Bayesian methods in cosmology

Resource Information

The work Bayesian methods in cosmology represents a distinct intellectual or artistic creation found in Massey University Library, University of New Zealand. This resource is a combination of several types including: Work, Language Material, Books.

Label

Bayesian methods in cosmology

Statement of responsibility

[edited by] Michael P. Hobson [and others]

Contributor

• Hobson, M. P., (Michael Paul), 1967-

Subject

• Bayesian statistical decision theory
• Cosmology -- Statistical methods

Language

eng

Summary

• "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"--Provided by publisher
• "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"--Provided by publisher

Dewey number

523.101/519542

Illustrations

illustrations

Index

index present

Literary form

non fiction

Nature of contents

• dictionaries
• bibliography