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rrcov (version 1.3-8)
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
1.3-8
License
GPL (>= 2)
Maintainer
Valentin Todorov
Last Published
December 2nd, 2014
Functions in rrcov (1.3-8)
Search all functions
biplot-methods
Biplot for Principal Components (objects of class 'Pca')
fish
Fish Catch Data Set
CovControlMMest
Constructor function for objects of class "CovControlMMest"
CovControlMest-class
Class 'CovControlMest' - contains control parameters for "CovMest"
Cascades
Annual precipitation totals for the North Cascades region
CovControlMMest-class
Class 'CovControlMMest' - contains control parameters for "CovMMest"
SummaryQda-class
Class "SummaryQda" - summary of "Qda" objects
CovMMest
MM Estimates of Multivariate Location and Scatter
CovClassic-class
Class "CovClassic" - classical estimates of multivariate location and scatter
CovRobust-class
Class "CovRobust" - virtual base class for robust 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
CovMcd-class
MCD Estimates of Multivariate Location and Scatter
CovControlSest-class
Class 'CovControlSest' - contains control parameters for "CovSest"
CovControlMcd-class
Class 'CovControlMcd' - contains control parameters for CovMcd
LdaPP-class
Class "LdaPP" - Robust method for Linear Discriminant Analysis by Projection-pursuit
CovMve
Robust Location and Scatter Estimation via MVE
CovOgk-class
OGK Estimates of Multivariate Location and Scatter
CovRobust
Robust Location and Scatter Estimation
CovSde-class
Stahel-Donoho Estimates of Multivariate Location and Scatter
PcaCov-class
Class "PcaCov" - Robust PCA based on a robust covariance matrix
LdaPP
Robust Linear Discriminant Analysis by Projection Pursuit
CovMMest-class
MM Estimates of Multivariate Location and Scatter
CovMest-class
Constrained M-estimates of Multivariate Location and Scatter
CovControlMest
Constructor function for objects of class "CovControlMest"
Appalachia
Annual maximum streamflow in central Appalachia
QdaCov-class
Class "QdaCov" - Robust methods for Quadratic Discriminant Analysis
OsloTransect
Oslo Transect Data
CovControlSde
Constructor function for objects of class "CovControlSde"
CovOgk
Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK)
CovControlOgk-class
Class 'CovControlOgk' - contains control parameters for CovOgk
SummaryPca-class
Class "SummaryPca" - summary of "Pca" objects
CovSest-class
S Estimates of Multivariate Location and Scatter
LdaClassic
Linear Discriminant Analysis
PcaHubert
ROBPCA - ROBust method for Principal Components Analysis
PcaGrid-class
Class "PcaGrid" - Robust PCA using PP - GRID search Algorithm
PredictLda-class
Class "PredictLda" - prediction of "Lda" objects
PcaCov
Robust PCA based on a robust covariance matrix
Pca-class
Class "Pca" - virtual base class for all classic and robust PCA classes
QdaCov
Robust Quadratic Discriminant Analysis
LdaClassic-class
Class "LdaClassic" - Linear Discriminant Analysis
PcaProj
Robust Principal Components based on Projection Pursuit (PP): Croux and Ruiz-Gazen (2005) algorithm
PcaGrid
Robust Principal Components based on Projection Pursuit (PP): GRID search Algorithm
CovMve-class
MVE Estimates of Multivariate Location and Scatter
LdaRobust-class
Class "LdaRobust" is a virtual base class for all robust LDA classes
QdaClassic-class
Class "QdaClassic" - Quadratic Discriminant Analysis
PcaRobust-class
Class "PcaRobust" is a virtual base class for all robust PCA classes
CovControlSde-class
Class 'CovControlSde' - contains control parameters for "CovSde"
CovSest
S Estimates of Multivariate Location and Scatter
CovControl-class
Class "CovControl" is a VIRTUAL base control class
CovControlMve
Constructor function for objects of class "CovControlMve"
PcaLocantore-class
Class "PcaLocantore" Spherical Principal Components
SummaryLda-class
Class "SummaryLda" - summary of "Lda" objects
PcaHubert-class
Class "PcaHubert" - ROBust method for Principal Components Analysis
CovControlSest
Constructor function for objects of class "CovControlSest"
PcaClassic-class
Class "PcaClassic" - Principal Components Analysis
QdaClassic
Quadratic Discriminant Analysis
CovMcd
Robust Location and Scatter Estimation via MCD
CovMest
Constrained M-Estimates of Location and Scatter
CovControlMve-class
Class 'CovControlMve' - contains control parameters for CovMve
CovControlOgk
Constructor function for objects of class "CovControlOgk"
SummaryCov-class
Class "SummaryCov" - summary of "Cov" objects
Qda-class
Class "Qda" - virtual base class for all classic and robust QDA classes
PcaLocantore
Spherical Principal Components
CovControlMcd
Constructor function for objects of class "CovControlMcd"
SummaryCovRobust-class
Class "SummaryCovRobust" - summary of "CovRobust" objects
Linda-class
Class "Linda" - Robust method for LINear Discriminant Analysis
CovSde
Stahel-Donoho Estimates of Multivariate Location and Scatter
PcaClassic
Principal Components Analysis
PredictQda-class
Class "PredictQda" - prediction of "Qda" objects
Linda
Robust Linear Discriminant Analysis
T2.test
Robust Hotelling T2 test
lmom33
Hosking and Wallis Data Set, Table 3.3
rice
Rice taste data
PcaProj-class
Class "PcaProj" - Robust PCA using PP - Croux and Ruiz-Gazen (2005) algorithm
pca.distances
Compute score and orthogonal distances for Principal Components (objects of class 'Pca')
pca.scoreplot
Score plot for Principal Components (objects of class 'Pca')
isSingular-methods
Check if a covariance matrix (object of class 'Cov') is singular
plot-methods
Methods for Function 'plot' in Package 'rrcov'
maryo
Marona and Yohai Artificial Data
getCenter-methods
Accessor methods to the essential slots of Cov and its subclasses
hemophilia
Hemophilia Data
scorePlot-methods
Score plot for Principal Components (objects of class 'Pca')
Cov-class
Class "Cov" -- a base class for estimates of multivariate location and scatter
pottery
Archaic Greek Pottery data
restimate-methods
Methods for Function estimate in Package 'rrcov'
un86
United Nations Data - 1986
QdaRobust-class
Class "QdaRobust" is a virtual base class for all robust QDA classes
Wilks.test
Classical and Robust One-way MANOVA: Wilks Lambda
getLoadings-methods
Accessor methods to the essential slots of Pca and its subclasses
salmon
Salmon data
lmom32
Hosking and Wallis Data Set, Table 3.2
wages
Wages and Hours
bus
Automatic vehicle recognition data
bushmiss
Campbell Bushfire Data with added missing data items
rrcov-utils
Different utility functions to be used in rrcov and packages depending on rrcov