Scalable Robust Estimators with High Breakdown Point
Biplot for Principal Components (objects of class 'Pca')
Constructor function for objects of class "CovControlMcd"
Class "Cov" -- a base class for estimates of multivariate location and...
Class "CovClassic" - classical estimates of multivariate location and ...
Classical Estimates of Multivariate Location and Scatter
Class "CovControl" is a VIRTUAL base control class
Class 'CovControlMcd' - contains control parameters for CovMcd
Class 'CovControlMest' - contains control parameters for "CovMest"
Constructor function for objects of class "CovControlMest"
Class 'CovControlMMest' - contains control parameters for "CovMMest"
Constructor function for objects of class "CovControlMMest"
Class 'CovControlMrcd' - contains control parameters for CovMrcd()
Constructor function for objects of class "CovControlMrcd"
Class 'CovControlMve' - contains control parameters for CovMve
Constructor function for objects of class "CovControlMve"
Methods for Function estimate in Package 'rrcov'
Class 'CovControlOgk' - contains control parameters for CovOgk
Constructor function for objects of class "CovControlOgk"
Class 'CovControlSde' - contains control parameters for "CovSde"
Constructor function for objects of class "CovControlSde"
Class "Pca" - virtual base class for all classic and robust PCA classe...
Class 'CovControlSest' - contains control parameters for "CovSest"
Constructor function for objects of class "CovControlSest"
MCD Estimates of Multivariate Location and Scatter
Robust Location and Scatter Estimation via MCD
Constrained M-estimates of Multivariate Location and Scatter
Constrained M-Estimates of Location and Scatter
Constrained M-Estimates of Location and Scatter
MM Estimates of Multivariate Location and Scatter
MM Estimates of Multivariate Location and Scatter
MRCD Estimates of Multivariate Location and Scatter
Robust Location and Scatter Estimation via Minimum Regularized Covaria...
MVE Estimates of Multivariate Location and Scatter
Robust Location and Scatter Estimation via MVE
OGK Estimates of Multivariate Location and Scatter
Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Ke...
Class "CovRobust" - virtual base class for robust estimates of multiva...
Robust Location and Scatter Estimation
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
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
Check if a covariance matrix (object of class 'Cov') is singular
Class "Lda" - virtual base class for all classic and robust LDA classe...
Class "LdaClassic" - Linear Discriminant Analysis
Linear Discriminant Analysis
Class "LdaPP" - Robust method for Linear Discriminant Analysis by Proj...
Robust Linear Discriminant Analysis by Projection Pursuit
Class "LdaRobust" is a virtual base class for all robust LDA classes
Class "Linda" - Robust method for LINear Discriminant Analysis
Robust Linear Discriminant Analysis
Compute score and orthogonal distances for Principal Components (objec...
Score plot for Principal Components (objects of class 'Pca')
Class "PcaClassic" - Principal Components Analysis
Principal Components Analysis
Class "PcaCov" - Robust PCA based on a robust covariance matrix
Robust PCA based on a robust covariance matrix
Class "SummaryLda" - summary of "Lda" objects
Class "PcaGrid" - Robust PCA using PP - GRID search Algorithm
Robust Principal Components based on Projection Pursuit (PP): GRID sea...
Class "PcaHubert" - ROBust method for Principal Components Analysis
ROBPCA - ROBust method for Principal Components Analysis
Class "PcaLocantore" Spherical Principal Components
Spherical Principal Components
Class "PcaProj" - Robust PCA using PP - Croux and Ruiz-Gazen (2005) al...
Robust Principal Components based on Projection Pursuit (PP): Croux an...
Class "PcaRobust" is a virtual base class for all robust PCA classes
Methods for Function 'plot' in Package 'rrcov'
Class "PredictLda" - prediction of "Lda" objects
Class "PredictQda" - prediction of "Qda" objects
Class "Qda" - virtual base class for all classic and robust QDA classe...
Class "QdaClassic" - Quadratic Discriminant Analysis
Quadratic Discriminant Analysis
Class "QdaCov" - Robust methods for Quadratic Discriminant Analysis
Robust Quadratic Discriminant Analysis
Class "SummaryPca" - summary of "Pca" objects
Class "QdaRobust" is a virtual base class for all robust QDA classes
Different utility functions to be used in rrcov and packages depending...
Score plot for Principal Components (objects of class 'Pca')
Class "SummaryCov" - summary of "Cov" objects
Class "SummaryCovRobust" - summary of "CovRobust" objects
Class "SummaryQda" - summary of "Qda" objects
Robust Hotelling T2 test
Classical and Robust One-way MANOVA: Wilks Lambda
Robust Location and Scatter Estimation and Robust Multivariate Analysis with High Breakdown Point: principal component analysis (Filzmoser and Todorov (2013), <doi:10.1016/j.ins.2012.10.017>), linear and quadratic discriminant analysis (Todorov and Pires (2007)), multivariate tests (Todorov and Filzmoser (2010) <doi:10.1016/j.csda.2009.08.015>), outlier detection (Todorov et al. (2010) <doi:10.1007/s11634-010-0075-2>). See also Todorov and Filzmoser (2009) <urn:isbn:978-3838108148>, Todorov and Filzmoser (2010) <doi:10.18637/jss.v032.i03> and Boudt et al. (2019) <doi:10.1007/s11222-019-09869-x>.