English

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

Probability 2009-07-20 v1 Statistics Theory Statistics Theory

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-It\^{o} 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.

Keywords

Cite

@article{arxiv.math/0607044,
  title  = {High-frequency asymptotics for subordinated isotropic fields on an Abelian compact group},
  author = {Domenico Marinucci and Giovanni Peccati},
  journal= {arXiv preprint arXiv:math/0607044},
  year   = {2009}
}

Comments

22 pages

R2 v1 2026-07-22T17:38:22.570Z