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portada Current Trends in Bayesian Methodology With Applications
Type
Physical Book
Publisher
Author
Language
English
Pages
680
Format
Hardcover
ISBN13
9781482235111
Edition No.
1

Current Trends in Bayesian Methodology With Applications

Upadhyay Satyanshu K.,Singh Umesh,Dey Dipak K. (Author) · Alpel Pub (Pq) · Hardcover

Current Trends in Bayesian Methodology With Applications - Upadhyay Satyanshu K.,Singh Umesh,Dey Dipak K.

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Synopsis "Current Trends in Bayesian Methodology With Applications"

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.

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