Eigenvalue distribution of a high-dimensional distance covariance matrix with application

Weiming Li, Qinwen Wang, Jianfeng Yao

We introduce a new random matrix model called distance covariance matrix in this paper, whose normalized trace is equivalent to the distance covariance. We first derive a determini…