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.

AuthorVincent Calcagno <vincent.calcagno@sophia.inra.fr>
Date of publication2013-04-12 14:36:05
MaintainerVincent Calcagno <vincent.calcagno@sophia.inra.fr>
LicenseGPL (>= 2)
Version1.0.7

View on CRAN

Functions

aic Man page
aic,ANY-method Man page
aicc Man page
aicc,ANY-method Man page
aicc-methods Man page
aic-methods Man page
bic Man page
bic,ANY-method Man page
bic-methods Man page
coef.glmulti Man page
consensus Man page
consensus,list-method Man page
consensus-methods Man page
getfit Man page
getfit,ANY-method Man page
getfit,coxph-method Man page
getfit,coxph.null-method Man page
getfit-methods Man page
glmulti Man page
glmulti,ANY,ANY,ANY,ANY-method Man page
glmulti,character,character,ANY,ANY-method Man page
glmulti,character,missing,ANY,missing-method Man page
glmulti-class Man page
glmulti,formula,missing,ANY,missing-method Man page
glmulti,glm,missing,ANY,missing-method Man page
glmulti,list,ANY,ANY,ANY-method Man page
glmulti,lm,missing,ANY,missing-method Man page
glmulti-methods Man page
glmulti,missing,ANY,ANY,ANY-method Man page
plot.glmulti Man page
predict.glmulti Man page
print.glmulti Man page
qaic Man page
qaic,ANY-method Man page
qaicc Man page
qaicc,ANY-method Man page
qaicc-methods Man page
qaic-methods Man page
summary.glmulti Man page
weightable Man page
weightable,glmulti-method Man page
weightable-methods Man page
write Man page
write,glmulti-method Man page
write-methods Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

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