On the properties of an empirical correlogram of a Gaussian process with square integrable spectral density

Abstract

We study properties of an empirical correlogram of a centered stationary Gaussian process. We prove that if the spectral density of the process is square integrable, then there is a normalization effect for the correlogram and integral functionals of it.