroupTimeEffect attribute) (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) (diff_diff.PeriodEffect attribute) (diff_diff.PlaceboTestResults attribute) (diff_diff.SyntheticControlResults attribute) (diff_diff.SyntheticDiDResults attribute) (diff_diff.TripleDifferenceResults attribute) (diff_diff.TROPResults attribute) (diff_diff.WildBootstrapResults attribute) se_classical (diff_diff.BiasCorrectedFit attribute) se_robust (diff_diff.BiasCorrectedFit attribute) search_path (diff_diff.SimulationMDEResults attribute) (diff_diff.SimulationSampleSizeResults attribute) seed (diff_diff.ContinuousDiDResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.StuteJointResult attribute) (diff_diff.StuteTestResults attribute) sensitivity_plot() (in module diff_diff) SensitivityResults (class in diff_diff) sieve_criterion (diff_diff.EfficientDiDResults attribute) sieve_k_max (diff_diff.EfficientDiDResults attribute) sigma (diff_diff.PowerResults attribute) sigma2_diff (diff_diff.YatchewTestResults attribute) sigma2_lin (diff_diff.YatchewTestResults attribute) sigma2_W (diff_diff.YatchewTestResults attribute) simulate_mde() (in module diff_diff) simulate_power() (in module diff_diff) simulate_sample_size() (in module diff_diff) SimulationMDEResults (class in diff_diff) SimulationPowerResults (class in diff_diff) SimulationSampleSizeResults (class in diff_diff) skipped_checks (diff_diff.DiagnosticReportResults attribute) slope (diff_diff.LocalLinearFit attribute) spillover_effects (diff_diff.SpilloverDiDResults attribute) SpilloverDiD (class in diff_diff) SpilloverDiDResults (class in diff_diff) stacked_data (diff_diff.StackedDiDResults attribute) stacked_did() (in module diff_diff) StackedDiD (class in diff_diff) StackedDiDResults (class in diff_diff) stage1_n_obs (diff_diff.SpilloverDiDResults attribute) StaggeredTripleDifference (class in diff_diff) StaggeredTripleDiffResults (class in diff_diff) standardize (diff_diff.SyntheticControlResults attribute) std_estimate (diff_diff.SimulationPowerResults attribute) stute (diff_diff.HADPretestReport attribute) stute_joint_pretest() (in module diff_diff) stute_test() (in module diff_diff) StuteJointResult (class in diff_diff) StuteTestResults (class in diff_diff) summarize_did_data() (in module diff_diff) SunAbraham (class in diff_diff) SunAbrahamResults (class in diff_diff) sup_t_bands (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) survey_metadata (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) (diff_diff.SyntheticControlResults attribute) synthetic_control() (in module diff_diff) synthetic_post_trajectory (diff_diff.SyntheticDiDResults attribute) synthetic_pre_trajectory (diff_diff.SyntheticDiDResults attribute) SyntheticControl (class in diff_diff) SyntheticControlResults (class in diff_diff) SyntheticDiD (class in diff_diff) SyntheticDiDResults (class in diff_diff) T t_stat (diff_diff.DiDResults attribute) (diff_diff.PeriodEffect attribute) (diff_diff.PlaceboTestResults attribute) (diff_diff.QUGTestResults attribute) (diff_diff.SyntheticDiDResults attribute) (diff_diff.TripleDifferenceResults attribute) (diff_diff.TROPResults attribute) t_stat_hr (diff_diff.YatchewTestResults attribute) t_stat_original (diff_diff.WildBootstrapResults attribute) target (diff_diff.DoseResponseCurve attribute) target_parameter (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) target_power (diff_diff.PreTrendsPowerCurve attribute) (diff_diff.PreTrendsPowerResults attribute) (diff_diff.SimulationMDEResults attribute) (diff_diff.SimulationSampleSizeResults attribute) test_statistic (diff_diff.PreTrendsPowerResults attribute) test_type (diff_diff.PlaceboTestResults attribute) time (diff_diff.GroupTimeEffect attribute) time_effects (diff_diff.TROPResults attribute) time_periods (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.ImputationDiDResults attribute) (diff_diff.StackedDiDResults attribute) (diff_diff.StaggeredTripleDiffResults attribute) (diff_diff.SunAbrahamResults attribute) (diff_diff.TwoStageDiDResults