IMPROVED BONFERRONI-TYPE MULTIPLE TESTING PROCEDURES

IMPROVED BONFERRONI-TYPE MULTIPLE TESTING PROCEDURES
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DOI:
10.1037/0033-2909.104.1.145
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发表时间:
1988-07-01
影响因子:
22.4
通讯作者:
COPENHAVER, MD
COPENHAVER, MD
中科院分区:
心理学1区
文献类型:
--
作者:
HOLLAND, BS;COPENHAVER, MD

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Bonferroni多重比较程序通常用于在其他方法不适用的相对非标准情况下同时进行几个显著性检验。我们回顾了Bonferroni过程的一些新的和改进的竞争对手,尽管将广义I型错误概率限制为最大α,但在实现中提供了更高的功率以换取更高的复杂性。对加权形式的Bonferroni过程也提出了改进。用新方法对几组数据进行了再分析。
The Bonferroni multiple comparisons procedure is customarily used when doing several simultaneous tests of significance in relatively nonstandard situations in which other methods do not apply. We review some new and improved competitors to the Bonferroni procedure, that although constraining generalized Type I error probability to be at most α, afford increased power in exchange for increased complexity in implementation. An improvement to the weighted form of the Bonferroni procedure is also presented. Several data sets are reanalyzed with the new methods.