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relaimpo

swMATH ID: 8174
Software Authors: Ulrike Grömping; Lehrkamp Matthias
Description: relaimpo: Relative importance of regressors in linear models. 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.
Homepage: http://cran.r-project.org/web/packages/relaimpo/
Source Code: https://github.com/cran/relaimpo
Dependencies: R
Related Software: R; UCI-ml; hier.part; bnlearn; Matlab; glmnet; CRAN; care; ElemStatLearn; caret; relimp; quadprog; ibdreg; SAS; kappalab; boot; SAGx; mvtnorm; GAUSS; ic.infer
Cited in: 26 Publications

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