"check.ANOVA.assumptions"

check.ANOVA.assumptions

alpha

<p>Check the normality assumption of the input dataset using the Kolmogorov-Smirnov Test and the homogeneity of variances assumption of the input dataset using the Levene's test.</p>

The Scott-Knott Effect Size Difference (ESD) test is a mean comparison approach that leverages a hierarchical clustering to partition the set of treatment means (e.g., means of variable importance scores, means of model performance) into statistically distinct groups with non-negligible difference [Tantithamthavorn et al., (2018) <doi:10.1109/TSE.2018.2794977>].

Chakkrit Tantithamthavorn

"check.ANOVA.assumptions": Check basic ANOVA assumptions

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