Chernozhukov, Victor

High-Dimensional Methods and Inference on Structural and Treatment Effects

Belloni, A., Chernozhukov, V., & Hansen, C. (2014) · Journal of Economic Perspectives

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 722

Inference on Counterfactual Distributions

Chernozhukov, V., Fernández‐Val, I., & Melly, B. (2013) · Econometrica

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 601

Causal impact of masks, policies, behavior on early COVID-19 pandemic in the U.S

Chernozhukov, V., Kasahara, H., & Schrimpf, P. (2021) · Journal of Econometrics

COVID-19 epidemiological studiesCOVID-19 Prevention and Impact

Cited by 403

Handbook of Quantile Regression

Chernozhukov, V., Fernández‐Val, I., & Kaji, T. (2017) · Chapman & Hall/CRC eBooks

Advanced Statistical Methods and ModelsStatistical Methods and Inference

Cited by 392

Program evaluation and causal inference with high-dimensional data

Belloni, A., Chernozhukov, V., Fern�ndez-Val, I., & Hansen, C. (2017) · Econometrica

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 317

An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls

Chernozhukov, V., Wüthrich, K., & Zhu, Y. (2021) · Journal of the American Statistical Association

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 176

Average and quantile effects in nonseparable panel models

Chernozhukov, V., Fernández‐Val, I., Hahn, J., & Newey, W. K. (2013) · Econometrica

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 170

Debiased machine learning of conditional average treatment effects and other causal functions

Semenova, V., & Chernozhukov, V. (2021) · The Econometrics Journal

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 167

Exact and Robust Conformal Inference Methods for Predictive Machine Learning With Dependent Data

Chernozhukov, V., Wüthrich, K., & Zhu, Y. (2018)

Statistical Methods and InferenceProbability and Statistical Research

Cited by 57