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.

Author
Ulrike Groemping [aut, cre], Lehrkamp Matthias [ctb]
Date of publication
2013-09-11 14:29:23
Maintainer
Ulrike Groemping <groemping@bht-berlin.de>
License
GPL-2
Version
2.2-2
URLs

View on CRAN

Man pages

booteval.relimp
Functions to Bootstrap Relative Importance Metrics
calc.relimp
Function to calculate relative importance metrics for linear...
classesmethods.relaimpo
Classes and Methods in Package relaimpo
mianalyze.relimp
Function to do relative importance calculations based on...
relaimpo-package
Package to calculate relative importance metrics for linear...
relimplmboot-class
Class relimplmboot
relimplmbooteval-class
Class relimplmbooteval
relimplmbootMI-class
Class relimplmbootMI
relimplm-class
Class relimplm

Files in this package

relaimpo
relaimpo/inst
relaimpo/inst/CITATION
relaimpo/inst/NEWS
relaimpo/NAMESPACE
relaimpo/R
relaimpo/R/classes.R
relaimpo/R/print.relimplm.R
relaimpo/R/genizicalc.R
relaimpo/R/aaa.R
relaimpo/R/dollar.relimplmbootMI.R
relaimpo/R/calc.relimp.default.intern.R
relaimpo/R/dollar.relimplm.R
relaimpo/R/calcrelimp.forboot.fixed.R
relaimpo/R/boot.relimp.default.intern.R
relaimpo/R/carcalc.R
relaimpo/R/boot.relimp.R
relaimpo/R/boot.relimp.default.R
relaimpo/R/calc.relimp.R
relaimpo/R/dollar.relimplmbooteval.R
relaimpo/R/checkWW.R
relaimpo/R/list2vec.R
relaimpo/R/plot.relimplmbooteval.R
relaimpo/R/summary.relimplmbootMI.R
relaimpo/R/calcrelimp.forboot.R
relaimpo/R/calc.relimp.lm.R
relaimpo/R/lmgcalc.R
relaimpo/R/plot.relimplmbootMI.R
relaimpo/R/alltype.R
relaimpo/R/booteval.relimp.R
relaimpo/R/mianalyze.relimp.R
relaimpo/R/methods.R
relaimpo/R/lmgcalcWW.R
relaimpo/R/nchoosek.R
relaimpo/R/calcrelimp.forsurvey.R
relaimpo/R/boot.relimp.formula.R
relaimpo/R/print.relimplmbooteval.R
relaimpo/R/varicalc.R
relaimpo/R/prattcalc.R
relaimpo/R/calc.relimp.default.R
relaimpo/R/calc.relimp.formula.R
relaimpo/R/lastcalc.R
relaimpo/R/print.relimplmbootMI.R
relaimpo/R/list2vecc.R
relaimpo/R/as.list.relimplm.R
relaimpo/R/permutations.R
relaimpo/R/firstcalc.R
relaimpo/R/plot.relimplm.R
relaimpo/R/boot.relimp.lm.R
relaimpo/R/factorWW.R
relaimpo/R/zzz.R
relaimpo/R/betasqcalc.R
relaimpo/MD5
relaimpo/DESCRIPTION
relaimpo/man
relaimpo/man/classesmethods.relaimpo.Rd
relaimpo/man/relimplmbooteval-class.Rd
relaimpo/man/relimplmboot-class.Rd
relaimpo/man/relimplmbootMI-class.Rd
relaimpo/man/calc.relimp.Rd
relaimpo/man/relaimpo-package.Rd
relaimpo/man/booteval.relimp.Rd
relaimpo/man/relimplm-class.Rd
relaimpo/man/mianalyze.relimp.Rd