Index A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | V | W | X | Y A accept_grid (moderndid.APRCIResult attribute) (moderndid.ARPNuisanceCIResult attribute) acrt_d (moderndid.didcont.DoseResult attribute) acrt_d_crit_val (moderndid.didcont.DoseResult attribute) acrt_d_inf_func (moderndid.didcont.DoseResult attribute) acrt_d_se (moderndid.didcont.DoseResult attribute) agg_ddd() (in module moderndid) aggregate_effects (moderndid.MPResult attribute) aggregation_type (moderndid.AGGTEResult attribute) (moderndid.DDDAggResult attribute) (moderndid.didcont.PTEAggteResult attribute) aggte() (in module moderndid) AGGTEResult (class in moderndid) aggteresult_to_polars() (in module moderndid.core.converters) aipw_did_panel() (in module moderndid) aipw_did_rc_imp1() (in module moderndid) aipw_did_rc_imp2() (in module moderndid) alpha (moderndid.didcont.GroupTimeATTResult attribute) (moderndid.MPResult attribute) APRCIResult (class in moderndid) are_varying() (in module moderndid.core.panel) args (moderndid.DDDAggResult attribute) (moderndid.DDDMultiPeriodRCResult attribute) (moderndid.DDDMultiPeriodResult attribute) (moderndid.DDDPanelResult attribute) (moderndid.DDDRCResult attribute) (moderndid.didcont.NPIVResult attribute) ARPNuisanceCIResult (class in moderndid) assign_rc_ids() (in module moderndid.core.panel) asy_se (moderndid.didcont.NPIVResult attribute) ate (moderndid.didinter.container.DIDInterResult attribute) ATEResult (class in moderndid.didinter.container) att (moderndid.ATTgtResult attribute) (moderndid.DDDMultiPeriodRCResult attribute) (moderndid.DDDMultiPeriodResult attribute) (moderndid.DDDPanelResult attribute) (moderndid.DDDRCResult attribute) (moderndid.didcont.GroupTimeATTResult attribute) att_by_event (moderndid.AGGTEResult attribute) (moderndid.didcont.PTEAggteResult attribute) att_d (moderndid.didcont.DoseResult attribute) att_d_crit_val (moderndid.didcont.DoseResult attribute) att_d_inf_func (moderndid.didcont.DoseResult attribute) att_d_se (moderndid.didcont.DoseResult attribute) att_egt (moderndid.DDDAggResult attribute) att_gt (moderndid.didcont.GroupTimeATTResult property) (moderndid.didcont.PTEResult attribute) (moderndid.MPResult attribute) att_gt() (in module moderndid) att_gt_result (moderndid.didcont.PTEAggteResult attribute) att_inf_func (moderndid.DDDPanelResult attribute) (moderndid.DDDRCResult attribute) attgt_list (moderndid.ComputeATTgtResult attribute) ATTgtResult (class in moderndid) B balance_event (moderndid.didcont.PTEAggteResult attribute) balanced_event_threshold (moderndid.AGGTEResult attribute) basis() (moderndid.BSpline method) beta (moderndid.didcont.NPIVResult attribute) boots (moderndid.DDDPanelResult attribute) (moderndid.DDDRCResult attribute) boundary_knots (moderndid.BSpline property) BSpline (class in moderndid) C calculate_pscore_ipt() (in module moderndid) call_info (moderndid.AGGTEResult attribute) cband (moderndid.didcont.GroupTimeATTResult attribute) ci_lb (moderndid.ARPNuisanceCIResult attribute) ci_length (moderndid.APRCIResult attribute) ci_level (moderndid.didinter.container.DIDInterResult attribute) ci_lower (moderndid.APRCIResult attribute) (moderndid.didinter.container.ATEResult attribute) (moderndid.didinter.container.EffectsResult attribute) (moderndid.didinter.container.HeterogeneityResult attribute) (moderndid.didinter.container.PlacebosResult attribute) ci_ub (moderndid.ARPNuisanceCIResult attribute) ci_upper (moderndid.APRCIResult attribute) (moderndid.didinter.container.ATEResult attribute) (moderndid.didinter.container.EffectsResult attribute) (moderndid.didinter.container.HeterogeneityResult attribute) (moderndid.didinter.container.PlacebosResult attribute) cluster_vars (moderndid.MPPretestResult