1.6k citations · 1.9k across the 35 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
stat.ME2015★ 5 cited
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
Stefan Wager, Susan Athey
Many scientific and engineering challenges -- ranging from personalized medicine to customized marketing recommendations -- require an understanding of treatment effect heterogenei…
stat.ML2015★ 1.6k cited
Recursive Partitioning for Heterogeneous Causal Effects
Susan Athey, Guido Imbens
In this paper we study the problems of estimating heterogeneity in causal effects in experimental or observational studies and conducting inference about the magnitude of the diffe…