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 |

**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

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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