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glmulti  

Model Selection and Multimodel Inference Made Easy
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("glmulti", "1.0.8")



Attach the package and use:
library("glmulti")
Maintained by
Vincent Calcagno
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2009-06-20
Latest Update: 2020-05-26
Description:
Automated model selection and model-averaging. Provides a wrapper for glm and other functions, automatically generating all possible models (under constraints set by the user) with the specified response and explanatory variables, and finding the best models in terms of some Information Criterion (AIC, AICc or BIC). Can handle very large numbers of candidate models. Features a Genetic Algorithm to find the best models when an exhaustive screening of the candidates is not feasible.
How to cite:
Vincent Calcagno (2009). glmulti: Model Selection and Multimodel Inference Made Easy. R package version 1.0.8, https://cran.r-project.org/web/packages/glmulti. Accessed 06 Nov. 2024.
Previous versions and publish date:
0.5-1 (2009-06-20 11:52), 0.5-2 (2009-10-01 21:54), 0.5-3 (2009-10-20 21:31), 0.6-1 (2009-12-01 16:39), 0.6-2 (2009-12-02 08:58), 0.6-3 (2010-08-23 11:24), 0.7 (2011-01-31 08:37), 1.0.1 (2011-04-15 07:18), 1.0.2 (2011-07-29 07:23), 1.0.3 (2011-11-29 07:57), 1.0.4 (2012-02-22 15:07), 1.0.6 (2012-08-22 14:08), 1.0.7.1 (2019-04-14 12:46), 1.0.7 (2013-04-12 14:36), 1.0 (2011-04-06 20:13)
Other packages that cited glmulti R package
View glmulti citation profile
Other R packages that glmulti depends, imports, suggests or enhances
Complete documentation for glmulti
Functions, R codes and Examples using the glmulti R package
Some associated functions: aic-methods . aic . aicc-methods . bic-methods . coef.glmulti . consensus-methods . consensus . getfit-methods . getfit . glmulti-class . glmulti-methods . glmulti . qaic-methods . qaicc-methods . summary.glmulti . weightable-methods . weightable . write-methods . write . 
Some associated R codes: onLoad.R .  Full glmulti package functions and examples
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