Bayesian Modeling Using WinBUGS - 9780470141144
Un libro in lingua di Ioannis Ntzoufras edito da John Wiley & Sons Inc, 2009
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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.
Informazioni bibliografiche
- Titolo del Libro in lingua: Bayesian Modeling Using WinBUGS
- Lingua: English
- Autore: Ioannis Ntzoufras
- Editore: John Wiley & Sons Inc
- Collana: John Wiley & Sons Inc (Hardcover)
- Data di Pubblicazione: 03 Febbraio '09
- Genere: MATHEMATICS
- Argomento: Bayesian statistical decision theory
- Pagine: 492
- Dimensioni mm: 241 x 158 x 31
- ISBN-10: 047014114X
- EAN-13: 9780470141144