Bayesian methods in cosmology [E-Book] / [edited by] Michael P. Hobson [and four others].
Hobson, M. P., (editor)
Cambridge : Cambridge University Press, 2010
1 online resource (xii, 303 pages)
Full Text
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, 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.