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Description - Bayesian Thinking, Modeling and Computation by Dipak K. Dey

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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Book Details

ISBN: 9780444515391
ISBN-10: 0444515399
Format: Hardback
(240mm x 165mm x mm)
Pages: 1062
Imprint: North-Holland
Publisher: Elsevier Science & Technology
Publish Date: 29-Nov-2005
Country of Publication: United States

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Author Biography - Dipak K. Dey

C. R. Rao, born in India is one of this century's foremost statisticians, received his education in statistics at the Indian Statistical Institute (ISI), Calcutta. Rao is currently at Penn State as Eberly Professor of Statistics and Director of the Center for Multivariate Analysis. His research has influenced not only statistics, but also the physical, social and natural sciences and engineering.

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