relaimpo (version 2.2-7)

Relative Importance of Regressors in Linear Models

Description

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.

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Install

install.packages('relaimpo')

Monthly Downloads

3,077

Version

2.2-7

License

GPL-2

Last Published

October 4th, 2023

Functions in relaimpo (2.2-7)