Sep 2026
Reliable Bayesian Causal Inference for Externally Controlled Single-Arm Trials Under Transportability Violations.
A reliable Bayesian framework for estimating the average treatment effect on the treated that combines synthetic outcome construction with residualized power-prior borrowing is proposed and a reliability-efficiency trade-off under local transportability violations is established.
Se Yoon Lee
· Statistics in Medicine · 0 citations