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Open AccessJournal ArticleDOI

A Simple Sequentially Rejective Multiple Test Procedure

Sture Holm
- 01 Jan 1979 - 
- Vol. 6, pp 65-70
TLDR
In this paper, a simple and widely accepted multiple test procedure of the sequentially rejective type is presented, i.e. hypotheses are rejected one at a time until no further rejections can be done.
Abstract
This paper presents a simple and widely ap- plicable multiple test procedure of the sequentially rejective type, i.e. hypotheses are rejected one at a tine until no further rejections can be done. It is shown that the test has a prescribed level of significance protection against error of the first kind for any combination of true hypotheses. The power properties of the test and a number of possible applications are also discussed.

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Citations
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Journal ArticleDOI

agriGO: a GO analysis toolkit for the agricultural community

TL;DR: AgriGO as discussed by the authors is an integrated web-based GO analysis toolkit for the agricultural community, using the advantages of EasyGO, to meet analysis demands from new technologies and research objectives.
Journal ArticleDOI

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

TL;DR: A taxonomy for ensemble-based methods to address the class imbalance where each proposal can be categorized depending on the inner ensemble methodology in which it is based is proposed and a thorough empirical comparison is developed by the consideration of the most significant published approaches to show whether any of them makes a difference.
Journal ArticleDOI

Adjusting for multiple testing--when and how?

TL;DR: The existing multiple test procedures are summarized for the most important multiplicity situations and it is emphasized that adjustments for multiple testing are required in confirmatory studies whenever results from multiple tests have to be combined in one final conclusion and decision.
Journal ArticleDOI

An improved Bonferroni procedure for multiple tests of significance

TL;DR: In this article, a modification of the Bonferroni procedure for testing multiple hypotheses is presented, based on the ordered p-values of the individual tests, which is less conservative than the classical BFP but is still simple to apply.
References
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Journal ArticleDOI

A Multiple Comparison Procedure for Comparing Several Treatments with a Control

TL;DR: In this article, a multiple comparison procedure for comparing several treatments with a control is presented, which is based on the Multiple Comparison Procedure for Comparing Several Treatments with a Control (MCPC).
Book

Simultaneous Statistical Inference

TL;DR: In this article, the authors presented a case of two means regression method for the family error rate, which was used to estimate the probability of a family having a nonzero family error.
Journal ArticleDOI

Simultaneous test procedures-some theory of multiple comparisons'

TL;DR: The Simultaneous Test Procedure (STP) as discussed by the authors is a generalization of the notion of multiple comparisons for means, which was originally proposed by Aitchison and Roy.