rrcov v1.4-7
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Scalable Robust Estimators with High Breakdown Point
Robust Location and Scatter Estimation and Robust
Multivariate Analysis with High Breakdown Point.
Functions in rrcov
| Name | Description | |
| CovClassic | Classical Estimates of Multivariate Location and Scatter | |
| CovControl-class | Class "CovControl" is a VIRTUAL base control class | |
| CovControlMcd-class | Class 'CovControlMcd' - contains control parameters for CovMcd | |
| Cov-class | Class "Cov" -- a base class for estimates of multivariate location and scatter | |
| CovClassic-class | Class "CovClassic" - classical estimates of multivariate location and scatter | |
| CovControlSde-class | Class 'CovControlSde' - contains control parameters for "CovSde" | |
| CovControlMrcd-class | Class 'CovControlMrcd' - contains control parameters for CovMrcd() | |
| CovControlMMest-class | Class 'CovControlMMest' - contains control parameters for "CovMMest" | |
| CovControlMrcd | Constructor function for objects of class "CovControlMrcd" | |
| CovControlMMest | Constructor function for objects of class "CovControlMMest" | |
| CovControlOgk-class | Class 'CovControlOgk' - contains control parameters for CovOgk | |
| CovControlSest | Constructor function for objects of class "CovControlSest" | |
| CovControlSest-class | Class 'CovControlSest' - contains control parameters for "CovSest" | |
| CovControlOgk | Constructor function for objects of class "CovControlOgk" | |
| CovControlMve-class | Class 'CovControlMve' - contains control parameters for CovMve | |
| CovControlSde | Constructor function for objects of class "CovControlSde" | |
| CovControlMve | Constructor function for objects of class "CovControlMve" | |
| CovControlMcd | Constructor function for objects of class "CovControlMcd" | |
| CovMMest-class | MM Estimates of Multivariate Location and Scatter | |
| CovMrcd-class | MRCD Estimates of Multivariate Location and Scatter | |
| CovMMest | MM Estimates of Multivariate Location and Scatter | |
| CovControlMest | Constructor function for objects of class "CovControlMest" | |
| CovControlMest-class | Class 'CovControlMest' - contains control parameters for "CovMest" | |
| CovMrcd | Robust Location and Scatter Estimation via Minimum Regularized Covariance Determonant (MRCD) | |
| CovMest | Constrained M-Estimates of Location and Scatter | |
| CovMest-class | Constrained M-estimates of Multivariate Location and Scatter | |
| CovSest-class | S Estimates of Multivariate Location and Scatter | |
| CovOgk-class | OGK Estimates of Multivariate Location and Scatter | |
| CovSest | S Estimates of Multivariate Location and Scatter | |
| CovMcd-class | MCD Estimates of Multivariate Location and Scatter | |
| CovMcd | Robust Location and Scatter Estimation via MCD | |
| CovOgk | Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK) | |
| CovRobust-class | Class "CovRobust" - virtual base class for robust estimates of multivariate location and scatter | |
| CovSde-class | Stahel-Donoho Estimates of Multivariate Location and Scatter | |
| OsloTransect | Oslo Transect Data | |
| CovSde | Stahel-Donoho Estimates of Multivariate Location and Scatter | |
| Lda-class | Class "Lda" - virtual base class for all classic and robust LDA classes | |
| CovRobust | Robust Location and Scatter Estimation | |
| Pca-class | Class "Pca" - virtual base class for all classic and robust PCA classes | |
| CovMve-class | MVE Estimates of Multivariate Location and Scatter | |
| LdaPP | Robust Linear Discriminant Analysis by Projection Pursuit | |
| LdaClassic-class | Class "LdaClassic" - Linear Discriminant Analysis | |
| Linda-class | Class "Linda" - Robust method for LINear Discriminant Analysis | |
| Linda | Robust Linear Discriminant Analysis | |
| CovMve | Robust Location and Scatter Estimation via MVE | |
| LdaClassic | Linear Discriminant Analysis | |
| LdaRobust-class | Class "LdaRobust" is a virtual base class for all robust LDA classes | |
| LdaPP-class | Class "LdaPP" - Robust method for Linear Discriminant Analysis by Projection-pursuit | |
| PcaGrid-class | Class "PcaGrid" - Robust PCA using PP - GRID search Algorithm | |
| PcaGrid | Robust Principal Components based on Projection Pursuit (PP): GRID search Algorithm | |
| PcaLocantore-class | Class "PcaLocantore" Spherical Principal Components | |
