TY  - BOOK
AU  - Marinucci,Domenico
AU  - Peccati,Giovanni
TI  - Random fields on the sphere: representation, limit theorems and cosmological applications 
T2  - London Mathematical Society lecture note series
SN  - 9780511751677 (ebook)
AV  - QA406 .M37 2011
U1  - 523.101/5195 23
PY  - 2011///
CY  - Cambridge
PB  - Cambridge University Press
KW  - Spherical harmonics
KW  - Random fields
KW  - Compact groups
KW  - Cosmology
KW  - Statistical methods
N1  - Title from publisher's bibliographic system (viewed on 05 Oct 2015); Introduction -- Background results in representation theory -- Representations of SO(3) and harmonic analysis on S2 -- Background results in probability and graphical methods -- Spectral representations -- Characterizations of isotropy -- Limit theorems for Gaussian subordinated random fields -- Asymptotics for the sample power spectrum -- Asymptotics for sample bispectra -- Spherical needlets and their asymptotic properties -- Needlets estimation of power spectrum and bispectrum -- Spin random fields -- Appendix
N2  - Random Fields on the Sphere presents a comprehensive analysis of isotropic spherical random fields. The main emphasis is on tools from harmonic analysis, beginning with the representation theory for the group of rotations SO(3). Many recent developments on the method of moments and cumulants for the analysis of Gaussian subordinated fields are reviewed. This background material is used to analyse spectral representations of isotropic spherical random fields and then to investigate in depth the properties of associated harmonic coefficients. Properties and statistical estimation of angular power spectra and polyspectra are addressed in full. The authors are strongly motivated by cosmological applications, especially the analysis of cosmic microwave background (CMB) radiation data, which has initiated a challenging new field of mathematical and statistical research. Ideal for mathematicians and statisticians interested in applications to cosmology, it will also interest cosmologists and mathematicians working in group representations, stochastic calculus and spherical wavelets
UR  - https://doi.org/10.1017/CBO9780511751677
ER  -