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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>.
Version: | 0.1.0 |
Suggests: | testthat (≥ 3.0.0) |
Published: | 2023-11-06 |
DOI: | 10.32614/CRAN.package.RMSD |
Author: | Kazumi Wada |
Maintainer: | Kazumi Wada <kazwd2008 at gmail.com> |
License: | GPL (≥ 3) |
NeedsCompilation: | no |
Language: | en-US |
CRAN checks: | RMSD results |
Reference manual: | RMSD.pdf |
Package source: | RMSD_0.1.0.tar.gz |
Windows binaries: | r-devel: RMSD_0.1.0.zip, r-release: RMSD_0.1.0.zip, r-oldrel: RMSD_0.1.0.zip |
macOS binaries: | r-release (arm64): RMSD_0.1.0.tgz, r-oldrel (arm64): RMSD_0.1.0.tgz, r-release (x86_64): RMSD_0.1.0.tgz, r-oldrel (x86_64): RMSD_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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