Chernozhukov, Victor; Fernández-Val, Iván; Melly, Blaise - 2013
economics. In this article we develop modeling and inference tools for counterfactual distributions based on regression methods … scenarios we derive joint functional central limit theorems and bootstrap validity results for regression-based estimators of … the main regression methods including classical, quantile, duration, and distribution regressions. We illustrate the …