On Bayesian Data Analysis
Rousseau, Judith; Robert, Christian P. (2010), On Bayesian Data Analysis, in Böcker, Klaus, Rethinking Risk Measurement and Reporting, Risk Books : London
External document linkhttp://hal.archives-ouvertes.fr/hal-00450404/fr/
Book titleRethinking Risk Measurement and Reporting
Book authorBöcker, Klaus
Number of pages527
MetadataShow full item record
Abstract (EN)This introduction to Bayesian statistics presents the main concepts as well as the principal reasons advocated in favour of a Bayesian modelling. We cover the various approaches to prior determination as well as the basis asymptotic arguments in favour of using Bayes estimators. The testing aspects of Bayesian inference are also examined in details.
Subjects / KeywordsBayesian model choice; foundations; testing; non-informative prior; Bayesian nonparametrics; Bayes factor; Bayesian inference
Showing items related by title and author.