2020
DOI: 10.1590/1413-7054202044008020
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Alternative to Tukey test

Abstract: In order to search for an ideal test for multiple comparison procedures, this study aimed to develop two tests, similar to the Tukey and SNK tests, based on the distribution of the externally studentized amplitude. The test names are Tukey Midrange (TM) and SNK Midrange (SNKM). The tests were evaluated based on the experimentwise error rate and power, using Monte Carlo simulation. The results showed that the TM test could be an alternative to the Tukey test, since it presented superior performances in some sim… Show more

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Cited by 2 publications
(3 citation statements)
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References 9 publications
(16 reference statements)
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“…It can detect smaller differences with greater accuracy compared to Tukey's test, which requires a larger sample size to establish statistical significance [25]. Besides, DMRT did not conduct pairwise comparisons for all groups, therefore reducing the number of comparisons that might lead to increased Type I error rates [26].…”
Section: Discussionmentioning
confidence: 99%
“…It can detect smaller differences with greater accuracy compared to Tukey's test, which requires a larger sample size to establish statistical significance [25]. Besides, DMRT did not conduct pairwise comparisons for all groups, therefore reducing the number of comparisons that might lead to increased Type I error rates [26].…”
Section: Discussionmentioning
confidence: 99%
“…Tukey's HSD (highest significant difference) post‐hoc tests explored the plot differences using the HSD.test function in the agricolae package (de Mendiburu, 2012) in R (R Core Development Team, 2010). Although the plots are non‐independent, the variances are relatively equal, and Tukey's is acceptably robust (Batista & Ferreira, 2020; Rogan et al, 1977).…”
Section: Methodsmentioning
confidence: 99%
“…Although the plots are non-independent, the variances are relatively equal, and Tukey's is acceptably robust (Batista & Ferreira, 2020;Rogan et al, 1977).…”
Section: Materials S and Me Thodsmentioning
confidence: 99%