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.
Calculates confidence intervals after variable selection using repeated data splits. The package offers methods to address the challenges of post-selection inference, ensuring more accurate confidence intervals in models involving variable selection. The two main functions are 'lmps', which records the different models selected across multiple data splits as well as the corresponding coefficient estimates, and 'cips', which takes the lmps object as input to select variables and perform inferences using two types of voting.
| Version: | 0.2.0 |
| Imports: | MASS, doParallel, foreach, ggplot2, glmnet, magrittr, mlbench, tictoc |
| Published: | 2024-10-04 |
| DOI: | 10.32614/CRAN.package.CIpostSelect |
| Author: | Boubacar DIALLO [aut, cre] |
| Maintainer: | Boubacar DIALLO <boubacar.diallo0 at yahoo.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| CRAN checks: | CIpostSelect results |
| Reference manual: | CIpostSelect.pdf |
| Package source: | CIpostSelect_0.2.0.tar.gz |
| Windows binaries: | r-devel: CIpostSelect_0.1.0.zip, r-release: CIpostSelect_0.2.0.zip, r-oldrel: CIpostSelect_0.2.0.zip |
| macOS binaries: | r-release (arm64): CIpostSelect_0.2.0.tgz, r-oldrel (arm64): CIpostSelect_0.2.0.tgz, r-release (x86_64): CIpostSelect_0.2.0.tgz, r-oldrel (x86_64): CIpostSelect_0.2.0.tgz |
| Old sources: | CIpostSelect archive |
Please use the canonical form https://CRAN.R-project.org/package=CIpostSelect 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.