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: | 1.0.0 |
| Depends: | R (≥ 3.0.0) |
| Imports: | glmnet, survival, cornet, Matrix |
| Suggests: | knitr, testthat, rmarkdown, CVXR, mvtnorm |
| Published: | 2025-06-10 |
| 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/, https://rauschenberger.github.io/starnet/ |
| NeedsCompilation: | no |
| Citation: | starnet citation info |
| Materials: | README, NEWS |
| CRAN checks: | starnet results |
Documentation:
| Reference manual: | starnet.html , starnet.pdf |
| Vignettes: |
article (source) script (source, R code) vignette (source, R code) |
Downloads:
| Package source: | starnet_1.0.0.tar.gz |
| Windows binaries: | r-devel: starnet_1.0.0.zip, r-release: starnet_1.0.0.zip, r-oldrel: starnet_1.0.0.zip |
| macOS binaries: | r-release (arm64): starnet_1.0.0.tgz, r-oldrel (arm64): starnet_1.0.0.tgz, r-release (x86_64): starnet_1.0.0.tgz, r-oldrel (x86_64): starnet_1.0.0.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.