relaimpo provides several metrics for assessing relative importance in linear models. These can be printed, plotted and bootstrapped. The recommended metric is lmg, which provides a decomposition of the model explained variance into non-negative contributions. There is a version of this package available that additionally provides a new and also recommended metric called pmvd. If you are a non-US user, you can download this extended version from Ulrike Groempings web site.

Home http://prof.beuth-hochschule.de/groemping/relaimpo/, http://prof.beuth-hochschule.de/groemping/
Versions 2.2_2
License GPL-2
Recipe https://github.com/bioconda/bioconda-recipes/tree/master/recipes/r-relaimpo


With an activated Bioconda channel (see 2. Set up channels), install with:

conda install r-relaimpo

and update with:

conda update r-relaimpo


A Docker container is available at https://quay.io/repository/biocontainers/r-relaimpo.