sparselink: Sparse Regression for Related Problems
Estimates sparse regression models (i.e., with few non-zero coefficients) in high-dimensional multi-task learning and transfer learning settings, as proposed by Rauschenberger et al. (2025) <https://orbilu.uni.lu/handle/10993/63425>.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.0.0) |
| Imports: | glmnet, pROC, stats, mvtnorm, spls, xrnet |
| Suggests: | knitr, testthat, remotes, glmtrans, rmarkdown |
| Published: | 2025-06-03 |
| DOI: | 10.32614/CRAN.package.sparselink |
| Author: | Armin Rauschenberger
 [aut, cre] |
| Maintainer: | Armin Rauschenberger <armin.rauschenberger at lih.lu> |
| BugReports: | https://github.com/rauschenberger/sparselink/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/rauschenberger/sparselink, https://rauschenberger.github.io/sparselink/ |
| NeedsCompilation: | no |
| Citation: | sparselink citation info |
| Materials: | README, NEWS |
| CRAN checks: | sparselink results |
Documentation:
| Reference manual: | sparselink.html , sparselink.pdf |
| Vignettes: |
Analysis code (source, R code) Sparse regression for related problems (source) |
Downloads:
| Package source: | sparselink_1.0.0.tar.gz |
| Windows binaries: | r-devel: sparselink_1.0.0.zip, r-release: sparselink_1.0.0.zip, r-oldrel: sparselink_1.0.0.zip |
| macOS binaries: | r-release (arm64): sparselink_1.0.0.tgz, r-oldrel (arm64): sparselink_1.0.0.tgz, r-release (x86_64): sparselink_1.0.0.tgz, r-oldrel (x86_64): sparselink_1.0.0.tgz |
Linking:
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