glmulti (

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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.

Maintainer: Vincent Calcagno
Author(s): Vincent Calcagno <>

License: GPL (>= 2)

Uses: rJava, aod, leaps, lme4, pscl, survival, MASS, nnet
Reverse suggests: mplot

Released 10 months ago.

14 previous versions



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