Staggered Difference-in-Differences with Nonlinear Outcomes


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Documentation for package ‘NonlinearDiD’ version 0.1.0

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NonlinearDiD-package NonlinearDiD: Staggered DiD with Nonlinear Outcomes
binary_did_dr Doubly-Robust Binary DiD
binary_did_logit Binary Outcome DiD: Logit Estimator
binary_did_probit Binary Outcome DiD: Probit Estimator
count_did_poisson Count Outcome DiD: Poisson Estimator
NonlinearDiD NonlinearDiD: Staggered DiD with Nonlinear Outcomes
nonlineardid_methods S3 Methods for NonlinearDiD Objects
nonlinear_aggte Aggregate ATT(g,t) Estimates for Nonlinear DiD
nonlinear_attgt Nonlinear Staggered DiD: Group-Time ATT Estimation
nonlinear_bounds Nonparametric Bounds for Binary Outcomes in Staggered DiD
nonlinear_pretest Pre-Treatment Parallel Trends Test for Nonlinear DiD
odds_ratio_did Odds-Ratio DiD for Binary Outcomes
plot.nonlinear_aggte Plot Aggregated DiD Estimates
plot.nonlinear_attgt Plot ATT(g,t) Estimates
sim_binary_panel Simulate Binary Panel Data with Staggered Treatment
sim_count_panel Simulate Count Panel Data with Staggered Treatment