Instance-Adaptive Hypothesis Tests with Heterogeneous Agents

Flora C. Shi, Martin J. Wainwright, Stephen Bates

We study hypothesis testing over a heterogeneous population of strategic agents with private information. Any single test applied uniformly across the population yields statistical…