Applied Bayesian Statistics: With R and OpenBUGS Examples - Couverture rigide
Livre 63 sur 103: Springer Texts in Statistics
Synopsis
This book is based on over a dozen years teaching a Bayesian Statistics course. The material presented here has been used by students of different levels and disciplines, including advanced undergraduates studying Mathematics and Statistics and students in graduate programs in Statistics, Biostatistics, Engineering, Economics, Marketing, Pharmacy, and Psychology. The goal of the book is to impart the basics of designing and carrying out Bayesian analyses, and interpreting and communicating the results. In addition, readers will learn to use the predominant software for Bayesian model-fitting, R and OpenBUGS. The practical approach this book takes will help students of all levels to build understanding of the concepts and procedures required to answer real questions by performing Bayesian analysis of real data. Topics covered include comparing and contrasting Bayesian and classical methods, specifying hierarchical models, and assessing Markov chain Monte Carlo output.
Kate Cowles taught Suzuki piano for many years before going to graduate school in Biostatistics. Her research areas are Bayesian and computational statistics, with application to environmental science. She is on the faculty of Statistics at The University of Iowa.
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À propos de l?auteur
Kate Cowles taught Suzuki piano for many years before going to graduate school in Biostatistics. Her research areas are Bayesian and computational statistics, with application to environmental science. She is on the faculty of Statistics at The University of Iowa.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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Applied Bayesian Statistics: With R and OpenBUGS Examples (Springer Texts in Statistics)
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Buch. Etat : Neu. Applied Bayesian Statistics | With R and OpenBUGS Examples | Mary Kathryn Cowles | Buch | xiv | Englisch | 2013 | Springer | EAN 9781461456957 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. N° de réf. du vendeur 106311262
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Springer New York, Springer US Jan 2013, 2013
ISBN 10 : 1461456959
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Applied Bayesian Statistics : With R and OpenBUGS Examples
Edité par
Springer New York, Springer US, 2013
ISBN 10 : 1461456959
ISBN 13 : 9781461456957
Neuf
Couverture rigide
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