Extreme value analysis for the sample autocovariance matrices of heavy-tailed multivariate time series

Richard Davis, Johannes Heiny, Thomas Mikosch +1

We provide some asymptotic theory for the largest eigenvalues of a sample covariance matrix of a p-dimensional time series where the dimension p = p_n converges to infinity when th…