shadowVIMP-package {shadowVIMP}R Documentation

shadowVIMP: Covariate Selection Based on VIMP Permutation-Like Testing

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.

Author(s)

Maintainer: Oktawia Miluch oktawia.miluch@staburo.de

Authors:

Other contributors:

See Also

Useful links:


[Package shadowVIMP version 1.0.2 Index]