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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

582

Version

1.0.17

License

GPL (>= 2)

Last Published

May 24th, 2024

Functions in mrfDepth (1.0.17)

bloodfat

Blood data for patients with narrowing arteries
bagdistance

Bagdistance of points relative to a dataset
compBagplot

Computations for drawing a bagplot
adjOutl

Adjusted outlyingness of points relative to a dataset
depthContour

Depth contours of multivariate data
cardata90

Car data from Consumer Reports in 1990
characterA

Writing trajectories of the letter 'a'
cmltest

Test for linearity of the conditional median in simple regression
characterI

Writing trajectories of the letter i
hdepth

Halfspace depth of points relative to a dataset
dprojmedian

Location estimates based on directional projection depth
geological

Composition of elements in soil samples around the Baltic Sea
dprojdepth

Directional projection depth of points relative to a dataset
glass

EXPMA spectra of glass samples
dirOutl

Directional outlyingness of points relative to a dataset
fHeatmap

Draws a heatmap of functional depth values or distances
distSpace

distSpace
fOutl

Functional outlyingness measures for functional data
fom

Draws the Functional Outlier Map (FOM)
hdepthmedian

Location estimates based on halfspace depth.
mri

Intensities of MRI images
mfd

Multivariate functional depth for functional data
mrainbowplot

Rainbow plot for bivariate data
outlyingness

Stahel-Donoho outlyingness of points relative to a dataset
medcouple

A robust measure of skewness for univariate data
octane

Near infrared spectra of gasoline samples
mfdmedian

Multivariate functional median for functional data
plane

Fighter plane dataset
plotContours

Draws depth contours of bivariate data
sprojmedian

Location estimates based on skewness-adjusted projection depth
symtest

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

Hyperplane of maximal regression depth
tablets

Near Infrared Spectroscopy responses for a batch of pills
projdepth

Projection depth of points relative to a dataset
stars

stars data
rdepth

Regression depth of hyperplanes
projmedian

Location estimates based on projection depth
wine

Proton Nuclear Magnetic Resonance spectra of 40 different wine samples
sdepth

Simplicial depth of points relative to a dataset
sprojdepth

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

Draws a bagplot, a bivariate boxplot