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relaimpo  

Relative Importance of Regressors in Linear Models
View on CRAN: Click here


Download and install relaimpo package within the R console
Install from CRAN:
install.packages("relaimpo")

Install from Github:
library("remotes")
install_github("cran/relaimpo")

Install by package version:
library("remotes")
install_version("relaimpo", "2.2-7")



Attach the package and use:
library("relaimpo")
Maintained by
Ulrike Groemping
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2005-12-01
Latest Update: 2023-10-04
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.
How to cite:
Ulrike Groemping (2005). relaimpo: Relative Importance of Regressors in Linear Models. R package version 2.2-7, https://cran.r-project.org/web/packages/relaimpo. Accessed 06 Nov. 2024.
Previous versions and publish date:
0.1 (2005-12-01 08:33), 0.2 (2005-12-17 13:04), 0.3 (2006-01-13 09:14), 0.4 (2006-01-23 09:39), 0.5 (2006-02-04 00:20), 1.0-1 (2006-06-21 09:54), 1.0 (2006-06-19 08:58), 1.1-1 (2006-09-22 13:14), 1.1 (2006-06-30 10:04), 1.2-1 (2007-09-30 17:56), 1.2-2 (2007-10-01 12:16), 1.2 (2007-01-28 20:16), 2.0-2 (2008-04-04 16:28), 2.0 (2007-11-23 09:22), 2.1-1 (2009-05-15 13:27), 2.1-2 (2009-05-17 18:22), 2.1-4 (2009-10-19 18:17), 2.1 (2008-08-12 16:19), 2.2-2 (2013-09-11 14:29), 2.2-3 (2018-03-10 17:27), 2.2-4 (2021-05-13 16:30), 2.2-5 (2021-05-15 08:20), 2.2-6 (2021-10-20 18:10), 2.2 (2010-09-15 16:47)
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