Scholar
Victor Chernozhukov
Google Scholar ID: 6VW1kJgAAAAJ
Professor, Department of Economics + Center for Statistics and Data Science, MIT;
Econometrics
Mathematical Statistics
Machine Learning
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Citations & Impact
All-time
Citations
25,925
H-index
71
i10-index
136
Publications
20
Co-authors
109
list available
Contact
Email
vchern@mit.edu
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Publications
7 items
Pragmatic DML with AI-Learned Representations
2026
Cited
0
Omitted Variable Bias in Difference-in-Differences Designs
2026
Cited
0
Linear Estimation of Structural and Causal Effects for Nonseparable Panel Data
2026
Cited
0
Agentic Economic Modeling
2025
Cited
0
Sensitivity Analysis for Causal ML: A Use Case at Booking.com
2025
Cited
0
Bivariate Distribution Regression; Theory, Estimation and an Application to Intergenerational Mobility
2025
Cited
0
Plausible GMM: A Quasi-Bayesian Approach
2025
Cited
0
Resume
Academic Achievements
Elected Fellow of the American Academy of Arts and Sciences
Elected Fellow of the Econometric Society
Elected Fellow of the Institute of Mathematical Statistics
Co-Editor of the Econometrics Journal
Action Editor of the Journal of Machine Learning Research
Inaugural Moderator for the Economics section of ArXiv.org since 2017
Co-author of MIT’s Interdisciplinary Ph.D. program in Statistics
Co-author of MIT’s B.S. degree 6-14 in Computer Science, Economics, and Data Science
Co-authors
14 total
Alexandre Belloni
Duke University
Ivan Fernandez-Val
Professor of Economics, Boston University
Whitney Newey
Professor of Economics, MIT
Denis Chetverikov
Professor, Department of Economics, UCLA
Mert Demirer
Department of Economics, Massachusetts Institute of Technology
Han Hong
Stanford University
Martin Spindler
University of Hamburg & Economic AI
Alfred Galichon
New York University