rrcovHD: Robust Multivariate Methods for High Dimensional Data

Robust multivariate methods for high dimensional data including outlier detection, PCA, PLS and classification.

Install the latest version of this package by entering the following in R:
install.packages("rrcovHD")
AuthorValentin Todorov <valentin.todorov@chello.at>
Date of publication2016-11-11 12:09:33
MaintainerValentin Todorov <valentin.todorov@chello.at>
LicenseGPL (>= 2)
Version0.2-5

View on CRAN

Man pages

Cars: Consumer reports car data: dimensions

CSimca: Classification in high dimensions based on the (classical)...

CSimca-class: Class '"CSimca"' - classification in high dimensions based on...

getWeight-methods: Accessor methods to the essential slots of 'Outlier' and its...

kibler: 1985 Auto Imports Database

olitos: Olive Oil Data

Outlier-class: Class '"Outlier"' - a base class for outlier identification

OutlierMahdist: Outlier identification using robust (mahalanobis) distances...

OutlierMahdist-class: Class 'OutlierMahdist' - Outlier identification using robust...

OutlierPCDist: Outlier identification in high dimensions using the PCDIST...

OutlierPCDist-class: Class '"OutlierPCDist"' - Outlier identification in high...

OutlierPCOut: Outlier identification in high dimensions using the PCOUT...

OutlierPCOut-class: Class '"OutlierPCOut"' - Outlier identification in high...

OutlierSign1: Outlier identification in high dimensions using the SIGN1...

OutlierSign1-class: Class '"OutlierSign1"' - Outlier identification in high...

OutlierSign2: Outlier identification in high dimensions using the SIGN2...

OutlierSign2-class: Class '"OutlierSign2"' - Outlier identification in high...

PredictSimca-class: Class '"PredictSimca"' - prediction of '"Simca"' objects

PredictSosDisc-class: Class '"PredictSosDisc"' - prediction of '"SosDisc"' objects

RSimca: Robust classification in high dimensions based on the SIMCA...

RSimca-class: Class '"RSimca" - robust classification in high dimensions...

Simca-class: Class '"Simca"' - virtual base class for all classic and...

soil: Exchangable cations in forest soil data set

SosDisc-class: Class '"SosDisc"' - virtual base class for all classic and...

SosDiscClassic-class: Class 'SosDiscClassic' - sparse multigroup classification by...

SosDiscRobust: Robust and sparse multigroup classification by the optimal...

SosDiscRobust-class: Class 'SosDiscRobust' - robust and sparse multigroup...

SPcaGrid: Sparse Robust Principal Components based on Projection...

SPcaGrid-class: Class 'SPcaGrid' - Sparse Robust PCA using PP - GRID search...

SummarySimca-class: Class '"SummarySimca"' - summary of '"Simca"' objects

SummarySosDisc-class: Class '"SummarySosDisc"' - summary of '"SosDisc"' objects

Functions

Cars Man page
CSimca Man page
CSimca-class Man page
CSimca.default Man page
CSimca.formula Man page
getClassLabels Man page
getClassLabels-methods Man page
getClassLabels,Outlier-method Man page
getCutoff Man page
getCutoff-methods Man page
getCutoff,OutlierMahdist-method Man page
getCutoff,OutlierPCDist-method Man page
getCutoff,OutlierPCOut-method Man page
getCutoff,OutlierSign1-method Man page
getCutoff,OutlierSign2-method Man page
getDistance,OutlierMahdist-method Man page
getDistance,Outlier-method Man page
getDistance,OutlierPCDist-method Man page
getDistance,OutlierPCOut-method Man page
getDistance,OutlierSign1-method Man page
getDistance,OutlierSign2-method Man page
getFlag,Outlier-method Man page
getOutliers Man page
getOutliers-methods Man page
getOutliers,Outlier-method Man page
getQuan,SPcaGrid-method Man page
getWeight Man page
getWeight-methods Man page
getWeight,Outlier-method Man page
kibler Man page
kibler.orig Man page
olitos Man page
Outlier-class Man page
OutlierMahdist Man page
OutlierMahdist-class Man page
OutlierMahdist.default Man page
OutlierMahdist.formula Man page
OutlierPCDist Man page
OutlierPCDist-class Man page
OutlierPCDist.default Man page
OutlierPCDist.formula Man page
OutlierPCOut Man page
OutlierPCOut-class Man page
OutlierPCOut.default Man page
OutlierPCOut.formula Man page
OutlierSign1 Man page
OutlierSign1-class Man page
OutlierSign1.default Man page
OutlierSign1.formula Man page
OutlierSign2 Man page
OutlierSign2-class Man page
OutlierSign2.default Man page
OutlierSign2.formula Man page
plot,Outlier,missing-method Man page
plot,OutlierPCOut,missing-method Man page
PredictSimca-class Man page
predict,Simca-method Man page
PredictSosDisc-class Man page
predict, SosDisc-method Man page
RSimca Man page
RSimca-class Man page
RSimca.default Man page
RSimca.formula Man page
show,Outlier-method Man page
show,PredictSimca-method Man page
show,PredictSosDisc-method Man page
show,Simca-method Man page
show, SosDisc-method Man page
show,SummarySimca-method Man page
show,SummarySosDisc-method Man page
Simca-class Man page
soil Man page
SosDisc-class Man page
SosDiscClassic-class Man page
SosDiscRobust Man page
SosDiscRobust-class Man page
SosDiscRobust.default Man page
SosDiscRobust.formula Man page
SPcaGrid Man page
SPcaGrid-class Man page
SPcaGrid.default Man page
SPcaGrid.formula Man page
SummarySimca-class Man page
summary,Simca-method Man page
SummarySosDisc-class Man page
summary, SosDisc-method Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.