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 |
| Depends: | R (≥ 2.2.1), MASS, boot, survey, methods, mitools, corpcor |
| Published: | 2010-09-15 |
| Author: | Ulrike Groemping, with contributions from Matthias Lehrkamp |
| Maintainer: | Ulrike Groemping <groemping at bht-berlin.de> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] (see file LICENSE) |
| URL: | http://prof.beuth-hochschule.de/groemping/relaimpo/, http://prof.beuth-hochschule.de/groemping/ |
| NeedsCompilation: | no |
| Citation: | relaimpo citation info |
| In views: | Multivariate |
| CRAN checks: | relaimpo results |
| Package source: | relaimpo_2.2.tar.gz |
| MacOS X binary: | relaimpo_2.2.tgz |
| Windows binary: | relaimpo_2.2.zip |
| Reference manual: | relaimpo.pdf |
| News/ChangeLog: | NEWS |
| Old sources: | relaimpo archive |
| Reverse suggests: | ic.infer |