The Bayesian Choice: A Decision-Theoretic Motivation. 论文

1996Journal of the American Statistical Association引用 272
Bayesian Methods and Mixture ModelsBayesian Modeling and Causal InferenceProbability and Statistical Research

摘要

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.