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rrcov (version 0.4-08)
Scalable Robust Estimators with High Breakdown Point
Description
Robust Location and Scatter Estimation and Robust Multivariate Analysis with High Breakdown Point.
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Install
install.packages('rrcov')
Monthly Downloads
29,031
Version
0.4-08
License
GPL (>= 2)
Maintainer
Valentin Todorov
Last Published
April 22nd, 2025
Functions in rrcov (0.4-08)
Search all functions
PcaGrid
Robust Principal Components based on Projection Pursuit (PP): GRID search Algorithm
Wilks.test
Classical and Robust One-way MANOVA: Wilks Lambda
CovOgk
Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK)
SummaryLda-class
Class "SummaryLda" - summary of "Lda" objects
fish
Fish Catch Data Set
estimate-methods
Methods for Function estimate in Package 'rrcov'
CovMve
Robust Location and Scatter Estimation via MVE
SummaryCovRobust-class
Class "SummaryCovRobust" - summary of "CovRobust" objects
Lda-class
Class "Lda" - virtual base class for all classic and robust LDA classes
Cascades
Annual precipitation totals for the North Cascades region
getCenter-methods
Accessor methods to the essential slots of Cov and its subclasses
PcaProj-class
Class "Pcaproj" - Robust PCA using PP - Croux and Ruiz-Gazen (2005) algorithm
CovMest
Constrained M-Estimates of Location and Scatter
CovControlMest
Constructor function for objects of class "CovControlMest"
CovControlMcd
Constructor function for objects of class "CovControlMcd"
CovOgk-class
OGK Estimates of Multivariate Location and Scatter
CovControlOgk-class
Class 'CovControlOgk' - contains control parameters for CovOgk
Appalachia
Annual maximum streamflow in central Appalachia
LdaClassic
Linear Discriminant Analysis
CovSest-class
S Estimates of Multivariate Location and Scatter
CovControlOgk
Constructor function for objects of class "CovControlOgk"
salmon
Salmon data
CovClassic-class
Class "CovClassic" - classical estimates of multivariate location and scatter
un86
United Nations Data - 1986
PredictLda-class
Class "PredictLda" - prediction of "Lda" objects
CovControlMve-class
Class 'CovControlMve' - contains control parameters for CovMve
SummaryPca-class
Class "SummaryPca" - summary of "Pca" objects
PcaProj
Robust Principal Components based on Projection Pursuit (PP): Croux and Ruiz-Gazen (2005) algorithm
CovClassic
Classical Estimates of Multivariate Location and Scatter
PcaCov-class
Class "PcaCov" - Robust PCA based on a robust covariance matrix
CovControlSest-class
Class 'CovControlSest' - contains control parameters for "CovSest"
CovSest
S Estimates of Multivariate Location and Scatter
PcaCov
Robust PCA based on a robust covariance matrix
CovMcd
Robust Location and Scatter Estimation via MCD
PcaRobust-class
Class "PcaRobust" is a virtual base class for all robust PCA classes
PcaGrid-class
Class "Pcaproj" - Robust PCA using PP - GRID search Algorithm
PcaHubert-class
Class "PcaHubert" - ROBust method for Principal Components Analysis
Cov-class
Class "Cov" - a base class for estimates of multivariate location and scatter
bus
Automatic vehicle recognition data
CovMve-class
MVE Estimates of Multivariate Location and Scatter
lmom32
Hosking and Wallis Data Set, Table 3.2
LdaRobust-class
Class "LdaRobust" is a virtual base class for all robust LDA classes
CovControlMve
Constructor function for objects of class "CovControlMve"
bushmiss
Campbell Bushfire Data with added missing data items
CovControl-class
Class "CovControl" is a VIRTUAL base control class
CovRobust-class
Class "CovRobust" - virtual base class for robust estimates of multivariate location and scatter
LdaClassic-class
Class "LdaClassic" - Linear Discriminant Analysis
CovMest-class
Constrained M-estimates of Multivariate Location and Scatter
CovControlMest-class
Class 'CovControlMest' - contains control parameters for "CovMest"
Linda
Robust Linear Discriminant Analysis
T2.test
Robust Hotelling T2 test
CovControlMcd-class
Class 'CovControlMcd' - contains control parameters for CovMcd
PcaClassic-class
Class "PcaClassic" - Principal Components Analysis
PcaLocantore
Spherical Principal Components
PcaLocantore-class
Class "PcaLocantore" Spherical Principal Components
PcaClassic
Principal Components Analysis
plot-methods
Methods for Function 'plot' in Package 'rrcov'
Pca-class
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
CovControlSest
Constructor function for objects of class "CovControlSest"
SummaryCov-class
Class "SummaryCov" - summary of "Cov" objects
lmom33
Hosking and Wallis Data Set, Table 3.3
maryo
Marona and Yohai Artificial Data
CovMcd-class
MCD Estimates of Multivariate Location and Scatter
Linda-class
Class "Linda" - Robust method for LINear Discriminant Analysis
PcaHubert
ROBPCA - ROBust method for Principal Components Analysis
rrcov.control
Control object for the estimation parameters
hemophilia
Hemophilia Data
CovRobust
Robust Location and Scatter Estimation
OsloTransect
Oslo Transect Data
