On spiked eigenvalues of a renormalized sample covariance matrix from multi-population

Weiming Li, Zeng Li, Junpeng Zhu

Sample covariance matrices from multi-population typically exhibit several large spiked eigenvalues, which stem from differences between population means and are crucial for infere…