Permutation-Free High-Order Interaction Tests

Zhaolu Liu, Robert L. Peach, Mauricio Barahona

Kernel-based hypothesis tests offer a flexible, non-parametric tool to detect high-order interactions in multivariate data, beyond pairwise relationships. Yet the scalability of su…