Estimating quantile treatments without strict overlap

Marco Avella-Medina, Richard Davis, Gennady Samorodnitsky

We consider the problem of estimating quantile treatment effects without assuming strict overlap , i.e., we do not assume that the propensity score is bounded away from zero. More…