Book contents
- Frontmatter
- Contents
- Preface
- 1 Introduction
- 2 Background Results in Representation Theory
- 3 Representations of SO(3) and Harmonic Analysis on S2
- 4 Background Results in Probability and Graphical Methods
- 5 Spectral Representations
- 6 Characterizations of Isotropy
- 7 Limit Theorems for Gaussian Subordinated Random Fields
- 8 Asymptotics for the Sample Power Spectrum
- 9 Asymptotics for Sample Bispectra
- 10 Spherical Needlets and their Asymptotic Properties
- 11 Needlets Estimation of Power Spectrum and Bispectrum
- 12 Spin Random Fields
- 13 Appendix
- References
- Index
Preface
Published online by Cambridge University Press: 07 October 2011
- Frontmatter
- Contents
- Preface
- 1 Introduction
- 2 Background Results in Representation Theory
- 3 Representations of SO(3) and Harmonic Analysis on S2
- 4 Background Results in Probability and Graphical Methods
- 5 Spectral Representations
- 6 Characterizations of Isotropy
- 7 Limit Theorems for Gaussian Subordinated Random Fields
- 8 Asymptotics for the Sample Power Spectrum
- 9 Asymptotics for Sample Bispectra
- 10 Spherical Needlets and their Asymptotic Properties
- 11 Needlets Estimation of Power Spectrum and Bispectrum
- 12 Spin Random Fields
- 13 Appendix
- References
- Index
Summary
Several people have worked with the authors in the last years to develop the material covered in this monograph. In particular, following the order of the book, we wish to mention Ivan Nourdin and David Nualart for recent developments on the generalized method of moments for Gaussian subordinated processes, and relationships with Stein's method; Jean-Renaud Pycke for spectral representations of isotropic random fields; Paolo Baldi for the characterizations of spherical harmonic coefficients under isotropy; Paolo Baldi, Gerard Kerkyacharian and Dominique Picard for the stochastic analysis of standard needlets, and Xiaohong Lan for the needlets bispectrum; Daryl Geller (who introduced Mexican needlets with Azita Mayeli) for the extension of the needlet paradigm to random sections of spin fiber bundles, We learned a lot from discussions with Mauro Piccioni and lgor Wigman, who have also provided very useful comments on an earlier draft, as did PhD students Mirko D'Ovidio and Claudio Durastanti.
The material of this book is strongly motivated by Cosmological applications, and it has benefited enormously from a decade-long interaction of the first author with physicists providing insights. Suggestions, and applications to real data: we mention in particular (in alphabetic order) Amedeo Balbi, Paolo Cabella, Giancarlo de Gasperis, Frode Hansen, Michele Liguori, Sabino Matarrese, Paolo Natoli, Davide Pietrobon, Gianluca Polenta, Oystein Rudjord, Sandro Scodeller and Nicola Vittorio. Frode Hansen is to be thanked also for some insightful comments on the CMB description parts.
- Type
- Chapter
- Information
- Random Fields on the SphereRepresentation, Limit Theorems and Cosmological Applications, pp. xi - xiiPublisher: Cambridge University PressPrint publication year: 2011