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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: | 2.2-7 |
| Depends: | R (≥ 2.2.1), MASS, boot, survey, mitools, graphics |
| Imports: | methods, corpcor |
| Suggests: | care |
| Published: | 2023-10-04 |
| DOI: | 10.32614/CRAN.package.relaimpo |
| Author: | Ulrike Groemping [aut, cre], Matthias Lehrkamp [ctb] |
| Maintainer: | Ulrike Groemping <ulrike.groemping at bht-berlin.de> |
| License: | GPL-2 |
| URL: | https://prof.bht-berlin.de/groemping/relaimpo/, https://prof.bht-berlin.de/groemping/ |
| NeedsCompilation: | no |
| Citation: | relaimpo citation info |
| Materials: | NEWS |
| CRAN checks: | relaimpo results |
| Reference manual: | relaimpo.pdf |
| Package source: | relaimpo_2.2-7.tar.gz |
| Windows binaries: | r-devel: relaimpo_2.2-7.zip, r-release: relaimpo_2.2-7.zip, r-oldrel: relaimpo_2.2-7.zip |
| macOS binaries: | r-release (arm64): relaimpo_2.2-7.tgz, r-oldrel (arm64): relaimpo_2.2-7.tgz, r-release (x86_64): relaimpo_2.2-7.tgz, r-oldrel (x86_64): relaimpo_2.2-7.tgz |
| Old sources: | relaimpo archive |
| Reverse imports: | ModTools, RelimpPCR, sensitivityCalibration |
| Reverse suggests: | bootnet, domir, ic.infer, pcutils |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.