Empirical spectral processes and their applications to time series analysis

Abstract

This paper is concerned with the estimation of the spectral measure of a stationary process. Empirical spectral processes indexed by classes of functions are considered and an equicontinuity condition and a weak convergence result for the resulting spectral process are proved. Furthermore, some applications to time series analysis are given.