Bayesian methods in cosmology / [edited by] Michael P. Hobson ... [et al.].
"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 method...
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| Year of Publication: | 2010 |
| Language: | English |
| Online Access: | |
| Physical Description: | xii, 303 p. :; ill. |
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Table of Contents:
- Foundations and algorithms / John Skilling
- Simple applications of Bayesian methods / D.S. Sivia and S.G. Rawlings
- Parameter estimation using Monte Carlo sampling / Antony Lewis and Sarah Bridle
- Model selection and multi-model inference / Andrew R. Liddle, Pia Mukherjee and David Parkinson
- Bayesian experimental design and model selection forecasting / Roberto Trotta ... [et al.]
- Signal separation in cosmology / M.P. Hobson, M.A.J. Ashdown and V. Stolyarov
- Bayesian source extraction / M.P. Hobson, Graca Rocha and Richard S. Savage
- Flux measurement / Daniel Mortlock
- Gravitational wave astronomy / Neil Cornish
- Bayesian analysis of cosmic microwave background data / Andrew H. Jaffe
- Bayesian multilevel modelling of cosmological populations / Thomas J. Loredo and Martin A. Hendry
- A Bayesian approach to galaxy evolution studies / Stefano Andreon
- Photometric redshift estimation : methods and applications / Ofer Lahav, Filipe B. Abdalla and Manda Banerji.