Beyond Exchangeability: Distribution-Shift-Aware Integration of External Control Data in Randomized Trials

Jiawei Shan, Yiteng Tu, Guanbo Wang +2

Randomized controlled trials (RCTs) are the gold standard for evaluating causal effects but are often costly and difficult to scale; consequently, they are frequently augmented wit…