Testing High-dimensional Covariance Matrices under the Elliptical Distribution and Beyond

Xinxin Yang, Xinghua Zheng, Jiaqi Chen

We develop tests for high-dimensional covariance matrices under a generalized elliptical model. Our tests are based on a central limit theorem (CLT) for linear spectral statistics…