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An Alternative Approach for Multiple Comparison Problems When There Are a Large Number of Groups: Anom Technique.

Author(s)
M. Mende Çanakkale Onsekiz Mart University, Faculty of Agriculture, Department of Animal Science, Biometry and Genetics Units, Çanakkale, Turkey
S. Yiğit Çanakkale Onsekiz Mart University, Faculty of Agriculture, Department of AnimalScience, Biometry and Genetics Units, Çanakkale,Turkey
Abstract
Analysis of Means (ANOM) is a powerful tool for comparing means, variances, proportions and other location and scale measures. This procedure can also be used efficiently as a multiple comparison test especially when there are a large number of groups. A simulation study has been carried out to investigate the performance of ANOM as a multiple comparison approach. Total accuracy value was found at least 60.00% regardless of experimental conditions. ANOM and Tukey procedures have also been compared on a real data set where there are 80 different wheat varieties. It is concluded that the ANOM has a great advantage over Tukey test in terms of determining superior and worse varieties especially when there are more than 10 treatment groups.
Publication Details
Page(s) 1074-1079
DOI DOI not available
Published Journal: Journal of Animal and Plant sciences, Volume: 28, Issue: 4, Year: 2018

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