Robust Location and Scatter Estimation and Robust Multivariate Analysis with High Breakdown Point.
Author  Valentin Todorov <valentin.todorov@chello.at> 
Date of publication  20160906 08:03:44 
Maintainer  Valentin Todorov <valentin.todorov@chello.at> 
License  GPL (>= 2) 
Version  1.43 
Package repository  View on CRAN 
Installation  Install the latest version of this package by entering the following in R:

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  
Covclass: Class "Cov"  a base class for estimates of multivariate...  
CovClassic: Classical Estimates of Multivariate Location and Scatter  
CovClassicclass: Class "CovClassic"  classical estimates of multivariate...  
CovControlclass: Class "CovControl" is a VIRTUAL base control class  
CovControlMcd: Constructor function for objects of class "CovControlMcd"  
CovControlMcdclass: Class 'CovControlMcd'  contains control parameters for...  
CovControlMest: Constructor function for objects of class "CovControlMest"  
CovControlMestclass: Class 'CovControlMest'  contains control parameters for...  
CovControlMMest: Constructor function for objects of class "CovControlMMest"  
CovControlMMestclass: Class 'CovControlMMest'  contains control parameters for...  
CovControlMve: Constructor function for objects of class "CovControlMve"  
CovControlMveclass: Class 'CovControlMve'  contains control parameters for...  
CovControlOgk: Constructor function for objects of class "CovControlOgk"  
CovControlOgkclass: Class 'CovControlOgk'  contains control parameters for...  
CovControlSde: Constructor function for objects of class "CovControlSde"  
CovControlSdeclass: Class 'CovControlSde'  contains control parameters for...  
CovControlSest: Constructor function for objects of class "CovControlSest"  
CovControlSestclass: Class 'CovControlSest'  contains control parameters for...  
CovMcd: Robust Location and Scatter Estimation via MCD  
CovMcdclass: MCD Estimates of Multivariate Location and Scatter  
CovMest: Constrained MEstimates of Location and Scatter  
CovMestclass: Constrained Mestimates of Multivariate Location and Scatter  
covMestdeprecated: Constrained MEstimates of Location and Scatter  
CovMMest: MM Estimates of Multivariate Location and Scatter  
CovMMestclass: MM Estimates of Multivariate Location and Scatter  
CovMve: Robust Location and Scatter Estimation via MVE  
CovMveclass: MVE Estimates of Multivariate Location and Scatter  
CovOgk: Robust Location and Scatter Estimation  Ortogonalized...  
CovOgkclass: OGK Estimates of Multivariate Location and Scatter  
CovRobust: Robust Location and Scatter Estimation  
CovRobustclass: Class "CovRobust"  virtual base class for robust estimates...  
CovSde: StahelDonoho Estimates of Multivariate Location and Scatter  
CovSdeclass: StahelDonoho Estimates of Multivariate Location and Scatter  
CovSest: S Estimates of Multivariate Location and Scatter  
CovSestclass: S Estimates of Multivariate Location and Scatter  
estimatemethods: Methods for Function estimate in Package 'rrcov'  
fish: Fish Catch Data Set  
getCentermethods: Accessor methods to the essential slots of Cov and its...  
getLoadingsmethods: Accessor methods to the essential slots of Pca and its...  
hemophilia: Hemophilia Data  
isSingular: Check if a covariance matrix (object of class 'Cov') is...  
Ldaclass: Class "Lda"  virtual base class for all classic and robust...  
LdaClassic: Linear Discriminant Analysis  
LdaClassicclass: Class "LdaClassic"  Linear Discriminant Analysis  
LdaPP: Robust Linear Discriminant Analysis by Projection Pursuit  
LdaPPclass: Class "LdaPP"  Robust method for Linear Discriminant...  
LdaRobustclass: Class "LdaRobust" is a virtual base class for all robust LDA...  
Linda: Robust Linear Discriminant Analysis  
Lindaclass: 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  
Pcaclass: Class "Pca"  virtual base class for all classic and robust...  
PcaClassic: Principal Components Analysis  
PcaClassicclass: Class "PcaClassic"  Principal Components Analysis  
PcaCov: Robust PCA based on a robust covariance matrix  
PcaCovclass: 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):...  
PcaGridclass: Class "PcaGrid"  Robust PCA using PP  GRID search Algorithm  
PcaHubert: ROBPCA  ROBust method for Principal Components Analysis  
PcaHubertclass: Class "PcaHubert"  ROBust method for Principal Components...  
PcaLocantore: Spherical Principal Components  
PcaLocantoreclass: Class "PcaLocantore" Spherical Principal Components  
PcaProj: Robust Principal Components based on Projection Pursuit (PP):...  
PcaProjclass: Class "PcaProj"  Robust PCA using PP  Croux and RuizGazen...  
