Publication | Open Access
The Bayesian Choice: A Decision-Theoretic Motivation.
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1996
Year
Bayesian StatisticBayesian Decision TheoryBehavioral Decision MakingChoice TheoryStatistical FoundationBayesian ChoiceBayesian InferenceIntroduction.- Decision-theoretic FoundationsManagementBayesian ModelingBiostatisticsBayesian MethodsPublic HealthDecision TheoryStatisticsBayesian Hierarchical ModelingConfidence Regions.- AdmissibilityProbability TheoryBehavioral EconomicsBayesian StatisticsStatistical EvidenceStatistical InferenceDecision Science
Contents: Introduction.- Decision-Theoretic Foundations of Statistical Inference.- From Prior Information to Prior Distributions.- Bayesian Point Estimation.- Tests and Confidence Regions.- Admissibility and Complete Classes.- Invariance, Haar Measures, and Equivariant Estimators.- Hierarchical and Empirical Bayes Extensions.- Bayesian Calculations.- A Defense of the Bayesian Choice.