Bayesian Methods in Cosmology.

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

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Bibliographic Details
Main Author: Hobson, Michael P.
Other Authors: Jaffe, Andrew H., Liddle, Andrew R., Mukherjee, Pia, Parkinson, David
Format: eBook
Language:English
Published: Leiden : Cambridge University Press, 2009.
Subjects:
Online Access:Click for online access

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245 1 0 |a Bayesian Methods in Cosmology. 
260 |a Leiden :  |b Cambridge University Press,  |c 2009. 
300 |a 1 online resource (317 pages) 
336 |a text  |b txt  |2 rdacontent 
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505 0 |a 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. 
505 8 |a 12 A Bayesian approach to galaxy evolution studies13 Photometric redshift estimation: methods and applications; Index. 
520 |a Comprehensive introduction to Bayesian methods in cosmological studies, for graduate students and researchers in cosmology, astrophysics and applied statistics. 
588 0 |a Print version record. 
650 0 |a Bayesian statistical decision theory. 
650 0 |a Cosmology  |x Statistical methods. 
650 7 |a Bayesian statistical decision theory  |2 fast 
700 1 |a Jaffe, Andrew H. 
700 1 |a Liddle, Andrew R. 
700 1 |a Mukherjee, Pia. 
700 1 |a Parkinson, David. 
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776 0 8 |i Print version:  |a Hobson, Michael P.  |t Bayesian Methods in Cosmology.  |d Leiden : Cambridge University Press, ©2009  |z 9780521887946 
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