期刊名称:Pakistan Journal of Statistics and Operation Research
印刷版ISSN:2220-5810
出版年度:2015
卷号:11
期号:3
页码:317-329
DOI:10.18187/pjsor.v11i3.779
语种:English
出版社:College of Statistical and Actuarial Sciences
摘要:One of the main differences between classical statistics and Bayesian statistics is that the latter can utilise prior information in a formal way. This information can be quantified in terms of a probability distribution which is known as the prior distribution. If there is no relevant prior information available then there are ways to derive a 'non-informative' prior distribution. In this study, the informative and non-informative prior distributions for the parameters of the Bradley-Terry model for paired comparison data are compared.
关键词:prior distribution, non-informative prior, paired comparison method, the Bradley-Terry model, prior predictive distribution