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Książka Bayesian Modeling Using WinBUGS Ioannis Ntzoufras

Bayesian Modeling Using WinBUGS

Autor: Ioannis Ntzoufras
Język: Angielski
Oprawa: Twarda
Wydawca: John Wiley & Sons Inc
Dostępność: Dostępna u dostawcy
Wysyłamy za 9-15 dni
711.87 zł
The BUGS (Bayesian inference Using Gibbs Sampling) project is concerned with free, flexible software...

Informacje o książce

Autor
Ioannis Ntzoufras
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2009
strony
520
EAN
9780470141144
ISBN
047014114X
Enbook ID
01388078
Wydawca
John Wiley & Sons Inc
Waga
852
Wymiary
164 x 236 x 30

Pełny opis

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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