Testing mutual independence in high dimension via distance covariance

Shun Yao, Xianyang Zhang, Xiaofeng Shao

In this paper, we introduce a ${\mathcal{L}}_2$ type test for testing mutual independence and banded dependence structure for high dimensional data. The test is constructed based on…