robustbase: Basic Robust Statistics (original) (raw)

"Essential" Robust Statistics. Tools allowing to analyze data with robust methods. This includes regression methodology including model selections and multivariate statistics where we strive to cover the book "Robust Statistics, Theory and Methods" by 'Maronna, Martin and Yohai'; Wiley 2006.

Version: 0.99-4-1
Depends: R (≥ 3.5.0)
Imports: stats, graphics, utils, methods, DEoptimR
Suggests: grid, MASS, lattice, boot, cluster, Matrix, robust, fit.models, MPV, xtable, ggplot2, GGally, RColorBrewer, reshape2, sfsmisc, catdata, doParallel, foreach, skewt
Enhances: robustX, rrcov, matrixStats, quantreg, Hmisc
Published: 2024-09-27
DOI: 10.32614/CRAN.package.robustbase
Author: Martin Maechler ORCID iD [aut, cre], Peter Rousseeuw [ctb] (Qn and Sn), Christophe Croux [ctb] (Qn and Sn), Valentin Todorov [aut] (most robust Cov), Andreas Ruckstuhl [aut] (nlrob, anova, glmrob), Matias Salibian-Barrera [aut] (lmrob orig.), Tobias Verbeke [ctb, fnd] (mc, adjbox), Manuel Koller [aut] (mc, lmrob, psi-func.), Eduardo L. T. Conceicao [aut] (MM-, tau-, CM-, and MTL- nlrob), Maria Anna di Palma [ctb] (initial version of Comedian)
Maintainer: Martin Maechler
BugReports: https://R-forge.R-project.org/tracker/?atid=302&group_id=59
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://robustbase.R-forge.R-project.org/,https://R-forge.R-project.org/R/?group_id=59,https://R-forge.R-project.org/scm/viewvc.php/pkg/robustbase/?root=robustbase, svn://svn.r-forge.r-project.org/svnroot/robustbase/pkg/robustbase
NeedsCompilation: yes
Citation: robustbase citation info
Materials: NEWS
In views: Robust
CRAN checks: robustbase results

Documentation:

Downloads:

Reverse dependencies:

Reverse depends: biwt, BMA, ccaPP, cvTools, ddalpha, DetMCD, dmm, funcharts, GWmodel, MALDIrppa, MBmca, mvout, perryExamples, RobExtremes, robfilter, robflreg, robmed, RobPer, RobustAFT, robustHD, robustsur, rofanova, rrcov, rrcovHD, rrcovNA, sscor, tsqn, univOutl
Reverse imports: bandle, BIGL, bigleaf, bigutilsr, bulletr, cauphy, cellity, cellWise, CerioliOutlierDetection, chemometrics, chipPCR, classmap, complmrob, compositions, crmReg, dataMaid, dataquieR, dataReporter, DCATS, DeCAFS, DepecheR, DetR, dfphase1, dmbc, enetLTS, envoutliers, epimutacions, epmrob, ergm, facmodCS, facmodTS, fAssets, fMRIscrub, fpc, fPortfolio, georob, geoTS, Gmedian, GNSSseg, groc, GSE, highfrequency, hpiR, invacost, IRon, JWileymisc, KRMM, L2E, lessR, lolR, Maaslin2, MAINT.Data, mastif, MendelianRandomization, metaMS, metRology, MixSemiRob, MKmisc, MKomics, mmiCATs, ModTools, movieROC, mrct, MRZero, mvMonitoring, mvoutlier, MVTests, optimalFlow, otrimle, OutliersO3, pcalg, pchc, PCRA, PhylogeneticEM, PlasmaMutationDetector, PRANA, PrInCE, PupilPre, pyinit, qGaussian, qqconf, qqplotr, RcmdrPlugin.PcaRobust, RCTS, regrrr, reverseR, rlme, RMSS, roahd, robCompositions, RobMixReg, robnptests, robreg3S, RobStatTM, robust, robustbetareg, robustlmm, robustvarComp, robustX, rospca, rpls, RPPASPACE, rrcov3way, SC3, scPipe, sdcMicro, semiArtificial, ShapleyOutlier, shotGroups, SOHPIE, SpatialBSS, splithalf, ssMRCD, ssmrob, StatDA, Taba, tergm, TVMM, VIM, weird
Reverse linking to: robustlmm
Reverse suggests: andrews, anomaly, broom, ChemoSpec2D, ChemoSpecUtils, clarify, ClassifyR, DepthProc, fMRItools, FRB, FRESA.CAD, fsdaR, ggeffects, ICS, insight, ltsspca, marginaleffects, MetaboCoreUtils, mrfDepth, multcomp, ODT, pagoda2, pcaPP, PerformanceAnalytics, perry, PortfolioAnalytics, robcor, robmixglm, rsae, scater, simsalapar, spareg, timeSeries, wbacon
Reverse enhances: DEoptimR, distrEx, sfsmisc, stargazer

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