Depth Measures in Multivariate, Regression and Functional Settings

adjOutl | Adjusted outlyingness of points relative to a dataset |

bagdistance | Bagdistance of points relative to a dataset |

bagplot | Draws a bagplot, a bivariate boxplot |

bloodfat | Blood data for patients with narrowing arteries |

cardata90 | Car data from Consumer Reports in 1990 |

characterTrajectories | Character Trajectories Data Set |

cmltest | Test for linearity of the conditional median in simple... |

compBagplot | Location estimate based on the halfspace depth |

depthContour | Depth contours of multivariate data |

dirOutl | Directional outlyingness of points relative to a dataset |

distSpace | distSpace |

dprojdepth | Directional projection depth of points relative to a dataset |

dprojmedian | Location estimates based on directional projection depth. |

fHeatMap | Creates MFOD heatmap |

fom | Draws the Functional Outlier Map (FOM) |

fOutl | Functional outlyingness measures for functional data |

geological | Composition of elements in soil samples around the Baltic Sea |

glass | EXPMA spectra of glass samples |

hdepth | Halfspace depth of points relative to a dataset |

hdepthmedian | Location estimates based on halfspace depth. |

medcouple | A robust measure of skewness for univariate data |

mfd | Multivariate functional depth for functional data |

mfdmedian | Multivariate functional median for functional data. |

mrainbowplot | Rainbow plot for bivariate data |

octane | Near infrared spectra of gasoline samples. |

outlyingness | Stahel-Donoho outlyingness of points relative to a dataset |

plotContours | Draws depth contours of bivariate data |

projdepth | Projection depth of points relative to a dataset |

projmedian | Location estimates based on projection depth. |

rdepth | Regression depth of hyperplanes |

rdepthmedian | Hyperplane of maximal regression depth |

sdepth | Simplicial depth of points relative to a dataset |

sprojdepth | Skewness-adjusted projection depth of points relative to a... |

sprojmedian | Location estimates based on skewness-adjusted projection... |

stars | stars data |

symtest | Test for angular symmetry around a specified center for... |

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