The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
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[@]metanet.ch.
Computes solutions for linear and logistic regression models with potentially high-dimensional categorical predictors. This is done by applying a nonconvex penalty (SCOPE) and computing solutions in an efficient path-wise fashion. The scaling of the solution paths is selected automatically. Includes functionality for selecting tuning parameter lambda by k-fold cross-validation and early termination based on information criteria. Solutions are computed by cyclical block-coordinate descent, iterating an innovative dynamic programming algorithm to compute exact solutions for each block.
| Version: | 2.0.3 |
| Imports: | Rcpp (≥ 1.0.1), Rdpack |
| LinkingTo: | Rcpp |
| Published: | 2021-06-14 |
| DOI: | 10.32614/CRAN.package.CatReg |
| Author: | Benjamin Stokell [aut], Daniel Grose [ctb, cre], Rajen Shah [ctb] |
| Maintainer: | Daniel Grose <dan.grose at lancaster.ac.uk> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| CRAN checks: | CatReg results |
| Reference manual: | CatReg.pdf |
| Package source: | CatReg_2.0.3.tar.gz |
| Windows binaries: | r-devel: CatReg_2.0.3.zip, r-release: CatReg_2.0.3.zip, r-oldrel: CatReg_2.0.3.zip |
| macOS binaries: | r-release (arm64): CatReg_2.0.3.tgz, r-oldrel (arm64): CatReg_2.0.3.tgz, r-release (x86_64): CatReg_2.0.3.tgz, r-oldrel (x86_64): CatReg_2.0.3.tgz |
| Old sources: | CatReg archive |
Please use the canonical form https://CRAN.R-project.org/package=CatReg 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.