| PcaHubert-class | Class "PcaHubert" - ROBust method for Principal Components Analysis | |
| PcaLocantore | Spherical Principal Components | |
| T2.test | Robust Hotelling T2 test | |
| PcaRobust-class | Class "PcaRobust" is a virtual base class for all robust PCA classes | |
| PcaCov-class | Class "PcaCov" - Robust PCA based on a robust covariance matrix | |
| Wilks.test | Classical and Robust One-way MANOVA: Wilks Lambda | |
| PcaClassic-class | Class "PcaClassic" - Principal Components Analysis | |
| PcaHubert | ROBPCA - ROBust method for Principal Components Analysis | |
| PcaProj-class | Class "PcaProj" - Robust PCA using PP - Croux and Ruiz-Gazen (2005) algorithm | |
| PcaClassic | Principal Components Analysis | |
| QdaRobust-class | Class "QdaRobust" is a virtual base class for all robust QDA classes | |
| PredictLda-class | Class "PredictLda" - prediction of "Lda" objects | |
| QdaCov-class | Class "QdaCov" - Robust methods for Quadratic Discriminant Analysis | |
| PcaCov | Robust PCA based on a robust covariance matrix | |
| SummaryCov-class | Class "SummaryCov" - summary of "Cov" objects | |
| lmom33 | Hosking and Wallis Data Set, Table 3.3 | |
| getLoadings-methods | Accessor methods to the essential slots of Pca and its subclasses | |
| salmon | Salmon data | |
| hemophilia | Hemophilia Data | |
| maryo | Marona and Yohai Artificial Data | |
| QdaCov | Robust Quadratic Discriminant Analysis | |
| QdaClassic-class | Class "QdaClassic" - Quadratic Discriminant Analysis | |
| QdaClassic | Quadratic Discriminant Analysis | |
| SummaryPca-class | Class "SummaryPca" - summary of "Pca" objects | |
| PredictQda-class | Class "PredictQda" - prediction of "Qda" objects | |
| pca.distances | Compute score and orthogonal distances for Principal Components (objects of class 'Pca') | |
| bushmiss | Campbell Bushfire Data with added missing data items | |
| Qda-class | Class "Qda" - virtual base class for all classic and robust QDA classes | |
| covMest | Constrained M-Estimates of Location and Scatter | |
| scorePlot-methods | Score plot for Principal Components (objects of class 'Pca') | |
| octane | Octane data | |
| PcaProj | Robust Principal Components based on Projection Pursuit (PP): Croux and Ruiz-Gazen (2005) algorithm | |
| SummaryCovRobust-class | Class "SummaryCovRobust" - summary of "CovRobust" objects | |
| SummaryQda-class | Class "SummaryQda" - summary of "Qda" objects | |
| olitos | Olive Oil Data | |
| biplot-methods | Biplot for Principal Components (objects of class 'Pca') | |
| bus | Automatic vehicle recognition data | |
| fish | Fish Catch Data Set | |
| isSingular-methods | Check if a covariance matrix (object of class 'Cov') is singular | |
| SummaryLda-class | Class "SummaryLda" - summary of "Lda" objects | |
| lmom32 | Hosking and Wallis Data Set, Table 3.2 | |
| getCenter-methods | Accessor methods to the essential slots of Cov and its subclasses | |
| plot-methods | Methods for Function 'plot' in Package 'rrcov' | |
| pca.scoreplot | Score plot for Principal Components (objects of class 'Pca') | |
| pottery | Archaic Greek Pottery data | |
| un86 | United Nations Data - 1986 | |
| diabetes | Diabetes data | |
| wages | Wages and Hours | |
| restimate-methods | Methods for Function estimate in Package 'rrcov' | |
| rice | Rice taste data | |
| rrcov-utils | Different utility functions to be used in rrcov and packages depending on rrcov | |
| Appalachia | Annual maximum streamflow in central Appalachia | |
| Cascades | Annual precipitation totals for the North Cascades region | |
| No Results! | ||
Vignettes of rrcov
| Name | ||
| AModel.pdf | ||
| CovControl.pdf | ||
| CovModel.pdf | ||
| DAModel.pdf | ||
| PcaModel.pdf | ||
| Structure.pdf | ||
| mybiblio.bib | ||
| rrcov.Rnw | ||
| No Results! | ||
Last month downloads
Details
| Date | 2018-11-14 |
| VersionNote | Released 1.4-4 on 2018-05-24 on CRAN |
| LazyLoad | yes |
| License | GPL (>= 2) |
| Repository | CRAN |
| Packaged | 2018-11-14 23:35:34 UTC; Share |
| NeedsCompilation | yes |
| Date/Publication | 2018-11-15 12:20:03 UTC |
| imports | cluster , lattice , mvtnorm , pcaPP , stats , stats4 |
| suggests | ellipse , grid , MASS |
| depends | methods , R (>= 2.10) , robustbase (>= 0.92.1) |
| Contributors | Valentin Todorov |
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