Calculate Variable Importance with Knock Off Variables [R package VIMPS version 1.0]

Meredith Wallace

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 + file LICENSE
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:

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