Covariate balancing estimation and model selection for difference-in-differences approach

Takamichi Baba, Yoshiyuki Ninomiya

Remarkable progress has been made in difference-in-differences (DID) approaches to causal inference that estimate the average effect of a treatment on the treated (ATT). Of these,…