On the existence of powerful p-values and e-values for composite hypotheses

Zhenyuan Zhang, Aaditya Ramdas, Ruodu Wang

Given a composite null $\mathcal{P}$ and composite alternative $\mathcal{Q}$, when and how can we construct a p-value whose distribution is exactly uniform under the null, and stoc…