Propensity score matching estimators (Rosenbaum and Rubin, 1983) are widely used in evaluation research to estimate … average treatment effects. In this article, we derive the large sample distribution of propensity score matching estimators …. Our derivations take into account that the propensity score is itself estimated in a first step, prior to matching. We …