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Viser: The Bayesian Choice - From Decision-Theoretic Foundations to Computational Implementation
Detaljer Om Varen
- 2. Udgave
- Udgiver: Springer London, Limited (August 2007)
- ISBN: 9780387715988
This is an introduction to Bayesian statistics and decision theory, including advanced topics such as Monte Carlo methods. This new edition contains several revised chapters and a new chapter on model choice.
Decision-Theoretic Foundations. - From Prior Information to Prior Distributions. - Bayesian Point Estimation. - Tests and Confidence Regions. - Bayesian Calculations. - Model Choice. - Admissibility and Complete Classes. - Invariance, Haar Measures, and Equivariant Estimators. - Hierarchical and Empirical Bayes Extensions. - A Defense of the Bayesian Choice.
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