Approximation of the principal components analysis of a stationary function

The aim of this article is the approximation of the principal components analysis (PCA) of a stationary function, defined on RR, by the PCA of a stationary series. For this, we use a discretization of the real line. We study the behavior of the approximation when the step of discretization decreases.