Angular spectra for non-Gaussian isotropic fields

被引:12
|
作者
Terdik, Gyoergy [1 ]
机构
[1] Univ Debrecen, Fac Informat, H-4028 Debrecen, Hungary
关键词
Bispectrum; trispectrum; angular polyspectra; CMB; non-Gaussianity; spherical random fields; isotropy; STOCHASTIC-PROCESSES; TEMPERATURE;
D O I
10.1214/14-BJPS249
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Cosmic microwave background (CMB) Anisotropies is a subject of intensive research in recent years, and therefore it is necessary to develop suitable theory and methods for the analysis of isotropic fields on spheres. The main object of our paper is to show that the polyspectra can be given as the coefficients of the orthogonal expansion of cumulants of the field in terms of irreducible tensor products of spherical harmonics. We obtain necessary and sufficient conditions for isotropy of a non-Gaussian field and the conditions are stated in terms of higher order spectra (polyspectra). The relation between cumulants and spectra gives a new method of estimating spectra.
引用
收藏
页码:833 / 865
页数:33
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