Stationary covariances associated with exponentially convex functions

Abstract

We establish a bijection between exponentially convex functions and entire positive definite functions, and extend Loève's construction of stochastic processes associated with them. As an application, we derive parametric covariance models for locally stationary random fields. © 2003 ISI/BS.