ScottKnottESD: The Scott-Knott Effect Size Difference (ESD) Test

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>].

Version: 2.0.3
Depends: reshape2, effsize, stats, car
Imports: forecast
Published: 2018-05-08
DOI: 10.32614/CRAN.package.ScottKnottESD
Author: Chakkrit Tantithamthavorn
Maintainer: Chakkrit Tantithamthavorn <kla at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
Copyright: see file COPYRIGHTS
NeedsCompilation: no
Materials: README
CRAN checks: ScottKnottESD results


Reference manual: ScottKnottESD.pdf


Package source: ScottKnottESD_2.0.3.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): ScottKnottESD_2.0.3.tgz, r-oldrel (arm64): ScottKnottESD_2.0.3.tgz, r-release (x86_64): ScottKnottESD_2.0.3.tgz, r-oldrel (x86_64): ScottKnottESD_2.0.3.tgz
Old sources: ScottKnottESD archive


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