A Lanczos-Based Algorithmic Approach for Spike Detection in Large Sample Covariance Matrices

Charbel Abi Younes, Xiucai Ding, Thomas Trogdon

We introduce a new approach for estimating the number of spikes in a general class of spiked covariance models without directly computing the eigenvalues of the sample covariance m…