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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: | 1.7-6 |
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Depends: | R (≥ 2.10), robustbase (≥ 0.92.1), methods |
Imports: | stats, stats4, mvtnorm, lattice, pcaPP |
Suggests: | grid, MASS |
Published: | 2024-08-19 |
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: | bigdatadist, cellWise, crmReg, DEGraph, flowBeads, flowMeans, flowMerge, flowStats, FRB, funcharts, geneticae, GSE, ICSClust, ICSShiny, MAINT.Data, mcrPioda, MVTests, pmartR, QuadratiK, RcmdrPlugin.PcaRobust, robCompositions, RobStatTM, robust, rospca, rrcov3way, rstanbdp, saseR, SC3, ssMRCD, statTarget, TCIU |
Reverse suggests: | bigutilsr, CerioliOutlierDetection, DEGraph, flowml, fscaret, fsdaR, heplots, ltsspca, Statsomat |
Reverse enhances: | robustbase |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=rrcovto link to this page.