2 citations · 3 across the 2 of their papers we have counts for
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stat.ME2025★ 1 cited
On the Role of Surrogates in Conformal Inference of Individual Causal Effects
Chenyin Gao, Peter B. Gilbert, Larry Han
Learning the Individual Treatment Effect (ITE) is essential for personalized decision-making, yet causal inference has traditionally focused on aggregated treatment effects. While…
stat.ME2021★ 2 cited
On the Evaluation of Surrogate Markers in Real World Data Settings
Larry Han, Xuan Wang, Tianxi Cai
Shortcomings of randomized clinical trials are pronounced in urgent health crises, when rapid identification of effective treatments is critical. Leveraging short-term surrogates i…