Quick Multiple Test Procedures and p-Value Adjustments

被引：4
|
作者：
Gou, Jiangtao [1 ]
机构：
[1] Villanova Univ, Dept Math & Stat, Villanova, PA 19085 USA
来源：
STATISTICS IN BIOPHARMACEUTICAL RESEARCH | 2022年 / 14卷 / 04期
关键词：
Closure principle; Partition testing principle; Power; Stepwise multiple test procedure; Time complexity; IMPROVED BONFERRONI PROCEDURE; HOCHBERG;
D O I：
10.1080/19466315.2021.1927825
中图分类号：
Q [生物科学];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
We develop a family of logarithmic time stepwise multiple test procedures, called the Quick procedures. Comparing with existing linear time and quadratic time procedures, the Quick procedure not only greatly simplifies and speeds up the decision process but also significantly enhances the statistical power. An R package elitism to implement the newly proposed logarithmic time and linear time procedures is made available on CRAN.
引用
收藏
页码：636 / 650
页数：15
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