Rdocumentation
powered by
Learn R Programming
⚠️
There's a newer version (1.7-7) of this package.
Take me there.
rrcov (version 1.4-3)
Scalable Robust Estimators with High Breakdown Point
Description
Robust Location and Scatter Estimation and Robust Multivariate Analysis with High Breakdown Point.
Copy Link
Link to current version
Version
Version
1.7-7
1.7-6
1.7-5
1.7-4
1.7-3
1.7-2
1.7-1
1.7-0
1.6-2
1.6-1
1.6-0
1.5-5
1.5-2
1.4-9
1.4-7
1.4-4
1.4-3
1.3-11
1.3-8
1.3-4
1.3-3
1.3-02
1.3-01
1.3-00
1.2-01
1.1-00
1.0-01
1.0-00
0.5-02
0.5-01
0.4-08
0.4-07
0.4-06
0.4-05
0.4-03
0.4-01
0.3-07
0.3-06
0.3-05
0.3-04
0.3-03
0.3-02
0.3-01
0.2-13
0.2-11
0.2-10
0.2-9
0.2-8
0.2-7
0.2-6
0.2-5
0.2-3
0.2-2
0.2-1
Install
install.packages('rrcov')
Monthly Downloads
39,092
Version
1.4-3
License
GPL (>= 2)
Maintainer
Valentin Todorov
Last Published
September 6th, 2016
Functions in rrcov (1.4-3)
Search all functions
biplot-methods
Biplot for Principal Components (objects of class 'Pca')
CovControlMcd-class
Class 'CovControlMcd' - contains control parameters for CovMcd
bus
Automatic vehicle recognition data
Cov-class
Class "Cov" -- a base class for estimates of multivariate location and scatter
bushmiss
Campbell Bushfire Data with added missing data items
Appalachia
Annual maximum streamflow in central Appalachia
CovClassic-class
Class "CovClassic" - classical estimates of multivariate location and scatter
CovControl-class
Class "CovControl" is a VIRTUAL base control class
Cascades
Annual precipitation totals for the North Cascades region
CovClassic
Classical Estimates of Multivariate Location and Scatter
CovControlMve
Constructor function for objects of class "CovControlMve"
CovControlMcd
Constructor function for objects of class "CovControlMcd"
CovControlMMest
Constructor function for objects of class "CovControlMMest"
CovControlSde-class
Class 'CovControlSde' - contains control parameters for "CovSde"
CovControlMve-class
Class 'CovControlMve' - contains control parameters for CovMve
CovControlOgk
Constructor function for objects of class "CovControlOgk"
CovControlMest
Constructor function for objects of class "CovControlMest"
CovControlMest-class
Class 'CovControlMest' - contains control parameters for "CovMest"
CovControlMMest-class
Class 'CovControlMMest' - contains control parameters for "CovMMest"
CovControlSde
Constructor function for objects of class "CovControlSde"
covMest
Constrained M-Estimates of Location and Scatter
CovMMest-class
MM Estimates of Multivariate Location and Scatter
CovMcd
Robust Location and Scatter Estimation via MCD
CovControlSest
Constructor function for objects of class "CovControlSest"
CovControlSest-class
Class 'CovControlSest' - contains control parameters for "CovSest"
CovMMest
MM Estimates of Multivariate Location and Scatter
CovMcd-class
MCD Estimates of Multivariate Location and Scatter
restimate-methods
Methods for Function estimate in Package 'rrcov'
CovOgk
Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK)
CovRobust
Robust Location and Scatter Estimation
CovMve-class
MVE Estimates of Multivariate Location and Scatter
CovOgk-class
OGK Estimates of Multivariate Location and Scatter
CovSde-class
Stahel-Donoho Estimates of Multivariate Location and Scatter
CovSest
S Estimates of Multivariate Location and Scatter
CovMve
Robust Location and Scatter Estimation via MVE
CovSde
Stahel-Donoho Estimates of Multivariate Location and Scatter
fish
Fish Catch Data Set
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
LdaRobust-class
Class "LdaRobust" is a virtual base class for all robust LDA classes
hemophilia
Hemophilia Data
LdaPP
