VIMPS: Calculate Variable Importance with Knock Off Variables
The variable importance is calculated using knock off variables. Then output can be provided in numerical and graphical form. Meredith L Wallace (2023) <doi:10.1186/s12874-023-01965-x>.
| Version: | 1.0 |
| Imports: | caret,ggplot2,ranger,knockoff,ROCR |
| Suggests: | knitr,rmarkdown,testthat |
| Published: | 2024-02-21 |
| DOI: | 10.32614/CRAN.package.VIMPS |
| Author: | Meredith Wallace [aut, cre] |
| Maintainer: | Meredith Wallace <lotzmj at upmc.edu> |
| License: | MIT + fileLICENSE |
| NeedsCompilation: | no |
| CRAN checks: | VIMPS results |
Documentation:
| Reference manual: | VIMPS.html ,VIMPS.pdf |
| Vignettes: | VIMPS (source,R code) |
Downloads:
| Package source: | VIMPS_1.0.tar.gz |
| Windows binaries: | r-devel:VIMPS_1.0.zip, r-release:VIMPS_1.0.zip, r-oldrel:VIMPS_1.0.zip |
| macOS binaries: | r-release (arm64):VIMPS_1.0.tgz, r-oldrel (arm64):VIMPS_1.0.tgz, r-release (x86_64):VIMPS_1.0.tgz, r-oldrel (x86_64):VIMPS_1.0.tgz |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=VIMPSto link to this page.