Package: robustbase 0.99-4-1
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
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robustbase.pdf |robustbase.html✨
robustbase/json (API)
NEWS
# Install 'robustbase' in R: |
install.packages('robustbase', repos = c('https://r-forge.r-universe.dev', '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 4 days agofrom:9200f90106. Checks:OK: 7 NOTE: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Sep 03 2024 |
R-4.5-win-x86_64 | NOTE | Sep 03 2024 |
R-4.5-linux-x86_64 | NOTE | Sep 03 2024 |
R-4.4-win-x86_64 | OK | Sep 03 2024 |
R-4.4-mac-x86_64 | OK | Sep 03 2024 |
R-4.4-mac-aarch64 | OK | Sep 03 2024 |
R-4.3-win-x86_64 | OK | Sep 03 2024 |
R-4.3-mac-x86_64 | OK | Sep 03 2024 |
R-4.3-mac-aarch64 | OK | Sep 03 2024 |
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.Rnw
usingutils::Sweave
on Sep 03 2024.Last update: 2024-08-19
Started: 2014-11-22
Definitions of Psi-Functions Available in Robustbase
Rendered frompsi_functions.Rnw
usingutils::Sweave
on Sep 03 2024.Last update: 2024-08-19
Started: 2013-07-22
Simulations for Robust Regression Inference in Small Samples
Rendered fromlmrob_simulation.Rnw
usingutils::Sweave
on Sep 03 2024.Last update: 2024-08-12
Started: 2013-07-22