Eigenvector overlaps in large sample covariance matrices and nonlinear shrinkage estimators

Zeqin Lin, Guangming Pan

Consider a data matrix $Y=[{\mathbf{y}}_1,\cdots ,{\mathbf{y}}_N]$ of size $M\times N$, where the columns are independent observations from a random vector $\mathbf{y}$ with zero m…