Class "OutlierPCDist" - Outlier identification in high dimensions using using the PCDIST algorithm
Class OutlierMahdist - Outlier identification using
robust (mahalanobis) distances based on robust multivariate
location and covariance matrix
Class SPcaGrid - Sparse Robust PCA using PP - GRID search Algorithm
Outlier identification using robust (mahalanobis) distances based on robust multivariate location and covariance matrix
Sparse Robust Principal Components based on Projection Pursuit (PP): GRID search Algorithm
Class SosDiscRobust - robust and sparse multigroup classification by the optimal scoring approach
Class SosDiscClassic - sparse multigroup classification by the optimal scoring approach
Class "Simca" - virtual base class for all classic and robust SIMCA
classes representing classification in high dimensions based on the SIMCA method
Consumer reports car data: dimensions
Class "Outlier" -- a base class for outlier identification
Class "PredictSimca" - prediction of "Simca" objects
Class "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
Class "PredictSosDisc" - prediction of "SosDisc" objects
Simple function using Rcpp
1985 Auto Imports Database
Class "OutlierSign1" - Outlier identification in high dimensions using the SIGN1 algorithm
Robust and sparse multigroup classification by the optimal scoring approach
Outlier identification in high dimensions using the SIGN1 algorithm
Class "SummarySimca" - summary of "Simca" objects
Outlier identification in high dimensions using the PCOUT algorithm
Class "RSimca" - robust classification in high dimensions based on the SIMCA method
Robust classification in high dimensions based on the SIMCA method
Class "SummarySosDisc" - summary of "SosDisc" objects
Class "OutlierPCOut" - Outlier identification in high dimensions using using the PCOUT algorithm
Accessor methods to the essential slots of Outlier and its subclasses
Outlier identification in high dimensions using the SIGN2 algorithm
Classification in high dimensions based on the (classical) SIMCA method
Class "OutlierSign2" - Outlier identification in high dimensions using the SIGN2 algorithm
Class "CSimca" - classification in high dimensions based on the (classical) SIMCA method
Outlier identification in high dimensions using the PCDIST algorithm