Bayesian methods in cosmology /

"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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Hobson, M. P. (Michael Paul), 1967-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge, UK ; New York : Cambridge University Press, 2010.
Temas:
Cosmology > Statistical methods.
Bayesian statistical decision theory.
Cosmologie > Méthodes statistiques.
Théorie de la décision bayésienne.
SCIENCE > Cosmology.
Bayesian statistical decision theory
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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 [and others]
  • Signal separation in cosmology / M.P. Hobson, M.A.J. Ashdown and V. Stolyarov
  • Bayesian source extraction / M.P. Hobson, Graça 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.

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