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rrcov (version 1.3-4)
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
23,331
Version
1.3-4
License
GPL (>= 2)
Maintainer
Valentin Todorov
Last Published
August 26th, 2013
Functions in rrcov (1.3-4)
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CovControlMve
Constructor function for objects of class "CovControlMve"
Linda
Robust Linear Discriminant Analysis
Cascades
Annual precipitation totals for the North Cascades region
pottery
Archaic Greek Pottery data
CovControlSde-class
Class 'CovControlSde' - contains control parameters for "CovSde"
PcaProj-class
Class "PcaProj" - Robust PCA using PP - Croux and Ruiz-Gazen (2005) algorithm
CovOgk-class
OGK Estimates of Multivariate Location and Scatter
Linda-class
Class "Linda" - Robust method for LINear Discriminant Analysis
LdaClassic-class
Class "LdaClassic" - Linear Discriminant Analysis
CovSde
Stahel-Donoho Estimates of Multivariate Location and Scatter
CovSest
S Estimates of Multivariate Location and Scatter
OsloTransect
Oslo Transect Data
CovMest-class
Constrained M-estimates of Multivariate Location and Scatter
CovMMest
MM Estimates of Multivariate Location and Scatter
SummaryQda-class
Class "SummaryQda" - summary of "Qda" objects
PcaProj
Robust Principal Components based on Projection Pursuit (PP): Croux and Ruiz-Gazen (2005) algorithm
CovSde-class
Stahel-Donoho Estimates of Multivariate Location and Scatter
lmom33
Hosking and Wallis Data Set, Table 3.3
CovMMest-class
MM Estimates of Multivariate Location and Scatter
PcaHubert-class
Class "PcaHubert" - ROBust method for Principal Components Analysis
CovControlMMest-class
Class 'CovControlMMest' - contains control parameters for "CovMMest"
CovMve
Robust Location and Scatter Estimation via MVE
QdaCov
Robust Quadratic Discriminant Analysis
CovControlMcd-class
Class 'CovControlMcd' - contains control parameters for CovMcd
CovControlMest-class
Class 'CovControlMest' - contains control parameters for "CovMest"
QdaRobust-class
Class "QdaRobust" is a virtual base class for all robust QDA classes
CovControlSest
Constructor function for objects of class "CovControlSest"
PcaClassic
Principal Components Analysis
LdaPP
Robust Linear Discriminant Analysis by Projection Pursuit
CovMcd
Robust Location and Scatter Estimation via MCD
Cov-class
Class "Cov" -- a base class for estimates of multivariate location and scatter
CovClassic
Classical Estimates of Multivariate Location and Scatter
Lda-class
Class "Lda" - virtual base class for all classic and robust LDA classes
SummaryLda-class
Class "SummaryLda" - summary of "Lda" objects
SummaryCov-class
Class "SummaryCov" - summary of "Cov" objects
hemophilia
Hemophilia Data
QdaClassic-class
Class "QdaClassic" - Quadratic Discriminant Analysis
PredictQda-class
Class "PredictQda" - prediction of "Qda" objects
fish
Fish Catch Data Set
LdaClassic
Linear Discriminant Analysis
CovMcd-class
MCD Estimates of Multivariate Location and Scatter
CovControl-class
Class "CovControl" is a VIRTUAL base control class
CovOgk
Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK)
rwiot-utils
Different utility functions to be used in rrcov and packages depending on rrcov
scorePlot-methods
Score plot for Principal Components (objects of class 'Pca')
CovControlSde
Constructor function for objects of class "CovControlSde"
CovControlMve-class
Class 'CovControlMve' - contains control parameters for CovMve
CovControlOgk
Constructor function for objects of class "CovControlOgk"
PcaGrid-class
Class "PcaGrid" - Robust PCA using PP - GRID search Algorithm
biplot-methods
Biplot for Principal Components (objects of class 'Pca')
CovControlMest
Constructor function for objects of class "CovControlMest"
PcaGrid
Robust Principal Components based on Projection Pursuit (PP): GRID search Algorithm
SummaryCovRobust-class
Class "SummaryCovRobust" - summary of "CovRobust" objects
covMest
Constrained M-Estimates of Location and Scatter
QdaCov-class
Class "QdaCov" - Robust methods for Quadratic Discriminant Analysis
CovControlOgk-class
Class 'CovControlOgk' - contains control parameters for CovOgk
CovControlSest-class
Class 'CovControlSest' - contains control parameters for "CovSest"
Qda-class
Class "Qda" - virtual base class for all classic and robust QDA classes
getCenter-methods
Accessor methods to the essential slots of Cov and its subclasses
salmon
Salmon data
CovRobust-class
Class "CovRobust" - virtual base class for robust estimates of multivariate location and scatter
PcaLocantore-class
Class "PcaLocantore" Spherical Principal Components
pca.scoreplot
Score plot for Principal Components (objects of class 'Pca')
lmom32
Hosking and Wallis Data Set, Table 3.2
bus
Automatic vehicle recognition data
Pca-class
Class "Pca" - virtual base class for all classic and robust PCA classes
plot-methods
Methods for Function 'plot' in Package 'rrcov'
Appalachia
Annual maximum streamflow in central Appalachia
CovSest-class
S Estimates of Multivariate Location and Scatter
LdaRobust-class
Class "LdaRobust" is a virtual base class for all robust LDA classes
CovClassic-class
Class "CovClassic" - classical estimates of multivariate location and scatter
T2.test
Robust Hotelling T2 test
PcaHubert
ROBPCA - ROBust method for Principal Components Analysis
Wilks.test
Classical and Robust One-way MANOVA: Wilks Lambda
un86
United Nations Data - 1986
CovControlMMest
Constructor function for objects of class "CovControlMMest"
getLoadings-methods
Accessor methods to the essential slots of Pca and its subclasses
isSingular-methods
Check if a covariance matrix (object of class 'Cov') is singular
PcaCov
Robust PCA based on a robust covariance matrix
PcaCov-class
Class "PcaCov" - Robust PCA based on a robust covariance matrix
SummaryPca-class
Class "SummaryPca" - summary of "Pca" objects
pca.distances
Compute score and orthogonal distances for Principal Components (objects of class 'Pca')
rrcov.control
Control object for the estimation parameters
restimate-methods
Methods for Function estimate in Package 'rrcov'
PcaClassic-class
Class "PcaClassic" - Principal Components Analysis
bushmiss
Campbell Bushfire Data with added missing data items
maryo
Marona and Yohai Artificial Data
PredictLda-class
Class "PredictLda" - prediction of "Lda" objects
rice
Rice taste data
CovRobust
Robust Location and Scatter Estimation
PcaRobust-class
Class "PcaRobust" is a virtual base class for all robust PCA classes
wages
Wages and Hours
CovMve-class
MVE Estimates of Multivariate Location and Scatter
CovControlMcd
Constructor function for objects of class "CovControlMcd"
LdaPP-class
Class "LdaPP" - Robust method for Linear Discriminant Analysis by Projection-pursuit
PcaLocantore
Spherical Principal Components
QdaClassic
Quadratic Discriminant Analysis