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rrcov  

Scalable Robust Estimators with High Breakdown Point
View on CRAN: Click here


Download and install rrcov package within the R console
Install from CRAN:
install.packages("rrcov")

Install from Github:
library("remotes")
install_github("cran/rrcov")

Install by package version:
library("remotes")
install_version("rrcov", "1.7-6")



Attach the package and use:
library("rrcov")
Maintained by
Valentin Todorov
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2004-06-23
Latest Update: 2024-01-30
Description:
Robust Location and Scatter Estimation and Robust Multivariate Analysis with High Breakdown Point: principal component analysis (Filzmoser and Todorov (2013), ), linear and quadratic discriminant analysis (Todorov and Pires (2007)), multivariate tests (Todorov and Filzmoser (2010) ), outlier detection (Todorov et al. (2010) ). See also Todorov and Filzmoser (2009) , Todorov and Filzmoser (2010) and Boudt et al. (2019) .
How to cite:
Valentin Todorov (2004). rrcov: Scalable Robust Estimators with High Breakdown Point. R package version 1.7-6, https://cran.r-project.org/web/packages/rrcov. Accessed 05 Jan. 2025.
Previous versions and publish date:
0.2-1 (2004-06-25 14:09), 0.2-2 (2004-06-27 23:41), 0.2-3 (2004-07-14 20:57), 0.2-5 (2004-12-10 19:25), 0.2-6 (2004-12-29 20:47), 0.2-7 (2005-04-18 10:21), 0.2-8 (2005-10-03 11:45), 0.2-9 (2005-10-21 12:27), 0.2-10 (2005-10-25 22:29), 0.2-11 (2006-02-09 07:59), 0.2-13 (2006-03-24 10:15), 0.2 (2004-06-23 07:13), 0.3-01 (2006-05-23 09:21), 0.3-02 (2006-06-08 12:52), 0.3-03 (2006-07-10 08:48), 0.3-04 (2006-09-11 10:00), 0.3-05 (2006-12-22 14:08), 0.3-06 (2007-07-07 20:53), 0.3-07 (2007-09-24 10:10), 0.4-01 (2007-09-30 23:27), 0.4-03 (2007-11-23 09:22), 0.4-05 (2008-02-26 09:01), 0.4-06 (2008-06-18 13:09), 0.4-07 (2008-09-05 17:31), 0.4-08 (2009-01-16 18:06), 0.5-01 (2009-03-05 09:31), 0.5-02 (2009-07-30 14:52), 1.0-00 (2009-10-14 12:00), 1.0-01 (2010-06-21 10:04), 1.1-00 (2010-08-30 13:42), 1.2-01 (2011-04-04 09:39), 1.3-00 (2011-05-08 08:23), 1.3-01 (2011-06-26 05:25), 1.3-02 (2012-06-10 09:08), 1.3-3 (2013-04-29 07:10), 1.3-4 (2013-08-26 08:02), 1.3-8 (2014-12-02 14:51), 1.3-11 (2016-02-15 08:27), 1.4-3 (2016-09-06 08:03), 1.4-4 (2018-05-24 10:33), 1.4-7 (2018-11-15 13:20), 1.4-9 (2019-11-25 11:00), 1.5-2 (2020-01-16 19:40), 1.5-5 (2020-08-03 17:30), 1.6-0 (2021-09-16 07:10), 1.6-1 (2022-01-28 12:40), 1.6-2 (2022-02-10 13:20), 1.7-0 (2022-04-26 02:00), 1.7-1 (2022-08-13 00:10), 1.7-2 (2022-10-24 09:02), 1.7-3 (2023-05-17 10:50), 1.7-4 (2023-06-24 20:40), 1.7-5 (2024-01-30 23:10)
Other packages that cited rrcov R package
View rrcov citation profile
Other R packages that rrcov depends, imports, suggests or enhances
Complete documentation for rrcov
Functions, R codes and Examples using the rrcov R package
Some associated functions: Appalachia . Cars . Cascades . Cov-class . CovClassic-class . CovClassic . CovControl-class . CovControlMMest-class . CovControlMMest . CovControlMcd-class . CovControlMcd . CovControlMest-class . CovControlMest . CovControlMrcd-class . CovControlMrcd . CovControlMve-class . CovControlMve . CovControlOgk-class . CovControlOgk . CovControlSde-class . CovControlSde . CovControlSest-class . CovControlSest . CovMMest-class . CovMMest . CovMcd-class . CovMcd . CovMest-class . CovMest . CovMrcd-class . CovMrcd . CovMve-class . CovMve . CovOgk-class . CovOgk . CovRobust-class . CovRobust . CovSde-class . CovSde . CovSest-class . CovSest . Lda-class . LdaClassic-class . LdaClassic . LdaPP-class . LdaPP . LdaRobust-class . Linda-class . Linda . OsloTransect . Pca-class . PcaClassic-class . PcaClassic . PcaCov-class . PcaCov . PcaGrid-class . PcaGrid . PcaHubert-class . PcaHubert . PcaLocantore-class . PcaLocantore . PcaProj-class . PcaProj . PcaRobust-class . PredictLda-class . PredictQda-class . Qda-class . QdaClassic-class . QdaClassic . QdaCov-class . QdaCov . QdaRobust-class . SummaryCov-class . SummaryCovRobust-class . SummaryLda-class . SummaryPca-class . SummaryQda-class . T2.test . Wilks.test . biplot . bus . bushmiss . covMest-deprecated . diabetes . estimate-methods . fish . fruit . getCenter-methods . getEllipse . getLoadings-methods . hemophilia . ionosphere . isSingular . lmom32 . lmom33 . machines . maryo . octane . olitos . pca.distances . pca.scoreplot . plot-methods . pottery . rice . rrcov-utils . salmon . scorePlot . soil . un86 . wages . wolves . 
Some associated R codes: AllClasses.R . AllGenerics.R . Cov.R . CovClassic.R . CovControl.R . CovMMest.R . CovMcd.R . CovMest.R . CovMrcd.R . CovMve.R . CovOgk.R . CovRobust.R . CovSde.R . CovSest.R . Lda.R . LdaClassic.R . LdaPP.R . Linda.R . Pca.R . PcaClassic.R . PcaCov.R . PcaGrid.R . PcaHubert.R . PcaLocantore.R . PcaProj.R . Qda.R . QdaClassic.R . QdaCov.R . T2.test.R . Wilks.test.R . adjoutlyingness.R . covMest3.R . da-utils.R . datadoc.R . detmrcd.R . dets.R . donostah.R . plot-utils.R . psibwt.R . psifun.R . transform.R . utils.R . zzz.R .  Full rrcov package functions and examples
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