Holds the results of outlier identification using the PCOUT algorithm.
Objects can be created by calls of the form
new("OutlierPCOut", ...) but the
usual way of creating
OutlierPCOut objects is a call to the function
OutlierPCOut() which serves as a constructor.
A list containing intermediate results of the PCOUT algorithm for each class
Return the cutoff value used to identify outliers
Return a vector containing the computed distances
Plot the results of the outlier detection process
Valentin Todorov [email protected]
P. Filzmoser, R. Maronna and M. Werner (2008), Outlier identification in high dimensions, Computational Statistics & Data Analysis, Vol. 52 1694–1711.
P. Filzmoser & V. Todorov (2012), Robust tools for the imperfect world, To appear.
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