DepthProc: Statistical Depth Functions for Multivariate Analysis
Version 1.0.7

Data depth concept offers a variety of powerful and user friendly tools for robust exploration and inference for multivariate data. The offered techniques may be successfully used in cases of lack of our knowledge on parametric models generating data due to their nonparametric nature. The package consist of among others implementations of several data depth techniques involving multivariate quantile-quantile plots, multivariate scatter estimators, multivariate Wilcoxon tests and robust regressions.

Browse man pages Browse package API and functions Browse package files

AuthorDaniel Kosiorowski, Mateusz Bocian, Anna Wegrzynkiewicz and Zygmunt Zawadzki from Cracow University of Economics.
Date of publication2016-02-12 10:59:09
MaintainerZygmunt Zawadzki <zawadzkizygmunt@gmail.com>
LicenseGPL-2
Version1.0.7
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("DepthProc")

Man pages

abline-RobReg-method: Add line to plot
as.matrix-methods: 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
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
depthMBD: Modified band depth
depthMedian-methods: Depth median
depthPersp: Perspective plot for depth functions
depthProjection: Projection Depth
depthTukey: Tukey Depth
getPlot-methods: Create ggplot object from DepthCurve, DepthCurveList and...
grapes-plus-grapes-methods: Adds plots
inf.mort: Infant mortality rate (0-1 year) per 1,000 live births
lsdAddContour-methods: Adds location scale depth contour to a plot.
LSDepth-class: Location-Scale depth class
LSDepthContour-class: Location-Scale depth contour class
lsdGetContour-methods: 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...
plot-BinnDepth2d-ANY-method: 2d Binning plot
plot-DepthDensity-ANY-method: Plot function for DepthDensity
plot-DepthMBD-ANY-method: Functional boxplot based on Modified Band Depth
plot-LSDepthContour-ANY-method: Plot Location-Scale depth contours.
plot-methods: 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

Functions

AsymmetryCurve-class Man page
BinnDepth2d-class Man page
CovDepthWeighted-class Man page
CovLP Man page Source code
CovLPCPP Source code
DDPlot-class Man page
DeepReg2d-class Man page
Depth-class Man page
DepthCurve-class Man page
DepthCurveList-class Man page
DepthDensity-class Man page
DepthEuclid Man page
DepthLP Man page
DepthLocal Man page
DepthMahalanobis Man page
DepthProjection Man page
DepthTukey Man page
LSDepth-class Man page
LSDepthContour-class Man page
RobReg-class Man page
ScaleCurve-class Man page
TrimReg2d-class Man page
USLABOUR Man page
\%+\% Man page
\%+\%,DepthCurve,DepthCurve-method Man page
\%+\%,DepthCurve,DepthCurveList-method Man page
\%+\%,DepthCurveList,DepthCurve-method Man page
abline,RobReg-method Man page
addAlpha Source code
as.matrix Man page
as.matrix,DepthCurveList Man page
as.matrix,DepthCurveList-method Man page
asCurve Source code
asCurveMM Source code
asymmetryCurve Man page Source code
binningDepth2D Man page Source code
covCPP Source code
createGrid Source code
createGrid2 Source code
ddMvnorm Man page Source code
ddPlot Man page Source code
ddmvnorm Man page
deepReg2d Man page Source code
depTheme Source code
depth Man page Source code
depth2dcpp Source code
depthContour Man page Source code
depthDensity Man page Source code
depthEuclid Man page Source code
depthLP Man page Source code
depthLPCPP Source code
depthLocal Man page Source code Source code
depthMBD Man page Source code
depthMah Man page Source code
depthMahCPP Source code
depthMedian Man page
depthMedian,Depth Man page
depthMedian,Depth-method Man page
depthMedian,data.frame Man page
depthMedian,data.frame-method Man page
depthMedian,matrix Man page
depthMedian,matrix-method Man page
depthPersp Man page Source code
depthProjCPP Source code
depthProjection Man page Source code
depthTukey Man page Source code
depthTukeyCPP Source code
extractDepthParams Source code
getMuLS Source code
getPlot Man page
getPlot,AsymmetryCurveList Man page
getPlot,AsymmetryCurveList-method Man page
getPlot,DDPlot Man page
getPlot,DDPlot-method Man page
getPlot,ScaleCurveList Man page
getPlot,ScaleCurveList-method Man page
grapes-plus-grapes-methods,DepthCurve,DepthCurve Man page
grapes-plus-grapes-methods,DepthCurve,DepthCurveList Man page
grapes-plus-grapes-methods,DepthCurveList,DepthCurve Man page
inf.mort Man page
lsdAddContour Man page
lsdAddContour,LSDepthContour Man page
lsdAddContour,LSDepthContour-method Man page
lsdGetContour Man page
lsdGetContour,LSDepthContour Man page
lsdGetContour,LSDepthContour-method Man page
lsdSampleDepthContours Man page Source code
lsdSampleMaxDepth Man page Source code
mWilcoxonTest Man page Source code
maesles.imm Man page
meanCPP Source code
modBandDepth Source code
modBandDepthRef Source code
mregdepth Source code
plot Man page
plot,BinnDepth2d,ANY-method Man page
plot,DDPlot Man page
plot,DDPlot,ANY-method Man page
plot,DepthCurve Man page
plot,DepthCurve,ANY-method Man page
plot,DepthCurveList Man page
plot,DepthCurveList,ANY-method Man page
plot,DepthDensity,ANY-method Man page
plot,DepthMBD,ANY-method Man page
plot,LSDepthContour,ANY-method Man page
removeDepthParams Source code
runifsphere Man page Source code
runifsphereCPP Source code
sample.depth.cont.for.mu Source code
sample.max.depth Source code
sample.max.depth.for.mu Source code
sampleData Source code
sampleDepthContForMuCPP Source code
sampleMaxDepthForMuCPP Source code
sampleMaxLocScaleDepthCPP Source code
scaleCurve Man page Source code
testNorm Source code
trimProjReg2d Man page Source code
under5.mort Man page

