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.
An implementation of the induced smoothing (IS) idea to lasso regularization models to allow estimation and inference on the model coefficients (currently hypothesis testing only). Linear, logistic, Poisson and gamma regressions with several link functions are implemented. The algorithm is described in the original paper; see <doi:10.1177/0962280219842890> and discussed in a tutorial <doi:10.13140/RG.2.2.16360.11521>.
| Version: | 1.5.2 |
| Depends: | glmnet (≥ 4.0), Matrix (≥ 1.0-6), R (≥ 4.0.0) |
| Imports: | stats, utils, graphics |
| Suggests: | knitr, lars, xfun, rmarkdown |
| Published: | 2024-01-23 |
| DOI: | 10.32614/CRAN.package.islasso |
| Author: | Gianluca Sottile [aut, cre], Giovanna Cilluffo [aut, ctb], Vito MR Muggeo [aut, ctb] |
| Maintainer: | Gianluca Sottile <gianluca.sottile at unipa.it> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Citation: | islasso citation info |
| Materials: | NEWS |
| In views: | MachineLearning |
| CRAN checks: | islasso results |
| Reference manual: | islasso.pdf |
| Package source: | islasso_1.5.2.tar.gz |
| Windows binaries: | r-devel: islasso_1.5.2.zip, r-release: islasso_1.5.2.zip, r-oldrel: islasso_1.5.2.zip |
| macOS binaries: | r-release (arm64): islasso_1.5.2.tgz, r-oldrel (arm64): islasso_1.5.2.tgz, r-release (x86_64): islasso_1.5.2.tgz, r-oldrel (x86_64): islasso_1.5.2.tgz |
| Old sources: | islasso archive |
Please use the canonical form https://CRAN.R-project.org/package=islasso 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.