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Science/Engineering Bayesian Modeling Using WinBUGS (Wiley Series in Computational Statistics)

Posted on 2010-03-16




Name:Science/Engineering Bayesian Modeling Using WinBUGS (Wiley Series in Computational Statistics)
ASIN/ISBN:047014114X
Language:English
File size:24.2 Mb
Publish Date: 2009-02-03
ISBN: 047014114X
Pages: 492 pages
File Type: PDF
File Size: 24,2 MB
Other Info: Wiley
   Science/Engineering Bayesian Modeling Using WinBUGS (Wiley Series in Computational Statistics)

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Ioannis Ntzoufras, "Bayesian Modeling Using WinBUGS (Wiley Series in Computational Statistics)"

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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