attribute) complete_data() (in module moderndid.core.panel) compute_arp_ci() (in module moderndid) compute_arp_nuisance_ci() (in module moderndid) compute_cck_ucb() (in module moderndid) compute_clustered_variance() (in module moderndid.didinter.variance) compute_conditional_cs_rm() (in module moderndid) compute_conditional_cs_rmb() (in module moderndid) compute_conditional_cs_rmm() (in module moderndid) compute_conditional_cs_sd() (in module moderndid) compute_conditional_cs_sdb() (in module moderndid) compute_conditional_cs_sdm() (in module moderndid) compute_conditional_cs_sdrm() (in module moderndid) compute_conditional_cs_sdrmb() (in module moderndid) compute_conditional_cs_sdrmm() (in module moderndid) compute_flci() (in module moderndid) compute_identified_set_rm() (in module moderndid) compute_identified_set_rmb() (in module moderndid) compute_identified_set_rmm() (in module moderndid) compute_identified_set_sd() (in module moderndid) compute_identified_set_sdb() (in module moderndid) compute_identified_set_sdm() (in module moderndid) compute_identified_set_sdrm() (in module moderndid) compute_identified_set_sdrmb() (in module moderndid) compute_identified_set_sdrmm() (in module moderndid) compute_joint_test() (in module moderndid.didinter.variance) compute_least_favorable_cv() (in module moderndid) compute_ucb() (in module moderndid) compute_vlo_vup_dual() (in module moderndid) ComputeATTgtResult (class in moderndid) construct_original_cs() (in module moderndid) cont_did() (in module moderndid) count() (moderndid.AGGTEResult method) (moderndid.APRCIResult method) (moderndid.ARPNuisanceCIResult method) (moderndid.ATTgtResult method) (moderndid.ComputeATTgtResult method) (moderndid.DDDAggResult method) (moderndid.DDDMultiPeriodRCResult method) (moderndid.DDDMultiPeriodResult method) (moderndid.DDDPanelResult method) (moderndid.DDDRCResult method) (moderndid.didcont.DoseResult method) (moderndid.didcont.NPIVResult method) (moderndid.didcont.PTEAggteResult method) (moderndid.didcont.PTEResult method) (moderndid.didinter.container.ATEResult method) (moderndid.didinter.container.DIDInterResult method) (moderndid.didinter.container.EffectsResult method) (moderndid.didinter.container.HeterogeneityResult method) (moderndid.didinter.container.PlacebosResult method) (moderndid.FLCIResult method) (moderndid.HonestDiDResult method) (moderndid.MPPretestResult method) (moderndid.MPResult method) (moderndid.OriginalCSResult method) (moderndid.SensitivityResult method) covariates (moderndid.didinter.container.HeterogeneityResult attribute) create_sensitivity_results_rm() (in module moderndid) create_sensitivity_results_sm() (in module moderndid) crit_val (moderndid.DDDAggResult attribute) critical_value (moderndid.didcont.GroupTimeATTResult attribute) (moderndid.didcont.PTEAggteResult attribute) (moderndid.MPResult attribute) critical_values (moderndid.AGGTEResult attribute) cv (moderndid.didcont.NPIVResult attribute) cv_deriv (moderndid.didcont.NPIVResult attribute) cvm_boots (moderndid.MPPretestResult attribute) cvm_critval (moderndid.MPPretestResult attribute) cvm_pval (moderndid.MPPretestResult attribute) cvm_stat (moderndid.MPPretestResult attribute) D ddd() (in module moderndid) ddd_mp() (in module moderndid) ddd_mp_rc() (in module moderndid) ddd_panel() (in module moderndid) ddd_rc() (in module moderndid) DDDAggResult (class in moderndid) dddaggresult_to_polars() (in module moderndid.core.converters) dddmpresult_to_polars() (in module moderndid.core.converters) DDDMultiPeriodRCResult (class in moderndid) DDDMultiPeriodResult (class in moderndid) DDDPanelResult (class in moderndid) DDDRCResult (class in moderndid) deduplicate_panel() (in module