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Bayesian Methods in Cosmology.
・ISBN 978-1-107-63175-5 paper GB£ 44.00
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| 著者・編者 | Hobson, Michael P. / Jaffe, Andrew H. / Liddle, Andrew R. / Mukherjee, Pia / Parkinson, David (eds.), |
|---|---|
| 出版社 | (Cambridge University Press, UK) |
| 出版年月 | 2014 |
| ページ数 | 316 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A00-5298＞ |
解説
In recent years cosmologists have advanced from largely qualitative models of the Universe to precision modelling using Bayesian methods, in order to determine the properties of the Universe to high accuracy. This timely book is the only comprehensive introduction to the use of Bayesian methods in cosmological studies, and is an essential reference for graduate students and researchers in cosmology, astrophysics and applied statistics. The first part of the book focuses on methodology, setting the basic foundations and giving a detailed description of techniques. It covers topics including the estimation of parameters, Bayesian model comparison, and separation of signals. The second part explores a diverse range of applications, from the detection of astronomical sources (including through gravitational waves), to cosmic microwave background analysis and the quantification and classification of galaxy properties. Contributions from 24 highly regarded cosmologists and statisticians make this an authoritative guide to the subject.