palasso: Sparse Regression with Paired Covariates
Implements sparse regression with paired covariates (<doi:10.1007/s11634-019-00375-6>). The paired lasso is designed for settings where each covariate in one set forms a pair with a covariate in the other set (one-to-one correspondence). For the optional correlation shrinkage, install ashr (<https://github.com/stephens999/ashr>) and CorShrink (<https://github.com/kkdey/CorShrink>) from GitHub (see README).
| Version: | 1.0.0 |
| Depends: | R (≥ 3.0.0) |
| Imports: | glmnet, Matrix, survival |
| Suggests: | knitr, testthat, rmarkdown, remotes, pROC, edgeR, ashr, CorShrink |
| Published: | 2024-09-26 |
| DOI: | 10.32614/CRAN.package.palasso |
| Author: | Armin Rauschenberger
 [aut, cre] |
| Maintainer: | Armin Rauschenberger <armin.rauschenberger at uni.lu> |
| BugReports: | https://github.com/rauschenberger/palasso/issues |
| License: | GPL-3 |
| URL: | https://github.com/rauschenberger/palasso, https://rauschenberger.github.io/palasso/ |
| NeedsCompilation: | no |
| Citation: | palasso citation info |
| Materials: | README NEWS |
| CRAN checks: | palasso results |
Documentation:
| Reference manual: | palasso.pdf |
| Vignettes: |
article (source) script (source, R code) vignette (source, R code) |
Downloads:
| Package source: | palasso_1.0.0.tar.gz |
| Windows binaries: | r-devel: palasso_1.0.0.zip, r-release: palasso_1.0.0.zip, r-oldrel: palasso_1.0.0.zip |
| macOS binaries: | r-release (arm64): palasso_1.0.0.tgz, r-oldrel (arm64): palasso_1.0.0.tgz, r-release (x86_64): palasso_1.0.0.tgz, r-oldrel (x86_64): palasso_1.0.0.tgz |
| Old sources: | palasso archive |
Reverse dependencies:
| Reverse imports: | cornet, FuzzySimRes, joinet |
| Reverse suggests: | transreg |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=palasso to link to this page.