Limiting laws and consistent estimation criteria for fixed and diverging number of spiked eigenvalues

Jianwei Hu, Jingfei Zhang, Jianhua Guo +1

In this paper, we study limiting laws and consistent estimation criteria for the extreme eigenvalues in a spiked covariance model of dimension $p$. Firstly, for fixed $p$, we propo…