glmulti: Model selection and multimodel inference made easy

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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.

Author
Vincent Calcagno <vincent.calcagno@sophia.inra.fr>
Date of publication
2013-04-12 14:36:05
Maintainer
Vincent Calcagno <vincent.calcagno@sophia.inra.fr>
License
GPL (>= 2)
Version
1.0.7

View on CRAN

Man pages

aic
Computing an IC from a fitted model object
aicc-methods
Methods for Function aicc
aic-methods
Methods for Function aic
bic-methods
Methods for Function bic
coef.glmulti
Model averaging and multimodel inference with glmulti
consensus
Takes a consensus of several glmulti objects
consensus-methods
Consensus method for glmulti objects.
getfit
Accessing coefficients of a fitted model object
getfit-methods
Methods for Function getfit
glmulti
Automated model selection and multimodel inference with...
glmulti-class
Class "glmulti"
glmulti-methods
Methods for Function glmulti: different ways to call glmulti
qaicc-methods
Methods for Function qaicc
qaic-methods
Methods for Function qaic
summary.glmulti
Handling glmulti objects
weightable
Table of relative supports
weightable-methods
Table of relative supports
write
Writing glmulti objects
write-methods
Methods for Function write

Files in this package

glmulti
glmulti/MD5
glmulti/R
glmulti/R/glmulti.r
glmulti/R/onLoad.R
glmulti/NAMESPACE
glmulti/ChangeLog
glmulti/DESCRIPTION
glmulti/inst
glmulti/inst/doc
glmulti/inst/doc/glmulti.pdf
glmulti/inst/java
glmulti/inst/java/glmulti
glmulti/inst/java/glmulti/Resumator.class
glmulti/inst/java/glmulti/ModelGenerator.class
glmulti/inst/java/glmulti/GLMModel.class
glmulti/inst/java/MANIFEST.MF
glmulti/man
glmulti/man/write.Rd
glmulti/man/write-methods.Rd
glmulti/man/aic.Rd
glmulti/man/qaicc-methods.Rd
glmulti/man/glmulti-class.Rd
glmulti/man/weightable-methods.Rd
glmulti/man/consensus-methods.Rd
glmulti/man/glmulti-methods.Rd
glmulti/man/consensus.Rd
glmulti/man/coef.glmulti.Rd
glmulti/man/aic-methods.Rd
glmulti/man/getfit.Rd
glmulti/man/getfit-methods.Rd
glmulti/man/qaic-methods.Rd
glmulti/man/aicc-methods.Rd
glmulti/man/glmulti.Rd
glmulti/man/weightable.Rd
glmulti/man/summary.glmulti.Rd
glmulti/man/bic-methods.Rd