Package: relaimpo 2.2-7

relaimpo: 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.

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

relaimpo_2.2-7.tar.gz
relaimpo_2.2-7.zip(r-4.5)relaimpo_2.2-7.zip(r-4.4)relaimpo_2.2-7.zip(r-4.3)
relaimpo_2.2-7.tgz(r-4.4-any)relaimpo_2.2-7.tgz(r-4.3-any)
relaimpo_2.2-7.tar.gz(r-4.5-noble)relaimpo_2.2-7.tar.gz(r-4.4-noble)
relaimpo_2.2-7.tgz(r-4.4-emscripten)relaimpo_2.2-7.tgz(r-4.3-emscripten)
relaimpo.pdf |relaimpo.html
relaimpo/json (API)
NEWS

# Install 'relaimpo' in R:
install.packages('relaimpo', repos = c('https://ugroempi.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

5.67 score 2 stars 4 packages 620 scripts 3.2k downloads 88 mentions 22 exports 13 dependencies

Last updated 1 years agofrom:8fdb19fefb. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 10 2024
R-4.5-winOKOct 10 2024
R-4.5-linuxOKOct 10 2024
R-4.4-winOKOct 10 2024
R-4.4-macOKOct 10 2024
R-4.3-winOKOct 10 2024
R-4.3-macOKOct 10 2024

Exports:$.relimplm$.relimplmbooteval$.relimplmbootMIboot.relimpboot.relimp.defaultboot.relimp.formulaboot.relimp.lmbooteval.relimpcalc.relimpcalc.relimp.defaultcalc.relimp.formulacalc.relimp.lmcoercemianalyze.relimpplot.relimplmplot.relimplmbootevalplot.relimplmbootMIprint.relimplmprint.relimplmbootevalprint.relimplmbootMIshowsummary.relimplmbootMI

Dependencies:bootcorpcorDBIlatticeMASSMatrixminqamitoolsnumDerivRcppRcppArmadillosurveysurvival

Readme and manuals

Help Manual

Help pageTopics
Package to calculate relative importance metrics for linear modelsrelaimpo-package relaimpo
Functions to Bootstrap Relative Importance Metricsboot.relimp boot.relimp.default boot.relimp.formula boot.relimp.lm booteval.relimp
Function to calculate relative importance metrics for linear modelscalc.relimp calc.relimp.default calc.relimp.formula calc.relimp.lm
Classes and Methods in Package relaimpo$.relimplm $.relimplmbooteval $.relimplmbootMI classesmethods.relaimpo plot.relimplm plot.relimplmbooteval plot.relimplmbootMI print.relimplm print.relimplmbooteval print.relimplmbootMI relimplm relimplmboot relimplmbooteval relimplmbootMI relimplmtest summary.relimplmbootMI
Function to do relative importance calculations based on multiply imputed datasetsmianalyze.relimp
Class relimplmcoerce,relimplm,list-method relimplm-class show,relimplm-method
Class relimplmbootrelimplmboot-class show,relimplmboot-method
Class relimplmbootevalrelimplmbooteval-class show,relimplmbooteval-method
Class relimplmbootMIrelimplmbootMI-class show,relimplmbootMI-method