rrcov: Scalable Robust Estimators with High Breakdown Point (original) (raw)
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, |
| In views: | Robust |
| CRAN checks: | rrcov results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse depends: | BMA, DepthProc, flowBeads, groc, riv, RobAStBase, robustfa, rrcovHD, rrcovNA |
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| 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, flowml, fsdaR, heplots, ltsspca, MVTests, saseR |
| Reverse enhances: | robustbase |
Linking:
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