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Chapman & Hall/CRC Texts in Statistical Science: Bayesian Data Analysis

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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 the practicing statistician singular guidance on all aspects of the subject.

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Chapman & Hall/CRC Texts in Statistical Science: Bayesian Data Analysis, Andrew Gelman, John B. Carlin, Hal S. Stern, Donald B. Rubin

Sprache
Erscheinungsdatum
1995
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(Hardcover)
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Titel
Chapman & Hall/CRC Texts in Statistical Science: Bayesian Data Analysis
Sprache
Englisch
Erscheinungsdatum
1995
Einband
Hardcover
Seitenzahl
552
ISBN10
0412039915
ISBN13
9780412039911
Reihe
Bewertung
4,35 von 5 Sternen
Beschreibung
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.