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
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

Linking:

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