PcaRobustclass: Class "PcaRobust" is a virtual base class for all robust PCA...  
pca.scoreplot: Score plot for Principal Components (objects of class 'Pca')  
plotmethods: Methods for Function 'plot' in Package 'rrcov'  
pottery: Archaic Greek Pottery data  
PredictLdaclass: Class "PredictLda"  prediction of "Lda" objects  
PredictQdaclass: Class "PredictQda"  prediction of "Qda" objects  
Qdaclass: Class "Qda"  virtual base class for all classic and robust...  
QdaClassic: Quadratic Discriminant Analysis  
QdaClassicclass: Class "QdaClassic"  Quadratic Discriminant Analysis  
QdaCov: Robust Quadratic Discriminant Analysis  
QdaCovclass: Class "QdaCov"  Robust methods for Quadratic Discriminant...  
QdaRobustclass: Class "QdaRobust" is a virtual base class for all robust QDA...  
rice: Rice taste data  
rrcovutils: Different utility functions to be used in rrcov and packages...  
salmon: Salmon data  
scorePlot: Score plot for Principal Components (objects of class 'Pca')  
SummaryCovclass: Class "SummaryCov"  summary of "Cov" objects  
SummaryCovRobustclass: Class "SummaryCovRobust"  summary of "CovRobust" objects  
SummaryLdaclass: Class "SummaryLda"  summary of "Lda" objects  
SummaryPcaclass: Class "SummaryPca"  summary of "Pca" objects  
SummaryQdaclass: 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 Oneway 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/Rrng4ftn.c
 
src/fastmve.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/dautils.R  
R/Lda.R  
R/CovControl.R  
R/PcaProj.R  
R/CovRobust.R  
R/plotutils.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/PcaHubertclass.Rd  
man/OsloTransect.Rd  
man/getLoadingsmethods.Rd  
man/CovSde.Rd  
man/CovMMestclass.Rd  
man/plotmethods.Rd  
man/QdaCov.Rd  
man/covMestdeprecated.Rd  
man/CovSestclass.Rd  
man/hemophilia.Rd  
man/CovRobust.Rd  
man/lmom32.Rd  
man/scorePlot.Rd  
man/LdaRobustclass.Rd  
man/bushmiss.Rd  
man/CovControlSdeclass.Rd  
man/PcaProjclass.Rd  
man/CovOgk.Rd  
man/CovClassicclass.Rd  
man/getCentermethods.Rd  
man/Linda.Rd  
man/rrcovutils.Rd  
man/PcaGrid.Rd  
man/CovControlOgkclass.Rd  
man/QdaClassic.Rd  
man/SummaryQdaclass.Rd  
man/lmom33.Rd  
man/PcaClassicclass.Rd  
man/salmon.Rd  
man/CovControlMcdclass.Rd  
man/CovControlMve.Rd  
man/SummaryCovclass.Rd  
man/bus.Rd  
man/CovMest.Rd  
man/T2.test.Rd  
man/PcaClassic.Rd  
man/LdaPP.Rd  
man/CovMcdclass.Rd  
man/PcaHubert.Rd  
man/PcaLocantoreclass.Rd  
man/Ldaclass.Rd  
man/Covclass.Rd  
man/CovControlclass.Rd  
man/rice.Rd  
man/PcaCovclass.Rd  
man/wages.Rd  
man/SummaryCovRobustclass.Rd  
man/LdaPPclass.Rd  
man/PcaLocantore.Rd  
man/pottery.Rd  
man/CovMve.Rd  
man/CovControlMMest.Rd  
man/CovOgkclass.Rd  
man/CovSdeclass.Rd  
man/QdaClassicclass.Rd  
man/fish.Rd  
man/CovMestclass.Rd  
man/CovControlMveclass.Rd  
man/CovRobustclass.Rd  
man/Qdaclass.Rd  
man/PcaCov.Rd  
man/Cascades.Rd  
man/CovControlMest.Rd  
man/SummaryPcaclass.Rd  
man/CovControlSestclass.Rd  
man/LdaClassicclass.Rd  
man/SummaryLdaclass.Rd  
man/pca.distances.Rd  
man/PredictLdaclass.Rd  
man/CovControlMestclass.Rd  
man/CovMveclass.Rd  
man/Appalachia.Rd  
man/CovMcd.Rd  
man/Wilks.test.Rd  
man/CovControlMcd.Rd  
man/CovSest.Rd  
man/CovControlSest.Rd  
man/estimatemethods.Rd  
man/Lindaclass.Rd  
man/CovControlMMestclass.Rd  
man/PcaProj.Rd  
man/PcaRobustclass.Rd  
man/CovControlSde.Rd  
man/un86.Rd  
man/isSingular.Rd  
man/CovControlOgk.Rd  
man/PcaGridclass.Rd  
man/QdaRobustclass.Rd  
man/pca.scoreplot.Rd  
man/CovMMest.Rd  
man/LdaClassic.Rd  
man/QdaCovclass.Rd  
man/maryo.Rd  
man/CovClassic.Rd  
man/biplot.Rd  
man/Pcaclass.Rd  
man/PredictQdaclass.Rd 
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