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rrcov (version 1.4-4)
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
21,781
Version
1.4-4
License
GPL (>= 2)
Maintainer
Valentin Todorov
Last Published
May 24th, 2018
Functions in rrcov (1.4-4)
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CovControlMve-class
Class 'CovControlMve' - contains control parameters for CovMve
CovControlSde
Constructor function for objects of class "CovControlSde"
CovMest-class
Constrained M-estimates of Multivariate Location and Scatter
fish
Fish Catch Data Set
QdaCov
Robust Quadratic Discriminant Analysis
CovSde
Stahel-Donoho Estimates of Multivariate Location and Scatter
PcaProj-class
Class "PcaProj" - Robust PCA using PP - Croux and Ruiz-Gazen (2005) algorithm
OsloTransect
Oslo Transect Data
CovSde-class
Stahel-Donoho Estimates of Multivariate Location and Scatter
CovOgk-class
OGK Estimates of Multivariate Location and Scatter
Pca-class
Class "Pca" - virtual base class for all classic and robust PCA classes
QdaCov-class
Class "QdaCov" - Robust methods for Quadratic Discriminant Analysis
maryo
Marona and Yohai Artificial Data
CovOgk
Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK)
restimate-methods
Methods for Function estimate in Package 'rrcov'
PcaProj
Robust Principal Components based on Projection Pursuit (PP): Croux and Ruiz-Gazen (2005) algorithm
CovRobust
Robust Location and Scatter Estimation
CovRobust-class
Class "CovRobust" - virtual base class for robust estimates of multivariate location and scatter
pca.distances
Compute score and orthogonal distances for Principal Components (objects of class 'Pca')
CovMcd-class
MCD Estimates of Multivariate Location and Scatter
CovMest
Constrained M-Estimates of Location and Scatter
CovMMest-class
MM Estimates of Multivariate Location and Scatter
Lda-class
Class "Lda" - virtual base class for all classic and robust LDA classes
CovMMest
MM Estimates of Multivariate Location and Scatter
CovMcd
Robust Location and Scatter Estimation via MCD
CovControlMve
Constructor function for objects of class "CovControlMve"
CovMve
Robust Location and Scatter Estimation via MVE
LdaClassic
Linear Discriminant Analysis
PcaClassic-class
Class "PcaClassic" - Principal Components Analysis
LdaPP-class
Class "LdaPP" - Robust method for Linear Discriminant Analysis by Projection-pursuit
PcaCov
Robust PCA based on a robust covariance matrix
PcaCov-class
Class "PcaCov" - Robust PCA based on a robust covariance matrix
LdaClassic-class
Class "LdaClassic" - Linear Discriminant Analysis
PcaHubert-class
Class "PcaHubert" - ROBust method for Principal Components Analysis
PcaHubert
ROBPCA - ROBust method for Principal Components Analysis
LdaPP
Robust Linear Discriminant Analysis by Projection Pursuit
PcaClassic
Principal Components Analysis
LdaRobust-class
Class "LdaRobust" is a virtual base class for all robust LDA classes
QdaClassic-class
Class "QdaClassic" - Quadratic Discriminant Analysis
QdaClassic
Quadratic Discriminant Analysis
PcaRobust-class
Class "PcaRobust" is a virtual base class for all robust PCA classes
pottery
Archaic Greek Pottery data
rice
Rice taste data
PcaLocantore-class
Class "PcaLocantore" Spherical Principal Components
CovSest-class
S Estimates of Multivariate Location and Scatter
CovSest
S Estimates of Multivariate Location and Scatter
Linda-class
Class "Linda" - Robust method for LINear Discriminant Analysis
Linda
Robust Linear Discriminant Analysis
PcaLocantore
Spherical Principal Components
PcaGrid-class
Class "PcaGrid" - Robust PCA using PP - GRID search Algorithm
PredictLda-class
Class "PredictLda" - prediction of "Lda" objects
PredictQda-class
Class "PredictQda" - prediction of "Qda" objects
QdaRobust-class
Class "QdaRobust" is a virtual base class for all robust QDA classes
Qda-class
Class "Qda" - virtual base class for all classic and robust QDA classes
PcaGrid
Robust Principal Components based on Projection Pursuit (PP): GRID search Algorithm
SummaryPca-class
Class "SummaryPca" - summary of "Pca" objects
SummaryQda-class
Class "SummaryQda" - summary of "Qda" objects
SummaryCov-class
Class "SummaryCov" - summary of "Cov" objects
lmom33
Hosking and Wallis Data Set, Table 3.3
Wilks.test
Classical and Robust One-way MANOVA: Wilks Lambda
lmom32
Hosking and Wallis Data Set, Table 3.2
T2.test
Robust Hotelling T2 test
SummaryCovRobust-class
Class "SummaryCovRobust" - summary of "CovRobust" objects
hemophilia
Hemophilia Data
isSingular-methods
Check if a covariance matrix (object of class 'Cov') is singular
biplot-methods
Biplot for Principal Components (objects of class 'Pca')
wages
Wages and Hours
SummaryLda-class
Class "SummaryLda" - summary of "Lda" objects
pca.scoreplot
Score plot for Principal Components (objects of class 'Pca')
bus
Automatic vehicle recognition data
bushmiss
Campbell Bushfire Data with added missing data items
plot-methods
Methods for Function 'plot' in Package 'rrcov'
rrcov-utils
Different utility functions to be used in rrcov and packages depending on rrcov
covMest
Constrained M-Estimates of Location and Scatter
getLoadings-methods
Accessor methods to the essential slots of Pca and its subclasses
getCenter-methods
Accessor methods to the essential slots of Cov and its subclasses
scorePlot-methods
Score plot for Principal Components (objects of class 'Pca')
salmon
Salmon data
un86
United Nations Data - 1986
CovControl-class
Class "CovControl" is a VIRTUAL base control class
CovControlMMest-class
Class 'CovControlMMest' - contains control parameters for "CovMMest"
CovControlMcd-class
Class 'CovControlMcd' - contains control parameters for CovMcd
Appalachia
Annual maximum streamflow in central Appalachia
CovControlMMest
Constructor function for objects of class "CovControlMMest"
Cov-class
Class "Cov" -- a base class for estimates of multivariate location and scatter
Cascades
Annual precipitation totals for the North Cascades region
CovClassic
Classical Estimates of Multivariate Location and Scatter
CovClassic-class
Class "CovClassic" - classical estimates of multivariate location and scatter
CovControlMcd
Constructor function for objects of class "CovControlMcd"
CovControlMest-class
Class 'CovControlMest' - contains control parameters for "CovMest"
CovControlMest
Constructor function for objects of class "CovControlMest"
CovControlSde-class
Class 'CovControlSde' - contains control parameters for "CovSde"
CovControlOgk-class
Class 'CovControlOgk' - contains control parameters for CovOgk
CovControlOgk
Constructor function for objects of class "CovControlOgk"
CovMve-class
MVE Estimates of Multivariate Location and Scatter
CovControlSest
Constructor function for objects of class "CovControlSest"
CovControlSest-class
Class 'CovControlSest' - contains control parameters for "CovSest"