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glmulti (version 1.0.1)

GLM model selection and multimodel inference made easy

Description

Automated model selection and model-averaging. Provides a wrapper for glm and similar 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.

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Install

install.packages('glmulti')

Monthly Downloads

1,431

Version

1.0.1

License

GPL (>= 2)

Last Published

April 15th, 2011

Functions in glmulti (1.0.1)