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| FastPCS-package | Package implementing the FastHCS robust PCA algorithm. |
| compPcaParams | Computes the center vector, eigenvalues and loading matrix corresponding to a PCA model of a data matrix with respect to a subset of observations in a data set |
| DnaAlteration | Cytosine methylation beta values for a sample of 198 non-pathological human tissue specimens. |
| FastHCS | Performs the FastHCS algorithm for robust PCA. |
| FHCSkernelEVD | Carries out the kernelEVD algorithm for data reduction |
| FHCSnumStarts | Computes the number of starting q-subsets |
| FHCSpsdo | Computes the univariate MCD estimator of scatter |
| MultipleFeatures | Fourier coefficients describing the shape of many hand written replications of the numerals '0' and '1'. |
| plot.FastHCS | Robust diagnostic plots for FastHCS |
| signFlip | Carries out the signflip adjustment of a loadings matrix |
| Tablets | Near-infrared (NIR) spectroscopy of a sample of 310 tablets. |