502 citations · 522 across the 5 of their papers we have counts for
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math.ST2017★ 502 cited
Matrix Completion Methods for Causal Panel Data Models
Susan Athey, Mohsen Bayati, Nikolay Doudchenko +2
In this paper we study methods for estimating causal effects in settings with panel data, where some units are exposed to a treatment during some periods and the goal is estimating…
math.ST2017★ 11 cited
Sampling-based vs. Design-based Uncertainty in Regression Analysis
Alberto Abadie, Susan Athey, Guido W. Imbens +1
Consider a researcher estimating the parameters of a regression function based on data for all 50 states in the United States or on data for all visits to a website. What is the in…