Group Permutation Testing in Linear Model: Sharp Validity, Power Improvement, and Extension Beyond Exchangeability

Zonghan Li, Hongyi Zhou, Zhiheng Zhang

We consider finite-sample inference for a single regression coefficient in the fixed-design linear model $Y=Z{\hat{I}}^2+bX+\epsilon$, where $\epsilon \in {\mathbb{R}}^n$ may exhibit…