rrcov v1.4-7

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Scalable Robust Estimators with High Breakdown Point

Robust Location and Scatter Estimation and Robust Multivariate Analysis with High Breakdown Point.

Functions in rrcov

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

Name
AModel.pdf
CovControl.pdf
CovModel.pdf
DAModel.pdf
PcaModel.pdf
Structure.pdf
mybiblio.bib
rrcov.Rnw
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Details

Date 2018-11-14
VersionNote Released 1.4-4 on 2018-05-24 on CRAN
LazyLoad yes
License GPL (>= 2)
Repository CRAN
Packaged 2018-11-14 23:35:34 UTC; Share
NeedsCompilation yes
Date/Publication 2018-11-15 12:20:03 UTC

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