The Bayesian Choice

From Decision-Theoretic Foundations to Computational Implementation

Christian Robert (Autor)

Buch | Hardcover

606 Seiten

2001 | 2nd ed. 2001
Springer-Verlag New York Inc.
978-0-387-95231-4 (ISBN)

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This graduate-level textbook, now in paperback, presents an introduction to Bayesian statistics and decision theory. Its scope covers both the basic ideas of statistical theory and some modern and advanced topics of Bayesian statistics.

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.

Reihe/Serie	Springer Texts in Statistics
Zusatzinfo	XXIV, 606 p.
Verlagsort	New York, NY
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
ISBN-10	0-387-95231-4 / 0387952314
ISBN-13	978-0-387-95231-4 / 9780387952314
Zustand	Neuware