rrcov: Scalable Robust Estimators with High Breakdown Point
Version 1.4-3

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

AuthorValentin Todorov <valentin.todorov@chello.at>
Date of publication2016-09-06 08:03:44
MaintainerValentin Todorov <valentin.todorov@chello.at>
LicenseGPL (>= 2)
Version1.4-3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("rrcov")

Popular man pages

fish: Fish Catch Data Set
LdaPP-class: Class "LdaPP" - Robust method for Linear Discriminant...
Linda: Robust Linear Discriminant Analysis
maryo: Marona and Yohai Artificial Data
PcaCov: Robust PCA based on a robust covariance matrix
pca.distances: Compute score and orthogonal distances for Principal...
salmon: Salmon data
See all...

All man pages Function index File listing

Man pages

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

Functions

Files

inst
inst/CITATION
inst/bm
inst/bm/bm_lts.m
inst/bm/bmmcd.S
inst/bm/bmlts.S
inst/bm/bm_mcd.m
inst/doc
inst/doc/rrcov.Rnw
inst/doc/rrcov.R
inst/doc/rrcov.pdf
tests
tests/tlda.Rout.save
tests/tldapp.Rout.save
tests/tmve4.R
tests/tldapp.R
tests/tmest4.R
tests/thubert.R
tests/tmest4.Rout.save
tests/tqda.Rout.save
tests/tsde.Rout.save
tests/tmve4.Rout.save
tests/togk4.Rout.save
tests/tmcd4.R
tests/tsde.R
tests/togk4.R
tests/tqda.R
tests/tsest.R
tests/tlda.R
tests/tmcd4.Rout.save
tests/tsest.Rout.save
tests/thubert.Rout.save
src
src/Makevars
src/fsada.f
src/R-rng4ftn.c
src/fast-mve.c
src/covOPW.c
src/ds11.f
src/sest.c
NAMESPACE
data
data/lmom33.rda
data/rice.rda
data/pottery.rda
data/bushmiss.rda
data/un86.rda
data/Appalachia.rda
data/maryo.rda
data/hemophilia.rda
data/Cascades.rda
data/wages.rda
data/bus.rda
data/fish.rda
data/OsloTransect.rda
data/salmon.rda
data/lmom32.rda
R
R/AllClasses.R
R/AllGenerics.R
R/CovSde.R
R/CovMcd.R
R/utils.R
R/Cov.R
R/Wilks.test.R
R/QdaCov.R
R/psibwt.R
R/Pca.R
R/CovClassic.R
R/da-utils.R
R/Lda.R
R/CovControl.R
R/PcaProj.R
R/CovRobust.R
R/plot-utils.R
R/PcaClassic.R
R/Linda.R
R/covMest3.R
R/PcaCov.R
R/PcaHubert.R
R/CovSest.R
R/LdaClassic.R
R/PcaGrid.R
R/CovMve.R
R/LdaPP.R
R/donostah.R
R/CovMest.R
R/CovOgk.R
R/PcaLocantore.R
R/T2.test.R
R/CovMMest.R
R/psifun.R
R/Qda.R
R/QdaClassic.R
R/dets.R
R/zzz.R
vignettes
vignettes/PcaModel.pdf
vignettes/mybiblio.bib
vignettes/DAModel.pdf
vignettes/Structure.pdf
vignettes/rrcov.Rnw
vignettes/CovControl.pdf
vignettes/CovModel.pdf
vignettes/AModel.pdf
MD5
build
build/vignette.rds
DESCRIPTION
ChangeLog
man
man/PcaHubert-class.Rd
man/OsloTransect.Rd
man/getLoadings-methods.Rd
man/CovSde.Rd
man/CovMMest-class.Rd
man/plot-methods.Rd
man/QdaCov.Rd
man/covMest-deprecated.Rd
man/CovSest-class.Rd
man/hemophilia.Rd
man/CovRobust.Rd
man/lmom32.Rd
man/scorePlot.Rd
man/LdaRobust-class.Rd
man/bushmiss.Rd
man/CovControlSde-class.Rd
man/PcaProj-class.Rd
man/CovOgk.Rd
man/CovClassic-class.Rd
man/getCenter-methods.Rd
man/Linda.Rd
man/rrcov-utils.Rd
man/PcaGrid.Rd
man/CovControlOgk-class.Rd
man/QdaClassic.Rd
man/SummaryQda-class.Rd
man/lmom33.Rd
man/PcaClassic-class.Rd
man/salmon.Rd
man/CovControlMcd-class.Rd
man/CovControlMve.Rd
man/SummaryCov-class.Rd
man/bus.Rd
man/CovMest.Rd
man/T2.test.Rd
man/PcaClassic.Rd
man/LdaPP.Rd
man/CovMcd-class.Rd
man/PcaHubert.Rd
man/PcaLocantore-class.Rd
man/Lda-class.Rd
man/Cov-class.Rd
man/CovControl-class.Rd
man/rice.Rd
man/PcaCov-class.Rd
man/wages.Rd
man/SummaryCovRobust-class.Rd
man/LdaPP-class.Rd
man/PcaLocantore.Rd
man/pottery.Rd
man/CovMve.Rd
man/CovControlMMest.Rd
man/CovOgk-class.Rd
man/CovSde-class.Rd
man/QdaClassic-class.Rd
man/fish.Rd
man/CovMest-class.Rd
man/CovControlMve-class.Rd
man/CovRobust-class.Rd
man/Qda-class.Rd
man/PcaCov.Rd
man/Cascades.Rd
man/CovControlMest.Rd
man/SummaryPca-class.Rd
man/CovControlSest-class.Rd
man/LdaClassic-class.Rd
man/SummaryLda-class.Rd
man/pca.distances.Rd
man/PredictLda-class.Rd
man/CovControlMest-class.Rd
man/CovMve-class.Rd
man/Appalachia.Rd
man/CovMcd.Rd
man/Wilks.test.Rd
man/CovControlMcd.Rd
man/CovSest.Rd
man/CovControlSest.Rd
man/estimate-methods.Rd
man/Linda-class.Rd
man/CovControlMMest-class.Rd
man/PcaProj.Rd
man/PcaRobust-class.Rd
man/CovControlSde.Rd
man/un86.Rd
man/isSingular.Rd
man/CovControlOgk.Rd
man/PcaGrid-class.Rd
man/QdaRobust-class.Rd
man/pca.scoreplot.Rd
man/CovMMest.Rd
man/LdaClassic.Rd
man/QdaCov-class.Rd
man/maryo.Rd
man/CovClassic.Rd
man/biplot.Rd
man/Pca-class.Rd
man/PredictQda-class.Rd
rrcov documentation built on May 20, 2017, 1:07 a.m.

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