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  • 标题:Parameter estimation for the log-logistic distribution based on order statistics
  • 本地全文:下载
  • 作者:Mohammad Ahsanullah ; Ayman Alzaatreh.
  • 期刊名称:RevStat : Statistical Journal
  • 印刷版ISSN:1645-6726
  • 出版年度:2018
  • 卷号:16
  • 期号:4
  • 页码:429-443
  • 出版社:Instituto Nacional de Estatística
  • 摘要:In this paper, we discuss the moments and product moments of the order statistics in a sample of size n drawn from the log-logistic distribution. We provide more compact forms for the mean, variance and covariance of order statistics. Parameter estimation for the log-logistic distribution based on order statistics is studied. In particular, best linear unbiased estimators (BLUEs) for the location and scale parameters for the log-logistic distribution with known shape parameter are studied. Hill estimator is proposed for estimating the shape parameter.
  • 关键词:log;logistic distribution; moments; order statistics; best linear unbiased estimators;
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