Chernozhukov, Victor; Fernandez-Val, Ivan; Kowalski, … - National Bureau of Economic Research (NBER) - 2011
In this paper, we develop a new censored quantile instrumental variable (CQIV) estimator and describe its properties and computation. The CQIV estimator combines Powell (1986) censored quantile regression (CQR) to deal semiparametrically with censoring, with a control variable approach to...