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Outlier Detection Using Invariant Coordinate Selection
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | ICSOutlier |
Outlier Detection Using Invariant Coordinate Selection |
Statements
13 December 2023
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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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expanded from: GPL (≥ 2) (English)
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