Choice of the spectral window width by cross-validation: Case of the almost periodically correlated process with continuous time

Abstract

This work presents a procedure to choose the width of the spectral window used in the smoothing of a periodogram when estimating the spectral density of an almost periodically correlated process. The cross-validation procedure we propose is based on the estimation of the integrated square error using the "Leave-out-I" principle.