期刊
STOCHASTIC PROCESSES AND THEIR APPLICATIONS
卷 118, 期 4, 页码 585-613出版社
ELSEVIER
DOI: 10.1016/j.spa.2007.05.008
关键词
Gaussian fields; stationary fields; isotropic fields; central limit theorems; abelian groups; multiple Wiener-Ito integrals
Let (T) over tilde (g) be a random field indexed by an Abelian compact group G, and suppose that (T) over tilde has the form (T) over tilde (g) = F (T (g)), where T is Gaussian and stationary. The aim of this paper is to establish high-frequency central limit theorems for the Fourier coefficients associated with T. The proofs of our main results involve recently established criteria for the weak convergence of multiple Wiener-Ito integrals. Our research is motivated by physical applications, mainly related to the probabilistic modelling of the cosmic microwave background radiation. In this connection, the case of the n-dimensional torus is analyzed in detail. (C) 2007 Elsevier B.V. All rights reserved.
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