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.
Group SLOPE (Group Sorted L1 Penalized Estimation) is a penalized linear regression method that is used for adaptive selection of groups of significant predictors in a high-dimensional linear model. The Group SLOPE method can control the (group) false discovery rate at a user-specified level (i.e., control the expected proportion of irrelevant among all selected groups of predictors). For additional information about the implemented methods please see Brzyski, Gossmann, Su, Bogdan (2018) <doi:10.1080/01621459.2017.1411269>.
| Version: | 0.3.3 |
| Imports: | Rcpp |
| LinkingTo: | Rcpp |
| Suggests: | testthat, knitr, rmarkdown, pander, isotone, SLOPE |
| Published: | 2023-05-24 |
| DOI: | 10.32614/CRAN.package.grpSLOPE |
| Author: | Alexej Gossmann [aut, cre], Damian Brzyski [aut], Weijie Su [aut], Malgorzata Bogdan [aut], Ewout van den Berg [ctb] (Code adapted from 'SLOPE' version 0.1.3, as well as from http://statweb.stanford.edu/~candes/SortedL1/software.html under GNU GPL-3), Emmanuel Candes [ctb] (Code adapted from 'SLOPE' version 0.1.3, as well as from http://statweb.stanford.edu/~candes/SortedL1/software.html under GNU GPL-3), Chiara Sabatti [ctb] (Code adapted from 'SLOPE' version 0.1.3, as well as from http://statweb.stanford.edu/~candes/SortedL1/software.html under GNU GPL-3), Evan Patterson [ctb] (Code adapted from 'SLOPE' version 0.1.3, as well as from http://statweb.stanford.edu/~candes/SortedL1/software.html under GNU GPL-3) |
| Maintainer: | Alexej Gossmann <alexej.go at googlemail.com> |
| BugReports: | https://github.com/agisga/grpSLOPE/issues |
| License: | GPL-3 |
| URL: | https://github.com/agisga/grpSLOPE |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | grpSLOPE results |
| Reference manual: | grpSLOPE.pdf |
| Vignettes: |
Basic usage of grpSLOPE |
| Package source: | grpSLOPE_0.3.3.tar.gz |
| Windows binaries: | r-devel: grpSLOPE_0.3.3.zip, r-release: grpSLOPE_0.3.3.zip, r-oldrel: grpSLOPE_0.3.3.zip |
| macOS binaries: | r-release (arm64): grpSLOPE_0.3.3.tgz, r-oldrel (arm64): grpSLOPE_0.3.3.tgz, r-release (x86_64): grpSLOPE_0.3.3.tgz, r-oldrel (x86_64): grpSLOPE_0.3.3.tgz |
| Old sources: | grpSLOPE archive |
| Reverse suggests: | sgs |
Please use the canonical form https://CRAN.R-project.org/package=grpSLOPE 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.