FastHCS Robust Algorithm for Principal Component Analysis

compPcaParams | Computes the center vector, eigenvalues and loading matrix... |

DnaAlteration | Cytosine methylation beta values for a sample of 198... |

FastHCS | Performs the FastHCS algorithm for robust PCA. |

FastHCS-package | Package implementing the FastHCS robust PCA algorithm. |

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... |

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. |

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