Bayesian data analysis

Bayesian data analysis

by Gelman, Andrew

Type Book
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Bayesian Data Analysis describes how to conceptualize, perform, and critique statistical analyses from a Bayesian perspective. Using examples largely from the authors' own experiences, the book focuses on modern computational tools and obtains inferences using computer simulations. Its unique features include thorough discussions of the methods for checking Bayesian models and the role of the design of data collection in influencing Bayesian statistical analysis. Bayesian Data Analysis offers t…

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Title Statements

  • Full title :Bayesian data analysis / Andrew Gelman [et autres].

Summary

Bayesian Data Analysis describes how to conceptualize, perform, and critique statistical analyses from a Bayesian perspective. Using examples largely from the authors' own experiences, the book focuses on modern computational tools and obtains inferences using computer simulations. Its unique features include thorough discussions of the methods for checking Bayesian models and the role of the design of data collection in influencing Bayesian statistical analysis. Bayesian Data Analysis offers the practicing statistician singular guidance on all aspects of the subject

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Edition Statements

  • Publication Date:©2004.
  • Edition:2nd ed

Publication Statements

  • Publisher(s):Chapman & Hall/CRC
  • Place of Publication:Boca Raton, Flor
  • Language:eng
  • Publication Date:©2004.

The Physical Object

  • Description:xxv, 668 pages : : illustrations, cartes ; : 25 cm

Edition Identifiers

  • ISBN:158488388X, 9781584883883
  • oclc:ocm57706716
  • LC Classification:QA279.5
  • Dewey Decimal:519.5/42

Subjects

analyse bayesienne Analyse des données analyse des données -- manuel. -- théor… Analyse statistique Bayes Theorem Bayesian statistical decision theory Data Interpretation, Statistical Decision Theory inférence statistique manuel methode Baye Search theory Statistics Statistics as Topic Statistics as Topic -- methods statistique appliquee Statistique bayésienne Statistiques Théorème de Bayes théorie de Bayes

Writers

Gelman, Andrew

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