R package to compute the FastHCS outlyingness index.

Documentation for package ‘FastHCS’ version 0.0.1

computdis	Computes the rank k S.D and O.D of a data matrix with respect ot a subset
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.