Files

inst
inst/CITATION
inst/doc
inst/doc/DepthProc_vinegette.pdf
src
src/LocationScaleDepthCPP.cpp
src/Makevars
src/TukeyDepth.cpp
src/Utils.h
src/Depth.h
src/depthcpp.cpp
src/LocationScaleDepth.h
src/RobCovLib.h
src/RobCovLib.cpp
src/RobCovLibConfig.h
src/covFunCPP.cpp
src/LocationEstimators.h
src/Utils.cpp
src/TukeyDepth.h
src/LocationScaleDepth.cpp
src/Depth.cpp
src/LocationEstimators.cpp
src/Makevars.win
src/UtilsCPP.cpp
src/RcppExports.cpp
src/depthFunCPP.cpp
NAMESPACE
data
data/under5.mort.rda
data/USLABOUR.rda
data/maesles.imm.rda
data/inf.mort.rda
R
R/AllClasses.R
R/ddmvnorm.R
R/deepreg2d.R
R/Utils.R
R/trimprojreg2d.R
R/runifsphere.R
R/scalecurve.R
R/locationScaleDepth.R
R/depthContour.R
R/DepthCurveClass.R
R/lsd.R
R/depth.R
R/mregdepth.R
R/CovarianceFunctions.R
R/plotMBD.R
R/depthDensity.R
R/asymmetrycurve.R
R/DDPlotClass.R
R/ScaleCurveClass.R
R/DepthBasedTests.R
R/depthMedian.R
R/RcppExports.R
R/ddPlot.r
R/binningDepth2d.R
R/AsymmetryCurveClass.R
R/depthproc.R
R/depthPersp.R
R/depthLocal.R
R/dynlib.R
MD5
DESCRIPTION
man
man/DeepReg2d-class.Rd
man/runifsphere.Rd
man/plot-LSDepthContour-ANY-method.Rd
man/depthLocal.Rd
man/plot-methods.Rd
man/Depth-class.Rd
man/depthPersp.Rd
man/DepthCurve-class.Rd
man/depth.Rd
man/DDPlot-class.Rd
man/scaleCurve.Rd
man/depthTukey.Rd
man/lsdSampleDepthContours.Rd
man/plot-DepthDensity-ANY-method.Rd
man/lsdAddContour-methods.Rd
man/asymmetryCurve.Rd
man/deepReg2d.Rd
man/depthContour.Rd
man/as.matrix-methods.Rd
man/CovLP.Rd
man/plot-DepthMBD-ANY-method.Rd
man/lsdGetContour-methods.Rd
man/abline-RobReg-method.Rd
man/LSDepthContour-class.Rd
man/TrimReg2d-class.Rd
man/ddmvnorm.Rd
man/LSDepth-class.Rd
man/under5.mort.Rd
man/depthMedian-methods.Rd
man/depthLP.Rd
man/maesles.imm.Rd
man/DepthDensity-class.Rd
man/ddPlot.Rd
man/AsymmetryCurve-class.Rd
man/inf.mort.Rd
man/depthMah.Rd
man/depthEuclid.Rd
man/depthDensity.Rd
man/BinnDepth2d-class.Rd
man/getPlot-methods.Rd
man/ScaleCurve-class.Rd
man/depthMBD.Rd
man/trimProjReg2d.Rd
man/DepthCurveList-class.Rd
man/USLABOUR.Rd
man/RobReg-class.Rd
man/depthProjection.Rd
man/plot-BinnDepth2d-ANY-method.Rd
man/grapes-plus-grapes-methods.Rd
man/binningDepth2D.Rd
man/mWilcoxonTest.Rd
man/lsdSampleMaxDepth.Rd
man/CovDepthWeighted-class.Rd
DepthProc documentation built on May 20, 2017, 2:19 a.m.