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Title: Calculation of critical values for Dunnett and Tamhane's step-up multiple test procedure
Authors: Kwong, K.S. 
Liu, W.
Keywords: Familywise error rate
Multiple comparisons with a control
Multivariate t distribution
Issue Date: 1-Oct-2000
Source: Kwong, K.S.,Liu, W. (2000-10-01). Calculation of critical values for Dunnett and Tamhane's step-up multiple test procedure. Statistics and Probability Letters 49 (4) : 411-416. ScholarBank@NUS Repository.
Abstract: Dunnett and Tamhane (1992, J. Amer. Statist. Assoc. 87, 162-170; 1993, Statist. Probab. Lett. 16 (1), 55-58; 1995, Biometrics 51, 217-227) proposed a step-up testing procedure for comparing k treatments with a control and showed that it is often more powerful than its competitors, the single-step (Dunnett, 1955, J. Amer. Statist. Assoc. 50, 1096-1121) and the step-down (Miller, 1966, Simultaneous Statistical Inference, McGraw-Hill, New York; Dunnett and Tamhane, 1991, Statist Med. 10 (6), 939-947) procedures. However, the applications of the step-up procedure may be hindered by the lengthy time for computing the required critical values, especially when the design of experiment is unbalanced or the value of k is large. In this paper we propose some more efficient approaches to the computation of the critical values to make the step-up test more applicable. © 2000 Elsevier Science B.V.
Source Title: Statistics and Probability Letters
ISSN: 01677152
Appears in Collections:Staff Publications

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