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starnet: Stacked Elastic Net

Implements stacked elastic net regression (Rauschenberger 2021, <doi:10.1093/bioinformatics/btaa535>). The elastic net generalises ridge and lasso regularisation (Zou 2005, <doi:10.1111/j.1467-9868.2005.00503.x>). Instead of fixing or tuning the mixing parameter alpha, we combine multiple alpha by stacked generalisation (Wolpert 1992 <doi:10.1016/S0893-6080(05)80023-1>).

Version: 0.0.7
Depends: R (≥ 3.0.0)
Imports: glmnet, survival, cornet, Matrix
Suggests: knitr, testthat, rmarkdown
Enhances: CVXR, mvtnorm
Published: 2024-09-20
DOI: 10.32614/CRAN.package.starnet
Author: Armin Rauschenberger [aut, cre]
Maintainer: Armin Rauschenberger <armin.rauschenberger at uni.lu>
BugReports: https://github.com/rauschenberger/starnet/issues
License: GPL-3
URL: https://github.com/rauschenberger/starnet
NeedsCompilation: no
Language: en-GB
Citation: starnet citation info
Materials: README NEWS
CRAN checks: starnet results

Documentation:

Reference manual: starnet.pdf
Vignettes: article (source)
script (source, R code)
vignette (source, R code)

Downloads:

Package source: starnet_0.0.7.tar.gz
Windows binaries: r-devel: starnet_0.0.7.zip, r-release: starnet_0.0.7.zip, r-oldrel: starnet_0.0.7.zip
macOS binaries: r-release (arm64): starnet_0.0.7.tgz, r-oldrel (arm64): starnet_0.0.7.tgz, r-release (x86_64): starnet_0.0.7.tgz, r-oldrel (x86_64): starnet_0.0.7.tgz
Old sources: starnet archive

Reverse dependencies:

Reverse imports: transreg

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.