Current Trends in Bayesian Methodology with Applications

Name: Current Trends in Bayesian Methodology with Applications
Brand: Taylor & Francis
SKU: 9780367377625
Price: 5697.0 INR
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by Satyanshu K. Upadhyay

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ISBN13: 9780367377625
Binding: Paperback
Subject: N/A
Publisher: Taylor & Francis
Publisher Imprint: CRC Press
Publication Date: October 7, 2019
Pages: 680
Original Price: GBP 67.99
Language: English
Edition: N/A
Item Weight: 930 grams
BISAC Subject(s): Probability & Statistics / General

About The Book

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.

About The Author

Satyanshu K. Upadhyay is a professor and head of the Department of Statistics at Banaras Hindu University.

Umesh Singh is a professor in the Department of Statistics at Banaras Hindu University.

Dipak K. Dey is a distinguished professor in the Department of Statistics at the University of Connecticut.

Appaia Loganathan is a professor in the Department of Statistics at Manonmaniam Sundaranar University.

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