Structural shrinkage of nonparametric spectral estimators for multivariate time series

Hilmar Böhm, Rainer von Sachs

In this paper we investigate the performance of periodogram based estimators of the spectral density matrix of possibly high-dimensional time series. We suggest and study shrinkage…