The Stata Journal: Promoting communications on statistics and Stata ( IF 4.8 ) Pub Date : 2019-12-18 , DOI: 10.1177/1536867x19893615 Victor Chernozhukov 1 , Ivan Fernández-Val 2 , Sukjin Han 3 , Amanda Kowalski 4
Many applications involve a censored dependent variable, an endogenous independent variable, or both. Chernozhukov, Fernández-Val, and Kowalski (2015, Journal of Econometrics 186: 201–221) introduced a censored quantile instrumental-variable (CQIV) estimator for use in those applications. The estimator has been applied by Kowalski (2016, Journal of Business & Economic Statistics 34: 107–117), among others. In this article, we introduce a command, cqiv, that simplifies application of the CQIV estimator in Stata. We summarize the CQIV estimator and algorithm, describe the use of cqiv, and provide empirical examples.
中文翻译:
带有Stata的删减分位数工具变量估计
许多应用程序涉及审查的因变量,内生自变量或两者。Chernozhukov,Fernández-Val和Kowalski(2015,Journal of Econometrics 186:201–221)引入了用于这些应用的删失分位数工具变量(CQIV)估计器。该估计量已由Kowalski(2016,商业与经济统计杂志34:107-117)应用。在本文中,我们介绍了一个命令cqiv,该命令简化了Stata中CQIV估计器的应用。我们总结了CQIV估计器和算法,描述了cqiv的用法,并提供了经验示例。