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Bayesian Modeling Using WinBUGS

Language EnglishEnglish
Book Hardback
Book Bayesian Modeling Using WinBUGS Ioannis Ntzoufras
Libristo code: 01388078
Publishers John Wiley & Sons Inc, March 2009
The BUGS (Bayesian inference Using Gibbs Sampling) project is concerned with free, flexible software... Full description
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The BUGS (Bayesian inference Using Gibbs Sampling) project is concerned with free, flexible software for the Bayesian analysis of complex statistical models using Markov Chain Monte Carlo (MCMC) methods. It details the various and commonly-used modeling techniques that are employed by statisticians in a multitude of sciences such as; biostatistics and social science; actuarial science environments. This book presents the reader with a clear and easily accessible introduction to the use of WinBUGS programming techniques in a variety of Bayesian modeling settings. Emphasis is given to Generalized Linear Models (GLMs) familiar to most readers and researchers. Detailed explanations cover model building, prior specification, writing WinBUGS code, and analyzing and interpreting WinBUGS output. Also features comprehensive problems and examples.

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About the book

Full name Bayesian Modeling Using WinBUGS
Language English
Binding Book - Hardback
Date of issue 2009
Number of pages 520
EAN 9780470141144
ISBN 047014114X
Libristo code 01388078
Weight 852
Dimensions 164 x 236 x 30
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