MuMIn: Multi-Model Inference

Model selection and model averaging based on information criteria (AICc and alike).

AuthorKamil Bartoń
Date of publication2016-11-21 14:20:49
MaintainerKamil Bartoń <kamil.barton@go2.pl>
LicenseGPL-2
Version1.16.4

View on R-Forge

Man pages

AICc: Second-order Akaike Information Criterion

arm.glm: Adaptive Regression by Mixing

BGweights: Bates-Granger model weights

bootWeights: Bootstrap model weights

cos2weights: Cos-squared model weights

data-Beetle: Flour beetle mortality data

data-Cement: Cement hardening data

data-GPA: Grade Point Average data

dredge: Automated model selection

exprApply: Apply a function to calls inside an expression

get.models: Retrieve models from selection table

ICs: Various information criteria

importance: Relative variable importance

jackknifeWeights: Jackknifed model weights

loo: Leave-one-out cross-validation

manip-formula: Manipulate model formulas

merge.model.selection: Combine model selection tables

model.avg: Model averaging

model.sel: model selection table

model.selection.object: Description of Model Selection Objects

model-utils: Model utility functions

MuMIn-package: Multi-model inference

nested: Identify nested models

par.avg: Parameter averaging

pdredge: Automated model selection using parallel computation

plot: Visualize model selection table

predict.averaging: Predict method for averaged models

QAIC: Quasi AIC or AICc

QIC: QIC and quasi-Likelihood for GEE

r.squaredGLMM: Pseudo-R-squared for Generalized Mixed-Effect models

r.squaredLR: Likelihood-ratio based pseudo-R-squared

stackingWeights: Stacking model weights

std.coef: Standardized model coefficients

stdize: Standardize data

subset.model.selection: Subsetting model selection table

supported-classes: List of supported models

updateable: Make a function return updateable result

Weights: Akaike weights

Files in this package

MuMIn/DESCRIPTION
MuMIn/NAMESPACE
MuMIn/NEWS
MuMIn/R
MuMIn/R/AICc.R MuMIn/R/Cp.R MuMIn/R/DIC.R MuMIn/R/ICOMP.R MuMIn/R/Weights.R MuMIn/R/arm.glm.R MuMIn/R/coefTable.R MuMIn/R/coeffs.R MuMIn/R/dredge.R MuMIn/R/ext-gamm.R MuMIn/R/ext-mark.R MuMIn/R/ext.R MuMIn/R/formulas.R MuMIn/R/get.models.R MuMIn/R/getAllTerms.R MuMIn/R/getModelArgs.R MuMIn/R/glm_fit.R MuMIn/R/importance.R MuMIn/R/init.R MuMIn/R/is.R MuMIn/R/loo.R MuMIn/R/makeArgs.R MuMIn/R/methods-logLik.R MuMIn/R/methods-nobs.R MuMIn/R/methods-predict.R MuMIn/R/model.avg.R MuMIn/R/model.sel.R MuMIn/R/model.selection.R MuMIn/R/modify.model.selection.R MuMIn/R/nested.R MuMIn/R/par.avg.R MuMIn/R/pdredge.R MuMIn/R/plots.R MuMIn/R/predict.R MuMIn/R/quasiLik.R MuMIn/R/r.squaredGLMM.R MuMIn/R/r.squaredLR.R MuMIn/R/rbind.model.selection.R MuMIn/R/simulateData.R MuMIn/R/std.coef.R MuMIn/R/stdize.R MuMIn/R/substitution.R MuMIn/R/termdeps.R MuMIn/R/updateable.R MuMIn/R/utils-debug.R MuMIn/R/utils-misc.R MuMIn/R/utils-models.R MuMIn/R/weights-bg.R MuMIn/R/weights-boot.R MuMIn/R/weights-cos2.R MuMIn/R/weights-jackknife.R MuMIn/R/weights-stacking.R MuMIn/R/xtable-methods.R
MuMIn/data
MuMIn/data/Beetle.rda
MuMIn/data/Cement.rda
MuMIn/data/GPA.rda
MuMIn/demo
MuMIn/demo/00Index
MuMIn/demo/dredge.distsamp.R
MuMIn/demo/dredge.subset.R
MuMIn/demo/dredge.varying.R
MuMIn/demo/gees.R
MuMIn/demo/pdredge.pcount.R
MuMIn/inst
MuMIn/inst/TODO
MuMIn/man
MuMIn/man/AICc.Rd MuMIn/man/BGweights.Rd MuMIn/man/ICs.Rd MuMIn/man/MuMIn-package.Rd MuMIn/man/QAIC.Rd MuMIn/man/QIC.Rd MuMIn/man/Weights.Rd MuMIn/man/arm.glm.Rd MuMIn/man/bootWeights.Rd MuMIn/man/cos2weights.Rd MuMIn/man/data-Beetle.Rd MuMIn/man/data-Cement.Rd MuMIn/man/data-GPA.Rd MuMIn/man/dredge.Rd MuMIn/man/exprApply.Rd MuMIn/man/get.models.Rd MuMIn/man/importance.Rd MuMIn/man/jackknifeWeights.Rd MuMIn/man/loo.Rd MuMIn/man/manip-formula.Rd MuMIn/man/merge.model.selection.Rd MuMIn/man/model-utils.Rd MuMIn/man/model.avg.Rd MuMIn/man/model.sel.Rd MuMIn/man/model.selection.object.Rd MuMIn/man/nested.Rd MuMIn/man/par.avg.Rd MuMIn/man/pdredge.Rd MuMIn/man/plot.Rd MuMIn/man/predict.averaging.Rd MuMIn/man/r.squaredGLMM.Rd MuMIn/man/r.squaredLR.Rd MuMIn/man/stackingWeights.Rd MuMIn/man/std.coef.Rd MuMIn/man/stdize.Rd MuMIn/man/subset.model.selection.Rd MuMIn/man/supported-classes.Rd MuMIn/man/updateable.Rd
MuMIn/tests
MuMIn/tests/classes.R
MuMIn/tests/coxme.R
MuMIn/tests/gam-smooth-consitency.R
MuMIn/tests/misc-tests.R
MuMIn/tests/parallel.R
MuMIn/tests/r_squared_glmm.R
MuMIn/tests/singularities.R
MuMIn/tests/unmarked.R

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

All documentation is copyright its authors; we didn't write any of that.