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stat.ME2026
Semiparametric Bayesian inference for causal mediation in cluster randomized trials
Woojung Bae, Michael Daniels, Joseph Hogan +2
Cluster randomized trials (CRTs) are frequently used to evaluate interventions, yet conducting causal mediation analysis in these settings remains challenging, particularly when th…
stat.ME2019★ 4 cited
A Bayesian Nonparametric Approach for Evaluating the Causal Effect of Treatment in Randomized Trials with Semi-Competing Risks
Yanxun Xu, Daniel Scharfstein, Peter Müller +1
We develop a Bayesian nonparametric (BNP) approach to evaluate the causal effect of treatment in a randomized trial where a nonterminal event may be censored by a terminal event, b…