Victor Chernozhukov - Concepedia

Author

Victor Chernozhukov

Massachusetts Institute of Technology ORCID

Also Known As

Chernozhukov, Victor, Fernandez-Val, Ivan, Fernández-Val, Iván, Galichon, Alfred, Hansen, Christian, Kaul, Abhishek, Luo, Ye, V Chernozhukov, V. Chernozhukov, Victor Chernozhukov

524

Publications

27.2K

Citations

H-Index

136

Concepts

All Affiliations

Massachusetts Institute of Technology University of Chicago Duke University The University of Tokyo Boston University

About

Victor Chernozhukov is an author at Massachusetts Institute of Technology specializing in statistics, statistical inference, and engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	33	56	8.7K
2	Business	25	35	5.1K
3	Management	5	5	486
4	Medicine	5	5	449
5	Education	1	1	90

Victor Chernozhukov

169

Publications

20K

Citations

H-Index

Page 1

	Year	Citations
Double/debiased machine learning for treatment and structural parameters Victor Chernozhukov, Denis Chetverikov, Mert Demirer, Econometrics Journal Parameter EstimationEngineeringMachine LearningData ScienceBiostatistics	2017	2.1K
Inference on Treatment Effects after Selection among High-Dimensional Controls Alexandre Belloni, Victor Chernozhukov, Christian Hansen The Review of Economic Studies	2013	1.4K
An IV Model of Quantile Treatment Effects Victor Chernozhukov, Christian Hansen Econometrica Applied EconomicsTreatment EffectQuasi-experimentCausal InferenceSimultaneous Equation Modeling	2004	962
An MCMC approach to classical estimation Victor Chernozhukov, Han Hong Journal of Econometrics Parameter EstimationEngineeringClassical EstimationStatistical InferenceMarkov Chain Monte Carlo	2003	708
High-Dimensional Methods and Inference on Structural and Treatment Effects Alexandre Belloni, Victor Chernozhukov, Christian Hansen The Journal of Economic Perspectives EngineeringBig Data AnalyticsTreatment EffectFalse DiscoveryEmpirical Economics	2014	683
Estimation and Confidence Regions for Parameter Sets in Econometric Models Victor Chernozhukov, Han Hong, Elie Tamer Econometrica	2007	629
Square-root lasso: pivotal recovery of sparse signals via conic programming Alexandre Belloni, Victor Chernozhukov, Lei Wang Biometrika	2011	615
Instrumental quantile regression inference for structural and treatment effect models Victor Chernozhukov, Christian Hansen Journal of Econometrics Econometric ModelTreatment Effect ModelsHealth PolicyEstimation StatisticTreatment Effect	2005	606
Least squares after model selection in high-dimensional sparse models Alexandre Belloni, Victor Chernozhukov Bernoulli Lasso EstimatorLow-rank ApproximationSparse RepresentationEngineeringMachine Learning	2013	589
ℓ1-penalized quantile regression in high-dimensional sparse models Alexandre Belloni, Victor Chernozhukov The Annals of Statistics ℓ1-Penalized Quantile RegressionSparse RepresentationEngineeringHigh-dimensional MethodQuantile Regressions	2010	549

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