期刊名称:Journal of Reliability and Statistical Studies
印刷版ISSN:0974-8024
电子版ISSN:2229-5666
出版年度:2012
卷号:5
期号:2
页码:45-58
出版社:Ankur Printing Palace
摘要:This study provides Bayesian analysis of the power model using two informative (gamma and Rayleigh) priors and two non-informative (Jeffreys and uniform) priors. The prior predictive distribution is used to elicit the values of the hyperparameters of the prior distribution. The priors are compared using Bayes point and interval estimates, posterior variances, coefficients of skewness and coefficients of kurtosis. Bayes factors and Bayes posterior risks are also used for the comparison of informative and non-informative priors