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, saseR, SC3, ssMRCD, statTarget, TCIU |
| Reverse suggests: |
bigutilsr, CerioliOutlierDetection, DEGraph, flowml, fsdaR, heplots, ltsspca, MVTests |
| Reverse enhances: |
robustbase |
Linking:
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