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Current Trends in Bayesian Methodology with Applications

Umesh Singh editor Dipak K Dey editor Satyanshu K Upadhyay editor Appaia Loganathan editor

Format:Hardback

Publisher:Taylor & Francis Inc

Published:21st May '15

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Current Trends in Bayesian Methodology with Applications cover

Collecting Bayesian material scattered throughout the literature, Current Trends in Bayesian Methodology with Applications examines the latest methodological and applied aspects of Bayesian statistics. The book covers biostatistics, econometrics, reliability and risk analysis, spatial statistics, image analysis, shape analysis, Bayesian computation, clustering, uncertainty assessment, high-energy astrophysics, neural networking, fuzzy information, objective Bayesian methodologies, empirical Bayes methods, small area estimation, and many more topics.

Each chapter is self-contained and focuses on a Bayesian methodology. It gives an overview of the area, presents theoretical insights, and emphasizes applications through motivating examples.

This book reflects the diversity of Bayesian analysis, from novel Bayesian methodology, such as nonignorable response and factor analysis, to state-of-the-art applications in economics, astrophysics, biomedicine, oceanography, and other areas. It guides readers in using Bayesian techniques for a range of statistical analyses.

"This wide scope of the volume reflects very accurately on the present role of Bayesian analysis in scientific inference, be it by statisticians, computer scientists, or data analysts. … I thus warmly congratulate the editors for putting this exciting volume together …"
—From the Foreword by Christian P. Robert

ISBN: 9781482235111

Dimensions: unknown

Weight: 1088g

680 pages