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starnet: Stacked Elastic Net

Implements stacked elastic net regression (Rauschenberger 2020, <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: 0.0.6
Depends: R (≥ 3.0.0)
Imports: glmnet, survival, cornet, Matrix
Suggests: knitr, testthat, rmarkdown
Enhances: CVXR, mvtnorm
Published: 2020-11-24
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
script
vignette

Downloads:

Package source: starnet_0.0.6.tar.gz
Windows binaries: r-devel: starnet_0.0.6.zip, r-release: starnet_0.0.6.zip, r-oldrel: starnet_0.0.6.zip
macOS binaries: r-release (arm64): starnet_0.0.6.tgz, r-oldrel (arm64): starnet_0.0.6.tgz, r-release (x86_64): starnet_0.0.6.tgz, r-oldrel (x86_64): starnet_0.0.6.tgz
Old sources: starnet archive

Reverse dependencies:

Reverse imports: transreg

Linking:

Please use the canonical form https://CRAN.R-project.org/package=starnet to link to this page.

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.
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