The Scott-Knott Effect Size Difference (ESD) Test
Check basic ANOVA assumptions
Convert data from long format to wide format
Normalize non-normal distributions using the Box-Cox Power Transformat...
Print sk_esd objects
The Scott-Knott Effect Size Difference (ESD) Test
A function to check the magnitude of the difference for all pairs of t...
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>].
Useful links