502 citations · 522 across the 5 of their papers we have counts for
3 papers · 1 filter
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…
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…
Exact P-values for Network Interference
Susan Athey, Dean Eckles, Guido Imbens
We study the calculation of exact p-values for a large class of non-sharp null hypotheses about treatment effects in a setting with data from experiments involving members of a sin…