Testing Independence Between High-Dimensional Random Vectors Using Rank-Based Max-Sum Tests

Hongfei Wang, Binghui Liu, Long Feng

In this paper, we address the problem of testing independence between two high-dimensional random vectors. Our approach involves a series of max-sum tests based on three well-known…