rrcov: Scalable Robust Estimators with High Breakdown Point

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

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

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