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ScottKnottESD  

The Scott-Knott Effect Size Difference (ESD) Test
View on CRAN: Click here


Download and install ScottKnottESD package within the R console
Install from CRAN:
install.packages("ScottKnottESD")

Install from Github:
library("remotes")
install_github("cran/ScottKnottESD")

Install by package version:
library("remotes")
install_version("ScottKnottESD", "2.0.3")



Attach the package and use:
library("ScottKnottESD")
Maintained by
Chakkrit Tantithamthavorn
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-08-10
Latest Update: 2018-05-08
Description:
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) ].
How to cite:
Chakkrit Tantithamthavorn (2016). ScottKnottESD: The Scott-Knott Effect Size Difference (ESD) Test. R package version 2.0.3, https://cran.r-project.org/web/packages/ScottKnottESD. Accessed 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 08:25), 1.1 (2016-08-10 02:31), 1.2.2 (2017-05-07 15:32), 2.0.2 (2017-07-08 23:18)
Other packages that cited ScottKnottESD R package
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Other R packages that ScottKnottESD depends, imports, suggests or enhances
Complete documentation for ScottKnottESD
Functions, R codes and Examples using the ScottKnottESD R package
Some associated functions: ScottKnottESD-package . check.ANOVA.assumptions . example . long2wide . maven . normalize . print . sk_esd . 
Some associated R codes: SK.ESD.R . check.ANOVA.assumptions.R . checkDifference.R . example.R . long2wide.R . m.inf.1a.R . maven.R . normalize.R . partition.R . plot.sk_esd.R . print.sk_esd.R . scottknott.R . sk_esd.R . summary.SK.R .  Full ScottKnottESD package functions and examples
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