Une généralisation du développement de Karhunen–Loève du pont brownien

Abstract

In this paper we give the Karhunen–Loève expansion of a centered Gaussian process whose covariance function depends on two parameters, including the covariance function of the Brownian bridge as a special case. A statistical application, related to the weighted uniform empirical process is provided.