Bayesian modeling using WinBUGS / Ioannis Ntzoufras.

"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 mod...

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Bibliographic Details
Main Author: Ntzoufras, Ioannis, 1973-
Format: eBook
Language:English
Published: Hoboken, N.J. : Wiley, ©2009.
Subjects:
Online Access:Click for online access
Description
Summary:"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. 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"--Provided by publisher
Physical Description:1 online resource (xxiii, 492 pages) : illustrations
Bibliography:Includes bibliographical references (pages 469-484) and index.
ISBN:9780470434543
0470434546
9780470434567
0470434562
661203081X
9786612030819
1118210352
9781118210352
1282030817
9781282030817
Language:English.
Source of Description, Etc. Note:Print version record.