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High-frequency asymptotics for subordinated isotropic fields on an Abelian compact group (2006)

Abstract
Let T* be a random field indexed by an Abelian compact group G, and suppose that T* has the form T* = F(T(g)), where T is Gaussian and isotropic. The aim of this paper is to establish high-frequency central limit theorems for the Fourier coefficients associated to T*. The proofs of our main results involve recently established criteria for the weak convergence of multiple Wiener-Itô integrals. Our research is motivated by physical applications, mainly related to the probabilistic modelization of the Cosmic Microwave Background radiation. In this connection, the case of the n-dimensional torus is analyzed in detail.

Publication details
Download http://hal.archives-ouvertes.fr/hal-00083611/en/
Publisher HAL - CCSD
Repository CCSd/HAL : e-articles server (based on gBUS) (France)
Keywords Mathematics/Probability, Mathematics/Statistics, Statistics/Theory, Gaussian fields, Isotropic fields, Central limit theorems, Abelian groups, Multiple Wiener-Itô integrals
Language English
Relation http://hal.archives-ouvertes.fr/docs/00/08/36/11/PDF/MaPeAbel_final2.pdf

Cited publications (3)
Central limit theorems for sequences of multiple stochastic integrals (2005)
Decompositions of stochastic processes based on irreducible group representations (2005)
Stable convergence of generalized stochastic integrals and the principle of conditioning: L² theory (2006)