359 citations · 361 across the 3 of their papers we have counts for
3 papers
Linear Estimation of Structural and Causal Effects for Nonseparable Panel Data
Victor Chernozhukov, Ben Deaner, Ying Gao +2
This paper develops linear estimators for structural and causal parameters of nonseparable models using panel data. These models incorporate unobserved, time-varying, individual he…
Causal Impact of Masks, Policies, Behavior on Early Covid-19 Pandemic in the U.S
Victor Chernozhukov, Hiroyuki Kasaha, Paul Schrimpf
This paper evaluates the dynamic impact of various policies adopted by US states on the growth rates of confirmed Covid-19 cases and deaths as well as social distancing behavior me…
Welfare Analysis in Dynamic Models
Victor Chernozhukov, Whitney Newey, Vira Semenova
This paper introduces metrics for welfare analysis in dynamic models. We develop estimation and inference for these parameters even in the presence of a high-dimensional state spac…