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robustmatrix: Robust Matrix-Variate Parameter Estimation

Robust covariance estimation for matrix-valued data and data with Kronecker-covariance structure using the Matrix Minimum Covariance Determinant (MMCD) estimators and outlier explanation using and Shapley values.

Version:0.1.4
Depends:R (≥ 4.0.0)
Imports:Rcpp, stats,Rdpack
LinkingTo:Rcpp,RcppArmadillo
Suggests:knitr,rmarkdown,roxygen2,gridExtra,dplyr,forcats,ggnewscale,ggplot2,ggrepel,tibble,tidyr
Published:2025-05-14
DOI:10.32614/CRAN.package.robustmatrix
Author:Marcus Mayrhofer [aut, cre], Una Radojičić [aut], Peter Filzmoser [aut]
Maintainer:Marcus Mayrhofer <marcus.mayrhofer at tuwien.ac.at>
License:GPL-3
NeedsCompilation:yes
Citation:robustmatrix citation info
CRAN checks:robustmatrix results

Documentation:

Reference manual:robustmatrix.html ,robustmatrix.pdf
Vignettes:MMCD_examples (source,R code)

Downloads:

Package source: robustmatrix_0.1.4.tar.gz
Windows binaries: r-devel:robustmatrix_0.1.4.zip, r-release:robustmatrix_0.1.4.zip, r-oldrel:robustmatrix_0.1.4.zip
macOS binaries: r-release (arm64):robustmatrix_0.1.4.tgz, r-oldrel (arm64):robustmatrix_0.1.4.tgz, r-release (x86_64):robustmatrix_0.1.4.tgz, r-oldrel (x86_64):robustmatrix_0.1.4.tgz
Old sources: robustmatrix archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=robustmatrixto link to this page.


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