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Bayesian Data Analysis, Third Edition (Chapman & Hall/CRC Texts in Statistical Science) Book
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BookDepository
Bayesian Data Analysis : Hardback : Taylor & Francis Ltd : 9781439840955 : 1439840954 : 07 Nov 2013 : Winner of the 2016 De Groot Prize from the International Society for Bayesian Analysis Now in its third edition, this classic book continues to take an applied approach to analysis using up-to-date Bayesian methods. Along with new and revised software code, this edition includes four new chapters on nonparametric modeling, updates the discussion of cross-validation and predictive information criteria, and improves convergence monitoring and effective sample size calculations for iterative simulation. It also covers weakly informative priors, boundary-avoiding priors, Hamiltonian Monte Carlo, variational Bayes, and expectation propagation. Data sets and other materials are available online.
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Blackwell
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...
- 1439840954
- 9781439840955
- Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, Donald B. Rubin
- 5 November 2013
- Chapman and Hall/CRC
- Hardcover (Book)
- 675
- 3
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