Scalable Robust Estimators with High Breakdown Point


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Documentation for package ‘rrcov’ version 0.5-01

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A B C F G H I L M O P Q R S T U W

-- A --

Appalachia Annual maximum streamflow in central Appalachia

-- B --

biplot Class "Pca" - virtual base class for all classic and robust PCA classes
biplot,Pca-method Class "Pca" - virtual base class for all classic and robust PCA classes
bus Automatic vehicle recognition data
bushmiss Campbell Bushfire Data with added missing data items

-- C --

Cascades Annual precipitation totals for the North Cascades region
Cov Classical Estimates of Multivariate Location and Scatter
Cov-class Class "Cov" - a base class for estimates of multivariate location and scatter
CovClassic Classical Estimates of Multivariate Location and Scatter
CovClassic-class Class "CovClassic" - classical estimates of multivariate location and scatter
CovControl-class Class "CovControl" is a VIRTUAL base control class
CovControlMcd Constructor function for objects of class "CovControlMcd"
CovControlMcd-class Class 'CovControlMcd' - contains control parameters for CovMcd
CovControlMest Constructor function for objects of class "CovControlMest"
CovControlMest-class Class 'CovControlMest' - contains control parameters for "CovMest"
CovControlMve Constructor function for objects of class "CovControlMve"
CovControlMve-class Class 'CovControlMve' - contains control parameters for CovMve
CovControlOgk Constructor function for objects of class "CovControlOgk"
CovControlOgk-class Class 'CovControlOgk' - contains control parameters for CovOgk
CovControlSde Constructor function for objects of class "CovControlSde"
CovControlSde-class Class 'CovControlSde' - contains control parameters for "CovSde"
CovControlSest Constructor function for objects of class "CovControlSest"
CovControlSest-class Class 'CovControlSest' - contains control parameters for "CovSest"
CovMcd Robust Location and Scatter Estimation via MCD
CovMcd-class MCD Estimates of Multivariate Location and Scatter
CovMest Constrained M-Estimates of Location and Scatter
covMest Constrained M-Estimates of Location and Scatter
CovMest-class Constrained M-estimates of Multivariate Location and Scatter
CovMve Robust Location and Scatter Estimation via MVE
CovMve-class MVE Estimates of Multivariate Location and Scatter
CovOgk Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK)
CovOgk-class OGK Estimates of Multivariate Location and Scatter
CovRobust Robust Location and Scatter Estimation
CovRobust-class Class "CovRobust" - virtual base class for robust estimates of multivariate location and scatter
CovSde Stahel-Donoho Estimates of Multivariate Location and Scatter
CovSde-class Stahel-Donoho Estimates of Multivariate Location and Scatter
CovSest S Estimates of Multivariate Location and Scatter
CovSest-class S Estimates of Multivariate Location and Scatter

