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.

AuthorUlrike Groemping [aut, cre], Lehrkamp Matthias [ctb]
Date of publication2013-09-11 14:29:23
MaintainerUlrike Groemping <groemping@bht-berlin.de>
LicenseGPL-2
Version2.2-2
http://prof.beuth-hochschule.de/groemping/relaimpo/, http://prof.beuth-hochschule.de/groemping/

View on CRAN

Functions

booteval.relimp Man page
boot.relimp Man page
boot.relimp.default Man page
boot.relimp.formula Man page
boot.relimp.lm Man page
calc.relimp Man page
calc.relimp.default Man page
calc.relimp.formula Man page
calc.relimp.lm Man page
classesmethods.relaimpo Man page
coerce,relimplm,list-method Man page
mianalyze.relimp Man page
plot.relimplm Man page
plot.relimplmbooteval Man page
plot,relimplmbooteval-method Man page
plot.relimplmbootMI Man page
plot,relimplmbootMI-method Man page
plot,relimplm-method Man page
print.relimplm Man page
print.relimplmbooteval Man page
print,relimplmbooteval-method Man page
print,relimplmboot-method Man page
print.relimplmbootMI Man page
print,relimplmbootMI-method Man page
print,relimplm-method Man page
relaimpo Man page
relaimpo-package Man page
relimplm Man page
$.relimplm Man page
relimplmboot Man page
relimplmboot-class Man page
relimplmbooteval Man page
$.relimplmbooteval Man page
relimplmbooteval-class Man page
$,relimplmbooteval-method Man page
relimplmbootMI Man page
$.relimplmbootMI Man page
relimplmbootMI-class Man page
$,relimplmbootMI-method Man page
relimplm-class Man page
$,relimplm-method Man page
relimplmtest Man page
show,relimplmbooteval-method Man page
show,relimplmboot-method Man page
show,relimplmbootMI-method Man page
show,relimplm-method Man page
summary.relimplmbootMI Man page
summary,relimplmbootMI-method Man page

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.