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Author Upadhyay, Satyanshu, author.

Title Current Trends in Bayesian Methodology with Applications [O'Reilly electronic resource] / Upadhyay, Satyanshu.

Edition 1st edition
Publication Info. Chapman and Hall/CRC, 2015.
QR Code
Description 1 online resource (680 pages)
text file
59.95
Summary 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.
Reproduction Electronic reproduction. Boston, MA : Safari, Available via World Wide Web. 2015.
System Details Mode of access: World Wide Web.
Genre Electronic books.
Added Author Singh, Umesh, author.
Dey, Dipak, author.
Loganathan, Appaia, author.
Safari, an O’Reilly Media Company.
Standard No. KE84846
9781482235128
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