4 citations · 4 across the 3 of their papers we have counts for
3 papers
stat.ME2026
Modeling Heterogeneous Mediation Effects in Survival Analysis via an Interpretable M-Learner Framework
Xingyu Li, Qing Liu, Xun Jiang +3
Mediation analysis is a useful tool to evaluate surrogate endpoints in clinical trials. We propose a novel method, the M-survival learner, for estimating heterogeneous indirect tre…
stat.ME2020
A Survival Mediation Model with Bayesian Model Averaging
Jie Zhou, Xun Jiang, H. Amy Xia +2
Determining the extent to which a patient is benefiting from cancer therapy is challenging. Criteria for quantifying the extent of "tumor response" observed within a few cycles of…
stat.CO2019★ 4 cited
Analyzing Basket Trials under Multisource Exchangeability Assumptions
Michael J. Kane, Nan Chen, Alexander M. Kaizer +3
Basket designs are prospective clinical trials that are devised with the hypothesis that the presence of selected molecular features determine a patient's subsequent response to a…