425 citations · 449 across the 9 of their papers we have counts for
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stat.ML2021★ 9 cited
A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources
Xiaoqing Tan, Chung-Chou H. Chang, Ling Zhou +1
Accurately estimating personalized treatment effects within a study site (e.g., a hospital) has been challenging due to limited sample size. Furthermore, privacy considerations and…
stat.ME2021★ 1 cited
Identifying Principal Stratum Causal Effects Conditional on a Post-treatment Intermediate Response
Xiaoqing Tan, Judah Abberbock, Priya Rastogi +1
In neoadjuvant trials on early-stage breast cancer, patients are usually randomized into a control group and a treatment group with an additional target therapy. Early efficacy of…