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  • 标题:Bayesian Survival Analysis of Topp-Leone Generalized Family with Stan
  • 本地全文:下载
  • 作者:Mohammed H. AbuJarad ; Mohammed H. AbuJarad ; Athar Ali Khan
  • 期刊名称:International Journal of Statistics and Applications
  • 印刷版ISSN:2168-5193
  • 电子版ISSN:2168-5215
  • 出版年度:2018
  • 卷号:8
  • 期号:5
  • 页码:274-290
  • DOI:10.5923/j.statistics.20180805.06
  • 语种:English
  • 出版社:Scientific & Academic Publishing Co.
  • 摘要:In this article, the discussion has been carried out on the generalization of three distribution by means of exponential, exponentiated exponential and exponentiated extension. We set up three and four parameters life model called the Topp-Leone exponential distribution, Topp-Leone exponentiated exponential distribution and Topp-Leone exponentiated extension distribution. We give extensive consequence of the, survival function and hazard rate function. To fit this model as survival model and hazard rate function we adopted to use Bayesian approach. A real survival data set is used to illustrate. application is done by R and Stan and suitable illustrations are prepared. R and Stan codes have been given to actualize censoring mechanism via optimization and also simulation tools.
  • 关键词:Topp-Leone exponential; Topp-Leone exponentiated exponential; Topp-Leone exponentiated extension; Posterior; Simulation; RStan; Bayesian Inference; R; HMC
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