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"CovControlMcd-class", "title": "Class 'CovControlMcd' - contains control parameters for CovMcd", "topics": [ "CovControlMcd-class", "restimate,CovControlMcd-method" ] }, { "page": "CovControlMest", "title": "Constructor function for objects of class \"CovControlMest\"", "concept": [ "High breakdown point" ], "topics": [ "CovControlMest" ] }, { "page": "CovControlMest-class", "title": "Class 'CovControlMest' - contains control parameters for \"CovMest\"", "topics": [ "CovControlMest-class" ] }, { "page": "CovControlMMest", "title": "Constructor function for objects of class \"CovControlMMest\"", "concept": [ "High breakdown point" ], "topics": [ "CovControlMMest" ] }, { "page": "CovControlMMest-class", "title": "Class 'CovControlMMest' - contains control parameters for \"CovMMest\"", "topics": [ "CovControlMMest-class", "restimate,CovControlMMest-method" ] }, { "page": "CovControlMrcd", "title": "Constructor function for objects of class \"CovControlMrcd\"", "topics": [ "CovControlMrcd" ] }, { "page": "CovControlMrcd-class", "title": "Class 'CovControlMrcd' - contains control parameters for CovMrcd()", "topics": [ "CovControlMrcd-class", "restimate,CovControlMrcd-method" ] }, { "page": "CovControlMve", "title": "Constructor function for objects of class \"CovControlMve\"", "topics": [ "CovControlMve" ] }, { "page": "CovControlMve-class", "title": "Class 'CovControlMve' - contains control parameters for CovMve", "topics": [ "CovControlMve-class", "restimate,CovControlMve-method" ] }, { "page": "CovControlOgk", "title": "Constructor function for objects of class \"CovControlOgk\"", "topics": [ "CovControlOgk" ] }, { "page": "CovControlOgk-class", "title": "Class 'CovControlOgk' - contains control parameters for CovOgk", "topics": [ "CovControlOgk-class", "restimate,CovControlOgk-method" ] }, { "page": "CovControlSde", "title": "Constructor function for objects of class \"CovControlSde\"", "concept": [ "High breakdown point" ], "topics": [ "CovControlSde" ] }, { "page": "CovControlSde-class", "title": "Class 'CovControlSde' - contains control parameters for \"CovSde\"", "topics": [ "CovControlSde-class", "restimate,CovControlSde-method" ] }, { "page": "CovControlSest", "title": "Constructor function for objects of class \"CovControlSest\"", "concept": [ "High breakdown point" ], "topics": [ "CovControlSest" ] }, { "page": "CovControlSest-class", "title": "Class 'CovControlSest' - contains control parameters for \"CovSest\"", "topics": [ "CovControlSest-class", "restimate,CovControlSest-method" ] }, { "page": "CovMcd", "title": "Robust Location and Scatter Estimation via MCD", "topics": [ "CovMcd" ] }, { "page": "CovMcd-class", "title": "MCD Estimates of Multivariate Location and Scatter", "topics": [ "CovMcd-class" ] }, { "page": "covMest-deprecated", "title": "Constrained M-Estimates of Location and Scatter", "concept": [ "High breakdown point" ], "topics": [ "covMest" ] }, { "page": "CovMest", "title": "Constrained M-Estimates of Location and Scatter", "concept": [ "High breakdown point" ], "topics": [ "CovMest" ] }, { "page": "CovMest-class", "title": "Constrained M-estimates of Multivariate Location and Scatter", "topics": [ "CovMest-class" ] }, { "page": "CovMMest", "title": "MM Estimates of Multivariate Location and Scatter", "concept": [ "High breakdown point" ], "topics": [ "CovMMest" ] }, { "page": "CovMMest-class", "title": "MM Estimates of Multivariate Location and Scatter", "topics": [ "CovMMest-class" ] }, { "page": "CovMrcd", "title": "Robust Location and Scatter Estimation via Minimum Regularized Covariance Determonant (MRCD)", "topics": [ "CovMrcd" ] }, { "page": "CovMrcd-class", "title": "MRCD Estimates of