The Bayesian Choice: A Decision-Theoretic Motivation - Couverture rigide

Livre 27 sur 103: Springer Texts in Statistics

Robert, Christian P.

 
9783540942962: The Bayesian Choice: A Decision-Theoretic Motivation

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Synopsis

This graduate-level textbook presents an introduction to Bayesian statistics and decision theory. Its scope covers both the basic ideas of statistical theory, but also some of the more modern and advanced topics of Bayesian statistics such as complete class theorems, Stein effects, hierarchical and empirical modelling, and Gibbs sampling. It is the translation of a successful French text. In the translation to the English edition, the author has taken the opportunity to add and update material, and to include many problems and exercises for students.

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