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>].
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
2.0.3 |
rolling linux/jammy R-4.5 | ScottKnottESD_2.0.3.tar.gz |
308.0 KiB |
2.0.3 |
rolling linux/noble R-4.5 | ScottKnottESD_2.0.3.tar.gz |
308.0 KiB |
2.0.3 |
rolling source/ R- | ScottKnottESD_2.0.3.tar.gz |
274.9 KiB |
2.0.3 |
latest linux/jammy R-4.5 | ScottKnottESD_2.0.3.tar.gz |
308.0 KiB |
2.0.3 |
latest linux/noble R-4.5 | ScottKnottESD_2.0.3.tar.gz |
308.0 KiB |
2.0.3 |
latest source/ R- | ScottKnottESD_2.0.3.tar.gz |
274.9 KiB |
2.0.3 |
2026-04-26 source/ R- | ScottKnottESD_2.0.3.tar.gz |
274.9 KiB |
2.0.3 |
2026-04-23 source/ R- | ScottKnottESD_2.0.3.tar.gz |
274.9 KiB |
2.0.3 |
2026-04-09 windows/windows R-4.5 | ScottKnottESD_2.0.3.zip |
312.0 KiB |
2.0.3 |
2025-04-20 source/ R- | ScottKnottESD_2.0.3.tar.gz |
274.9 KiB |