Quantile regression with censoring and endogeneity

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 with censoring, with a control variable approach to incorporate endogenous regress...

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Bibliographic Details
Main Authors: Fernández-Val, Iván, Kowalski, Amanda E., Chernozhukov, Victor V
Other Authors: Massachusetts Institute of Technology. Department of Economics
Format: Article
Published: Elsevier BV 2018
Online Access:http://hdl.handle.net/1721.1/114834
https://orcid.org/0000-0002-3250-6714