Nan An

Hypothesis testing of covariance matrices in high-dimensional elliptical models

Abstract We propose a new two-sample test for high-dimensional covariance matrices under elliptical distributions. The unbiased and consistent estimators of the functions of covariance matrices are proposed in high-dimensional elliptical models. This allows us to introduce a modified statistic that accounts for these p...