-- F --

fish Fish Catch Data Set

-- G --

getCenter Accessor methods to the essential slots of Cov and its subclasses
getCenter,Cov-method Class "Cov" - a base class for estimates of multivariate location and scatter
getCenter,Pca-method Class "Pca" - virtual base class for all classic and robust PCA classes
getCenter,SummaryCov-method Class "SummaryCov" - summary of "Cov" objects
getCenter-method Class "Cov" - a base class for estimates of multivariate location and scatter
getCenter-methods Accessor methods to the essential slots of Cov and its subclasses
getCorr Accessor methods to the essential slots of Cov and its subclasses
getCorr,Cov-method Class "Cov" - a base class for estimates of multivariate location and scatter
getCorr-methods Accessor methods to the essential slots of Cov and its subclasses
getCov Accessor methods to the essential slots of Cov and its subclasses
getCov,Cov-method Class "Cov" - a base class for estimates of multivariate location and scatter
getCov,SummaryCov-method Class "SummaryCov" - summary of "Cov" objects
getCov-methods Accessor methods to the essential slots of Cov and its subclasses
getData Accessor methods to the essential slots of Cov and its subclasses
getData,Cov-method Class "Cov" - a base class for estimates of multivariate location and scatter
getData-methods Accessor methods to the essential slots of Cov and its subclasses
getDistance Accessor methods to the essential slots of Cov and its subclasses
getDistance,Cov-method Class "Cov" - a base class for estimates of multivariate location and scatter
getDistance,SummaryCov-method Class "SummaryCov" - summary of "Cov" objects
getDistance-methods Accessor methods to the essential slots of Cov and its subclasses
getEigenvalues Accessor methods to the essential slots of Pca and its subclasses
getEigenvalues,methods Accessor methods to the essential slots of Pca and its subclasses
getEigenvalues,Pca-method Class "Pca" - virtual base class for all classic and robust PCA classes
getEvals Accessor methods to the essential slots of Cov and its subclasses
getEvals,Cov-method Class "Cov" - a base class for estimates of multivariate location and scatter
getEvals,SummaryCov-method Class "SummaryCov" - summary of "Cov" objects
getEvals-methods Accessor methods to the essential slots of Cov and its subclasses
getLoadings Accessor methods to the essential slots of Pca and its subclasses
getLoadings,Pca-method Class "Pca" - virtual base class for all classic and robust PCA classes
getLoadings-methods Accessor methods to the essential slots of Pca and its subclasses
getMeth Accessor methods to the essential slots of Cov and its subclasses
getMeth,CovRobust-method Class "CovRobust" - virtual base class for robust estimates of multivariate location and scatter
getMeth-methods Accessor methods to the essential slots of Cov and its subclasses
getPrcomp Accessor methods to the essential slots of Pca and its subclasses
getPrcomp,methods Accessor methods to the essential slots of Pca and its subclasses
getPrcomp,Pca-method Class "Pca" - virtual base class for all classic and robust PCA classes
getQuan Accessor methods to the essential slots of Pca and its subclasses
getQuan,methods Accessor methods to the essential slots of Pca and its subclasses
getQuan,PcaClassic-method Class "PcaClassic" - Principal Components Analysis
getQuan,PcaCov-method Class "PcaCov" - Robust PCA based on a robust covariance matrix
getQuan,PcaGrid-method Class "Pcaproj" - Robust PCA using PP - GRID search Algorithm
getQuan,PcaHubert-method Class "PcaHubert" - ROBust method for Principal Components Analysis
getQuan,PcaLocantore-method Class "PcaLocantore" Spherical Principal Components
getQuan,PcaProj-method Class "Pcaproj" - Robust PCA using PP - Croux and Ruiz-Gazen (2005) algorithm
getScores Accessor methods to the essential slots of Pca and its subclasses
getScores,methods Accessor methods to the essential slots of Pca and its subclasses
getScores,Pca-method Class "Pca" - virtual base class for all classic and robust PCA classes
getSdev Accessor methods to the essential slots of Pca and its subclasses
getSdev,methods Accessor methods to the essential slots of Pca and its subclasses
getSdev,Pca-method Class "Pca" - virtual base class for all classic and robust PCA classes

-- H --

hemophilia Hemophilia Data

-- I --

isClassic Accessor methods to the essential slots of Cov and its subclasses
isClassic,Cov-method Class "Cov" - a base class for estimates of multivariate location and scatter
isClassic,CovRobust-method Class "CovRobust" - virtual base class for robust estimates of multivariate location and scatter
isClassic,method Class "Cov" - a base class for estimates of multivariate location and scatter
isClassic,SummaryCov-method Class "SummaryCov" - summary of "Cov" objects
isClassic,SummaryCovRobust-method Class "SummaryCovRobust" - summary of "CovRobust" objects
isClassic-methods Accessor methods to the essential slots of Cov and its subclasses

