International Fellows

Joel L. Horowitz

Northwestern University

Charles E. and Emma H. Morrison Professor of Economics, Northwestern University

Selected Publications

Uniform confidence bands for functions estimated nonparametrically with instrumental variables

This paper is concerned with developing uniform confidence bands for functions estimated nonparametrically with instrumental variables. […]

Joel L. Horowitz, Sokbae (Simon) Lee
30 June 2012 | Journal Article

Previous version

Identification and shape restrictions in nonparametric instrumental variables estimation

This paper is concerned with inference about an unidentified linear functional, L(g), where the function g […]

Joachim Freyberger, Joel L. Horowitz
27 June 2012 | CWP15/12

Latest version

Identification and shape restrictions in nonparametric instrumental variables estimation
Joachim Freyberger, Joel L. Horowitz
1 July 2013 | CWP31/13
A simple bootstrap method for constructing nonparametric confidence bands for functions

Standard approaches to constructing nonparametric confidence bands for functions are frustrated by the impact of bias, […]

Peter Hall, Joel L. Horowitz
25 June 2012 | CWP14/12

Latest version

Measuring the price responsiveness of gasoline demand: economic shape restrictions and nonparametric demand estimation

This paper develops a new method for estimating a demand function and the welfare consequences of […]

Richard Blundell, Joel L. Horowitz, Matthias Parey
16 June 2011 | CWP24/11
Uniform confidence bands for functions estimated nonparametrically with instrumental variables

This paper is concerned with developing uniform confidence bands for functions estimated nonparametrically with instrumental variables. […]

Joel L. Horowitz, Sokbae (Simon) Lee
11 July 2010 | CWP19/10

Latest version

Uniform confidence bands for functions estimated nonparametrically with instrumental variables
Joel L. Horowitz, Sokbae (Simon) Lee
30 June 2012 | Journal Article

Previous version

Testing a parametric quantile-regression model with an endogenous explanatory variable against a nonparametric alternative

This paper is concerned with inference about a function g that is identified by a conditional […]

Joel L. Horowitz, Sokbae (Simon) Lee
1 October 2009 | Journal Article

Previous version

Uniform confidence bands for functions estimated nonparametrically with instrumental variables

This paper is concerned with developing uniform confidence bands for functions estimated nonparametrically with instrumental variables. […]

Joel L. Horowitz, Sokbae (Simon) Lee
27 July 2009 | CWP18/09

Latest version

Measuring the price responsiveness of gasoline demand

This paper develops a new method for estimating the demand function for gasoline and the deadweight […]

Richard Blundell, Joel L. Horowitz, Matthias Parey
7 April 2009 | CWP11/09
A nonparametric test of exogeneity

This paper is concerned with inference about a function g that is identified by a conditional […]

Richard Blundell, Joel L. Horowitz
1 October 2007 | Journal Article
Nonparametric instrumental variables estimation of a quantile regression model

We consider nonparametric estimation of a regression function that is identified by requiring a specified quantile […]

Joel L. Horowitz, Sokbae (Simon) Lee
1 July 2007 | Journal Article

Previous version

Nonparametric instrumental variables estimation of a quantile regression model
Joel L. Horowitz, Sokbae (Simon) Lee
8 June 2006 | CWP09/06