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文章基本信息

  • 标题:Another Look at Resampling: Replenishing Small Samples with Virtual Data through S-SMART
  • 本地全文:下载
  • 作者:Bai, Haiyan ; Pan, Wei ; Wang, Leigh Lihshing
  • 期刊名称:Journal of Modern Applied Statistical Methods
  • 出版年度:2010
  • 卷号:9
  • 期号:1
  • 页码:18
  • 出版社:Wayne State University
  • 摘要:A new resampling method is introduced to generate virtual data through a smoothing technique for replenishing small samples. The replenished analyzable sample retains the statistical properties of the original small sample, has small standard errors and possesses adequate statistical power.
  • 关键词:Small sample; resampling; smoothing; bootstrap
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