Convergence Covariance matrices Covariance matrix Covariance matrix estimation Dispersion Dispersion matrix Dispersions Eigenvalue and eigenfunctions Eigenvalues and eigenfunctions Estimation Financial data processing Heavily-tailed distribution Heavy Tails Heavy-tails Iterative methods Nonlinear Shrinkage Nonlinear analysis Nonlinear shrinkage Portfolio Optimization Portfolio optimization Shrinkage Tail