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rrcovHD
View on CRAN: Click
here
Download and install rrcovHD package within the R console
Install from CRAN:
install.packages("rrcovHD")
Install from Github:
library("remotes")
install_github("cran/rrcovHD")
Install by package version:
library("remotes")
install_version("rrcovHD", "0.3-1")
Attach the package and use:
library("rrcovHD")
Maintained by
Valentin Todorov
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-07-24
Latest Update: 2024-02-04
Description:
Robust multivariate methods for high dimensional data including
outlier detection (Filzmoser and Todorov (2013) ),
robust sparse PCA (Croux et al. (2013) , Todorov and Filzmoser (2013) ),
robust PLS (Todorov and Filzmoser (2014) ),
and robust sparse classification (Ortner et al. (2020) ).
How to cite:
Valentin Todorov (2012). rrcovHD: Robust Multivariate Methods for High Dimensional Data. R package version 0.3-1, https://cran.r-project.org/web/packages/rrcovHD. Accessed 06 Nov. 2024.
Previous versions and publish date:
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Other R packages that rrcovHD depends,
imports, suggests or enhances
Complete documentation for rrcovHD
Functions, R codes and Examples using
the rrcovHD R package
Some associated functions: CSimca-class . CSimca . Outlier-class . OutlierMahdist-class . OutlierMahdist . OutlierPCDist-class . OutlierPCDist . OutlierPCOut-class . OutlierPCOut . OutlierSign1-class . OutlierSign1 . OutlierSign2-class . OutlierSign2 . PredictSimca-class . PredictSosDisc-class . RSimca-class . RSimca . SPcaGrid-class . SPcaGrid . Simca-class . SosDisc-class . SosDiscClassic-class . SosDiscRobust-class . SosDiscRobust . SummarySimca-class . SummarySosDisc-class . getWeight-methods . kibler .
Some associated R codes: AllClasses.R . AllGenerics.R . CSimca.R . Outlier.R . OutlierMahdist.R . OutlierPCDist.R . OutlierPCOut.R . OutlierSign1.R . RSimca.R . RcppExports.R . SPcaGrid.R . Simca.R . SosDisc-utils.R . SosDiscRobust.R . zzz.R . Full rrcovHD package functions and examples
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