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mrfDepth (version 1.0.2)

Depth Measures in Multivariate, Regression and Functional Settings

Description

Tools to compute depth measures and implementations of related tasks such as outlier detection, data exploration and classification of multivariate, regression and functional data.

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Version

Install

install.packages('mrfDepth')

Monthly Downloads

535

Version

1.0.2

License

GPL (>= 2)

Maintainer

Pieter Segaert

Last Published

January 31st, 2017

Functions in mrfDepth (1.0.2)

Composition of elements in soil samples around the Baltic Sea

Bagdistance of points relative to a dataset

Depth contours of multivariate data

Location estimate based on the halfspace depth

Test for linearity of the conditional median in simple regression

Near infrared spectra of gasoline samples.

Location estimates based on projection depth.

A robust measure of skewness for univariate data

Stahel-Donoho outlyingness of points relative to a dataset

Rainbow plot for bivariate data

Regression depth of hyperplanes

Halfspace depth of points relative to a dataset

Location estimates based on halfspace depth.

Draws depth contours of bivariate data

Projection depth of points relative to a dataset

Skewness-adjusted projection depth of points relative to a dataset

Location estimates based on skewness-adjusted projection depth.

Hyperplane of maximal regression depth

Simplicial depth of points relative to a dataset

Test for angular symmetry around a specified center for bivariate data

Blood data for patients with narrowing arteries

adjOutlyingness

Adjusted outlyingness of points relative to a dataset

Car data from Consumer Reports in 1990

Draws a bagplot, a bivariate boxplot

characterTrajectories

Character Trajectories Data Set