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20152025
most citedMeta-learners for Estimating Heterogeneous Treatment Effects using Machine Learning

1.1k citations · 1.5k across the 20 of their papers we have counts for

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stat.ME2021★ 9 cited

Nonparametric identification is not enough, but randomized controlled trials are

P. M. Aronow, James M. Robins, Theo Saarinen +2

We argue that randomized controlled trials (RCTs) are special even among settings where average treatment effects are identified by a nonparametric unconfoundedness assumption. Thi…