CRAN

glmulti 1.0.7.1

Model Selection and Multimodel Inference Made Easy

Released Apr 14, 2019 by Vincent Calcagno

This package cannot yet be used with Renjin because there was a problem building the package using Renjin's toolchain. View Build Log An older version of this package is more compatible with Renjin.

Dependencies

rJava

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.