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Viser: The Bayesian Choice - From Decision-Theoretic Foundations to Computational Implementation
Detaljer Om Varen
- 2. Udgave
- Udgiver: Springer (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 of statistical inference. - 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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