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文章基本信息

  • 标题:Estimation under a Finite Mixture of Exponentiated Exponential Components Model and Balanced Square Error Loss
  • 本地全文:下载
  • 作者:Essam K. AL-Hussaini ; Mohamed Hussein
  • 期刊名称:Open Journal of Statistics
  • 印刷版ISSN:2161-718X
  • 电子版ISSN:2161-7198
  • 出版年度:2012
  • 卷号:2
  • 期号:1
  • 页码:28-38
  • DOI:10.4236/ojs.2012.21004
  • 出版社:Scientific Research Publishing
  • 摘要:By exponentiating each of the components of a finite mixture of two exponential components model by a positive parameter, several shapes of hazard rate functions are obtained. Maximum likelihood and Bayes methods, based on square error loss function and objective prior, are used to obtain estimators based on balanced square error loss function for the parameters, survival and hazard rate functions of a mixture of two exponentiated exponential components model. Approximate interval estimators of the parameters of the model are obtained.
  • 关键词:Finite Mixtures; Exponentiated Exponential Distribution; Maximum Likelihood Estimation; Bayes Estimation; Square Error and Balanced Square Error Loss Functions; Objective Prior
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