Bayesian Data Analysis
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Engelsk
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 Bay...
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Forlagsbeskrivelse af Bayesian Data Analysis af Aki Vehtari
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 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.
Detaljer
Forlag
Chapman & Hall/CRC
ISBN
9781439840955
Sprog
Engelsk
Sider
675
Udgivelsesdato
01-11-2013
Format
Hardback
Varenr.
2235087
EAN nr.
9781439840955
Varegruppe
Engelsk non fiction div.
Højde/Dybde (mm)
178
Bredde (mm)
260
Længde (mm)
37
Vægt (g)
1452