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Bayesian astrophysics /

"Bayesian methods are increasingly being employed in many different areas of physical sciences research. In astrophysics, models are used to make predictions to compare to observations that are incomplete and uncertain, so the comparison must be pursued by following a probabilistic approach. Wi...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: Canary Islands Winter School of Astrophysics La Laguna, Canary Islands
Otros Autores: Asensio Ramos, Andrés (Editor ), Arregui, Iñigo (Editor )
Formato: Electrónico Congresos, conferencias eBook
Idioma:Inglés
Publicado: Cambridge, United Kingdom : Cambridge University Press, 2018.
Colección:Canary Islands Winter School of Astrophysics (Series) ; v. XXVI.
Temas:
Acceso en línea:Texto completo

MARC

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245 1 0 |a Bayesian astrophysics /  |c edited by Andrés Asensio Ramos (Instituto de Astrofísica de Canarias, Tenerife), Iñigo Arregui (Instituto de Astrofísica de Canarias, Tenerife). 
264 1 |a Cambridge, United Kingdom :  |b Cambridge University Press,  |c 2018. 
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490 1 |a Canary Islands Winter School of Astrophysics ;  |v volume XXVI 
588 0 |a Print version record. 
500 |a Lectures presented at the XXVI Canary Islands Winter School of Astrophysics, held in La Laguna, Tenerife, Spain, Nov. 3-14, 2014. 
504 |a Includes bibliographical references and index. 
520 |a "Bayesian methods are increasingly being employed in many different areas of physical sciences research. In astrophysics, models are used to make predictions to compare to observations that are incomplete and uncertain, so the comparison must be pursued by following a probabilistic approach. With contributions from leading experts, this volume covers the foundations of Bayesian inference, a description of the applicable computational methods, and recent results from their application to areas such as exoplanet detection and characterisation, image reconstruction, and cosmology. With content that appeals both to young researchers seeking to learn about Bayesian methods and to astronomers wishing to incorporate these approaches into their research, it provides the next generation of researchers with tools of modern data analysis that are becoming standard in astrophysical research"--  |c Provided by publisher 
505 0 |a Bayesian inference and computation: a beginner's guide -- Inverse problems in astronomy -- Bayesian inference in extra-solar planet searches -- Bayesian cosmology -- An introduction to objective Bayesian statistics. 
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650 0 |a Bayesian statistical decision theory  |v Congresses. 
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650 6 |a Théorie de la décision bayésienne  |v Congrès. 
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700 1 |a Asensio Ramos, Andrés,  |e editor. 
700 1 |a Arregui, Iñigo,  |e editor. 
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