On the Eigenstructure of Covariance Matrices with Divergent Spikes

Simona Diaconu

For a generalization of Johnstone's spiked model, a covariance matrix with eigenvalues all one but $M$ of them, the number of features $N$ comparable to the number of samples $n: N…