Bayesian Estimation of Cohort-Time-Stratum Specific Effects in Staggered Difference-in-Differences

Siddhartha Chib, Kenichi Shimizu

Difference-in-Differences designs with staggered treatment adoption are widely used to study heterogeneous treatment effects across cohorts and time periods. We develop a probabili…