Statistical Depth Functions for Multivariate Analysis

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Documentation for package ‘DepthProc’ version 1.0.7

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%+% Adds plots
%+%-method Adds plots
abline-method Add line to plot
as.matrix as.matrix method for DepthCurveList.
as.matrix,DepthCurveList 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
CovDepthWeighted-class CovLP
CovLP CovLp
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 Depth
depthEuclid Euclidean Depth
DepthLocal Depth
depthLocal Local depth
DepthLP Depth
depthLP LP Depth
depthMah Mahalanobis Depth
DepthMahalanobis Depth
depthMBD Modified band depth
depthMedian Depth median
depthMedian,data.frame Depth median
depthMedian,Depth Depth median
depthMedian,matrix Depth median
depthMedian-method Depth median
depthPersp Perspective plot for depth functions
DepthProjection Depth
depthProjection Projection Depth
DepthTukey Depth
depthTukey Tukey Depth
getPlot Create ggplot object from DepthCurve, DepthCurveList and DDPlot classes.
getPlot,AsymmetryCurveList Create ggplot object from DepthCurve, DepthCurveList and DDPlot classes.
getPlot,DDPlot Create ggplot object from DepthCurve, DepthCurveList and DDPlot classes.
getPlot,ScaleCurveList Create ggplot object from DepthCurve, DepthCurveList and DDPlot classes.
getPlot-method Create ggplot object from DepthCurve, DepthCurveList and DDPlot classes.
grapes-plus-grapes-methods,DepthCurve,DepthCurve Adds plots
grapes-plus-grapes-methods,DepthCurve,DepthCurveList Adds plots
grapes-plus-grapes-methods,DepthCurveList,DepthCurve Adds plots
inf.mort Infant mortality rate (0-1 year) per 1,000 live births
lsdAddContour Adds location scale depth contour to a plot.
lsdAddContour,LSDepthContour Adds location scale depth contour to a plot.
lsdAddContour-method Adds location scale depth contour to a plot.
LSDepth-class Location-Scale depth class
LSDepthContour-class Location-Scale depth contour class
lsdGetContour Get location-scale contour from LSDepthContour object
lsdGetContour,LSDepthContour 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 Depth based multivariate Wilcoxon test for a scale difference.
plot Method for plotting DepthCurve and DDPlot object.
plot,DDPlot Method for plotting DepthCurve and DDPlot object.
plot,DepthCurve Method for plotting DepthCurve and DDPlot object.
plot,DepthCurveList Method for plotting DepthCurve and DDPlot object.
plot-method 2d Binning plot
plot-method Plot function for DepthDensity
plot-method Functional boxplot based on Modified Band Depth
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