Covariate Balancing and the Equivalence of Weighting and Doubly Robust Estimators of Average Treatment Effects

Tymon Słoczyński, S. Derya Uysal, Jeffrey M. Wooldridge

How should researchers adjust for covariates? We show that if the propensity score is estimated using a specific covariate balancing approach, inverse probability weighting (IPW),…