mrfDepth1.0.17 package

Depth Measures in Multivariate, Regression and Functional Settings

bagplot

Draws a bagplot, a bivariate boxplot

hdepthmedian

Location estimates based on halfspace depth.

adjOutl

Adjusted outlyingness of points relative to a dataset

bagdistance

Bagdistance of points relative to a dataset

cmltest

Test for linearity of the conditional median in simple regression

compBagplot

Computations for drawing a bagplot

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

Draws a heatmap of functional depth values or distances

fom

Draws the Functional Outlier Map (FOM)

fOutl

Functional outlyingness measures for functional data

hdepth

Halfspace depth of points relative to a dataset

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

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 dataset

sprojmedian

Location estimates based on skewness-adjusted projection depth

symtest

Test for angular symmetry around a specified center for bivariate data

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

  • Maintainer: Jakob Raymaekers
  • License: GPL (>= 2)
  • Last published: 2024-05-24