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.

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Description file content

Package
relaimpo
Title
Relative Importance of Regressors in Linear Models
Version
2.2-3
Date
2018-03-09
Description
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.
Depends
R(>= 2.2.1), MASS, boot, survey, mitools, graphics
Imports
methods, corpcor
Maintainer
Ulrike Groemping
License
GPL-2
LazyLoad
yes
Encoding
latin1
URL
NeedsCompilation
no
Packaged
2018-03-09 11:11:57 UTC; Gr�mping
Author
Ulrike Groemping [aut, cre], Lehrkamp Matthias [ctb]
Repository
CRAN
Date/Publication
2018-03-10 16:27:32 UTC

install.packages('relaimpo')

2.2-3

9 months ago

http://prof.beuth-hochschule.de/groemping/relaimpo/

Ulrike Groemping

GPL-2

Depends on

R(>= 2.2.1), MASS, boot, survey, mitools, graphics

Imports

methods, corpcor

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