attribute) time_weights (diff_diff.SyntheticDiDResults attribute) time_weights_array (diff_diff.SyntheticDiDResults attribute) time_window (diff_diff.Comparison2x2 attribute) timing_groups (diff_diff.BaconDecompositionResults attribute) total_weight_earlier_vs_later (diff_diff.BaconDecompositionResults attribute) total_weight_later_vs_earlier (diff_diff.BaconDecompositionResults attribute) total_weight_treated_vs_never (diff_diff.BaconDecompositionResults attribute) treated_group (diff_diff.Comparison2x2 attribute) treated_post_trajectory (diff_diff.SyntheticDiDResults attribute) treated_pre_trajectory (diff_diff.SyntheticDiDResults attribute) treated_unit (diff_diff.SyntheticControlResults attribute) treatment_effects (diff_diff.ImputationDiDResults attribute) (diff_diff.TROPResults attribute) (diff_diff.TwoStageDiDResults attribute) TreatmentDoseShape (class in diff_diff) triangular_kernel() (in module diff_diff) trimmed_groups (diff_diff.StackedDiDResults attribute) triple_difference() (in module diff_diff) TripleDifference (class in diff_diff) TripleDifferenceResults (class in diff_diff) TROP (class in diff_diff) trop() (in module diff_diff) TROPResults (class in diff_diff) true_effect (diff_diff.SimulationPowerResults attribute) twfe_beta_fe (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) twfe_estimate (diff_diff.BaconDecompositionResults attribute) twfe_fraction_negative (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) twfe_sigma_fe (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) twfe_weights (diff_diff.ChaisemartinDHaultfoeuilleResults attribute) TWFEWeightsResult (class in diff_diff) two_stage_did() (in module diff_diff) TwoStageBootstrapResults (class in diff_diff) TwoStageDiD (class in diff_diff) TwoStageDiDResults (class in diff_diff) twowayfeweights() (in module diff_diff) TwoWayFixedEffects (class in diff_diff) U ub (diff_diff.HonestDiDResults attribute) uniform_kernel() (in module diff_diff) unit_effects (diff_diff.TROPResults attribute) unit_weights (diff_diff.SyntheticDiDResults attribute) V v_cv_t0 (diff_diff.SyntheticControlResults attribute) v_method (diff_diff.SyntheticControlResults attribute) v_weights (diff_diff.SyntheticControlResults attribute) validate_did_data() (in module diff_diff) variance_formula (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) variance_method (diff_diff.SyntheticDiDResults attribute) vcov (diff_diff.PreTrendsPowerResults attribute) vcov_type (diff_diff.CallawaySantAnnaResults attribute) (diff_diff.EfficientDiDResults attribute) (diff_diff.HeterogeneousAdoptionDiDEventStudyResults attribute) (diff_diff.HeterogeneousAdoptionDiDResults attribute) (diff_diff.SunAbrahamResults attribute) verdict (diff_diff.HADPretestReport attribute) violation_magnitude (diff_diff.PreTrendsPowerResults attribute) violation_type (diff_diff.PreTrendsPowerCurve attribute) (diff_diff.PreTrendsPowerResults attribute) violation_weights (diff_diff.PreTrendsPowerResults attribute) W warnings (diff_diff.DiagnosticReportResults attribute) weight (diff_diff.Comparison2x2 attribute) weight_type (diff_diff.CSBootstrapResults attribute) (diff_diff.DCDHBootstrapResults attribute) (diff_diff.ImputationBootstrapResults attribute) (diff_diff.SABootstrapResults attribute) (diff_diff.TwoStageBootstrapResults attribute) (diff_diff.WildBootstrapResults attribute) weighted_avg_earlier_vs_later (diff_diff.BaconDecompositionResults attribute) weighted_avg_later_vs_earlier (diff_diff.BaconDecompositionResults attribute) weighted_avg_treated_vs_never (diff_diff.BaconDecompositionResults attribute) weighting (diff_diff.StackedDiDResults attribute) weights (diff_diff.BaconDecomposition attribute) wide_to_long() (in module diff_diff) wild_bootstrap_se() (in module diff_diff) WildBootstrapResults (class in diff_diff) WooldridgeDiD (class in diff_diff) WooldridgeDiDResults (class in diff_diff.wooldridge_results) Y yatchew (diff_diff.HADPretestReport attribute) yatchew_hr_test() (in module diff_diff) YatchewTestResults (class in diff_diff)