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Joel L Horowitz

  • 6369 Citations
1969 …2022

Research output per year

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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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Grants

HDR TRIPODS: Collaborative Research: Institute for Data, Econometrics, Algorithms and Learning .

Hartline, J. D., Auerbach, E. J., Berry, R. A., Canay, I. A., Guo, D., Horowitz, J. L., Makarychev, K., Vijayaraghavan, A. & Wang, Z.

National Science Foundation

9/15/19 → 8/31/22

Project: Research project

    • Estimation and Inference with Nonparametric and High-Dimensional Econometric Models

    Horowitz, J. L.

    National Science Foundation

    9/1/08 → 8/31/12

    Project: Research project

    Collaborative Research: Penalized Methods for Variable Selection and Estimation in High-Dimensional Models

    Horowitz, J. L.

    National Science Foundation

    8/15/07 → 7/31/08

    Project: Research project

    Semiparametric and Nonparametric Methods in Econometrics

    Horowitz, J. L.

    National Science Foundation

    7/1/04 → 6/30/08

    Project: Research project

    Research Output

    Using penalized likelihood to select parameters in a random coefficients multinomial logit model

    Horowitz, J. L. & Nesheim, L., Jan 1 2020, (Accepted/In press) In : Journal of Econometrics.

    Research output: Contribution to journal › Article

    • 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 journal › Article

    • 2 Scopus citations

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

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

    Research output: Contribution to journal › Article

    • 2 Scopus citations

    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 journal › Article

    • 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 journal › Article

    • 7 Scopus citations