Chernozhukov, Victor; Fernández-Val, Iván; Luo, Siyi - 2023
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 richer effects of the covariates on outcome distribution and … wage gap - ranging from 21% to 40% throughout the (latent) offered wage distribution that is not explained by composition …