Bradley P. Carlin (University of Minnesota, Minneapolis, USA), Thomas A. Louis (B Johns Hopkins Bloomberg School of Public Health

Bayesian Methods for Data Analysis

• Gebundenes Buch

Produktbeschreibung

Presents an introduction to the foundations and applications of Bayesian analysis. This book focuses on hierarchical Bayesian modeling as implemented through Markov chain Monte Carlo (MCMC) methods and related data analytic techniques.

Produktdetails

• Chapman & Hall/CRC Texts in Statistical Science
• Verlag: Taylor & Francis Inc
• 3 ed
• Seitenzahl: 552
• Erscheinungstermin: 30. Juni 2008
• Englisch
• Abmessung: 245mm x 164mm x 40mm
• Gewicht: 928g
• ISBN-13: 9781584886976
• ISBN-10: 1584886978
• Artikelnr.: 24827408

Autorenporträt

Bradley P. Carlin, Thomas A. Louis

Inhaltsangabe

Approaches for Statistical Inference. The Bayes Approach. Bayesian
Computation. Model Criticism and Selection. The Empirical Bayes Approach.
Bayesian Design. Special Methods and Models. Case Studies. Appendices.
References. Indices.