Power Enhancement of Permutation-Augmented Partial-Correlation Tests via Fixed-Row Permutations

Tianyi Wang, Guanghui Wang, Zhaojun Wang +1

Permutation-based partial-correlation tests guarantee finite-sample Type I error control under any fixed design and exchangeable noise, yet their power can collapse when the permut…