Breunig, Christoph; Mammen, Enno; Simoni, Anna - 2015
This paper addresses the problem of estimation of a nonparametric regression function from selectively observed data … potential outcomes. Endogeneity of regressors is also allowed for. In both cases, consistent two-step estimation procedures are …