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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 ORCID iD [aut, cre]
Maintainer: Meredith Wallace <lotzmj at upmc.edu>
License: MIT + file LICENSE
NeedsCompilation: no
CRAN checks: VIMPS results

Documentation:

Reference manual: VIMPS.pdf
Vignettes: VIMPS

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 form https://CRAN.R-project.org/package=VIMPS 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.