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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>.

Versions across snapshots

VersionRepositoryFileSize
0.1.1 rolling linux/jammy R-4.5 RMSD_0.1.1.tar.gz 15.0 KiB
0.1.1 rolling linux/noble R-4.5 RMSD_0.1.1.tar.gz 14.9 KiB
0.1.1 rolling source/ R- RMSD_0.1.1.tar.gz 4.2 KiB
0.1.1 latest linux/jammy R-4.5 RMSD_0.1.1.tar.gz 15.0 KiB
0.1.1 latest linux/noble R-4.5 RMSD_0.1.1.tar.gz 14.9 KiB
0.1.1 latest source/ R- RMSD_0.1.1.tar.gz 4.2 KiB
0.1.1 2026-04-26 source/ R- RMSD_0.1.1.tar.gz 4.2 KiB
0.1.1 2026-04-23 source/ R- RMSD_0.1.1.tar.gz 4.2 KiB
0.1.1 2026-04-09 windows/windows R-4.5 RMSD_0.1.1.zip 17.6 KiB
0.1.0 2025-04-20 source/ R- RMSD_0.1.0.tar.gz 4.1 KiB

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