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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 |
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 |
Reference manual: | starnet.pdf |
Vignettes: |
article script vignette |
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 imports: | transreg |
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These binaries (installable software) and packages are in development.
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