Fan, Yanqin; Sherman, Robert; Shum, Matthew - In: Econometrica 82 (2014) 2, pp. 811-822
We consider the identification of counterfactual distributions and treatment effects when the outcome variables and conditioning covariates are observed in separate data sets. Under the standard selection on observables assumption, the counterfactual distributions and treatment effect parameters...