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mrfDepth

The latest development version of mrfDepth may be installed from GitHub using

install.packages("devtools")

devtools::install_github("PSegaert/mrfDepth")

When installing the development version from GitHub on Windows, make sure that Rtools is installed first.

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Version

Install

install.packages('mrfDepth')

Monthly Downloads

567

Version

1.0.15

License

GPL (>= 2)

Maintainer

Jakob Raymaekers

Last Published

October 6th, 2023

Functions in mrfDepth (1.0.15)

bloodfat

Blood data for patients with narrowing arteries
compBagplot

Computations for drawing a bagplot
depthContour

Depth contours of multivariate data
characterA

Writing trajectories of the letter 'a'
fHeatmap

Draws a heatmap of functional depth values or distances
fOutl

Functional outlyingness measures for functional data
glass

EXPMA spectra of glass samples
characterI

Writing trajectories of the letter i
cmltest

Test for linearity of the conditional median in simple regression
adjOutl

Adjusted outlyingness of points relative to a dataset
dirOutl

Directional outlyingness of points relative to a dataset
hdepth

Halfspace depth of points relative to a dataset
distSpace

distSpace
dprojdepth

Directional projection depth of points relative to a dataset
plane

Fighter plane dataset
plotContours

Draws depth contours of bivariate data
dprojmedian

Location estimates based on directional projection depth
mfd

Multivariate functional depth for functional data
hdepthmedian

Location estimates based on halfspace depth.
sprojmedian

Location estimates based on skewness-adjusted projection depth
mfdmedian

Multivariate functional median for functional data
stars

stars data
bagdistance

Bagdistance of points relative to a dataset
medcouple

A robust measure of skewness for univariate data
mrainbowplot

Rainbow plot for bivariate data
projdepth

Projection depth of points relative to a dataset
rdepth

Regression depth of hyperplanes
fom

Draws the Functional Outlier Map (FOM)
projmedian

Location estimates based on projection depth
rdepthmedian

Hyperplane of maximal regression depth
geological

Composition of elements in soil samples around the Baltic Sea
mri

Intensities of MRI images
octane

Near infrared spectra of gasoline samples
sdepth

Simplicial depth of points relative to a dataset
wine

Proton Nuclear Magnetic Resonance spectra of 40 different wine samples
sprojdepth

Skewness-adjusted projection depth of points relative to a dataset
outlyingness

Stahel-Donoho outlyingness of points relative to a dataset
symtest

Test for angular symmetry around a specified center for bivariate data
tablets

Near Infrared Spectroscopy responses for a batch of pills
cardata90

Car data from Consumer Reports in 1990
bagplot

Draws a bagplot, a bivariate boxplot