                        Code to compute the FastHCS outlyingness index
                        for high-dimensional data-sets.
DnaAlteration           Cytosine methylation beta values for a sample
                        of 198 non-pathological human tissue specimens.
FastHCS                 Computes the FastHCS high-dimensional
                        outlyingness index.
MultipleFeatures        Fourier coefficients describing the shape of
                        many hand written replications of the numerals
                        '0' and '1'.
NumStarts               Computes the number of starting q subset
Signflip                Carries the signflip adjustment of a loading
                        matrix
Wine                    Chemical and sensory analysis of red and white
                        variants of the Portuguese "Vinho Verde" wine.
computdis               Computes the rank k S.D and O.D of a data
                        matrix with respect ot a subset
