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  • 标题:Analysis of the difference between some estimators of the two-parameter Weibull distribution
  • 本地全文:下载
  • 作者:Mario Cacciari ; Giovanni Mazzanti ; Gian Carlo Montanari
  • 期刊名称:Statistica
  • 印刷版ISSN:1973-2201
  • 出版年度:2005
  • 卷号:65
  • 期号:3
  • 页码:257-270
  • DOI:10.6092/issn.1973-2201/90
  • 语种:English
  • 出版社:Dep. of Statistical Sciences "Paolo Fortunati", Università di Bologna
  • 摘要:The goal of the statistical survey is to study a procedure for the calculation of the two parameters of the Weibull distribution, which is both accurate and robust. This proposed method is based on a “non-parametric” methodology that employs an extension of jackknife procedure applied to Jacquelin method. The robustness and accuracy of the proposed methodology are compared with the other techniques used in the literature such as Theil and Jacquelin procedure, LSR as well as MLE. It is also shown that this method provides accurate estimates, particularly for samples of data presenting outliers.
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