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Publications by Victor Chernozhukov

The Sorted Effects Method: Discovering Heterogeneous Effects Beyond Their Averages

English

Uniformly Valid Post-Regularization Confidence Regions for Many Functional Parameters in Z-Estimation Framework

Annals of Statistics

English

quantreg.nonpar: An R Package for Performing Nonparametric Series Quantile Regression

Numerical Analysis

English

Hdm: High-Dimensional Metrics

Numerical Analysis

English

Censored Quantile Instrumental-Variable Estimation With Stata

English

Valid Post-Selection and Post-Regularization Inference: An Elementary, General Approach

English

Best Linear Approximations to Set Identified Functions: With an Application to the Gender Wage Gap

English

LASSO-driven Inference in Time and Space

English

Distribution Regression With Sample Selection, With an Application to Wage Decompositions in the UK

English

Plug-In Regularized Estimation of High Dimensional Parameters in Nonlinear Semiparametric Models

English