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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.

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Version

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)

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