Scalable Robust Estimators with High Breakdown Point

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... |

CovControlMrcd | Constructor function for objects of class "CovControlMrcd" |

CovControlMrcd-class | Class 'CovControlMrcd' - 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 |

CovMrcd | Robust Location and Scatter Estimation via Minimum... |

CovMrcd-class | MRCD 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 |

diabetes | Diabetes data |

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 |

octane | Octane data |

olitos | Olive Oil 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 |

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