Robust Linear Discriminant Analysis by Projection Pursuit
Linda-class
Class "Linda" - Robust method for LINear Discriminant Analysis
CovControlOgk-class
Class 'CovControlOgk' - contains control parameters for CovOgk
LdaPP-class
Class "LdaPP" - Robust method for Linear Discriminant Analysis by Projection-pursuit
getCenter-methods
Accessor methods to the essential slots of Cov and its subclasses
maryo
Marona and Yohai Artificial Data
Linda
Robust Linear Discriminant Analysis
OsloTransect
Oslo Transect Data
PcaCov-class
Class "PcaCov" - Robust PCA based on a robust covariance matrix
PcaClassic
Principal Components Analysis
PcaRobust-class
Class "PcaRobust" is a virtual base class for all robust PCA classes
pca.scoreplot
Score plot for Principal Components (objects of class 'Pca')
CovMest-class
Constrained M-estimates of Multivariate Location and Scatter
plot-methods
Methods for Function 'plot' in Package 'rrcov'
PcaClassic-class
Class "PcaClassic" - Principal Components Analysis
PcaLocantore
Spherical Principal Components
PcaLocantore-class
Class "PcaLocantore" Spherical Principal Components
rice
Rice taste data
QdaRobust-class
Class "QdaRobust" is a virtual base class for all robust QDA classes
pottery
Archaic Greek Pottery data
CovSest-class
S Estimates of Multivariate Location and Scatter
PredictLda-class
Class "PredictLda" - prediction of "Lda" objects
salmon
Salmon data
rrcov-utils
Different utility functions to be used in rrcov and packages depending on rrcov
wages
Wages and Hours
lmom32
Hosking and Wallis Data Set, Table 3.2
Wilks.test
Classical and Robust One-way MANOVA: Wilks Lambda
Qda-class
Class "Qda" - virtual base class for all classic and robust QDA classes
PcaCov
Robust PCA based on a robust covariance matrix
lmom33
Hosking and Wallis Data Set, Table 3.3
PredictQda-class
Class "PredictQda" - prediction of "Qda" objects
PcaGrid-class
Class "PcaGrid" - Robust PCA using PP - GRID search Algorithm
isSingular-methods
Check if a covariance matrix (object of class 'Cov') is singular
SummaryQda-class
Class "SummaryQda" - summary of "Qda" objects
SummaryPca-class
Class "SummaryPca" - summary of "Pca" objects
T2.test
Robust Hotelling T2 test
un86
United Nations Data - 1986
PcaProj-class
Class "PcaProj" - Robust PCA using PP - Croux and Ruiz-Gazen (2005) algorithm
PcaProj
Robust Principal Components based on Projection Pursuit (PP): Croux and Ruiz-Gazen (2005) algorithm
QdaCov
Robust Quadratic Discriminant Analysis
QdaCov-class
Class "QdaCov" - Robust methods for Quadratic Discriminant Analysis
pca.distances
Compute score and orthogonal distances for Principal Components (objects of class 'Pca')
Pca-class
Class "Pca" - virtual base class for all classic and robust PCA classes
SummaryCovRobust-class
Class "SummaryCovRobust" - summary of "CovRobust" objects
SummaryLda-class
Class "SummaryLda" - summary of "Lda" objects
PcaHubert-class
Class "PcaHubert" - ROBust method for Principal Components Analysis
PcaGrid
Robust Principal Components based on Projection Pursuit (PP): GRID search Algorithm
QdaClassic-class
Class "QdaClassic" - Quadratic Discriminant Analysis
scorePlot-methods
Score plot for Principal Components (objects of class 'Pca')
QdaClassic
Quadratic Discriminant Analysis
SummaryCov-class
Class "SummaryCov" - summary of "Cov" objects
CovRobust-class
Class "CovRobust" - virtual base class for robust estimates of multivariate location and scatter
CovMest
Constrained M-Estimates of Location and Scatter
PcaHubert
ROBPCA - ROBust method for Principal Components Analysis
getLoadings-methods
Accessor methods to the essential slots of Pca and its subclasses