A Simple Sequentially Rejective Multiple Test Procedure
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.read more
Citations
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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
On closed testing procedures with special reference to ordered analysis of variance
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.
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