Susan Athey

Estimation and Inference of Heterogeneous Treatment Effects using Random Forests

Stefan Wager, Susan Athey · Journal of the American Statistical Association · 2017 · 2.8K citations

Public Health, Biostatistics, Data Science +17

Recursive partitioning for heterogeneous causal effects

Susan Athey, Guido W. Imbens · Proceedings of the National Academy of Sciences · 2016 · 1.5K citations · Full text

Public Health, Biostatistics, Computer Science +15

When Should You Adjust Standard Errors for Clustering?

Alberto Abadie, Susan Athey, Guido W. Imbens et al. · National Bureau of Economic Research · 2017 · 1.4K citations

Natural Sciences, Economics, Causal Inference +15

Identification and Inference in Nonlinear Difference-in-Differences Models

Susan Athey, Guido W. Imbens · Econometrica · 2006 · 1.1K citations

Social Sciences, Biostatistics, Economics +17

Machine Learning Methods That Economists Should Know About

Susan Athey, Guido W. Imbens · Annual Review of Economics · 2019 · 1K citations

Social Sciences, Business Economics, Economics +15