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Bayesian Methods in Cosmology.

Author: Michael P Hobson; Andrew H Jaffe; Andrew R Liddle; Pia Mukherjee; David Parkinson
Publisher: Leiden : Cambridge University Press, 2009.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
Comprehensive introduction to Bayesian methods in cosmological studies, for graduate students and researchers in cosmology, astrophysics and applied statistics.
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Hobson, Michael P.
Bayesian Methods in Cosmology.
Leiden : Cambridge University Press, ©2009
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Michael P Hobson; Andrew H Jaffe; Andrew R Liddle; Pia Mukherjee; David Parkinson
ISBN: 9780511768477 0511768478
OCLC Number: 645097563
Description: 1 online resource (317 pages)
Contents: Cover; Half-title; Title; Copyright; Contents; List of contributors; Preface; Part I Methods; 1 Foundations and algorithms; 2 Simple applications of Bayesian methods; 3 Parameter estimation using Monte Carlo sampling; 4 Model selection and multi-model inference; 5 Bayesian experimental design and model selection forecasting; 6 Signal separation in cosmology; Part II Applications; 7 Bayesian source extraction; 8 Flux measurement; 9 Gravitational wave astronomy; 10 Bayesian analysis of cosmic microwave background data; 11 Bayesian multilevel modelling of cosmological populations. 12 A Bayesian approach to galaxy evolution studies13 Photometric redshift estimation: methods and applications; Index.

Abstract:

Comprehensive introduction to Bayesian methods in cosmological studies, for graduate students and researchers in cosmology, astrophysics and applied statistics.

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