moderndid.core.panel) degree (moderndid.BSpline property) delta (moderndid.OriginalCSResult attribute) (moderndid.SensitivityResult attribute) deriv (moderndid.didcont.NPIVResult attribute) deriv_asy_se (moderndid.didcont.NPIVResult attribute) derivative() (moderndid.BSpline method) diagnose_panel() (in module moderndid.core.panel) did_atts (moderndid.DDDPanelResult attribute) (moderndid.DDDRCResult attribute) did_multiplegt() (in module moderndid) DIDInterResult (class in moderndid.didinter.container) didinterresult_to_polars() (in module moderndid.core.converters) dose (moderndid.didcont.DoseResult attribute) DoseResult (class in moderndid.didcont) doseresult_to_polars() (in module moderndid.core.converters) drdid() (in module moderndid) drdid_imp_local_rc() (in module moderndid) drdid_imp_panel() (in module moderndid) drdid_imp_rc() (in module moderndid) drdid_panel() (in module moderndid) drdid_rc() (in module moderndid) drdid_trad_rc() (in module moderndid) E effects (moderndid.didinter.container.DIDInterResult attribute) effects_equal_test (moderndid.didinter.container.DIDInterResult attribute) EffectsResult (class in moderndid.didinter.container) egt (moderndid.DDDAggResult attribute) estimate (moderndid.didinter.container.ATEResult attribute) estimates (moderndid.didinter.container.EffectsResult attribute) (moderndid.didinter.container.HeterogeneityResult attribute) (moderndid.didinter.container.PlacebosResult attribute) estimation_params (moderndid.AGGTEResult attribute) (moderndid.didcont.GroupTimeATTResult property) (moderndid.didinter.container.DIDInterResult attribute) (moderndid.MPResult attribute) event_study (moderndid.didcont.PTEResult attribute) event_times (moderndid.AGGTEResult attribute) (moderndid.didcont.PTEAggteResult attribute) extra_gt_returns (moderndid.didcont.GroupTimeATTResult attribute) F f_pvalue (moderndid.didinter.container.HeterogeneityResult attribute) fill_panel_gaps() (in module moderndid.core.panel) flci (moderndid.FLCIResult attribute) FLCIResult (class in moderndid) folded_normal_quantile() (in module moderndid) G G (moderndid.didcont.GroupTimeATTResult property) (moderndid.MPResult attribute) gen_cont_did_data() (in module moderndid) gen_ddd_2periods() (in module moderndid) gen_ddd_mult_periods() (in module moderndid) gen_ddd_scalable() (in module moderndid) gen_did_scalable() (in module moderndid) gen_simple_ddd_data() (in module moderndid) get_boundary_knots() (moderndid.BSpline method) get_degree() (moderndid.BSpline method) get_first_difference() (in module moderndid.core.panel) get_group() (in module moderndid.core.panel) get_internal_knots() (moderndid.BSpline method) get_knot_sequence() (moderndid.BSpline method) get_order() (moderndid.BSpline method) get_spline_df() (moderndid.BSpline method) get_x() (moderndid.BSpline method) get_x_index() (moderndid.BSpline method) glist (moderndid.DDDMultiPeriodRCResult attribute) (moderndid.DDDMultiPeriodResult attribute) group (moderndid.ATTgtResult attribute) groups (moderndid.DDDMultiPeriodRCResult attribute) (moderndid.DDDMultiPeriodResult attribute) (moderndid.didcont.GroupTimeATTResult attribute) (moderndid.MPResult attribute) GroupTimeATTResult (class in moderndid.didcont) H h (moderndid.didcont.NPIVResult attribute) h_lower (moderndid.didcont.NPIVResult attribute) h_lower_deriv (moderndid.didcont.NPIVResult attribute) h_upper (moderndid.didcont.NPIVResult attribute) h_upper_deriv (moderndid.didcont.NPIVResult attribute) has_gaps() (in module moderndid.core.panel) heterogeneity (moderndid.didinter.container.DIDInterResult attribute) HeterogeneityResult (class in moderndid.didinter.container) honest_did() (in module moderndid) honestdid_to_polars() (in module moderndid.core.converters) HonestDiDResult (class in moderndid) horizon (moderndid.didinter.container.HeterogeneityResult attribute) horizons (moderndid.didinter.container.EffectsResult attribute) (moderndid.didinter.container.PlacebosResult attribute) I index() (moderndid.AGGTEResult method) (moderndid.APRCIResult method) (moderndid.ARPNuisanceCIResult method) (moderndid.ATTgtResult method) (moderndid.ComputeATTgtResult method) (moderndid.DDDAggResult method) (moderndid.DDDMultiPeriodRCResult method) (moderndid.DDDMultiPeriodResult method) (moderndid.DDDPanelResult method) (moderndid.DDDRCResult method) (moderndid.didcont.DoseResult method) (moderndid.didcont.NPIVResult method) (moderndid.didcont.PTEAggteResult method) (moderndid.didcont.PTEResult method) (moderndid.didinter.container.ATEResult method) (moderndid.didinter.container.DIDInterResult method) (moderndid.didinter.container.EffectsResult method) (moderndid.didinter.container.HeterogeneityResult method) (moderndid.didinter.container.PlacebosResult method) (moderndid.FLCIResult method) (moderndid.HonestDiDResult method) (moderndid.MPPretestResult method) (moderndid.MPResult method) (moderndid.OriginalCSResult method) (moderndid.SensitivityResult method) inf_func (moderndid.DDDAggResult attribute) inf_func_mat (moderndid.DDDMultiPeriodRCResult attribute) (moderndid.DDDMultiPeriodResult attribute) inf_func_overall (moderndid.DDDAggResult attribute) influence_effects (moderndid.didinter.container.DIDInterResult attribute) influence_func (moderndid.AGGTEResult attribute) (moderndid.didcont.GroupTimeATTResult attribute) (moderndid.didcont.PTEAggteResult attribute) (moderndid.MPResult attribute) influence_func_overall (moderndid.AGGTEResult attribute) influence_functions (moderndid.ComputeATTgtResult attribute) influence_placebos (moderndid.didinter.container.DIDInterResult attribute) integral() (moderndid.BSpline method) internal_knots (moderndid.BSpline property) ipw_did_panel() (in module moderndid) ipw_did_rc() (in module moderndid) ipw_rc() (in module moderndid) ipwdid() (in module moderndid) is_balanced (moderndid.core.panel.PanelDiagnostics attribute) is_balanced_panel() (in module moderndid.core.panel) J j_x_degree (moderndid.didcont.NPIVResult attribute) j_x_segments (moderndid.didcont.NPIVResult attribute) K k_w_degree (moderndid.didcont.NPIVResult attribute) k_w_segments (moderndid.didcont.NPIVResult attribute) knot_sequence (moderndid.BSpline property) ks_boots (moderndid.MPPretestResult attribute) ks_critval (moderndid.MPPretestResult attribute) ks_pval (moderndid.MPPretestResult attribute) ks_stat (moderndid.MPPretestResult attribute) L lb (moderndid.OriginalCSResult attribute) (moderndid.SensitivityResult attribute) lci (moderndid.DDDMultiPeriodRCResult attribute) (moderndid.DDDMultiPeriodResult attribute) (moderndid.DDDPanelResult attribute) (moderndid.DDDRCResult attribute) length (moderndid.ARPNuisanceCIResult attribute) load_cai2016() (in module moderndid) load_ehec() (in module moderndid) load_engel() (in module moderndid) load_favara_imbs() (in module moderndid) load_mpdta() (in module moderndid) load_nsw() (in module moderndid) lp_conditional_test() (in module moderndid) M m (moderndid.SensitivityResult attribute) make_balanced_panel() (in module moderndid.core.panel) max_event_time (moderndid.AGGTEResult attribute) (moderndid.didcont.PTEAggteResult attribute) maximize_bias() (in module moderndid) mboot() (in module moderndid) mboot_did() (in module moderndid) mboot_twfep_did() (in module moderndid) method (moderndid.OriginalCSResult attribute) (moderndid.SensitivityResult attribute) min_event_time (moderndid.AGGTEResult attribute) (moderndid.didcont.PTEAggteResult attribute) minimize_variance() (in module