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
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 ChangeLog
In views:	Robust
CRAN checks:	rrcov results

Documentation:

Reference manual:	rrcov.pdf
Vignettes:	An Object-Oriented Framework for Robust Multivariate Analysis (source, R code)

Downloads:

Package source:	rrcov_1.7-6.tar.gz
Windows binaries:	r-devel: rrcov_1.7-6.zip, r-release: rrcov_1.7-6.zip, r-oldrel: rrcov_1.7-6.zip
macOS binaries:	r-release (arm64): rrcov_1.7-6.tgz, r-oldrel (arm64): rrcov_1.7-6.tgz, r-release (x86_64): rrcov_1.7-6.tgz, r-oldrel (x86_64): rrcov_1.7-6.tgz
Old sources:	rrcov archive

Reverse dependencies:

Reverse depends:	BMA, DepthProc, flowBeads, groc, riv, RobAStBase, robustfa, rrcovHD, rrcovNA
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:

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