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Random fields on the sphere
Authors: ---
ISBN: 9780511751677 9780521175616 9781139117487 1139117483 1283296179 9781283296175 0511751672 9781139128148 1139128140 1139115316 9781139115315 0521175615 9781139113120 1139113127 1107213525 1139123238 9786613296177 Year: 2011 Publisher: Cambridge Cambridge University Press

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Abstract

"The purpose of this monograph is to discuss recent developments in the analysis of isotropic spherical random fields, with a view towards applications in Cosmology.We shall be concerned in particular with the interplay among three leading themes, namely: - the connection between isotropy, representation of compact groups and spectral analysis for random fields, including the characterization of polyspectra and their statistical estimation - the interplay between Gaussianity, Gaussian subordination, nonlinear statistics, and recent developments in the methods of moments and diagram formulae to establish weak convergence results - the various facets of high-resolution asymptotics, including the high-frequency behaviour of Gaussian subordinated random fields and asymptotic statistics in the high-frequency sense"--

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