Bayesian Data Analysis
Andrew (Department of Statistics Columbia University New York USA) Gelman, John B. (The Royal Children's Hospital Parkville Victoria Australia) Carlin, Hal S. (University of California Stern
Innbundet
Engelsk
Chapman & Hall/CRC Texts in Statistical Science
- Forfattere: Andrew (Department of Statistics Columbia University New York USA) Gelman , John B. (The Royal Children's Hospital Parkville Victoria Australia) Carlin , Hal S. (University of California Stern
- Format: Innbundet
- Antall sider: 675
- Språk: Engelsk
- Forlag/Utgiver: SD Books
- Serienavn: Chapman & Hall/CRC Texts in Statistical Science
- EAN: 9781439840955
- Utgivelsesår: 2013
- Bidragsyter: Gelman, Andrew (Department of Statistics, Columbia University, New York, USA); Carlin, John B. (The Royal Children's Hospital, Parkville, Victoria, Australia); Stern, Hal S. (University of California,
1 069,-
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 modeling
- Coverage of weakly informative priors and boundary-avoiding priors
- Updated discussion of cross-validation and predictive information criteri
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