moderndid) moderndid module module moderndid MPPretestResult (class in moderndid) MPResult (class in moderndid) mpresult_to_polars() (in module moderndid.core.converters) N n (moderndid.DDDMultiPeriodRCResult attribute) (moderndid.DDDMultiPeriodResult attribute) n_duplicate_unit_time (moderndid.core.panel.PanelDiagnostics attribute) n_early_treated (moderndid.core.panel.PanelDiagnostics attribute) n_gaps (moderndid.core.panel.PanelDiagnostics attribute) n_missing_rows (moderndid.core.panel.PanelDiagnostics attribute) n_never_switchers (moderndid.didinter.container.DIDInterResult attribute) n_obs (moderndid.didinter.container.HeterogeneityResult attribute) n_observations (moderndid.core.panel.PanelDiagnostics attribute) (moderndid.didinter.container.ATEResult attribute) (moderndid.didinter.container.EffectsResult attribute) (moderndid.didinter.container.PlacebosResult attribute) n_periods (moderndid.core.panel.PanelDiagnostics attribute) n_single_period_units (moderndid.core.panel.PanelDiagnostics attribute) n_switchers (moderndid.didinter.container.ATEResult attribute) (moderndid.didinter.container.DIDInterResult attribute) (moderndid.didinter.container.EffectsResult attribute) (moderndid.didinter.container.PlacebosResult attribute) n_unbalanced_units (moderndid.core.panel.PanelDiagnostics attribute) n_units (moderndid.core.panel.PanelDiagnostics attribute) (moderndid.didcont.GroupTimeATTResult attribute) (moderndid.didinter.container.DIDInterResult attribute) (moderndid.MPResult attribute) npiv() (in module moderndid) npiv_choose_j() (in module moderndid) npiv_est() (in module moderndid) npiv_j() (in module moderndid) npiv_jhat_max() (in module moderndid) NPIVResult (class in moderndid.didcont) O optimal_half_length (moderndid.FLCIResult attribute) optimal_pre_period_vec (moderndid.FLCIResult attribute) optimal_vec (moderndid.FLCIResult attribute) order (moderndid.BSpline property) ordid() (in module moderndid) original_ci (moderndid.HonestDiDResult attribute) OriginalCSResult (class in moderndid) overall_acrt (moderndid.didcont.DoseResult attribute) overall_acrt_inf_func (moderndid.didcont.DoseResult attribute) overall_acrt_se (moderndid.didcont.DoseResult attribute) overall_att (moderndid.AGGTEResult attribute) (moderndid.DDDAggResult attribute) (moderndid.didcont.DoseResult attribute) (moderndid.didcont.PTEAggteResult attribute) (moderndid.didcont.PTEResult attribute) overall_att_inf_func (moderndid.didcont.DoseResult attribute) overall_att_se (moderndid.didcont.DoseResult attribute) overall_se (moderndid.AGGTEResult attribute) (moderndid.DDDAggResult attribute) (moderndid.didcont.PTEAggteResult attribute) P panel_to_wide() (in module moderndid.core.panel) PanelDiagnostics (class in moderndid.core.panel) placebo_joint_test (moderndid.didinter.container.DIDInterResult attribute) placebos (moderndid.didinter.container.DIDInterResult attribute) PlacebosResult (class in moderndid.didinter.container) plot_agg() (in module moderndid.plots) plot_dose_response() (in module moderndid.plots) plot_event_study() (in module moderndid.plots) plot_gt() (in module moderndid.plots) plot_multiplegt() (in module moderndid.plots) plot_sensitivity() (in module moderndid.plots) post (moderndid.ATTgtResult attribute) prodspline() (in module moderndid) pte_params (moderndid.didcont.DoseResult attribute) (moderndid.didcont.GroupTimeATTResult attribute) PTEAggteResult (class in moderndid.didcont) ptep (moderndid.didcont.PTEResult attribute) PTEResult (class in moderndid.didcont) pteresult_to_polars() (in module moderndid.core.converters) R reg_did_panel() (in module moderndid) reg_did_rc() (in module moderndid) residuals (moderndid.didcont.NPIVResult attribute) robust_ci (moderndid.HonestDiDResult