• 6276 Citations
1969 …2022
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Personal profile

Research Interests

Estimation and inference under weak assumptions about the process that generates the available data; improving the accuracy of inference with samples of practical size and with using shape restrictions provided by economic theory to improve estimation and inference.


Education/Academic qualification

Physics, PhD, Cornell University

… → 1967

Physics, BS, Stanford University

… → 1962

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Estimator Mathematics
Bootstrap Mathematics
Instrumental Variables Mathematics
Regression Model Mathematics
Bootstrap Method Mathematics
Econometrics Mathematics
Confidence Bands Mathematics
Semiparametric Estimation Mathematics

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Grants 2004 2022

Research Output 1969 2019

Bootstrap Methods in Econometrics

Horowitz, J. L., Aug 2 2019, In : Annual Review of Economics. 11, p. 193-224 32 p.

Research output: Contribution to journalArticle

Bootstrap method
2 Citations (Scopus)

A bootstrap method for constructing pointwise and uniform confidence bands for conditional quantile funtions

Horowitz, J. L. & Krishnamurthy, A., Oct 1 2018, In : Statistica Sinica. 28, 4, p. 2609-2632 24 p.

Research output: Contribution to journalArticle

Conditional Quantiles
Confidence Bands
Bootstrap Method
Quantile Function

Bias-Corrected Confidence Intervals in a Class of Linear Inverse Problems

Horowitz, J. L., Florens, J-P. & Van Keilegom, I., 2017, In : Annals of Economics and Statistics / Annales d'Économie et de Statistique. 128, p. 203-228 26 p.

Research output: Contribution to journalArticle

Linear Inverse Problems
Confidence interval
Regularization Parameter
Instrumental Variables
4 Citations (Scopus)

Nonparametric estimation and inference under shape restrictions

Horowitz, J. L. & Lee, S., Nov 1 2017, In : Journal of Econometrics. 201, 1, p. 108-126 19 p.

Research output: Contribution to journalArticle

Nonparametric Inference
Nonparametric Estimation
6 Citations (Scopus)

Nonparametric estimation of a nonseparable demand function under the slutsky inequality restriction

Blundell, R., Horowitz, J. L. & Parey, M., May 1 2017, In : Review of Economics and Statistics. 99, 2, p. 291-304 14 p.

Research output: Contribution to journalArticle

income distribution
economic theory
Demand function