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ICSOutlier

Outlier Detection Using Invariant Coordinate Selection

Multivariate outlier detection is performed using invariant coordinates where the package offers different methods to choose the appropriate components. ICS is a general multivariate technique with many applications in multivariate analysis. ICSOutlier offers a selection of functions for automated detection of outliers in the data based on a fitted ICS object or by specifying the dataset and the scatters of interest. The current implementation targets data sets with only a small percentage of outliers.

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VersionRepositoryFileSize
0.4-1 2026-04-09 windows/windows R-4.5 ICSOutlier_0.4-1.zip 1003.9 KiB

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