The Bayesian choice : from decision-theoretic foundations to computational implementation /

This edition introduces Bayesian statistics and decision theory and covers both the basic ideas of statistical theory, and also some of the more modern and advanced topics of Bayesian statistics.

Kaydedildi:
Detaylı Bibliyografya
Yazar: Robert, Christian P., 1961- (Yazar)
Materyal Türü: Kitap
Dil:English
French
Baskı/Yayın Bilgisi: New York : Springer, ©2007.
Edisyon:Second edition.
Seri Bilgileri:Springer texts in statistics.
Konular:
İçindekiler:
  • Decision-theoretic foundations
  • 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. Probability distributions
  • Usual Pseudo-random generators
  • Notations.