Bias-Corrected Multiplier Bootstrap Inference for Spectral Edges of Large Covariance Matrices

Xiucai Ding, Yichen Hu, Jiahui Xie

Inference for spectral edges of large covariance matrices is a fundamental problem in high-dimensional statistics. A major difficulty is that the largest non-spiked sample eigenval…