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  • 标题:A New Generalized Weibull-Exponential Frailty Model
  • 本地全文:下载
  • 作者:Ashok Shanubhogue ; Ankit R. Sinojiya
  • 期刊名称:Open Journal of Statistics
  • 印刷版ISSN:2161-718X
  • 电子版ISSN:2161-7198
  • 出版年度:2017
  • 卷号:07
  • 期号:01
  • 页码:84-91
  • DOI:10.4236/ojs.2017.71007
  • 语种:English
  • 出版社:Scientific Research Publishing
  • 摘要:We have proposed a new generalized Weibull-exponential frailty model which is a general case of classical frailty model suggested by [1] and [2]. In classical frailty model, modeling of hazard rate is considered whereas, in this paper, direct modeling of conditional survival function given the frailty is considered. Simulation study is carried out using E-M algorithm using MATLAB programme. Further we implemented the suggested model on a real life data. As an illustration, we have fitted the model to the data given in [3] which examines the strength of isolated carbon fiber under tensile aload.
  • 关键词:Frailty;Proportional Hazard;E-M Algorithm;Likelihood Ratio Test;Goodness of Fit of the Model
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