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.


Reference manual

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install.packages("relaimpo")

2.2-7 by Ulrike Groemping, 3 years ago


https://prof.bht-berlin.de/groemping/relaimpo/, https://prof.bht-berlin.de/groemping/


Browse source code at https://github.com/cran/relaimpo


Authors: Ulrike Groemping [aut, cre] , Matthias Lehrkamp [ctb]


Documentation:   PDF Manual  


GPL-2 license


Imports methods, corpcor

Depends on MASS, boot, survey, mitools, graphics

Suggests care


Imported by ModTools, RelimpPCR.

Suggested by VeraCrop, bootnet, domir, ic.infer, pcutils, rollshap.


See at CRAN