Depth Measures in Multivariate, Regression and Functional Settings

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Documentation for package ‘mrfDepth’ version 1.0.13

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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
characterA Writing trajectories of the letter 'a'.
characterI Writing trajectories of the letter i.
cmltest Test for linearity of the conditional median in simple regression
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
mri Intensities of MRI images
octane Near infrared spectra of gasoline samples.
outlyingness Stahel-Donoho outlyingness of points relative to a dataset
plane Fighter plane 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 dataset
sprojmedian Location estimates based on skewness-adjusted projection depth.
stars stars data
symtest Test for angular symmetry around a specified center for bivariate data
tablets Near Infrared Spectroscopy responses for a batch of pills
wine Proton Nuclear Magnetic Resonance spectra of 40 different wine samples