rrcov: Scalable Robust Estimators with High Breakdown Point

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

Author
Valentin Todorov <valentin.todorov@chello.at>
Date of publication
2016-09-06 08:03:44
Maintainer
Valentin Todorov <valentin.todorov@chello.at>
License
GPL (>= 2)
Version
1.4-3

View on CRAN

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

Files in this package

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