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Bayesian computation with R / Jim Albert.
- Format:
- Book
- Author/Creator:
- Albert, Jim, 1953-
- Series:
- Use R!
- Language:
- English
- Subjects (All):
- Bayesian statistical decision theory--Data processing.
- Bayesian statistical decision theory.
- R (Computer program language).
- Physical Description:
- xii, 298 pages : illustrations ; 24 cm.
- Edition:
- Second edition.
- Place of Publication:
- New York : Springer, [2009]
- Summary:
- DSU Title III 2007-2012.
- Contents:
- 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.
- Notes:
- Includes bibliographical references (pages [287]-291) and index.
- ISBN:
- 0387922970
- 9780387922973
- 9780387922980
- 0387922989
- OCLC:
- 297148506
- Publisher Number:
- 99954703864
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