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RECORD NUMBER: 13 OF 64Main Title | Bayesian computation with R / | |||||||||||
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Author | Albert, Jim, | |||||||||||
Publisher | Springer, | |||||||||||
Year Published | 2009 | |||||||||||
OCLC Number | 297148506 | |||||||||||
ISBN | 9780387922973; 0387922970; 9780387922980; 0387922989 | |||||||||||
Subjects | Bayesian statistical decision theory--Data processing ; R (Computer program language) ; statistical methods ; computer software ; Bayes-Inferenz--(DE-588)4648118-7 ; R--(DE-588)4705956-4 ; Statistikprogram | |||||||||||
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Edition | 2nd ed. | |||||||||||
Collation | xii, 298 pages : illustrations ; 24 cm. | |||||||||||
Notes | Includes bibliographical references (pages 287-291) and index. |
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Contents Notes | An introduction to R -- Introduction to Bayesian thinking -- Single-parameter models -- Multiparameter models -- Introduction to Bayesian computation -- Markov chain Monte Carlo methods -- Hierarchical modeling -- Model comparison -- Regression models -- Gibbs sampling -- Using R to interface with WinBUGS. DSU Title III 2007-2012. |