D'Haultfoeuille, Xavier; Maurel, Arnaud; Zhang, Yichong - National Bureau of Economic Research (NBER) - 2014
We consider the estimation of a semiparametric location-scale model subject to endogenous selection, in the absence of … selection, for arbitrarily large values of the outcome. In this context, we propose a simple estimator, which combines extremal … results on extremal quantile regressions to allow for selection. Finally, we apply our method to estimate the black-white wage …