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 selectboost algorithm (Bertrand et al. 2020, 'Bioinformatics', <doi:10.1093/bioinformatics/btaa855>), which is a general algorithm that improves the precision of any existing variable selection method. This algorithm is based on highly intensive simulations and takes into account the correlation structure of the data. It can either produce a confidence index for variable selection or it can be used in an experimental design planning perspective.
Version: | 2.2.2 |
Depends: | R (≥ 2.10) |
Imports: | lars, glmnet, igraph, parallel, msgps, Rfast, methods, Cascade, graphics, grDevices, varbvs, spls, abind |
Suggests: | knitr, markdown, rmarkdown, mixOmics, CascadeData |
Published: | 2022-11-30 |
DOI: | 10.32614/CRAN.package.SelectBoost |
Author: | Frederic Bertrand |
Maintainer: | Frederic Bertrand <frederic.bertrand at utt.fr> |
BugReports: | https://github.com/fbertran/SelectBoost/issues/ |
License: | GPL-3 |
URL: | https://fbertran.github.io/SelectBoost/, https://github.com/fbertran/SelectBoost/ |
NeedsCompilation: | no |
Classification/MSC: | 62H11, 62J12, 62J99 |
Citation: | SelectBoost citation info |
Materials: | README NEWS |
CRAN checks: | SelectBoost results |
Package source: | SelectBoost_2.2.2.tar.gz |
Windows binaries: | r-devel: SelectBoost_2.2.2.zip, r-release: SelectBoost_2.2.2.zip, r-oldrel: SelectBoost_2.2.2.zip |
macOS binaries: | r-release (arm64): SelectBoost_2.2.2.tgz, r-oldrel (arm64): SelectBoost_2.2.2.tgz, r-release (x86_64): SelectBoost_2.2.2.tgz, r-oldrel (x86_64): SelectBoost_2.2.2.tgz |
Old sources: | SelectBoost archive |
Reverse imports: | Patterns |
Please use the canonical form https://CRAN.R-project.org/package=SelectBoost 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.