Correlation tests and sample spectral coherence matrix in the high-dimensional regime

Philippe Loubaton, Alexis Rosuel, Pascal Vallet

It is established that the linear spectral statistics (LSS) of the smoothed periodogram estimate of the spectral coherence matrix of a complex Gaussian high-dimensional times serie…