Bayesian Astrophysics
Andrés Asensio Ramos editor Iñigo Arregui editor
Format:Hardback
Publisher:Cambridge University Press
Published:26th Apr '18
Currently unavailable, and unfortunately no date known when it will be back
Provides an overview of the fundamentals of Bayesian inference and its applications within astrophysics, for graduate students and researchers.
This book is aimed at graduate students and researchers interested in Bayesian analysis in an astrophysical context. It provides the next generation of researchers with the tools of modern data analysis that are already becoming standard in current astrophysical research.Bayesian methods are being increasingly employed in many different areas of research in the physical sciences. In astrophysics, models are used to make predictions to be compared to observations. These observations offer information that is incomplete and uncertain, so the comparison has to be pursued by following a probabilistic approach. With contributions from leading experts, this volume covers the foundations of Bayesian inference, a description of computational methods, and recent results from their application to areas such as exoplanet detection and characterisation, image reconstruction, and cosmology. It appeals to both young researchers seeking to learn about Bayesian methods as well as to astronomers wishing to incorporate these approaches in their research areas. It provides the next generation of researchers with the tools of modern data analysis that are already becoming standard in current astrophysical research.
ISBN: 9781107102132
Dimensions: 254mm x 178mm x 14mm
Weight: 570g
204 pages