Regularized Estimation of Sparse Spectral Precision Matrices

Navonil Deb, Amy Kuceyeski, Sumanta Basu

Estimation of a sparse spectral precision matrix, the inverse of a spectral density matrix, is a canonical problem in frequency-domain analysis of high-dimensional time series (HDT…