Fit the regularization path of linear, logistic or Cox models with overlapping grouped covariates based on the latent group lasso approach. Latent group MCP/SCAD as well as bi-level selection methods, namely the group exponential lasso and the composite MCP are also available. This package serves as an extension of R package 'grpreg' (by Dr. Patrick Breheny <patrick-breheny@uiowa.edu>) for grouped variable selection involving overlaps between groups.
| Version: | 2.2-0 |
| Depends: | R (≥ 3.1.0), Matrix, grpreg (≥ 3.0-2) |
| Suggests: | testthat |
| Published: | 2016-12-31 |
| Author: | Yaohui Zeng, Patrick Breheny |
| Maintainer: | Yaohui Zeng <yaohui-zeng at uiowa.edu> |
| BugReports: | https://github.com/YaohuiZeng/grpregOverlap/issues |
| License: | GPL-3 |
| URL: | https://github.com/YaohuiZeng/grpregOverlap |
| NeedsCompilation: | no |
| Citation: | grpregOverlap citation info |
| Materials: | README NEWS |
| CRAN checks: | grpregOverlap results |
| Reference manual: | grpregOverlap.pdf |
| Package source: | grpregOverlap_2.2-0.tar.gz |
| Windows binaries: | r-devel: grpregOverlap_2.2-0.zip, r-release: grpregOverlap_2.2-0.zip, r-oldrel: grpregOverlap_2.2-0.zip |
| OS X El Capitan binaries: | r-release: grpregOverlap_2.2-0.tgz |
| OS X Mavericks binaries: | r-oldrel: grpregOverlap_2.2-0.tgz |
| Old sources: | grpregOverlap archive |
| Reverse suggests: | grpreg |
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