Doubly Robust Semiparametric Difference-in-Differences Estimators with High-Dimensional Data

Yang Ning, Sida Peng, Jing Tao

This paper proposes a doubly robust two-stage semiparametric difference-in-difference estimator for estimating heterogeneous treatment effects with high-dimensional data. Our new e…