Verwandte Artikel zu Current Trends in Bayesian Methodology with Applications

Current Trends in Bayesian Methodology with Applications - Hardcover

 
9781482235111: Current Trends in Bayesian Methodology with Applications
Hardcover
ISBN 10: 1482235110 ISBN 13: 9781482235111
Verlag: Chapman and Hall/CRC, 2015

Inhaltsangabe

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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Über die Autorin bzw. den Autor

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.

Von der hinteren Coverseite

Collecting Bayesian material scattered throughout the literature, this volume 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, gives an overview of the area, presents theoretical insights, and emphasizes applications through motivating examples.

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Verlag
Chapman and Hall/CRC
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
1482235110
ISBN 13 
9781482235111
Einband
Gebundene Ausgabe
Anzahl der Seiten
640
Herausgeber
Upadhyay Satyanshu Kumar, Singh Umesh, Dey Dipak K., Loganathan Appaia
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar