Bayesian Model Selection and Statistical Modeling (Statistics: Textbooks and Monographs) - Tapa blanda

Ando, Tomohiro

 
9780367383978: Bayesian Model Selection and Statistical Modeling (Statistics: Textbooks and Monographs)
Tapa blanda
ISBN 10: 0367383977 ISBN 13: 9780367383978
Editorial: Routledge, 2019

Sinopsis

Along with many practical applications, this book presents an array of Bayesian inference and model selection procedures. It thoroughly explains the concepts, illustrates the derivations of various Bayesian model selection criteria through examples, and provides R code for implementation. The R code is available for download on the book’s website. The text also applies Bayesian model averaging to many problems and compares the different types of simulation-based Bayesian model selection criteria, including the numerical calculation of Bayes factors, the Bayesian predictive information criterion, and the deviance information criterion.

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Acerca del autor

Tomohiro Ando is an associate professor of management science in the Graduate School of Business Administration at Keio University in Japan.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Routledge
Año de publicación
2019
Idioma
Inglés
ISBN 10 
0367383977
ISBN 13 
9780367383978
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
300
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781439836149: Bayesian Model Selection and Statistical Modeling (Statistics: Textbooks and Monographs)

Edición Destacada

ISBN 10:  1439836140 ISBN 13:  9781439836149
Editorial: Chapman and Hall/CRC, 2010
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