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Handbook of Statistics, Volume 25:...

Handbook of Statistics, Volume 25: Bayesian Thinking, Modeling and Computation

Name: Handbook of Statistics, Volume 25: Bayesian Thinking, Modeling and Computation
ISBN: 9780444515391

Dipak K. Dey, C.R. Rao

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Handbook of Statistics Vol 25This volume describes how to develop Bayesian thinking, modelling and computation both from philosophical, methodological and application point of view. It further describes parametric and nonparametric Bayesian methods for modelling and how to use modern computational methods to summarize inferences using simulation. The book covers wide range of topics including objective and subjective Bayesian inferences with a variety of applications in modelling categorical, survival, spatial, spatiotemporal, Epidemiological, software reliability, small area and micro array data. The book concludes with a chapter on how to teach Bayesian thoughts to nonstatisticians.

類別:

Science (General)

年:

2006

出版商:

North Holland

語言:

english

頁數:

1044

ISBN 10:

0444515399