-- L --

Lda-class Class "Lda" - virtual base class for all classic and robust LDA classes
LdaClassic Linear Discriminant Analysis
LdaClassic-class Class "LdaClassic" - Linear Discriminant Analysis
LdaClassic.default Linear Discriminant Analysis
LdaClassic.formula Linear Discriminant Analysis
LdaRobust-class Class "LdaRobust" is a virtual base class for all robust LDA classes
Linda Robust Linear Discriminant Analysis
Linda-class Class "Linda" - Robust method for LINear Discriminant Analysis
Linda.default Robust Linear Discriminant Analysis
Linda.formula Robust Linear Discriminant Analysis
lmom32 Hosking and Wallis Data Set, Table 3.2
lmom33 Hosking and Wallis Data Set, Table 3.3

-- M --

maryo Marona and Yohai Artificial Data
model.frame.Wilks.test Classical and Robust One-way MANOVA: Wilks Lambda

-- O --

OsloTransect Oslo Transect Data

-- P --

Pca-class Class "Pca" - virtual base class for all classic and robust PCA classes
PcaClassic Principal Components Analysis
PcaClassic-class Class "PcaClassic" - Principal Components Analysis
PcaClassic.default Principal Components Analysis
PcaClassic.formula Principal Components Analysis
PcaCov Robust PCA based on a robust covariance matrix
PcaCov-class Class "PcaCov" - Robust PCA based on a robust covariance matrix
PcaCov.default Robust PCA based on a robust covariance matrix
PcaCov.formula Robust PCA based on a robust covariance matrix
PcaGrid Robust Principal Components based on Projection Pursuit (PP): GRID search Algorithm
PcaGrid-class Class "Pcaproj" - Robust PCA using PP - GRID search Algorithm
PcaGrid.default Robust Principal Components based on Projection Pursuit (PP): GRID search Algorithm
PcaGrid.formula Robust Principal Components based on Projection Pursuit (PP): GRID search Algorithm
PcaHubert ROBPCA - ROBust method for Principal Components Analysis
PcaHubert-class Class "PcaHubert" - ROBust method for Principal Components Analysis
PcaHubert.default ROBPCA - ROBust method for Principal Components Analysis
PcaHubert.formula ROBPCA - ROBust method for Principal Components Analysis
PcaLocantore Spherical Principal Components
PcaLocantore-class Class "PcaLocantore" Spherical Principal Components
PcaLocantore.default Spherical Principal Components
PcaLocantore.formula Spherical Principal Components
PcaProj Robust Principal Components based on Projection Pursuit (PP): Croux and Ruiz-Gazen (2005) algorithm
PcaProj-class Class "Pcaproj" - Robust PCA using PP - Croux and Ruiz-Gazen (2005) algorithm
PcaProj.default Robust Principal Components based on Projection Pursuit (PP): Croux and Ruiz-Gazen (2005) algorithm
PcaProj.formula Robust Principal Components based on Projection Pursuit (PP): Croux and Ruiz-Gazen (2005) algorithm
PcaRobust-class Class "PcaRobust" is a virtual base class for all robust PCA classes
plot Class "Pca" - virtual base class for all classic and robust PCA classes
plot,CovClassic,missing-method Methods for Function 'plot' in Package 'rrcov'
plot,CovClassic-method Methods for Function 'plot' in Package 'rrcov'
plot,CovRobust,missing-method Methods for Function 'plot' in Package 'rrcov'
plot,CovRobust-method Methods for Function 'plot' in Package 'rrcov'
plot,Pca,missing-method Class "Pca" - virtual base class for all classic and robust PCA classes
plot-methods Methods for Function 'plot' in Package 'rrcov'
predict Class "Pca" - virtual base class for all classic and robust PCA classes
predict,Lda-method Class "Lda" - virtual base class for all classic and robust LDA classes
predict,Pca-method Class "Pca" - virtual base class for all classic and robust PCA classes
predict,Qda-method Class "Qda" - virtual base class for all classic and robust QDA classes
PredictLda-class Class "PredictLda" - prediction of "Lda" objects
PredictQda-class Class "PredictQda" - prediction of "Qda" objects
print,Pca-method Class "Pca" - virtual base class for all classic and robust PCA classes

