@TechReport{iza:izadps:dp12486, author={D'Haultfoeuille, Xavier and Maurel, Arnaud and Qiu, Xiaoyun and Zhang, Yichong}, title={Estimating Selection Models without Instrument with Stata}, year={2019}, month={Jul}, institution={Institute of Labor Economics (IZA)}, address={Bonn}, type={IZA Discussion Paper}, number={12486}, url={https://www.iza.org/publications/dp12486}, abstract={This article presents the eqregsel command for implementing the estimation and bootstrap inference of sample selection models via extremal quantile regression. The command estimates a semiparametric sample selection model without instrument or large support regressor, and outputs the point estimates of the homogenous linear coefficients, their bootstrap standard errors, as well as the p-value for a specification test.}, keywords={extremal quantile regressions;sample selection models;eqregsel}, }