Statistical inference for principal components of spiked covariance matrices

Zhigang Bao, Xiucai Ding, Jingming Wang +1

In this paper, we study the asymptotic behavior of the extreme eigenvalues and eigenvectors of the high dimensional spiked sample covariance matrices, in the supercritical case whe…