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Bayesian Data Analysis - Hal S. Stern,John B. Carlin,Andrew Gelman

English
2013-11-01
€189.23 €236.54

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Winner of the 2016 De Groot Prize from the International Society for Bayesian AnalysisNow 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 im ... Full description

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Description

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.

More Information

Author Hal S. Stern, John B. Carlin, Andrew Gelman
Publisher Taylor & Francis Inc
Release year 2013
Cover type Hardcover
EAN 9781439840955
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€189.23 €236.54