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rrcov (version 0.4-01)
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
26,400
Version
0.4-01
License
GPL version 2 or later
Maintainer
Valentin Todorov
Last Published
April 22nd, 2025
Functions in rrcov (0.4-01)
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fish
Fish Catch Data Set
Appalachia
Annual maximum streamflow in central Appalachia
SummaryCovRobust-class
Class "SummaryCovRobust" - summary of "CovRobust" objects
CovMcd
Robust Location and Scatter Estimation via MCD
Cov
Classical Estimates of Multivariate Location and Scatter
CovControlOgk
Constructor function for objects of class "CovControlOgk"
Robpca-class
Class "Robpca" - ROBust method for Principal Components Analysis
Cascades
Annual precipitation totals for the North Cascades region
CovControlMest
Constructor function for objects of class "CovControlMest"
Robpca
ROBPCA - ROBust method for Principal Components Analysis
CovControlMcd
Constructor function for objects of class "CovControlMcd"
Cov-class
Class "Cov" - a base class for estimates of multivariate location and scatter
PcaRobust-class
Class "PcaRobust" virtual base class for all robust PCA classes
CovOgk-class
OGK Estimates of Multivariate Location and Scatter
plot-methods
Methods for Function 'plot' in Package 'rrcov'
maryo
Marona and Yohai Artificial Data
lmom32
Hosking and Wallis Data Set, Table 3.2
CovMest-class
Constrained M-estimates of Multivariate Location and Scatter
CovControl-class
Class "CovControl" is a VIRTUAL base control class
Pca-class
Class "Pca" - virtual base class for all classic and robust PCA classes
CovOgk
Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK)
hemophilia
Hemophilia Data
PcaClassic
Principal Components Analysis
getCenter-methods
Accessor methods to the essential slots of Cov and its subclasses
CovControlOgk-class
Class 'CovControlOgk' - contains control parameters for CovOgk
CovControlMest-class
Class 'CovControlMest' - contains control parameters for "CovMest"
Wilks.test
Classical and Robust One-way MANOVA: Wilks Lambda
SummaryCov-class
Class "SummaryCov" - summary of "Cov" objects
CovControlMcd-class
Class 'CovControlMcd' - contains control parameters for CovMcd
CovRobust-class
Class "CovRobust" - virtual base class for robust estimates of multivariate location and scatter
lmom33
Hosking and Wallis Data Set, Table 3.3
getLoadings-methods
Accessor methods to the essential slots of Pca and its subclasses
T2.test
Robust Hotelling T2 test
PcaClassic-class
Class "PcaClassic" - Principal Components Analysis
covMest
Constrained M-Estimates of Location and Scatter
CovMcd-class
MCD Estimates of Multivariate Location and Scatter
estimate-methods
Methods for Function estimate in Package 'rrcov'
rrcov.control
Control object for the estimation parameters