41 citations · 61 across the 8 of their papers we have counts for
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stat.ME2020★ 2 cited
Assessment of Heterogeneous Treatment Effect Estimation Accuracy via Matching
Zijun Gao, Trevor Hastie, Robert Tibshirani
We study the assessment of the accuracy of heterogeneous treatment effect (HTE) estimation, where the HTE is not directly observable so standard computation of prediction errors is…
math.ST2020★ 6 cited
Minimax Optimal Nonparametric Estimation of Heterogeneous Treatment Effects
Zijun Gao, Yanjun Han
A central goal of causal inference is to detect and estimate the treatment effects of a given treatment or intervention on an outcome variable of interest, where a member known as…