Amanda Kowalski

Selected Publications

A model of a randomized experiment with an application to the PROWESS clinical trial

I develop a model of a randomized experiment with a binary intervention and a binary outcome. […]

Amanda Kowalski
20 March 2019 | CWP11/19
Counting defiers

The LATE monotonicity assumption of Imbens and Angrist (1994) precludes “defiers,” individuals whose treatment always runs […]

Amanda Kowalski
20 March 2019 | CWP12/19
Quantile regression with censoring and endogeneity

In this paper we develop a new censored quantile instrumental variable (CQIV) estimator and describe its […]

Victor Chernozhukov, Ivan Fernandez-Val, Amanda Kowalski
30 May 2015 | Journal Article

Previous version

Quantile regression with censoring and endogeneity
Victor Chernozhukov, Ivan Fernandez-Val, Amanda Kowalski
31 May 2011 | CWP20/11
Quantile regression with censoring and endogeneity

In this paper, we develop a new censored quantile instrumental variable (CQIV)estimator and describe its properties […]

Victor Chernozhukov, Ivan Fernandez-Val, Amanda Kowalski
31 May 2011 | CWP20/11

Latest version

Quantile regression with censoring and endogeneity
Victor Chernozhukov, Ivan Fernandez-Val, Amanda Kowalski
30 May 2015 | Journal Article