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.
| Version: | 2.2-2 |
| Depends: | R (≥ 2.2.1), MASS, boot, survey, mitools, graphics |
| Imports: | methods, corpcor |
| Published: | 2013-09-11 |
| Author: | Ulrike Groemping [aut, cre], Lehrkamp Matthias [ctb] |
| Maintainer: | Ulrike Groemping <groemping at bht-berlin.de> |
| BugReports: | NA |
| License: | GPL-2 |
| URL: | http://prof.beuth-hochschule.de/groemping/relaimpo/, http://prof.beuth-hochschule.de/groemping/ |
| NeedsCompilation: | no |
| Citation: | relaimpo citation info |
| Materials: | NEWS |
| In views: | Multivariate |
| CRAN checks: | relaimpo results |
| Reference manual: | relaimpo.pdf |
| Package source: | relaimpo_2.2-2.tar.gz |
| Windows binaries: | r-devel: relaimpo_2.2-2.zip, r-release: relaimpo_2.2-2.zip, r-oldrel: relaimpo_2.2-2.zip |
| OS X Mavericks binaries: | r-release: relaimpo_2.2-2.tgz, r-oldrel: relaimpo_2.2-2.tgz |
| Old sources: | relaimpo archive |
| Reverse suggests: | ic.infer |