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Bayesian Analysis Made Simple: An Excel GUI for WinBUGS

From simple NLMs to complex GLMMs, this book describes how to use the GUI for WinBUGS - BugsXLA - an Excel add-in written by the author that allows a range of Bayesian models to be easily specified. With case studies throughout, the text shows how to routinely apply even the more complex aspects of...

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Detalles Bibliográficos
Autor principal: Woodward, Philip
Lenguaje:eng
Publicado: CRC Press 2011
Materias:
Acceso en línea:http://cds.cern.ch/record/1486274
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author Woodward, Philip
author_facet Woodward, Philip
author_sort Woodward, Philip
collection CERN
description From simple NLMs to complex GLMMs, this book describes how to use the GUI for WinBUGS - BugsXLA - an Excel add-in written by the author that allows a range of Bayesian models to be easily specified. With case studies throughout, the text shows how to routinely apply even the more complex aspects of model specification, such as GLMMs, outlier robust models, random effects Emax models, auto-regressive errors, and Bayesian variable selection. It provides brief, up-to-date discussions of current issues in the practical application of Bayesian methods. The author also explains how to obtain free so
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2011
publisher CRC Press
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spelling cern-14862742021-04-22T00:18:23Zhttp://cds.cern.ch/record/1486274engWoodward, PhilipBayesian Analysis Made Simple: An Excel GUI for WinBUGSMathematical Physics and Mathematics From simple NLMs to complex GLMMs, this book describes how to use the GUI for WinBUGS - BugsXLA - an Excel add-in written by the author that allows a range of Bayesian models to be easily specified. With case studies throughout, the text shows how to routinely apply even the more complex aspects of model specification, such as GLMMs, outlier robust models, random effects Emax models, auto-regressive errors, and Bayesian variable selection. It provides brief, up-to-date discussions of current issues in the practical application of Bayesian methods. The author also explains how to obtain free soCRC Pressoai:cds.cern.ch:14862742011
spellingShingle Mathematical Physics and Mathematics
Woodward, Philip
Bayesian Analysis Made Simple: An Excel GUI for WinBUGS
title Bayesian Analysis Made Simple: An Excel GUI for WinBUGS
title_full Bayesian Analysis Made Simple: An Excel GUI for WinBUGS
title_fullStr Bayesian Analysis Made Simple: An Excel GUI for WinBUGS
title_full_unstemmed Bayesian Analysis Made Simple: An Excel GUI for WinBUGS
title_short Bayesian Analysis Made Simple: An Excel GUI for WinBUGS
title_sort bayesian analysis made simple: an excel gui for winbugs
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/1486274
work_keys_str_mv AT woodwardphilip bayesiananalysismadesimpleanexcelguiforwinbugs