Книга Bayesian Modeling Using WinBUGS Ioannis Ntzoufras

Bayesian Modeling Using WinBUGS

Автор: Ioannis Ntzoufras
Език: Английски език
Корици: С твърди корици
Издател: John Wiley & Sons Inc
Наличност: Външен склад
Изпращаме след 9-15 дни
167.59 327.77 лв
The BUGS (Bayesian inference Using Gibbs Sampling) project is concerned with free, flexible software...

Информация за книгата

Автор
Език
Английски език
Корици
Книга - С твърди корици
Издадена
2009
страници
520
EAN
9780470141144
ISBN
047014114X
Enbook ID
01388078
Издател
Теглоt
852
Размери
164 x 236 x 30

Пълно описание

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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