MuMIn: Multi-Model Inference
Version 1.16.5

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

Browse man pages Browse package API and functions Browse package files

AuthorKamil Bartoń
Date of publication2017-05-24 21:57:07
MaintainerKamil Bartoń <kamil.barton@go2.pl>
LicenseGPL-2
Version1.16.5
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("MuMIn", repos="http://R-Forge.R-project.org")

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

Functions

AICc Man page
BGWeights Man page Source code
Beetle Man page
CAICF Man page
Cement Man page
Cp Man page
DIC Man page
GPA Man page
IC Man page
ICOMP Man page
Mallows' Cp Man page
MuMIn Man page
MuMIn-gamm Man page
MuMIn-model-utils Man page
MuMIn-models Man page
MuMIn-package Man page
QAIC Man page
QAICc Man page
QIC Man page
QICu Man page
V Man page
Weights Man page
Weights<- Man page
[.model.selection Man page
[[.model.selection Man page
aic Source code
aicloglik_glm_fit Source code
append.model.selection Man page
arm.glm Man page Source code
armWeights Man page Source code
asChar Source code
beta.weights Man page
bootWeights Man page Source code
checkFull Source code
checkModels Source code
checkNaAction Source code
coefTable Man page
coefTable.averaging Man page
coefTable.bic.glm Source code
coefTable.default Man page
coefTable.gee Man page
coefTable.lme Man page
coefarr.avg Source code
coeffs Man page
cos2Weights Man page Source code
dc Man page
do_glm_fit Source code
dredge Man page
evalExprInEnv Source code
expand.formula Man page
expandintr Source code
expr.split Source code
exprApply Man page
family.betareg Source code
family2char Source code
findbars Source code
fixLogLik Source code
fixTermsObject Source code
formula.maxlikeFit Source code
formula2idx Source code
formula_margin_check Source code
gamm-wrapper Man page
get.contrasts Source code
get.contrasts.averaging Source code
get.contrasts.lm Source code
get.extras Source code
get.models Man page
get.nobs Source code
get.response Man page Source code
get.response.averaging Source code
get.response.default Source code
get.response.formula Source code
get.response.lm Source code
getAllTerms Man page
getAllTerms.terms Man page
getCoefNames Source code
getFrom Source code
getModelArgs Source code
getModelClass Source code
getModelList Source code
getResponseFormula Source code
get_all_terms_multiple_form Source code
get_call Man page
has Man page
importance Man page
isFALSE Source code
isGEE Source code
jackknifeWeights Man page Source code
llik Source code
logLik.logLik Source code
logLik.maxlikeFit Source code
loglik_glm_fit Source code
loo Man page Source code
loo.default Man page Source code
loo.lm Man page Source code
makeArgs Source code
makeArgs.default Source code
makeArgs.gls Source code
makeCoefTable Source code
matmult Source code
matmultdiag Source code
merge.model.selection Man page
mergeContrasts Source code
mergeFormulas Source code
mergeMF Source code
mod.sel Man page
model.avg Man page
model.avg.default Man page
model.avg.model.selection Man page
model.frame.averaging Source code
model.matrix.aodml Source code
model.matrix.averaging Source code
model.matrix.geem Source code
model.names Man page Source code
model.sel Man page Man page
model.sel.default Man page
model.sel.model.selection Man page
model.selection.object Man page
modelNames Source code
nested Man page
null.fit Man page
offsetTermNames Source code
offsetWeights Source code
onLoad Source code
par.avg Man page
partial.sd Man page Source code
partialsd Source code
pdredge Man page
pget.models Man page
plot.coefTable Source code
plot.mcoefTable Source code
plot.model.selection Man page
predict.averaging Man page
predict_glm Source code
predict_glm_fit Source code
print.allTerms Source code
print.averaging Man page
print.model.selection Man page
print.model.weights Source code
qic2 Source code
qlik Source code
quasiLik Man page
r.squaredGLMM Man page
r.squaredLR Man page
ranform Source code
rbind.model.selection Man page
return_null Source code
rootmeansq Source code
simplify.formula Man page
simulateData Source code
split_formula_by_bar Source code
stacking Source code
stackingWeights Man page Source code
std.coef Man page
stdize Man page Source code
stdize.data.frame Man page Source code
stdize.default Man page
stdize.factor Source code
stdize.formula Man page Source code
stdize.logical Man page Source code
stdize.matrix Source code
stdizeFit Man page Source code
sub_Term Source code
sub_V Source code
sub_args_as_vars Source code
sub_dc_has Source code
sub_dot Source code
sub_has Source code
subset.model.selection Man page
subset_eval Source code
subset_model_selection Source code
subset_rework Source code
subst Source code
summary.coefTable Source code
tTable Man page
termdepmat Source code
termdepmat2 Source code
termdepmat_combine Source code
termlist Source code
terms.averaging Source code
testSmoothKConsistency Source code
test_pdredge Source code
tmpvarname Source code
toarray Source code
type2col Source code
type2colname Source code
uGamm Man page
updateDeps Source code
update_glm_fit Source code
updateable Man page
updateable2 Man page
upgrade_averaging_object Source code
vif Source code
xtable.averaging Source code
xtable.model.selection Source code
xtable.summary.averaging Source code

