Random Matrix Derived Shrinkage of Spectral Precision Matrices

A. T. Walden, D. Schneider-Luftman

Much research has been carried out on shrinkage methods for real-valued covariance matrices. In spectral analysis of $p$-vector-valued time series there is often a need for good sh…