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DepthProc (version 1.0.1)

DepthProc

Description

Package for depths

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Version

Install

install.packages('DepthProc')

Monthly Downloads

409

Version

1.0.1

License

GPL-2

Maintainer

Zygmunt Zawadzki

Last Published

August 26th, 2014

Functions in DepthProc (1.0.1)

LSDepth-class

Location-Scale depth class
asymmetryCurve

Asymmetry curve based on depths
DepthDensity-class

DepthDensity
depthMah

Mahalanobis Depth
DepthCurve-class

DepthCurve
plot,LSDepthContour,ANY-method

Plot Location-Scale depth contours.
trimProjReg2d

trimProjReg2d
RobReg-class

RobReg
scaleCurve

Scale curve
USLABOUR

US Labour dataset
getPlot

Create ggplot object from DepthCurve, DepthCurveList and DDPlot classes.
CovLP

CovLp
depthProjection

Projection Depth
as.matrix

as.matrix method for DepthCurveList.
lsdSampleDepthContours

Calculate sample Mizera and Muller Student depth contours
BinnDepth2d-class

BinnDepth2d
CovDepthWeighted-class

CovLP
Depth-class

Depth
ddPlot

Depth versus depth plot
plot,DepthDensity,ANY-method

Plot function for DepthDensity
mWilcoxonTest

Depth based multivariate Wilcoxon test for a scale difference.
depthLocal

Local depth
plot

Method for plotting DepthCurve and DDPlot object.
depthEuclid

Euclidean Depth
%+%

Adds plots
depthContour

Approximate depth contours
depthMedian

Depth median
AsymmetryCurve-class

AsymmetryCurve and AsymmetryCurveList
depth

Depth calculation
ddmvnorm

Normal depth versus depth plot
DeepReg2d-class

DeepReg2d
ScaleCurve-class

ScaleCurve and ScaleCurveList
lsdSampleMaxDepth

Calculates the maximum sample location-scale depth
LSDepthContour-class

Location-Scale depth contour class
lsdGetContour

Get location-scale contour from LSDepthContour object
depthDensity

Depth weighted density estimator
binningDepth2D

2d Binning
deepReg2d

Simple deepest regression method.
maesles.imm

Children 1 year old immunized against measles, percentage
depthTukey

Tukey Depth
DepthCurveList-class

DepthCurveList
depthPersp

Perspective plot for depth functions
depthLP

LP Depth
runifsphere

Random number generation from unit sphere.
under5.mort

Children under 5 months mortality rate per 1,000 live births
inf.mort

Infant mortality rate (0-1 year) per 1,000 live births
TrimReg2d-class

TrimReg2d
abline,RobReg-method

Add line to plot
DDPlot-class

DDPlot
lsdAddContour

Adds location scale depth contour to a plot.
plot,BinnDepth2d,ANY-method

2d Binning plot
plot,DepthMBD,ANY-method

Functional boxplot based on Modified Band Depth
depthMBD

Modified band depth