文章基本信息

标题：JMASM 51: Bayesian Reliability Analysis of Binomial Model – Application to Success/Failure Data
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作者：Akhtar, M. Tanwir ; Khan, Athar Ali
期刊名称：Journal of Modern Applied Statistical Methods
出版年度：2018
卷号：17
期号：2
页码：13
出版社：Wayne State University
摘要：Reliability data are generated in the form of success/failure. An attempt was made to model such type of data using binomial distribution in the Bayesian paradigm. For fitting the Bayesian model both analytic and simulation techniques are used. Laplace approximation was implemented for approximating posterior densities of the model parameters. Parallel simulation tools were implemented with an extensive use of R and JAGS. R and JAGS code are developed and provided. Real data sets are used for the purpose of illustration.
关键词：Bayesian analysis; binomial model; Laplace approximation; simulation; posterior; R