relaimpo
swMATH8174CRANrelaimpoMaRDI QIDQ20184
Relative Importance of Regressors in Linear Models
Last update: 4 October 2023
Copyright license: GNU General Public License, version 2.0
Software version identifier: 2.2-6, 0.1, 0.2, 0.3, 0.4, 0.5, 1.0-1, 1.0, 1.1-1, 1.1, 1.2-1, 1.2-2, 1.2, 2.0-2, 2.0, 2.1-1, 2.1-2, 2.1-4, 2.1, 2.2-2, 2.2-3, 2.2-4, 2.2-5, 2.2, 2.2-7
Source code repository: https://github.com/cran/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.
