Package: RMSD 0.1.1

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_0.1.1.tar.gz
RMSD_0.1.1.zip(r-4.7)RMSD_0.1.1.zip(r-4.6)RMSD_0.1.1.zip(r-4.5)
RMSD_0.1.1.tgz(r-4.6-any)RMSD_0.1.1.tgz(r-4.5-any)
RMSD_0.1.1.tar.gz(r-4.7-any)RMSD_0.1.1.tar.gz(r-4.6-any)
RMSD_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
RMSD/json (API)

# Install 'RMSD' in R:

install.packages('RMSD', repos = c('https://kazwd2008.r-universe.dev', 'https://cloud.r-project.org'))

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

On CRAN:

2.70 score 1 scripts 190 downloads 1 exports 0 dependencies

Last updated from:a848c1ab31. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	102
source / vignettes	OK	138
linux-release-x86_64	OK	101
macos-release-arm64	OK	164
macos-oldrel-arm64	OK	131
windows-devel	OK	64
windows-release	OK	72
windows-oldrel	OK	59
wasm-release	OK	95