High-dimensional inference on covariance structures via the extended cross-data-matrix methodology

Kazuyoshi Yata, Makoto Aoshima

In this paper, we consider testing the correlation coefficient matrix between two subsets of high-dimensional variables. We produce a test statistic by using the extended cross-dat…