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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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