Multivariate Location and Scatter", "topics": [ "CovMrcd-class" ] }, { "page": "CovMve", "title": "Robust Location and Scatter Estimation via MVE", "topics": [ "CovMve" ] }, { "page": "CovMve-class", "title": "MVE Estimates of Multivariate Location and Scatter", "topics": [ "CovMve-class" ] }, { "page": "CovOgk", "title": "Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK)", "topics": [ "CovOgk" ] }, { "page": "CovOgk-class", "title": "OGK Estimates of Multivariate Location and Scatter", "topics": [ "CovOgk-class" ] }, { "page": "CovRobust", "title": "Robust Location and Scatter Estimation", "topics": [ "CovRobust" ] }, { "page": "CovRobust-class", "title": "Class \"CovRobust\" - virtual base class for robust estimates of multivariate location and scatter", "topics": [ "CovRobust-class", "getMeth,CovRobust-method", "getRaw,CovRobust-method", "isClassic,CovRobust-method", "show,CovRobust-method", "summary,CovRobust-method" ] }, { "page": "CovSde", "title": "Stahel-Donoho Estimates of Multivariate Location and Scatter", "topics": [ "CovSde" ] }, { "page": "CovSde-class", "title": "Stahel-Donoho Estimates of Multivariate Location and Scatter", "topics": [ "CovSde-class" ] }, { "page": "CovSest", "title": "S Estimates of Multivariate Location and Scatter", "concept": [ "High breakdown point" ], "topics": [ "CovSest" ] }, { "page": "CovSest-class", "title": "S Estimates of Multivariate Location and Scatter", "topics": [ "CovSest-class" ] }, { "page": "diabetes", "title": "Reaven and Miller diabetes data", "topics": [ "diabetes" ] }, { "page": "fish", "title": "Fish Catch Data Set", "topics": [ "fish" ] }, { "page": "fruit", "title": "Fruit data set", "topics": [ "fruit" ] }, { "page": "getCenter-methods", "title": "Accessor methods to the essential slots of Cov and its subclasses", "topics": [ "$,Cov-method", "$-methods", "getCenter", "getCenter-methods", "getCorr", "getCorr-methods", "getCov", "getCov-methods", "getData", "getData-methods", "getDet", "getDet-methods", "getDistance", "getDistance-methods", "getEvals", "getEvals-methods", "getFlag", "getFlag-methods", "getMeth", "getMeth-methods", "getRaw", "getRaw-methods", "getShape", "getShape-methods", "isClassic", "isClassic-methods", "names", "names,Cov-method", "names-methods" ] }, { "page": "getEllipse", "title": "Calculates the points for drawing a confidence ellipsoid", "topics": [ "getEllipse" ] }, { "page": "getLoadings-methods", "title": "Accessor methods to the essential slots of Pca and its subclasses", "topics": [ "$,Pca-method", "getEigenvalues", "getEigenvalues,methods", "getLoadings", "getLoadings-methods", "getPrcomp", "getPrcomp,methods", "getQuan", "getQuan,methods", "getScale", "getScale,methods", "getScores", "getScores,methods", "getSdev", "getSdev,methods", "names,Pca-method" ] }, { "page": "hemophilia", "title": "Hemophilia Data", "topics": [ "hemophilia" ] }, { "page": "ionosphere", "title": "Johns Hopkins University Ionosphere database.", "topics": [ "ionosphere" ] }, { "page": "isSingular", "title": "Check if a covariance matrix (object of class 'Cov') is singular", "topics": [ "isSingular", "isSingular,ANY-method", "isSingular,Cov-method", "isSingular-methods" ] }, { "page": "Lda-class", "title": "Class \"Lda\" - virtual base class for all classic and robust LDA classes", "topics": [ "Lda-class", "predict,Lda-method", "show,Lda-method", "summary,Lda-method" ] }, { "page": "LdaClassic", "title": "Linear Discriminant Analysis", "topics": [ "LdaClassic", "LdaClassic.default", "LdaClassic.formula" ] }, { "page": "LdaClassic-class", "title": "Class \"LdaClassic\" - Linear Discriminant Analysis", "topics": [ "LdaClassic-class" ] }, { "page": "LdaPP", "title": "Robust Linear Discriminant Analysis by Projection