International Fellows

Victor Chernozhukov

MIT

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Selected Publications

Adversarial estimation of Riesz representers

We provide an adversarial approach to estimating Riesz representers of linear functionals within arbitrary function spaces. […]

Victor Chernozhukov, Whitney K. Newey, Rahul Singh, Vasilis Syrgkanis

2 March 2021 | CWP07/21

The association of opening K-12 schools and colleges with the spread of COVID-19 in the United States: country-level panel data analysis

This paper empirically examines how the opening of K-12 schools and colleges is associated with the […]

Victor Chernozhukov, Hiroyuki Kasahara

23 February 2021 | CWP05/21

Hedonic prices and quality adjusted price indices powered by AI

We develop empirical models of hedonic prices and derive hedonic indices for measuring changes in customer […]

Patrick Bajari, Zhihao Cen, Victor Chernozhukov, Manoj Manukonda, Jin Wang, Ramon Huerta, Junbo Li, Ling Leng, George Monokroussos, Suhas Vijaykunar, Shan Wan

22 February 2021 | CWP04/21

Network and Panel Quantile Effects Via Distribution Regression

This paper provides a method to construct simultaneous confidence bands for quantile functions and quantile effects […]

Victor Chernozhukov, Ivan Fernandez-Val, Martin Weidner

15 June 2020 | CWP27/20

Previous version

Network and panel quantile effects via distribution regression

Victor Chernozhukov, Ivan Fernandez-Val, Martin Weidner

12 December 2018 | CWP70/18

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

This paper evaluates the dynamic impact of various policies, such as school, business, and restaurant closures, […]

Victor Chernozhukov, Hiroyuki Kasahara, Paul Schrimpf

28 May 2020 | CWP24/20

A Multi-Risk SIR Model with Optimally Targeted Lockdown

We study targeted lockdowns in a multi-group SIR model where infection, hospitalization and fatality rates vary […]

Daron Acemoglu, Victor Chernozhukov, Ivàn Werning, Michael D. Whinston

4 May 2020 | CWP14/20

Demand analysis with many prices

From its inception, demand estimation has faced the problem of “many prices.” While some aggregation across […]

Victor Chernozhukov, Jerry Hausman, Whitney K. Newey

30 October 2019 | CWP59/19

Subvector inference in PI models with many moment inequalities

This paper considers inference for a function of a parameter vector in a partially identiﬁed model […]

Alexandre Belloni, Federico A. Bugni, Victor Chernozhukov

12 June 2019 | CWP28/19

Uniform inference in high-dimensional Gaussian graphical models

Graphical models have become a very popular tool for representing dependencies within a large set of […]

Sven Klaassen, Jannis Kück, Martin Spindler, Victor Chernozhukov

12 June 2019 | CWP29/19

Valid simultaneous inference in high-dimensional settings (with the HDM package for R)

Due to the increasing availability of high-dimensional empirical applications in many research disciplines, valid simultaneous inference […]

Philipp Bach, Victor Chernozhukov, Martin Spindler

12 June 2019 | CWP30/19