Package: RMSD 0.1.0

RMSD: Refined Modified Stahel-Donoho Estimators for Outlier Detection

A function for multivariate outlier detection named Modified Stahel-Donoho (MSD) estimators is contained. The function is for elliptically distributed datasets and recognizes outliers based on Mahalanobis distance. The function is called the single core version in Wada & Tsubaki (2013) <doi:10.1109/CLOUDCOM-ASIA.2013.86> and evaluated with other methods in Wada, Kawano & Tsubaki (2020) <doi:10.17713/ajs.v49i2.872>.

Authors:Kazumi Wada [aut, cre]

RMSD_0.1.0.tar.gz
RMSD_0.1.0.zip(r-4.5)RMSD_0.1.0.zip(r-4.4)RMSD_0.1.0.zip(r-4.3)
RMSD_0.1.0.tgz(r-4.4-any)RMSD_0.1.0.tgz(r-4.3-any)
RMSD_0.1.0.tar.gz(r-4.5-noble)RMSD_0.1.0.tar.gz(r-4.4-noble)
RMSD_0.1.0.tgz(r-4.4-emscripten)RMSD_0.1.0.tgz(r-4.3-emscripten)
RMSD.pdf |RMSD.html✨
RMSD/json (API)

Peer review:

Bug tracker:https://github.com/kazwd2008/rmsd/issues

On CRAN:

1 exports 0.83 score 0 dependencies 1 scripts 134 downloads

Last updated 9 months agofrom:8ab5b84413. Checks:OK: 7. Indexed: yes.

Exports:RMSD

Dependencies: