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ShrinkCovMat: Shrinkage Covariance Matrix Estimators

Provides nonparametric Steinian shrinkage estimators of the covariance matrix that are suitable in high dimensional settings, that is when the number of variables is larger than the sample size.

Version: 1.4.0
Depends: R (≥ 2.10)
Imports: Rcpp (≥ 1.0.1)
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (≥ 2.1.0), covr
Published: 2019-07-30
DOI: 10.32614/CRAN.package.ShrinkCovMat
Author: Anestis Touloumis [aut, cre] (0000-0002-5965-1639)
Maintainer: Anestis Touloumis <A.Touloumis at brighton.ac.uk>
BugReports: http://github.com/AnestisTouloumis/ShrinkCovMat/issues
License: GPL-2 | GPL-3
URL: http://github.com/AnestisTouloumis/ShrinkCovMat
NeedsCompilation: yes
Citation: ShrinkCovMat citation info
Materials: NEWS
CRAN checks: ShrinkCovMat results

Documentation:

Reference manual: ShrinkCovMat.pdf

Downloads:

Package source: ShrinkCovMat_1.4.0.tar.gz
Windows binaries: r-devel: ShrinkCovMat_1.4.0.zip, r-release: ShrinkCovMat_1.4.0.zip, r-oldrel: ShrinkCovMat_1.4.0.zip
macOS binaries: r-release (arm64): ShrinkCovMat_1.4.0.tgz, r-oldrel (arm64): ShrinkCovMat_1.4.0.tgz, r-release (x86_64): ShrinkCovMat_1.4.0.tgz, r-oldrel (x86_64): ShrinkCovMat_1.4.0.tgz
Old sources: ShrinkCovMat archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.