On asymptotic normality of estimates for correlation functions of stationary Gaussian processes in the space of continuous functions

Abstract

We establish conditions of the weak convergence of the empirical correlogram of a stationary Gaussian process to some Gaussian process in the space of continuous functions. We prove that such a convergence holds for a broad class of stationary Gaussian processes with square integrable spectral density.