Asymptotic normality for eigenvalue statistics of a general sample covariance matrix when $p/n\to \infty$ and applications

Jiaxin Qiu, Zeng Li, Jianfeng Yao

The asymptotic normality for a large family of eigenvalue statistics of a general sample covariance matrix is derived under the ultra-high dimensional setting, that is, when the di…