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Questionable Claims for Simple Versions of the Bootstrap

机译:有关Bootstrap简单版本的可疑声明

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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.
机译:近年来,人们越来越有兴趣将重采样方法纳入入门级统计课程和高中数学课程。虽然对来自实验的数据使用置换测试是一个进步,但使用简单的自举方法进行采样情况却更具问题。本文通过反例证明,针对这些简单方法所作的许多主张都是错误的。只有充分研究了它们的真实属性,并且向学生解释了它们的许多局限性之后,才可以证明对初学者使用它们是合理的。可在线获得本文的补充材料。

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