Yaohui Lin

Exact grid-free confidence-region computation from dependent p -value functions under arbitrary dependence

Repeated randomization workflows, such as sample splitting and conformal ensembling, frequently produce multiple dependent valid p-value functions for the same target. Existing p-merging theory guarantees pointwise validity under arbitrary dependence, but confidence-region invers...