Bayesian Modeling Using WinBUGS
Language: English
Published by John Wiley & Sons Mär 2014, 2014
- Hardcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 193.01
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Add to basketItem description from seller
Seller Inventory # 9780470141144
- Title
- Bayesian Modeling Using WinBUGS
- Author
- Ioannis Ntzoufras
- Publisher
- John Wiley & Sons Mär 2014
- Publication year
- 2014
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 10
- 047014114X
- ISBN 13
- 9780470141144
- Item weight
- 938 grams
- Dimensions
- 240x161x32 mm
Bayesian Modeling Using WinBUGS provides an easily accessible introduction to the use of WinBUGS programming techniques in a variety of Bayesian modeling settings. The author provides an accessible treatment of the topic, offering readers a smooth introduction to the principles of Bayesian modeling with detailed guidance on the practical implementation of key principles.
The book begins with a basic introduction to Bayesian inference and the WinBUGS software and goes on to cover key topics, including:
-
Markov Chain Monte Carlo algorithms in Bayesian inference
-
Generalized linear models
-
Bayesian hierarchical models
-
Predictive distribution and model checking
-
Bayesian model and variable evaluation
Computational notes and screen captures illustrate the use of both WinBUGS as well as R software to apply the discussed techniques. Exercises at the end of each chapter allow readers to test their understanding of the presented concepts and all data sets and code are available on the book's related Web site.
Requiring only a working knowledge of probability theory and statistics, Bayesian Modeling Using WinBUGS serves as an excellent book for courses on Bayesian statistics at the upper-undergraduate and graduate levels. It is also a valuable reference for researchers and practitioners in the fields of statistics, actuarial science, medicine, and the social sciences who use WinBUGS in their everyday work.
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
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