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ScottKnottESD

The Scott-Knott Effect Size Difference (ESD) Test. An enhancement of the Scott-Knott test (which cluster distributions into statistically distinct ranks) that takes effect size into consideration.

Install

with devtools:

devtools::install_github('klainfo/ScottKnottESD')

Usage

library(ScottKnottESD)
sk <- SK.ESD(example)
sk$original  # Original Groups
sk$groups    # Corrected Groups with effect size wise
sk$reverse   # Reversed Groups

Reference

@misc{ScottKnottESD,
title = {{ScottKnottESD: The Scott-Knott Effect Size Difference (ESD) test}},
author = {Chakkrit Tantithamthavorn},
year = {2015},
howpublished = {\url{http://github.com/klainfo/ScottKnottESD}}
}

@article{tantithamthavorn2016mvt,
  title={{An Empirical Comparison of Model Validation Techniques for Defect Prediction Model}},
  author={Tantithamthavorn, Chakkrit and McIntosh, Shane and Hassan, Ahmed E and Matsumoto, Kenichi},
  journal={IEEE Transactions on Software Engineering},
  year={2016}
}