Optimal shrinkage covariance matrix estimation under random sampling from elliptical distributions

Esa Ollila, Elias Raninen

This paper considers the problem of estimating a high-dimensional (HD) covariance matrix when the sample size is smaller, or not much larger, than the dimensionality of the data, w…