Experimental design
Citations
1,072 citations
730 citations
Cites methods from "Experimental design"
...More recently, a new experimental design was proposed [Batista et al. 2012; Prati et al. 2014] to overcome the difficulty in assessing the capability of recovering from the losses in performance caused by imbalance....
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721 citations
Cites background or result from "Experimental design"
...…studied here, with those classical handbooks which conclude that F-test is only robust if the departure from normality is moderate (Keppel, 1982; Montgomery, 1991), the populations have the same distributional shape (Kirk, 2013), and the sample sizes are large and equal (Winer et al., 1991)....
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...Based on most early studies, many classical handbooks on research methods in education and psychology draw the following conclusions: Moderate departures from normality are of little concern in the fi xed-effects analysis of variance (Montgomery, 1991); violations of normality do not constitute a serious problem, unless the violations are especially severe (Keppel, 1982); F-test is robust to moderate departures from normality when sample sizes are reasonably large and are equal (Winer, Brown, & Michels, 1991); and researchers do not need to be concerned about moderate departures from normality provided that the populations are homogeneous in form (Kirk, 2013)....
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...By contrast, however, our results do not concur, at least for the conditions studied here, with those classical handbooks which conclude that F-test is only robust if the departure from normality is moderate (Keppel, 1982; Montgomery, 1991), the populations have the same distributional shape (Kirk, 2013), and the sample sizes are large and equal (Winer et al....
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...…F-test is robust to moderate departures from normality when sample sizes are reasonably large and are equal (Winer, Brown, & Michels, 1991); and researchers do not need to be concerned about moderate departures from normality provided that the populations are homogeneous in form (Kirk, 2013)....
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689 citations
Cites background from "Experimental design"
...Effect size has often been defined relative to the value of the null hypothesis for a corresponding NHST (Berry & Mielke, 2002; Henson, 2006; Kirk, 1996, 2002)....
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347 citations
References
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