Susan Athey and Stefan Wager: Estimating Heterogeneous Treatment Effects in R

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"Estimating Heterogenous Treatment Effects in R"
Susan Athey and Stefan Wager, Stanford University
Abstract: This tutorial will survey recent advances in machine learning based estimation of conditional average treatment effects under unconfoundedness. We will also discuss methods for validating and interpreting estimates of treatment heterogeneity. Methods will be illustrated using numerical examples in R.
August 31, 2021