shadowVIMP

Covariate Selection Based on VIMP Permutation-Like Testing

v1.0.2 · Jun 19, 2025 · Apache License (>= 2)

Description

A statistical method for reducing the number of covariates in an analysis by evaluating Variable Importance Measures (VIMPs) derived from the Random Forest algorithm. It performs statistical tests on the VIMPs and outputs whether the covariate is significant along with the p-values.

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CRAN Check Status

13 OK

Show all 13 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	290.4s
r-devel-linux-x86_64-debian-gcc	OK	251s
r-devel-linux-x86_64-fedora-clang	OK	568.3s
r-devel-linux-x86_64-fedora-gcc	OK	540.6s
r-devel-windows-x86_64	OK	286s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	171s
r-oldrel-windows-x86_64	OK	396s
r-patched-linux-x86_64	OK	281.9s
r-release-linux-x86_64	OK
r-release-macos-arm64	OK	92s
r-release-macos-x86_64	OK	265s
r-release-windows-x86_64	OK	287s

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026

ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026

ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘ggpubr’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Version History

1 tracked

new 1.0.2 Mar 10, 2026

R Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Jun 19, 2025. Releases before tracking aren’t shown.