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Bayesian Modeling Using WinBUGS

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Bayesian Modeling Using WinBUGS Ioannis Ntzoufras
Libristo kod: 01388078
Nakladnici John Wiley & Sons Inc, ožujak 2009
The BUGS (Bayesian inference Using Gibbs Sampling) project is concerned with free, flexible software... Cijeli opis
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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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Informacije o knjizi

Puni naziv Bayesian Modeling Using WinBUGS
Autor Ioannis Ntzoufras
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2009
Broj stranica 520
EAN 9780470141144
ISBN 047014114X
Libristo kod 01388078
Nakladnici John Wiley & Sons Inc
Težina 852
Dimenzije 164 x 236 x 30

Kategorija

Mathematics & Science > Mathematics > Probability & statistics > Bayesian inference
Computing & Information Technology > Business applications > Mathematical & statistical software
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