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

Author | Kamil Bartoń |

Date of publication | 2016-11-21 14:20:49 |

Maintainer | Kamil Bartoń <kamil.barton@go2.pl> |

License | GPL-2 |

Version | 1.16.4 |

**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

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

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