International Fellows
Joel L. Horowitz
Northwestern University
Charles E. and Emma H. Morrison Professor of Economics, Northwestern University
Selected Publications
Economic theory often provides shape restrictions on functions of interest in applications, such as monotonicity, convexity, […]
This paper is concerned with inference about an unidentified linear functional, L(g), where g satisfies Y=g(X)+U; […]
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Models with high-dimensional covariates arise frequently in economics and other fields. Often, only a few covariates […]
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Book chapter; edited by Jeffrey S. Racine, Liangjun Su, and Aman Ullah.
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A parameter of an econometric model is identified if there is a one-to-one or many-to-one mapping […]
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In nonparametric instrumental variables estimation, the mapping that identifies the function of interest, g, is discontinuous […]
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Standard approaches to constructing nonparametric confidence bands for functions are frustrated by the impact of bias, […]
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We consider estimation of a linear or nonparametric additive model in which a few coefficients or […]
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This paper is concerned with developing uniform confidence bands for functions estimated nonparametrically with instrumental variables. […]
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This paper is concerned with inference about a function g that is identified by a conditional […]