Files

DESCRIPTION
NAMESPACE
NEWS
R
R/AICc.R
R/Cp.R
R/DIC.R
R/ICOMP.R
R/Weights.R
R/arm.glm.R
R/coefTable.R
R/coeffs.R
R/dredge.R
R/ext-gamm.R
R/ext-mark.R
R/ext.R
R/formulas.R
R/get.models.R
R/getAllTerms.R
R/getModelArgs.R
R/glm_fit.R
R/importance.R
R/init.R
R/is.R
R/loo.R
R/makeArgs.R
R/methods-logLik.R
R/methods-nobs.R
R/methods-predict.R
R/model.avg.R
R/model.sel.R
R/model.selection.R
R/modify.model.selection.R
R/nested.R
R/par.avg.R
R/pdredge.R
R/plots.R
R/predict.R
R/quasiLik.R
R/r.squaredGLMM.R
R/r.squaredLR.R
R/rbind.model.selection.R
R/simulateData.R
R/std.coef.R
R/stdize.R
R/substitution.R
R/termdeps.R
R/updateable.R
R/utils-debug.R
R/utils-misc.R
R/utils-models.R
R/weights-bg.R
R/weights-boot.R
R/weights-cos2.R
R/weights-jackknife.R
R/weights-stacking.R
R/xtable-methods.R
data
data/Beetle.rda
data/Cement.rda
data/GPA.rda
demo
demo/00Index
demo/dredge.distsamp.R
demo/dredge.subset.R
demo/dredge.varying.R
demo/gees.R
demo/pdredge.pcount.R
inst
inst/TODO
man
man/AICc.Rd
man/BGweights.Rd
man/ICs.Rd
man/MuMIn-package.Rd
man/QAIC.Rd
man/QIC.Rd
man/Weights.Rd
man/arm.glm.Rd
man/bootWeights.Rd
man/cos2weights.Rd
man/data-Beetle.Rd
man/data-Cement.Rd
man/data-GPA.Rd
man/dredge.Rd
man/exprApply.Rd
man/get.models.Rd
man/importance.Rd
man/jackknifeWeights.Rd
man/loo.Rd
man/manip-formula.Rd
man/merge.model.selection.Rd
man/model-utils.Rd
man/model.avg.Rd
man/model.sel.Rd
man/model.selection.object.Rd
man/nested.Rd
man/par.avg.Rd
man/pdredge.Rd
man/plot.Rd
man/predict.averaging.Rd
man/r.squaredGLMM.Rd
man/r.squaredLR.Rd
man/stackingWeights.Rd
man/std.coef.Rd
man/stdize.Rd
man/subset.model.selection.Rd
man/supported-classes.Rd
man/updateable.Rd
tests
tests/classes.R
tests/coxme.R
tests/gam-smooth-consitency.R
tests/misc-tests.R
tests/parallel.R
tests/singularities.R
tests/unmarked.R
MuMIn documentation built on May 25, 2017, 3:01 a.m.