rrcov

Annual maximum streamflow in central Appalachia

Annual precipitation totals for the North Cascades region

Class "Cov" – a base class for estimates of multivariate location and scatter

Classical Estimates of Multivariate Location and Scatter

Class "CovClassic" - classical estimates of multivariate location and scatter

Class "CovControl" is a VIRTUAL base control class

Constructor function for objects of class "CovControlMMest"

Class 'CovControlMMest' - contains control parameters for "CovMMest"

Constructor function for objects of class "CovControlMcd"

Class 'CovControlMcd' - contains control parameters for CovMcd

Constructor function for objects of class "CovControlMest"

Class 'CovControlMest' - contains control parameters for "CovMest"

Constructor function for objects of class "CovControlMrcd"

Class 'CovControlMrcd' - contains control parameters for CovMrcd()

Constructor function for objects of class "CovControlMve"

Class 'CovControlMve' - contains control parameters for CovMve

Constructor function for objects of class "CovControlOgk"

Class 'CovControlOgk' - contains control parameters for CovOgk

Constructor function for objects of class "CovControlSde"

Class 'CovControlSde' - contains control parameters for "CovSde"

Constructor function for objects of class "CovControlSest"

Class 'CovControlSest' - contains control parameters for "CovSest"

MM Estimates of Multivariate Location and Scatter

MM Estimates of Multivariate Location and Scatter

Robust Location and Scatter Estimation via MCD

MCD Estimates of Multivariate Location and Scatter

Constrained M-Estimates of Location and Scatter

Constrained M-estimates of Multivariate Location and Scatter

Robust Location and Scatter Estimation via Minimum Regularized Covariance Determonant (MRCD)

MRCD Estimates of Multivariate Location and Scatter

Robust Location and Scatter Estimation via MVE

MVE Estimates of Multivariate Location and Scatter

Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK)

OGK Estimates of Multivariate Location and Scatter

Robust Location and Scatter Estimation

Class "CovRobust" - virtual base class for robust estimates of multivariate location and scatter

Stahel-Donoho Estimates of Multivariate Location and Scatter

Stahel-Donoho Estimates of Multivariate Location and Scatter

S Estimates of Multivariate Location and Scatter

S Estimates of Multivariate Location and Scatter

Class "Lda" - virtual base class for all classic and robust LDA classes

Linear Discriminant Analysis

Class "LdaClassic" - Linear Discriminant Analysis

Robust Linear Discriminant Analysis by Projection Pursuit

Class "LdaPP" - Robust method for Linear Discriminant Analysis by Projection-pursuit

Class "LdaRobust" is a virtual base class for all robust LDA classes

Robust Linear Discriminant Analysis

Class "Linda" - Robust method for LINear Discriminant Analysis

Oslo Transect Data

Class "Pca" - virtual base class for all classic and robust PCA classes

Principal Components Analysis

Class "PcaClassic" - Principal Components Analysis

Robust PCA based on a robust covariance matrix

Class "PcaCov" - Robust PCA based on a robust covariance matrix

Robust Principal Components based on Projection Pursuit (PP): GRID search Algorithm

Class "PcaGrid" - Robust PCA using PP - GRID search Algorithm

ROBPCA - ROBust method for Principal Components Analysis

Class "PcaHubert" - ROBust method for Principal Components Analysis

Spherical Principal Components

Class "PcaLocantore" Spherical Principal Components

Robust Principal Components based on Projection Pursuit (PP): Croux and Ruiz-Gazen (2005) algorithm

Class "PcaProj" - Robust PCA using PP - Croux and Ruiz-Gazen (2005) algorithm

Class "PcaRobust" is a virtual base class for all robust PCA classes

Class "PredictLda" - prediction of "Lda" objects

Class "PredictQda" - prediction of "Qda" objects

Class "Qda" - virtual base class for all classic and robust QDA classes

Quadratic Discriminant Analysis

Class "QdaClassic" - Quadratic Discriminant Analysis

Robust Quadratic Discriminant Analysis

Class "QdaCov" - Robust methods for Quadratic Discriminant Analysis

Class "QdaRobust" is a virtual base class for all robust QDA classes

Class "SummaryCov" - summary of "Cov" objects

Class "SummaryCovRobust" - summary of "CovRobust" objects

Class "SummaryLda" - summary of "Lda" objects

Class "SummaryPca" - summary of "Pca" objects

Class "SummaryQda" - summary of "Qda" objects

Robust Hotelling T2 test

Classical and Robust One-way MANOVA: Wilks Lambda

Biplot for Principal Components (objects of class 'Pca')

Automatic vehicle recognition data

Campbell Bushfire Data with added missing data items

Constrained M-Estimates of Location and Scatter

Reaven and Miller diabetes data

Methods for Function estimate in Package 'rrcov'

Fish Catch Data Set

Accessor methods to the essential slots of Cov and its subclasses

Calculates the points for drawing a confidence ellipsoid

Accessor methods to the essential slots of Pca and its subclasses

Hemophilia Data

Check if a covariance matrix (object of class 'Cov') is singular

Hosking and Wallis Data Set, Table 3.2

Hosking and Wallis Data Set, Table 3.3

Marona and Yohai Artificial Data

Octane data

Olive Oil Data

Compute score and orthogonal distances for Principal Components (objects of class 'Pca')

Score plot for Principal Components (objects of class 'Pca')

Methods for Function 'plot' in Package 'rrcov'

Archaic Greek Pottery data

Rice taste data

Different utility functions to be used in rrcov and packages depending on rrcov

Salmon data

Score plot for Principal Components (objects of class 'Pca')

Exchangable cations in forest soil data set

United Nations Data - 1986

Wages and Hours