首页    期刊浏览 2024年12月01日 星期日
登录注册

文章基本信息

  • 标题:Questionable Claims for Simple Versions of the Bootstrap
  • 本地全文:下载
  • 作者:Robert W. Hayden
  • 期刊名称:Journal of Statistics Education
  • 电子版ISSN:1069-1898
  • 出版年度:2019
  • 卷号:27
  • 期号:3
  • 页码:208-215
  • DOI:10.1080/10691898.2019.1669507
  • 出版社:American Statistical Association
  • 摘要:Recent years have seen increasing interest in incorporating resampling methods into introductory statistics courses and the high school mathematics curriculum. While the use of permutation tests for data from experiments is a step forward, the use of simple bootstrap methods for sampling situations is more problematical. This article demonstrates via counterexamples that many of the claims made for these simple methods are simply wrong. Their use with beginners can only be justified after their true properties have been fully researched, and their many limitations explained to students. Supplementary materials for this article are available online.
  • 关键词:Bootstrap ; Common Core ; Confidence interval ; Resampling ; Robust ; Simulation
国家哲学社会科学文献中心版权所有