relaimpo: Relative Importance of Regressors in Linear Models

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.

Package details

AuthorUlrike Groemping [aut, cre], Lehrkamp Matthias [ctb]
MaintainerUlrike Groemping <[email protected]>
LicenseGPL-2
Version2.2-3
URL http://prof.beuth-hochschule.de/groemping/relaimpo/ http://prof.beuth-hochschule.de/groemping/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("relaimpo")

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relaimpo documentation built on March 18, 2018, 2:10 p.m.