The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Network-based regularization has achieved success in variable selection for high-dimensional biological data due to its ability to incorporate correlations among genomic features. This package provides procedures of network-based variable selection for generalized linear models (Ren et al. (2017) <doi:10.1186/s12863-017-0495-5> and Ren et al.(2019) <doi:10.1002/gepi.22194>). Continuous, binary, and survival response are supported. Robust network-based methods are available for continuous and survival responses.
| Version: | 1.0.1 |
| Depends: | R (≥ 4.0.0) |
| Imports: | glmnet, stats, Rcpp, igraph, utils |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | testthat, covr |
| Published: | 2024-02-22 |
| DOI: | 10.32614/CRAN.package.regnet |
| Author: | Jie Ren, Luann C. Jung, Yinhao Du, Cen Wu, Yu Jiang, Junhao Liu |
| Maintainer: | Jie Ren <jieren at ksu.edu> |
| BugReports: | https://github.com/jrhub/regnet/issues |
| License: | GPL-2 |
| URL: | https://github.com/jrhub/regnet |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| In views: | Omics |
| CRAN checks: | regnet results |
| Reference manual: | regnet.pdf |
| Package source: | regnet_1.0.1.tar.gz |
| Windows binaries: | r-devel: regnet_1.0.1.zip, r-release: regnet_1.0.1.zip, r-oldrel: regnet_1.0.1.zip |
| macOS binaries: | r-release (arm64): regnet_1.0.1.tgz, r-oldrel (arm64): regnet_1.0.1.tgz, r-release (x86_64): regnet_1.0.1.tgz, r-oldrel (x86_64): regnet_1.0.1.tgz |
| Old sources: | regnet archive |
Please use the canonical form https://CRAN.R-project.org/package=regnet to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.