CRAN/E | relaimpo

relaimpo

Relative Importance of Regressors in Linear Models

Installation

About

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.

Citation relaimpo citation info
prof.bht-berlin.de/groemping/relaimpo/
prof.bht-berlin.de/groemping/

Key Metrics

Version 2.2-7
R ≥ 2.2.1
Published 2023-10-04 294 days ago
Needs compilation? no
License GPL-2
CRAN checks relaimpo results

Downloads

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Last 365 days 45.046 -29%

Maintainer

Maintainer

Ulrike Groemping

Authors

Ulrike Groemping

aut / cre

Matthias Lehrkamp

ctb

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

relaimpo archive

Depends

R ≥ 2.2.1
MASS
boot
survey
mitools
graphics

Imports

methods
corpcor

Suggests

care

Reverse Imports

ModTools
packDAMipd
RelimpPCR
sensitivityCalibration

Reverse Suggests

bootnet
domir
FactorsR
ic.infer