Rank-Based Tests for Mutual Independence of High-Dimensional Random Vectors via $L_q$ Norm

Ping Zhao, Hongfei Wang, Long Feng

We consider the problem of testing mutual independence among the components of a high-dimensional random vector. Building on the rank-based max-sum framework, we introduce fixed fi…