Robustbase: Basic Robust Statistics
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Package ‘robustbase’ June 2, 2021 Version 0.93-8 VersionNote Released 0.93-7 on 2021-01-04 to CRAN Date 2021-06-01 Title Basic Robust Statistics URL http://robustbase.r-forge.r-project.org/ Description ``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. 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 SuggestsNote mostly only because of vignette graphics and simulation Enhances robustX, rrcov, matrixStats, quantreg, Hmisc EnhancesNote linked to in man/*.Rd LazyData yes NeedsCompilation yes License GPL (>= 2) Author Martin Maechler [aut, cre] (<https://orcid.org/0000-0002-8685-9910>), 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) 1 2 R topics documented: Maintainer Martin Maechler <[email protected]> Repository CRAN Date/Publication 2021-06-02 10:20:02 UTC R topics documented: adjbox . .4 adjboxStats . .7 adjOutlyingness . .9 aircraft . 12 airmay . 13 alcohol . 14 ambientNOxCH . 15 Animals2 . 18 anova.glmrob . 19 anova.lmrob . 21 biomassTill . 23 bushfire . 24 BYlogreg . 25 carrots . 27 chgDefaults-methods . 28 classPC . 29 cloud . 30 coleman . 31 colMedians . 32 condroz . 33 covComed . 34 covMcd . 36 covOGK . 40 CrohnD . 42 cushny . 43 delivery . 45 education . 46 epilepsy . 47 estimethod . 48 exAM............................................ 49 foodstamp . 49 fullRank . 51 functionX-class . 52 functionXal-class . 53 glmrob . 53 glmrob..control . 58 h.alpha.n . 59 hbk ............................................. 60 heart . 61 huberM . 62 kootenay . 64 R topics documented: 3 lactic . 65 lmrob . 66 lmrob..D..fit . 70 lmrob..M..fit . 72 lmrob.control . 74 lmrob.fit . 79 lmrob.lar . 80 lmrob.M.S . 82 lmrob.S . 83 los.............................................. 85 ltsReg . 86 mc.............................................. 90 milk............................................. 92 Mpsi............................................. 93 nlrob . 96 nlrob-algorithms . 101 nlrob.control . 104 NOxEmissions . 105 outlierStats . 106 pension . 108 phosphor . 109 pilot . 110 plot-methods . 110 plot.lmrob . 111 plot.lts . 113 plot.mcd . 115 possumDiv . 117 predict.glmrob . 119 predict.lmrob . 121 print.lmrob . 124 psi.findc . 124 psiFunc . 127 psi_func-class . 128 pulpfiber . 129 Qn.............................................. 130 r6pack . 133 radarImage . 134 rankMM . 135 residuals.glmrob . 136 rrcov.control . 138 salinity . 139 scaleTau2 . 141 SiegelsEx . ..