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: | 0.0.3 |
| Depends: | R (≥ 3.0.0) |
| Imports: | glmnet, survival, cornet, joinet, Matrix |
| Suggests: | knitr, testthat, rmarkdown |
| Enhances: | CVXR, mvtnorm |
| Published: | 2020-06-10 |
| 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_0.0.3.tar.gz |
| Windows binaries: | r-devel: starnet_0.0.3.zip, r-release: starnet_0.0.3.zip, r-oldrel: starnet_0.0.3.zip |
| macOS binaries: | r-release: starnet_0.0.3.tgz, r-oldrel: starnet_0.0.3.tgz |
| Old sources: | starnet archive |
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