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David B. Dunson Aki Vehtari Donald B. Rub Bayesian Data A (Hardback) (UK IMPORT)

Description: Further DetailsTitle: Bayesian Data AnalysisCondition: NewEAN: 9781439840955ISBN: 9781439840955Publisher: Chapman & Hall/CRCFormat: HardbackRelease Date: 11/01/2013Item Height: 254mmItem Length: 178mmItem Weight: 1324gAuthor: David B. Dunson, Aki Vehtari, Donald B. Rubin, John B. Carlin, Andrew Gelman, Hal S. SternLanguage: EnglishDescription: Winner of the 2016 De Groot Prize from the International Society for Bayesian Analysis Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors—all leaders in the statistics community—introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice. New to the Third Edition Four new chapters on nonparametric modelingCoverage of weakly informative priors and boundary-avoiding priorsUpdated discussion of cross-validation and predictive information criteriaImproved convergence monitoring and effective sample size calculations for iterative simulationPresentations of Hamiltonian Monte Carlo, variational Bayes, and expectation propagationNew and revised software code The book can be used in three different ways. For undergraduate students, it introduces Bayesian inference starting from first principles. For graduate students, the text presents effective current approaches to Bayesian modeling and computation in statistics and related fields. For researchers, it provides an assortment of Bayesian methods in applied statistics. Additional materials, including data sets used in the examples, solutions to selected exercises, and software instructions, are available on the book’s web page.Country/Region of Manufacture: USGenre: Science Nature & MathBook Series: Chapman & Hall/CRC Texts in Statistical ScienceRelease Year: 2013 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.

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David B. Dunson Aki Vehtari Donald B. Rub Bayesian Data A (Hardback) (UK IMPORT)

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Book Title: Bayesian Data Analysis

Title: Bayesian Data Analysis

EAN: 9781439840955

ISBN: 9781439840955

Release Date: 11/01/2013

Release Year: 2013

Country/Region of Manufacture: US

Genre: Science Nature & Math

Number of Pages: 675 Pages

Publication Name: Bayesian Data Analysis

Language: English

Publisher: CRC Press LLC

Publication Year: 2013

Item Height: 1.7 in

Subject: Probability & Statistics / General, Probability & Statistics / Bayesian Analysis

Type: Textbook

Item Weight: 48.9 Oz

Author: Donald B. Rubin, John B. Carlin, Hal S. Stern, David B. Dunson, Andrew Gelman

Subject Area: Mathematics

Item Length: 10.2 in

Item Width: 7.2 in

Series: Chapman and Hall/Crc Texts in Statistical Science Ser.

Format: Hardcover

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