-- Q --

Qda-class Class "Qda" - virtual base class for all classic and robust QDA classes
QdaClassic Quadratic Discriminant Analysis
QdaClassic-class Class "QdaClassic" - Quadratic Discriminant Analysis
QdaClassic.default Quadratic Discriminant Analysis
QdaClassic.formula Quadratic Discriminant Analysis
QdaCov Robust Quadratic Discriminant Analysis
QdaCov-class Class "QdaCov" - Robust methods for Quadratic Discriminant Analysis
QdaCov.default Robust Quadratic Discriminant Analysis
QdaCov.formula Robust Quadratic Discriminant Analysis
QdaRobust-class Class "QdaRobust" is a virtual base class for all robust QDA classes

-- R --

restimate Methods for Function estimate in Package 'rrcov'
restimate,CovControlMcd-method Class 'CovControlMcd' - contains control parameters for CovMcd
restimate,CovControlMest-method Methods for Function estimate in Package 'rrcov'
restimate,CovControlMve-method Class 'CovControlMve' - contains control parameters for CovMve
restimate,CovControlOgk-method Class 'CovControlOgk' - contains control parameters for CovOgk
restimate,CovControlSde-method Class 'CovControlSde' - contains control parameters for "CovSde"
restimate,CovControlSest-method Class 'CovControlSest' - contains control parameters for "CovSest"
restimate-methods Methods for Function estimate in Package 'rrcov'
rrcov.control Control object for the estimation parameters

-- S --

salmon Salmon data
screeplot Class "Pca" - virtual base class for all classic and robust PCA classes
screeplot,Pca-method Class "Pca" - virtual base class for all classic and robust PCA classes
show,Cov-method Class "Cov" - a base class for estimates of multivariate location and scatter
show,CovRobust-method Class "CovRobust" - virtual base class for robust estimates of multivariate location and scatter
show,Lda-method Class "Lda" - virtual base class for all classic and robust LDA classes
show,Pca-method Class "Pca" - virtual base class for all classic and robust PCA classes
show,PredictLda-method Class "PredictLda" - prediction of "Lda" objects
show,PredictQda-method Class "PredictQda" - prediction of "Qda" objects
show,Qda-method Class "Qda" - virtual base class for all classic and robust QDA classes
show,SummaryCov-method Class "SummaryCov" - summary of "Cov" objects
show,SummaryCovRobust-method Class "SummaryCovRobust" - summary of "CovRobust" objects
show,SummaryLda-method Class "SummaryLda" - summary of "Lda" objects
show,SummaryPca-method Class "SummaryPca" - summary of "Pca" objects
show,SummaryQda-method Class "SummaryQda" - summary of "Qda" objects
summary,Cov-method Class "Cov" - a base class for estimates of multivariate location and scatter
summary,CovRobust-method Class "CovRobust" - virtual base class for robust estimates of multivariate location and scatter
summary,Lda-method Class "Lda" - virtual base class for all classic and robust LDA classes
summary,Pca-method Class "Pca" - virtual base class for all classic and robust PCA classes
summary,Qda-method Class "Qda" - virtual base class for all classic and robust QDA classes
SummaryCov-class Class "SummaryCov" - summary of "Cov" objects
SummaryCovRobust-class Class "SummaryCovRobust" - summary of "CovRobust" objects
SummaryLda-class Class "SummaryLda" - summary of "Lda" objects
SummaryPca-class Class "SummaryPca" - summary of "Pca" objects
SummaryQda-class Class "SummaryQda" - summary of "Qda" objects

-- T --

T2.test Robust Hotelling T2 test

-- U --

un86 United Nations Data - 1986

-- W --

Wilks.test Classical and Robust One-way MANOVA: Wilks Lambda