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文章基本信息

  • 标题:Robust Confidence Intervals for the Population Mean Alternatives to the Student- t Confidence Interval
  • 本地全文:下载
  • 作者:Abu-Shawiesh, Moustafa Omar Ahmed ; Saghir, Aamir
  • 期刊名称:Journal of Modern Applied Statistical Methods
  • 出版年度:2019
  • 卷号:18
  • 期号:1
  • 页码:15-35
  • DOI:10.22237/jmasm/1556669160
  • 出版社:Wayne State University
  • 摘要:In this paper, three robust confidence intervals are proposed as alternatives to the Student‑t confidence interval. The performance of these intervals was compared through a simulation study shows that Qn-t confidence interval performs the best and it is as good as Student’s‑t confidence interval. Real-life data was used for illustration and performing a comparison that support the findings obtained from the simulation study.
  • 关键词:Confidence interval; robust; absolute deviation; median; coverage probability; average width; skewness; kurtosis
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