Bayesian Data Analysis

Andrew Gelman

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Idioma: inglés

Editorial: CRC Press LLC, 2013

1439840954 / 9781439840955

Serie: Libro 29 de 126 - Chapman & Hall/CRC Texts in Statistical Science

Librería: World of Books Inc, Montgomery, IL, Estados Unidos de AmericaWorld of Books Inc

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Descripción del artículo del vendedor

Winner of the 2016 De Groot Prize from the International Society for Bayesian AnalysisNow 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 codeThe 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.…

N° de ref. del artículo CIN1439840954A

Título
Bayesian Data Analysis
Autor
Andrew Gelman
Editorial
CRC Press LLC
Año de publicación
2013
Estado
Fair
Encuadernación
Hardback
Idioma
inglés
ISBN 10
1439840954
ISBN 13
9781439840955
Edición
3ª Edición
Serie
Libro 29 de 126: Chapman & Hall/CRC Texts in Statistical Science

World of Books Inc

Montgomery, IL, Estados Unidos de America

Vendedor de 4 estrellas

Vendedor de IberLibro desde 23 de marzo de 2026

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