Pursuit", "topics": [ "LdaPP", "LdaPP.default", "LdaPP.formula" ] }, { "page": "LdaPP-class", "title": "Class \"LdaPP\" - Robust method for Linear Discriminant Analysis by Projection-pursuit", "topics": [ "LdaPP-class", "predict,LdaPP-method" ] }, { "page": "LdaRobust-class", "title": "Class \"LdaRobust\" is a virtual base class for all robust LDA classes", "topics": [ "LdaRobust-class" ] }, { "page": "Linda", "title": "Robust Linear Discriminant Analysis", "topics": [ "Linda", "Linda.default", "Linda.formula" ] }, { "page": "Linda-class", "title": "Class \"Linda\" - Robust method for LINear Discriminant Analysis", "topics": [ "Linda-class" ] }, { "page": "lmom32", "title": "Hosking and Wallis Data Set, Table 3.2", "topics": [ "lmom32" ] }, { "page": "lmom33", "title": "Hosking and Wallis Data Set, Table 3.3", "topics": [ "lmom33" ] }, { "page": "machines", "title": "Computer Hardware", "topics": [ "machines" ] }, { "page": "maryo", "title": "Marona and Yohai Artificial Data", "topics": [ "maryo" ] }, { "page": "octane", "title": "Octane data", "topics": [ "octane" ] }, { "page": "olitos", "title": "Olive Oil Data", "topics": [ "olitos" ] }, { "page": "OsloTransect", "title": "Oslo Transect Data", "topics": [ "OsloTransect" ] }, { "page": "Pca-class", "title": "Class \"Pca\" - virtual base class for all classic and robust PCA classes", "topics": [ "getCenter,Pca-method", "getEigenvalues,Pca-method", "getLoadings,Pca-method", "getPrcomp,Pca-method", "getScale,Pca-method", "getScores,Pca-method", "getSdev,Pca-method", "Pca-class", "plot,Pca,missing-method", "predict", "predict,Pca-method", "screeplot", "screeplot,Pca-method", "show,Pca-method", "summary,Pca-method" ] }, { "page": "pca.distances", "title": "Compute score and orthogonal distances for Principal Components (objects of class 'Pca')", "topics": [ "pca.distances" ] }, { "page": "pca.scoreplot", "title": "Score plot for Principal Components (objects of class 'Pca')", "topics": [ "pca.scoreplot" ] }, { "page": "PcaClassic", "title": "Principal Components Analysis", "topics": [ "PcaClassic", "PcaClassic.default", "PcaClassic.formula" ] }, { "page": "PcaClassic-class", "title": "Class \"PcaClassic\" - Principal Components Analysis", "topics": [ "getQuan,PcaClassic-method", "PcaClassic-class" ] }, { "page": "PcaCov", "title": "Robust PCA based on a robust covariance matrix", "topics": [ "PcaCov", "PcaCov.default", "PcaCov.formula" ] }, { "page": "PcaCov-class", "title": "Class \"PcaCov\" - Robust PCA based on a robust covariance matrix", "topics": [ "getQuan,PcaCov-method", "PcaCov-class" ] }, { "page": "PcaGrid", "title": "Robust Principal Components based on Projection Pursuit (PP): GRID search Algorithm", "topics": [ "PcaGrid", "PcaGrid.default", "PcaGrid.formula" ] }, { "page": "PcaGrid-class", "title": "Class \"PcaGrid\" - Robust PCA using PP - GRID search Algorithm", "topics": [ "getQuan,PcaGrid-method", "PcaGrid-class" ] }, { "page": "PcaHubert", "title": "ROBPCA - ROBust method for Principal Components Analysis", "topics": [ "PcaHubert", "PcaHubert.default", "PcaHubert.formula" ] }, { "page": "PcaHubert-class", "title": "Class \"PcaHubert\" - ROBust method for Principal Components Analysis", "topics": [ "getQuan,PcaHubert-method", "PcaHubert-class" ] }, { "page": "PcaLocantore", "title": "Spherical Principal Components", "topics": [ "PcaLocantore", "PcaLocantore.default", "PcaLocantore.formula" ] }, { "page": "PcaLocantore-class", "title": "Class \"PcaLocantore\" Spherical Principal Components", "topics": [ "getQuan,PcaLocantore-method", "PcaLocantore-class" ] }, { "page": "PcaProj", "title": "Robust Principal Components based on Projection Pursuit (PP): Croux and Ruiz-Gazen (2005) algorithm", "topics": [ "PcaProj", "PcaProj.default", "PcaProj.formula" ] }, { "page": "PcaProj-class", "title": "Class \"PcaProj\" - Robust PCA using PP - Croux and Ruiz-Gazen (2005) algorithm", "topics": [ "getQuan,PcaProj-method", "PcaProj-class" ] }, { "page": "PcaRobust-class", "title": "Class \"PcaRobust\" is a virtual base class for all robust PCA classes", "topics": [ "PcaRobust-class" ] }, { "page": "plot-methods", "title": "Methods for Function 'plot' in Package 'rrcov'", "concept": [ "High breakdown point" ], "topics": [ "plot,CovClassic,missing-method", "plot,CovClassic-method", "plot,CovRobust,missing-method", "plot,CovRobust-method", "plot-methods" ] }, { "page": "pottery", "title": "Archaic Greek Pottery data", "topics": [ "pottery", "pottery.test" ] }, { "page": "PredictLda-class", "title": "Class \"PredictLda\" - prediction of \"Lda\" objects", "topics": [ "PredictLda-class", "show,PredictLda-method" ] }, { "page": "PredictQda-class", "title": "Class \"PredictQda\" - prediction of \"Qda\" objects", "topics": [ "PredictQda-class", "show,PredictQda-method" ] }, { "page": "Qda-class", "title": "Class \"Qda\" - virtual base class for all classic and robust QDA classes", "topics": [ "predict,Qda-method", "Qda-class", "show,Qda-method", "summary,Qda-method" ] }, { "page": "QdaClassic", "title": "Quadratic Discriminant Analysis", "topics": [ "QdaClassic", "QdaClassic.default", "QdaClassic.formula" ] }, { "page": "QdaClassic-class", "title": "Class \"QdaClassic\" - Quadratic Discriminant Analysis", "topics": [ "QdaClassic-class" ] }, { "page": "QdaCov", "title": "Robust Quadratic Discriminant Analysis", "topics": [ "QdaCov", "QdaCov.default", "QdaCov.formula" ] }, { "page": "QdaCov-class", "title": "Class \"QdaCov\" - Robust methods for Quadratic Discriminant Analysis", "topics": [ "QdaCov-class" ] }, { "page": "QdaRobust-class", "title": "Class \"QdaRobust\" is a virtual base class for all robust QDA classes", "topics": [ "QdaRobust-class" ] }, { "page": "estimate-methods", "title": "Methods for Function estimate in Package 'rrcov'", "topics": [ "restimate", "restimate,CovControlMest-method", "restimate-methods" ] }, { "page": "rice", "title": "Rice taste data", "topics": [ "rice" ] }, { "page": "salmon", "title": "Salmon data", "topics": [ "salmon" ] }, { "page": "scorePlot", "title": "Score plot for Principal Components (objects of class 'Pca')", "topics": [ "scorePlot", "scorePlot,ANY-method", "scorePlot,Pca-method", "scorePlot-methods" ] }, { "page": "soil", "title": "Exchangable cations in forest soil data set", "topics": [ "soil" ] }, { "page": "SummaryCov-class", "title": "Class \"SummaryCov\" - summary of \"Cov\" objects", "topics": [ "getCenter,SummaryCov-method", "getCov,SummaryCov-method", "getDistance,SummaryCov-method", "getEvals,SummaryCov-method", "isClassic,SummaryCov-method", "show,SummaryCov-method", "SummaryCov-class" ] }, { "page": "SummaryCovRobust-class", "title": "Class \"SummaryCovRobust\" - summary of \"CovRobust\" objects", "topics": [ "isClassic,SummaryCovRobust-method", "show,SummaryCovRobust-method", "SummaryCovRobust-class" ] }, { "page": "SummaryLda-class", "title": "Class \"SummaryLda\" - summary of \"Lda\" objects", "topics": [ "show,SummaryLda-method", "SummaryLda-class" ] }, { "page": "SummaryPca-class", "title": "Class \"SummaryPca\" - summary of \"Pca\" objects", "topics": [ "show,SummaryPca-method", "SummaryPca-class" ] }, { "page": "SummaryQda-class", "title": "Class \"SummaryQda\" - summary of \"Qda\" objects", "topics": [ "show,SummaryQda-method", "SummaryQda-class" ] }, { "page": "T2.test", "title": "Robust Hotelling T2 test", "topics": [ "T2.test", "T2.test.default", "T2.test.formula" ] }, { "page": "un86", 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