Ebook: The Bayesian Choice: A Decision-Theoretic Motivation

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Content:
Front Matter....Pages i-xiv
Introduction....Pages 1-37
Decision-Theoretic Foundations of Statistical Inference....Pages 39-88
From Prior Information to Prior Distributions....Pages 89-135
Bayesian Point Estimation....Pages 137-177
Tests and Confidence Regions....Pages 179-227
Admissibility and Complete Classes....Pages 229-262
Invariance, Haar Measures, and Equivariant Estimators....Pages 263-290
Hierarchical and Empirical Bayes Extensions....Pages 291-328
Bayesian Calculations....Pages 329-368
A Defense of the Bayesian Choice....Pages 369-380
Back Matter....Pages 381-437

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Content:
Front Matter....Pages i-xiv
Introduction....Pages 1-37
Decision-Theoretic Foundations of Statistical Inference....Pages 39-88
From Prior Information to Prior Distributions....Pages 89-135
Bayesian Point Estimation....Pages 137-177
Tests and Confidence Regions....Pages 179-227
Admissibility and Complete Classes....Pages 229-262
Invariance, Haar Measures, and Equivariant Estimators....Pages 263-290
Hierarchical and Empirical Bayes Extensions....Pages 291-328
Bayesian Calculations....Pages 329-368
A Defense of the Bayesian Choice....Pages 369-380
Back Matter....Pages 381-437
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