Statistical Depth Functions for Multivariate Analysis

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Documentation for package ‘DepthProc’ version 2.1.5

• DESCRIPTION file.
• Package NEWS.

Help Pages

abline-method	Add line to plot
as.matrix	as.matrix method for DepthCurveList.
as.matrix-method	as.matrix method for DepthCurveList.
asymmetryCurve	Asymmetry curve based on depths
AsymmetryCurve-class	AsymmetryCurve and AsymmetryCurveList
BinnDepth2d-class	BinnDepth2d
binningDepth2D	2d Binning
combineDepthCurves	Adds plots
combineDepthCurves-method	Adds plots
CovDepthWeighted-class	CovLP
CovLP	CovLp
cracow.airpollution	Air pollution with PM10 in Cracow within day and night in December 2016
ddMvnorm	Normal depth versus depth plot
ddmvnorm	Normal depth versus depth plot
ddPlot	Depth versus depth plot
DDPlot-class	DDPlot
deepReg2d	Simple deepest regression method.
DeepReg2d-class	DeepReg2d
depth	Depth calculation
Depth-class	Depth
depthContour	Approximate depth contours
DepthCurve-class	DepthCurve
DepthCurveList-class	DepthCurveList
depthDensity	Depth weighted density estimator
DepthDensity-class	DepthDensity
depthEuclid	Euclidean Depth
depthLocal	Local depth
depthLP	LP Depth
depthMah	Mahalanobis Depth
depthMedian	Depth median
depthMedian-method	Depth median
depthPersp	Perspective plot for depth functions
depthProjection	Projection Depth
depthTukey	Tukey Depth
fncBoxPlot	Functional boxplot based on Modified Band Depth
fncDepth	Basic function for functional depths
fncDepth.matrix	Basic function for functional depths
fncDepth.zoo	Basic function for functional depths
fncDepthFM	FM Depth
fncDepthMBD	Modified band depth
fncDepthMedian	Functional median
fncGetBand	Functional bands
france	Relation between minimum wage (MW) and unemployment rate (UR) in France.
FunctionalDepth-class	Functional Depth
getPlot	Create ggplot object from DepthCurve, DepthCurveList and DDPlot classes.
getPlot-method	Create ggplot object from DepthCurve, DepthCurveList and DDPlot classes.
inf.mort	Infant mortality rate (0-1 year) per 1,000 live births
internet.users	Internet view data
katowice.airpollution	Air pollution in Katowice city by hour.
lsdAddContour	Adds location scale depth contour to the existing plot.
lsdAddContour-method	Adds location scale depth contour to the existing plot.
LSDepth-class	Location-Scale depth class
LSDepthContour-class	Location-Scale depth contour class
lsdGetContour	Get location-scale contour from LSDepthContour object.
lsdGetContour-method	Get location-scale contour from LSDepthContour object.
lsdSampleDepthContours	Calculate sample Mizera and Muller Student depth contours
lsdSampleMaxDepth	Calculates the maximum sample location-scale depth
maesles.imm	Children 1 year old immunized against measles, percentage
mWilcoxonTest	Multivariate Wilcoxon test for equality of dispersion.
plot	Method for plotting DepthCurve and DDPlot object.
plot-method	2d Binning plot
plot-method	Plot function for DepthDensity.
plot-method	Plot Location-Scale depth contours.
plot-method	Method for plotting DepthCurve and DDPlot object.
RobReg-class	RobReg
runifsphere	Random number generation from unit sphere.
scaleCurve	Scale curve
ScaleCurve-class	ScaleCurve and ScaleCurveList
trimProjReg2d	trimProjReg2d
TrimReg2d-class	TrimReg2d
under5.mort	Children under 5 months mortality rate per 1,000 live births
USLABOUR	US Labour dataset