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Current Trends in Bayesian Methodology with Applications

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Title: Current Trends in Bayesian Methodology with Applications
Description: 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.
Authors: Satyanshu K. Upadhyay, Umesh Singh, Dipak K. Dey, Appaia Loganathan
Resource Type: eBook.
Subjects: Bayesian statistical decision theory
Categories: MATHEMATICS / Probability & Statistics / Bayesian Analysis
Database: eBook Collection (EBSCOhost)
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  – Type: ebook-pdf
  – Type: ebook-epub
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  Availability: 0
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DbLabel: eBook Collection (EBSCOhost)
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PubType: eBook
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  Data: Current Trends in Bayesian Methodology with Applications
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  Data: 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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  Data: <searchLink fieldCode="AR" term="%22Satyanshu+K%2E+Upadhyay%22">Satyanshu K. Upadhyay</searchLink><br /><searchLink fieldCode="AR" term="%22Umesh+Singh%22">Umesh Singh</searchLink><br /><searchLink fieldCode="AR" term="%22Dipak+K%2E+Dey%22">Dipak K. Dey</searchLink><br /><searchLink fieldCode="AR" term="%22Appaia+Loganathan%22">Appaia Loganathan</searchLink>
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      – Code: 519.542
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Bayesian statistical decision theory
        Type: general
    Titles:
      – TitleFull: Current Trends in Bayesian Methodology with Applications
        Type: main
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          Name:
            NameFull: Satyanshu K. Upadhyay
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          Name:
            NameFull: Umesh Singh
      – PersonEntity:
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            NameFull: Dipak K. Dey
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            NameFull: Appaia Loganathan
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            NameFull: Satyanshu K. Upadhyay
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            NameFull: Umesh Singh
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            NameFull: Dipak K. Dey
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            NameFull: Appaia Loganathan
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2015
            – D: 08
              M: 06
              Type: profile
              Y: 2015
          Identifiers:
            – Type: isbn-print
              Value: 9781482235111
            – Type: isbn-print
              Value: 9781138894068
            – Type: isbn-print
              Value: 9780367377625
            – Type: isbn-electronic
              Value: 9781482235128
            – Type: isbn-electronic
              Value: 9780429172373
            – Type: isbn-electronic
              Value: 9781040077139
          Titles:
            – TitleFull: Current Trends in Bayesian Methodology with Applications
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