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nnGarrote: Non-Negative Garrote Estimation with Penalized Initial Estimators

Functions to compute the non-negative garrote estimator as proposed by Breiman (1995) <https://www.jstor.org/stable/1269730> with the penalized initial estimators extension as proposed by Yuan and Lin (2007) <https://www.jstor.org/stable/4623260>.

Version: 1.0.4
Imports: glmnet
Suggests: testthat, mvnfast
Published: 2021-10-07
DOI: 10.32614/CRAN.package.nnGarrote
Author: Anthony Christidis, Stefan Van Aelst, Ruben Zamar
Maintainer: Anthony Christidis <anthony.christidis at stat.ubc.ca>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: README NEWS
CRAN checks: nnGarrote results

Documentation:

Reference manual: nnGarrote.pdf

Downloads:

Package source: nnGarrote_1.0.4.tar.gz
Windows binaries: r-devel: nnGarrote_1.0.4.zip, r-release: nnGarrote_1.0.4.zip, r-oldrel: nnGarrote_1.0.4.zip
macOS binaries: r-release (arm64): nnGarrote_1.0.4.tgz, r-oldrel (arm64): nnGarrote_1.0.4.tgz, r-release (x86_64): nnGarrote_1.0.4.tgz, r-oldrel (x86_64): nnGarrote_1.0.4.tgz
Old sources: nnGarrote 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.