Assumption-Lean Post-Integrated Inference with Surrogate Control Outcomes

Jin-Hong Du, Kathryn Roeder, Larry Wasserman

Data integration methods aim to extract low-dimensional embeddings from high-dimensional outcomes to remove unwanted variations, such as batch effects and unmeasured covariates, ac…