VIMPS: Calculate Variable Importance with Knock Off Variables (original) (raw)
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 |
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| 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 |
| License: | MIT + file |
| NeedsCompilation: | no |
| CRAN checks: | VIMPS results |
Documentation:
| Reference manual: | VIMPS.pdf |
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| Vignettes: | VIMPS |
Downloads:
| Package source: | VIMPS_1.0.tar.gz |
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| 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:
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