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Bayesian Thinking, Modeling and Computation
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Bayesian Thinking, Modeling and Computation

Book Details

Format Hardback
ISBN-10 0444515399
ISBN-13 9780444515391
Publisher Elsevier Science & Technology
Imprint North-Holland
Country of Manufacture US
Country of Publication GB
Publication Date Nov 29th, 2005
Print length 1062 Pages
Weight 1,720 grams
Dimensions 24.40 x 17.40 x 5.10 cms
KSh 37,800.00
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Describes how to develop Bayesian thinking, modelling and computation both from philosophical, methodological and application point of view. This book covers a range of topics including objective and subjective Bayesian inferences with a variety of applications in modelling categorical, survival, spatial, spatiotemporal, and more.
This 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.

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