Bayesian Data Analysis, Second Edition (Chapman & Hall/CRC Texts in Statistical Science)
Donald B. Rubin,Hal S. Stern,John B. Carlin,Andrew Gelman
ISBN 10: 158488388X ISBN 13: 9781584883883
Verlag: Chapman and Hall/CRC, 2003
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Incorporating new and updated information, this second edition of THE bestselling text in Bayesian data analysis continues to emphasize practice over theory, describing how to conceptualize, perform, and critique statistical analyses from a Bayesian perspective. Its world-class authors provide guidance on all aspects of Bayesian data analysis and include examples of real statistical analyses, based on their own research, that demonstrate how to solve complicated problems. Changes in the new edition include:
- Stronger focus on MCMC
- Revision of the computational advice in Part III
- New chapters on nonlinear models and decision analysis
- Several additional applied examples from the authors' recent research
- Additional chapters on current models for Bayesian data analysis such as nonlinear models, generalized linear mixed models, and more
- Reorganization of chapters 6 and 7 on model checking and data collection
Bayesian computation is currently at a stage where there are many reasonable ways to compute any given posterior distribution. However, the best approach is not always clear ahead of time. Reflecting this, the new edition offers a more pluralistic presentation, giving advice on performing computations from many perspectives while making clear the importance of being aware that there are different ways to implement any given iterative simulation computation. The new approach, additional examples, and updated information make Bayesian Data Analysis an excellent introductory text and a reference that working scientists will use throughout their professional life.
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Titel: Bayesian Data Analysis, Second Edition (...
Verlag: Chapman and Hall/CRC
Erscheinungsdatum: 2003
Einband: Hardcover
Zustand: Very Good
Auflage: 2. Auflage
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Bayesian Data Analysis, Second Edition (Chapman & Hall/CRC Texts in Statistical Science)
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Chapman and Hall/CRC (edition 2), 2003
ISBN 10: 158488388X
ISBN 13: 9781584883883
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Bayesian Data Analysis, Second Edition (Chapman & Hall/CRC Texts in Statistical Science)
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Incorporating new and updated information, this second edition of THE bestselling text in Bayesian data analysis continues to emphasize practice over theory, describing how to conceptualize, perform, and critique statistical analyses from a Bayesian perspective. Its world-class authors provide guidance on all aspects of Bayesian data analysis and include examples of real statistical analyses, based on their own research, that demonstrate how to solve complicated problems. Changes in the new edition include: Stronger focus on MCMC Revision of the computational advice in Part III New chapters on nonlinear models and decision analysis Several additional applied examples from the authors' recent research Additional chapters on current models for Bayesian data analysis such as nonlinear models, generalized linear mixed models, and more Reorganization of chapters 6 and 7 on model checking and data collection Bayesian computation is currently at a stage where there are many reasonable ways to compute any given posterior distribution. However, the best approach is not always clear ahead of time. Reflecting this, the new edition offers a more pluralistic presentation, giving advice on performing computations from many perspectives while making clear the importance of being aware that there are different ways to implement any given iterative simulation computation. The new approach, additional examples, and updated information make Bayesian Data Analysis an excellent introductory text and a reference that working scientists will use throughout their professional life. Bestandsnummer des Verkäufers ABE-1763830523239
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Bayesian Data Analysis Second Edition. (Texts in Statistical Science)
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ISBN 13: 9781584883883
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hardcover, Zustand: Good, Chapman & Hall / CRC, c.2004, 2nd.prtg., 8vo., glossy boards, 668pp., VG- $. Bestandsnummer des Verkäufers 100765
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Bayesian Data Analysis, Second Edition (Chapman Hall/CRC Texts in Statistical Science)
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Bayesian Data Analysis (Texts in Statistical Science, Band 60) Gelman, Andrew; Carlin, John B.; Rubin, Donald B. and Stern, Hal S.
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