Multiplier Bootstrap and Edge Phase Transitions of High-Dimensional Covariance Matrices

Jiahui Xie

In this paper, we study the effects of employing multiplier bootstrap to analyze the asymptotic distributions of the largest eigenvalues of high-dimensional sample covariance matri…