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MuMIn (version 1.9.0)
Multi-model inference
Description
Model selection and model averaging based on information criteria (AICc and alike).
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Install
install.packages('MuMIn')
Monthly Downloads
18,428
Version
1.9.0
License
GPL-2
Maintainer
Kamil Barto
Last Published
January 24th, 2013
Functions in MuMIn (1.9.0)
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gamm-wrapper
Updateable
gamm
model.avg
Model averaging
importance
Relative variable importance
dredge
Automated model selection
r.squaredGLMM
Pseudo-R-squared for Generalized Mixed-Effect models
predict.averaging
Predict method for the averaged model
r.squaredLR
Likelihood-ratio based pseudo-R-squared
Weights
Akaike weights
model.sel
model selection table
AICc
Second-order Akaike Information Criterion
QAIC
Quasi AIC or AICc
Beetle
Flour beetle mortality data
par.avg
Parameter averaging
Information criteria
Various information criteria
MuMIn-package
Multi-model inference
Formula manipulation
Manipulate model formulas
get.models
Get models
MuMIn-models
List of supported models
QIC
QIC and quasi-Likelihood for GEE
pdredge
Automated model selection using parallel computation
Cement
Cement hardening data
subset.model.selection
Subsetting model selection table
Model utilities
Model utility functions