Package: robustbase 0.99-4-1
Martin Maechler
robustbase: Basic Robust Statistics
"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.
Authors:
robustbase_0.99-4-1.tar.gz
robustbase_0.99-4-1.tar.gz(r-4.5-noble)robustbase_0.99-4-1.tar.gz(r-4.4-noble)
robustbase_0.99-4-1.tgz(r-4.4-emscripten)robustbase_0.99-4-1.tgz(r-4.3-emscripten)
robustbase.pdf |robustbase.html✨
robustbase/json (API)
NEWS
| # Install 'robustbase' in R: |
| install.packages('robustbase', repos = 'https://cloud.r-project.org') |
Bug tracker:https://r-forge.r-project.org/projects/robustbase
- Animals2 - Brain and Body Weights for 65 Species of Land Animals
- CrohnD - Crohn's Disease Adverse Events Data
- NOxEmissions - NOx Air Pollution Data
- SiegelsEx - Siegel's Exact Fit Example Data
- aircraft - Aircraft Data
- airmay - Air Quality Data
- alcohol - Alcohol Solubility in Water Data
- ambientNOxCH - Daily Means of NOx (mono-nitrogen oxides) in air
- biomassTill - Biomass Tillage Data
- bushfire - Campbell Bushfire Data
- carrots - Insect Damages on Carrots
- cloud - Cloud point of a Liquid
- coleman - Coleman Data Set
- condroz - Condroz Data
- cushny - Cushny and Peebles Prolongation of Sleep Data
- delivery - Delivery Time Data
- education - Education Expenditure Data
- epilepsy - Epilepsy Attacks Data Set
- exAM - Example Data of Antille and May - for Simple Regression
- foodstamp - Food Stamp Program Participation
- hbk - Hawkins, Bradu, Kass's Artificial Data
- heart - Heart Catherization Data
- kootenay - Waterflow Measurements of Kootenay River in Libby and Newgate
- lactic - Lactic Acid Concentration Measurement Data
- los - Length of Stay Data
- milk - Daudin's Milk Composition Data
- pension - Pension Funds Data
- phosphor - Phosphorus Content Data
- pilot - Pilot-Plant Data
- possum.mat - Possum Diversity Data
- possumDiv - Possum Diversity Data
- pulpfiber - Pulp Fiber and Paper Data
- radarImage - Satellite Radar Image Data from near Munich
- salinity - Salinity Data
- starsCYG - Hertzsprung-Russell Diagram Data of Star Cluster CYG OB1
- steamUse - Steam Usage Data
- telef - Number of International Calls from Belgium
- toxicity - Toxicity of Carboxylic Acids Data
- vaso - Vaso Constriction Skin Data Set
- wagnerGrowth - Wagner's Hannover Employment Growth Data
- wood - Modified Data on Wood Specific Gravity
- x30o50 - Extreme Data examples
Last updated 6 months agofrom:4c7a65fa03. Checks:3 OK. Indexed: no.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 27 2025 |
| R-4.5-linux-x86_64 | OK | Mar 27 2025 |
| R-4.4-linux-x86_64 | OK | Mar 27 2025 |
Exports:.lmrob.hat.MCDcnp2.MCDcnp2.rew.MCDcons.MCDsingularityMsg.Mchi.Mchi.tuning.default.Mchi.tuning.defaults.Mpsi.Mpsi.tuning.default.Mpsi.tuning.defaults.MrhoInf.Mwgt.Mwgt.psi1.psi.const.psi.ggw.findc.psi.lqq.findc.psi2ipsi.regularize.Mpsi.signflip.wgtFUN.covComed.wgtFUN.covMcdadjboxadjboxStatsadjOutlyingnessBYlogregchgDefaultsclassPCcolMedianscovComedcovGKcovMcdcovOGKcovPlotdoScaleestimethodfullRankglmrobglmrobBY.controlglmrobMqle.controlglmrobMT.controlh.alpha.nhampelPsihard.rejectionhuberizehuberMhuberPsilmclmroblmrob..D..fitlmrob..M..fitlmrob.controllmrob.fitlmrob.fit.MMlmrob.larlmrob.M.Slmrob.SltsPlotltsRegmahalanobisDmcMchiMpsiMrhoInfMwgtnlrobnlrob.controloutlierStatsplotpsiFuncQnQn.oldr6packrankMMrmcrobMDrowMediansrrcov.controls_IQRs_mads_Qns_SnscaleTau2smoothWgtSnsplitFramesummarizeRobWeightstolEllipsePlottukeyChitukeyPsi1wgt.himedian
Dependencies:DEoptimR
covMcd() -- Generalizing the FastMCD
Rendered fromfastMcd-kmini.Rnwusingutils::Sweaveon Mar 27 2025.Last update: 2024-08-20
Started: 2014-11-22
Definitions of Psi-Functions Available in Robustbase
Rendered frompsi_functions.Rnwusingutils::Sweaveon Mar 27 2025.Last update: 2024-08-20
Started: 2013-07-23
Simulations for Robust Regression Inference in Small Samples
Rendered fromlmrob_simulation.Rnwusingutils::Sweaveon Mar 27 2025.Last update: 2024-08-20
Started: 2013-07-23
Citation
To cite robustbase in publications use:
To cite package ‘robustbase’ in publications use:
Martin Maechler, Peter Rousseeuw, Christophe Croux, Valentin Todorov, Andreas Ruckstuhl, Matias Salibian-Barrera, Tobias Verbeke, Manuel Koller, c("Eduardo", "L. T.") Conceicao and Maria Anna di Palma (2024). robustbase: Basic Robust Statistics R package version 0.99-4-1. URL http://CRAN.R-project.org/package=robustbase
To cite the multivariate class/methods framework use:
Valentin Todorov, Peter Filzmoser (2009). An Object-Oriented Framework for Robust Multivariate Analysis. Journal of Statistical Software, 32(3), 1-47. URL https://www.jstatsoft.org/article/view/v032i03/.
Corresponding BibTeX entries:
@Manual{,
title = {robustbase: Basic Robust Statistics},
author = {Martin Maechler and Peter Rousseeuw and Christophe Croux
and Valentin Todorov and Andreas Ruckstuhl and Matias
Salibian-Barrera and Tobias Verbeke and Manuel Koller and Eduardo
L. T. Conceicao and Maria {Anna di Palma}},
year = {2024},
note = {R package version 0.99-4-1},
url = {http://robustbase.r-forge.r-project.org/},
url = {http://robustbase.r-forge.r-project.org/},
}
@Article{,
title = {An Object-Oriented Framework for Robust Multivariate
Analysis},
author = {Valentin Todorov and Peter Filzmoser},
journal = {Journal of Statistical Software},
year = {2009},
volume = {32},
number = {3},
pages = {1--47},
url = {https://www.jstatsoft.org/article/view/v032i03/},
}
