rrcov: Scalable Robust Estimators with High Breakdown Point
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>.
| Version: | 1.7-7 |
| Depends: | R (≥ 2.10),robustbase (≥ 0.92.1), methods |
| Imports: | stats, stats4,mvtnorm,lattice,pcaPP |
| Suggests: | grid,MASS |
| Published: | 2025-04-21 |
| DOI: | 10.32614/CRAN.package.rrcov |
| Author: | Valentin Todorov [aut, cre] |
| Maintainer: | Valentin Todorov <valentin.todorov at chello.at> |
| BugReports: | https://github.com/valentint/rrcov/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/valentint/rrcov |
| NeedsCompilation: | yes |
| Materials: | README,NEWS,ChangeLog |
| In views: | Robust |
| CRAN checks: | rrcov results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse depends: | BMA,DepthProc,flowBeads,groc,riv,RobAStBase,robustfa,rrcovHD,rrcovNA |
| Reverse imports: | ActiveLearning4SPM,bigdatadist,cellWise,crmReg,DEGraph,flowBeads,flowMeans,flowMerge,flowStats,FRB,funcharts,geneticae,GSE,ICSClust,ICSShiny,MAINT.Data,mcrPioda,pmartR,QuadratiK,RcmdrPlugin.PcaRobust,robCompositions,RobStatTM,robust,robustT2,rospca,rrcov3way,rstanbdp,SC3,ssMRCD,statTarget,TCIU |
| Reverse suggests: | bigutilsr,CerioliOutlierDetection,DEGraph,fsdaR,heplots,ltsspca,MVTests,saseR |
| Reverse enhances: | robustbase |
Linking:
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