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stat.ME2024
Doubly robust estimation and sensitivity analysis with outcomes truncated by death in multi-arm clinical trials
Jiaqi Tong, Chao Cheng, Guangyu Tong +2
In clinical trials, the observation of participant outcomes may frequently be hindered by death, leading to ambiguity in defining a scientifically meaningful final outcome for thos…
stat.ME2024★ 3 cited
Semiparametric causal mediation analysis of cluster-randomized trials for indirect and spillover effects
Chao Cheng, Fan Li
In cluster-randomized trials (CRTs), there is emerging interest in exploring the causal mechanism in which a cluster-level treatment affects the outcome through an intermediate out…
stat.ME2024★ 1 cited
Inverting estimating equations for causal inference on quantiles
Chao Cheng, Fan Li
The causal inference literature frequently focuses on estimating the mean of the potential outcome, whereas quantiles of the potential outcome may carry important additional inform…