Distribution Regression with Sample Selection, with an Application to Wage Decompositions in the UK

Victor Chernozhukov, Iván Fernández-Val, Siyi Luo

We develop a distribution regression model under endogenous sample selection. This model is a semi-parametric generalization of the Heckman selection model. It accommodates much ri…