glmulti: Model selection and multimodel inference made easy

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.

Version: 1.0.7
Depends: R (≥ 2.13.0), rJava (≥ 0.5-0), methods
Suggests: MASS, aod, lme4, pscl, leaps, survival, nnet
Published: 2013-04-12
Author: Vincent Calcagno
Maintainer: Vincent Calcagno <vincent.calcagno at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
SystemRequirements: Java (>= 5.0)
Materials: ChangeLog
CRAN checks: glmulti results


Reference manual: glmulti.pdf
Package source: glmulti_1.0.7.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X Snow Leopard binaries: r-release: glmulti_1.0.7.tgz, r-oldrel: glmulti_1.0.7.tgz
OS X Mavericks binaries: r-release: glmulti_1.0.7.tgz
Old sources: glmulti archive