install.packages('rrcovHD')
"Outlier"
-- a base class for outlier identification"CSimca"
- classification in high dimensions based on the (classical) SIMCA method"OutlierPCDist"
- Outlier identification in high dimensions using using the PCDIST algorithm"OutlierPCOut"
- Outlier identification in high dimensions using using the PCOUT algorithmOutlierMahdist
- Outlier identification using
robust (mahalanobis) distances based on robust multivariate
location and covariance matrix"OutlierSign1"
- Outlier identification in high dimensions using the SIGN1 algorithm"RSimca" - robust classification in high dimensions based on the SIMCA method
"OutlierSign2"
- Outlier identification in high dimensions using the SIGN2 algorithmSosDiscRobust
- robust and sparse multigroup classification by the optimal scoring approachSosDiscClassic
- sparse multigroup classification by the optimal scoring approach"SummarySimca"
- summary of "Simca"
objects"PredictSimca"
- prediction of "Simca"
objects"SummarySosDisc"
- summary of "SosDisc"
objectsSPcaGrid
- Sparse Robust PCA using PP - GRID search Algorithm"Simca"
- virtual base class for all classic and robust SIMCA
classes representing classification in high dimensions based on the SIMCA method"SosDisc"
- virtual base class for all classic and robust SosDisc
classes representing the results of the robust and sparse multigroup classification
by the optimal scoring approach"PredictSosDisc"
- prediction of "SosDisc"
objects