Functional Data Analysis for Density Functions by Transformation to a Hilbert Space

BacteriaPI | pH distribution of 813 bacterial organisms |

CreateModeOfVarPlotLQ2D | Transformation Mode of Variation Plot |

dens2lqd | Function for converting densities to log quantile density... |

dens2qd | Function for converting Densities to Quantile Densities |

dens2quantile | Function for converting Densities to Quantile Functions |

DeregulariseByAlpha | Function to deregularise densities to have (smaller) minimum... |

FPCAdens | FPCA for densities by log quantile density transformation |

GetFVE | Compute Metric-based Fraction of Variance Explained |

getWFmean | Wasserstein Frechet Mean Computation |

lqd2dens | Function for converting log quantile densities to densities |

lqd2quantile | Function for converting log quantile densities to quantile... |

MakeDENsample | Convenience function for converting log quantile densities to... |

MakeLQDsample | Convenience function for converting densities to log-quantile... |

normaliseDensities | Normalise Densities |

qd2dens | Function for converting Quantile Densities to Densities |

RegulariseByAlpha | Function to regularise densities to have (larger) minimum... |

Top50BabyNames | Baby name popularity densities for 50 male and 50 female... |

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