klainfo/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>].

Getting started

Package details

AuthorChakkrit Tantithamthavorn
MaintainerChakkrit Tantithamthavorn <[email protected]>
LicenseGPL (>= 2)
Version2.0.3
URL https://github.com/klainfo/ScottKnottESD
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("klainfo/ScottKnottESD")
klainfo/ScottKnottESD documentation built on May 8, 2018, 8:46 p.m.