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Présentation de l'éditeur
This is a graduate-level textbook on Bayesian analysis blending modern Bayesian theory, methods, and applications. Starting from basic statistics, undergraduate calculus and linear algebra, ideas of both subjective and objective Bayesian analysis are developed to a level where real-life data can be analyzed using the current techniques of statistical computing. Advances in both low-dimensional and high-dimensional problems are covered, as well as important topics such as empirical Bayes and hierarchical Bayes methods and Markov chain Monte Carlo (MCMC) techniques. Many topics are at the cutting edge of statistical research. Solutions to common inference problems appear throughout the text along with discussion of what prior to choose. There is a discussion of elicitation of a subjective prior as well as the motivation, applicability, and limitations of objective priors. By way of important applications the book presents microarrays, nonparametric regression via wavelets as well as DMA mixtures of normals, and spatial analysis with illustrations using simulated and real data. Theoretical topics at the cutting edge include high-dimensional model selection and Intrinsic Bayes Factors, which the authors have successfully applied to geological mapping. The style is informal but clear. Asymptotics is used to supplement simulation or understand some aspects of the posterior.
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- ÉditeurSpringer-Verlag New York Inc.
- Date d'édition2006
- ISBN 10 0387400842
- ISBN 13 9780387400846
- ReliureRelié
- Langueanglais
- Nombre de pages354
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An Introduction to Bayesian Analysis: Theory and Methods (Springer Texts in Statistics)
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Springer, 2006
ISBN 10 : 0387400842
ISBN 13 : 9780387400846
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hardcover. Etat : Good. Former library book, still has stickers. Used with wear, stamp to textblock and first page. Edgewear and some soiling to textblock, bumping/wear to corners but is still in solid reading condition. N° de réf. du vendeur mon0000722202
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An Introduction to Bayesian Analysis: Theory and Methods (Springer Texts in Statistics)
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An Introduction to Bayesian Analysis: Theory and Methods (Springer Texts in Statistics)
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An Introduction to Bayesian Analysis: Theory and Methods (Springer Texts in Statistics)
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An Introduction to Bayesian Analysis
Edité par
Springer New York, 2006
ISBN 10 : 0387400842
ISBN 13 : 9780387400846
Neuf
Couverture rigide
Vendeur : moluna, Greven, Allemagne
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Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This is a graduate-level textbook on Bayesian analysis blending modern Bayesian theory, methods, and applications. Starting from basic statistics, undergraduate calculus and linear algebra, ideas of both subjective and objective Bayesian analysis are dev. N° de réf. du vendeur 5910276
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An Introduction to Bayesian Analysis
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Springer New York, Springer US Jul 2006, 2006
ISBN 10 : 0387400842
ISBN 13 : 9780387400846
Neuf
Couverture rigide
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Though there are many recent additions to graduate-level introductory books on Bayesian analysis, none has quite our blend of theory, methods, and ap plications. We believe a beginning graduate student taking a Bayesian course or just trying to find out what it means to be a Bayesian ought to have some familiarity with all three aspects. More specialization can come later. Each of us has taught a course like this at Indian Statistical Institute or Purdue. In fact, at least partly, the book grew out of those courses. We would also like to refer to the review (Ghosh and Samanta (2002b)) that first made us think of writing a book. The book contains somewhat more material than can be covered in a single semester. We have done this intentionally, so that an instructor has some choice as to what to cover as well as which of the three aspects to emphasize. Such a choice is essential for the instructor. The topics include several results or methods that have not appeared in a graduate text before. In fact, the book can be used also as a second course in Bayesian analysis if the instructor supplies more details. Chapter 1 provides a quick review of classical statistical inference. Some knowledge of this is assumed when we compare different paradigms. Following this, an introduction to Bayesian inference is given in Chapter 2 emphasizing the need for the Bayesian approach to statistics. 372 pp. Englisch. N° de réf. du vendeur 9780387400846
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An Introduction to Bayesian Analysis: Theory and Methods
Edité par
Springer-Verlag New York Inc., 2006
ISBN 10 : 0387400842
ISBN 13 : 9780387400846
Neuf
Couverture rigide
Vendeur : THE SAINT BOOKSTORE, Southport, Royaume-Uni
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Hardback. Etat : New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 728. N° de réf. du vendeur C9780387400846
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An Introduction to Bayesian Analysis : Theory and Methods
Edité par
Springer New York, Springer US, 2006
ISBN 10 : 0387400842
ISBN 13 : 9780387400846
Neuf
Couverture rigide
Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - Though there are many recent additions to graduate-level introductory books on Bayesian analysis, none has quite our blend of theory, methods, and ap plications. We believe a beginning graduate student taking a Bayesian course or just trying to find out what it means to be a Bayesian ought to have some familiarity with all three aspects. More specialization can come later. Each of us has taught a course like this at Indian Statistical Institute or Purdue. In fact, at least partly, the book grew out of those courses. We would also like to refer to the review (Ghosh and Samanta (2002b)) that first made us think of writing a book. The book contains somewhat more material than can be covered in a single semester. We have done this intentionally, so that an instructor has some choice as to what to cover as well as which of the three aspects to emphasize. Such a choice is essential for the instructor. The topics include several results or methods that have not appeared in a graduate text before. In fact, the book can be used also as a second course in Bayesian analysis if the instructor supplies more details. Chapter 1 provides a quick review of classical statistical inference. Some knowledge of this is assumed when we compare different paradigms. Following this, an introduction to Bayesian inference is given in Chapter 2 emphasizing the need for the Bayesian approach to statistics. N° de réf. du vendeur 9780387400846
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An Introduction to Bayesian Analysis: Theory and Methods (Springer Texts in Statistics)
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ISBN 10 : 0387400842
ISBN 13 : 9780387400846
Ancien ou d'occasion
Couverture rigide
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