On Bayesian Data Analysis
Year: 2010
Type: preprint
Abstract: 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.
Source: arXiv (Cornell University)
Authors: Judith Rousseau, Christian P. Robert
Institution: Centre de Recherche en Mathématiques de la Décision
Language: English
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W2949256404