attribute) S scan_gaps() (in module moderndid.core.panel) se (moderndid.DDDMultiPeriodRCResult attribute) (moderndid.DDDMultiPeriodResult attribute) (moderndid.DDDPanelResult attribute) (moderndid.DDDRCResult attribute) (moderndid.didcont.GroupTimeATTResult attribute) se_by_event (moderndid.AGGTEResult attribute) (moderndid.didcont.PTEAggteResult attribute) se_egt (moderndid.DDDAggResult attribute) se_gt (moderndid.didcont.GroupTimeATTResult property) (moderndid.MPResult attribute) sensitivity_type (moderndid.HonestDiDResult attribute) SensitivityResult (class in moderndid) set_boundary_knots() (moderndid.BSpline method) set_degree() (moderndid.BSpline method) set_internal_knots() (moderndid.BSpline method) set_knot_sequence() (moderndid.BSpline method) set_order() (moderndid.BSpline method) set_x() (moderndid.BSpline method) smoothness_bound (moderndid.FLCIResult attribute) spline_df (moderndid.BSpline property) status (moderndid.APRCIResult attribute) (moderndid.FLCIResult attribute) std_error (moderndid.didinter.container.ATEResult attribute) std_errors (moderndid.didinter.container.EffectsResult attribute) (moderndid.didinter.container.HeterogeneityResult attribute) (moderndid.didinter.container.PlacebosResult attribute) std_ipw_did_panel() (in module moderndid) std_ipw_did_rc() (in module moderndid) subgroup_counts (moderndid.DDDPanelResult attribute) (moderndid.DDDRCResult attribute) suggestions (moderndid.core.panel.PanelDiagnostics attribute) T t_stats (moderndid.didinter.container.HeterogeneityResult attribute) test_in_identified_set() (in module moderndid) test_in_identified_set_flci_hybrid() (in module moderndid) test_in_identified_set_lf_hybrid() (in module moderndid) theta_grid (moderndid.APRCIResult attribute) times (moderndid.DDDMultiPeriodRCResult attribute) (moderndid.DDDMultiPeriodResult attribute) (moderndid.didcont.GroupTimeATTResult attribute) (moderndid.MPResult attribute) tlist (moderndid.DDDMultiPeriodRCResult attribute) (moderndid.DDDMultiPeriodResult attribute) to_df() (in module moderndid) treatment_time_varying (moderndid.core.panel.PanelDiagnostics attribute) twfe_did_panel() (in module moderndid) twfe_did_rc() (in module moderndid) U ub (moderndid.OriginalCSResult attribute) (moderndid.SensitivityResult attribute) uci (moderndid.DDDMultiPeriodRCResult attribute) (moderndid.DDDMultiPeriodResult attribute) (moderndid.DDDPanelResult attribute) (moderndid.DDDRCResult attribute) unit_groups (moderndid.DDDMultiPeriodRCResult attribute) (moderndid.DDDMultiPeriodResult attribute) V vcov_analytical (moderndid.didcont.GroupTimeATTResult attribute) (moderndid.MPResult attribute) vcov_warnings (moderndid.didinter.container.DIDInterResult attribute) W wald_pvalue (moderndid.didcont.GroupTimeATTResult attribute) (moderndid.MPResult attribute) wald_stat (moderndid.didcont.GroupTimeATTResult attribute) (moderndid.MPResult attribute) wboot_dr_tr_panel() (in module moderndid) wboot_drdid_imp_panel() (in module moderndid) wboot_drdid_ipt_rc1() (in module moderndid) wboot_drdid_ipt_rc2() (in module moderndid) wboot_drdid_rc1() (in module moderndid) wboot_drdid_rc2() (in module moderndid) wboot_ipw_panel() (in module moderndid) wboot_ipw_rc() (in module moderndid) wboot_reg_panel() (in module moderndid) wboot_reg_rc() (in module moderndid) wboot_std_ipw_panel() (in module moderndid) wboot_std_ipw_rc() (in module moderndid) wboot_twfe_panel() (in module moderndid) wboot_twfe_rc() (in module moderndid) weights_ind (moderndid.MPResult attribute) wide_to_panel() (in module moderndid.core.panel) X x (moderndid.BSpline property) x_formula (moderndid.MPPretestResult attribute) x_index (moderndid.BSpline property) Y year (moderndid.ATTgtResult attribute)