lmerTest: Tests in Linear Mixed Effects Models

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Different kinds of tests for linear mixed effects models as implemented in 'lme4' package are provided. The tests comprise types I - III F tests for fixed effects, LR tests for random effects. The package also provides the calculation of population means for fixed factors with confidence intervals and corresponding plots. Finally the backward elimination of non-significant effects is implemented.

Author
Alexandra Kuznetsova [aut], Per Bruun Brockhoff [aut, ths, cre], Rune Haubo Bojesen Christensen [aut]
Date of publication
2016-12-03 10:52:58
Maintainer
Per Bruun Brockhoff <perbb@dtu.dk>
License
GPL (>= 2)
Version
2.0-33

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Man pages

anova-methods
Methods for function 'anova' in package 'lmerTest'
calcSatterth
F-test based on the Satterthwaite's approximation for...
carrots
Consumer preference mapping of carrots
difflsmeans
Calculates Differences of Least Squares Means and Confidence...
ham
Conjoint study of dry cured ham
lmer
Fit Linear Mixed-Effects Models
lmerTest-package
The package performs different kinds of tests on lmer...
lsmeans
Calculates Least Squares Means and Confidence Intervals for...
lsmeansLT
Calculates Least Squares Means and Confidence Intervals for...
merModLmerTest-class
Mixed Model Representations
rand
Performs likelihood ratio test on random effects of linear...
step
Performs backward elimination of non-significant effects of...
summary-methods
Methods for Function 'summary' in Package 'lmerTest'
TVbo
TV dataset

Files in this package

lmerTest
lmerTest/inst
lmerTest/inst/tests
lmerTest/inst/tests/test-summary.R
lmerTest/inst/testdata
lmerTest/inst/testdata/bugSummaryData.RData
lmerTest/inst/testdata/ProblemSet.RData
lmerTest/inst/testdata/NSstdData.RData
lmerTest/inst/testdata/potdata.RData
lmerTest/inst/testdata/MAMexampledata_red.RData
lmerTest/inst/testdata/ttDamon.RData
lmerTest/inst/testdata/cltlike.RData
lmerTest/inst/testdata/tree.RData
lmerTest/inst/testdata/bread.RData
lmerTest/tests
lmerTest/tests/DamonData.R
lmerTest/tests/bugRand.R
lmerTest/tests/NSstd.R
lmerTest/tests/testSlopesFactors.R
lmerTest/tests/testExamplesFromPaper.Rout.save
lmerTest/tests/testType2.R
lmerTest/tests/testNamesDDF.R
lmerTest/tests/MAMex.R
lmerTest/tests/Examples
lmerTest/tests/Examples/lmerTest-Ex.Rout.save
lmerTest/tests/testTVbo.Rout.save
lmerTest/tests/lmerMod.R
lmerTest/tests/bugRefit.R
lmerTest/tests/zeroDenom.R
lmerTest/tests/bugstep.R
lmerTest/tests/bugUpdate.R
lmerTest/tests/testRand.Rout.save
lmerTest/tests/envir.R
lmerTest/tests/summaryDDF.R
lmerTest/tests/testTVbo.R
lmerTest/tests/testRand.R
lmerTest/tests/bugUpdateLmer.R
lmerTest/tests/rankDeficiency.R
lmerTest/tests/packageExamplesExtra.Rout.save
lmerTest/tests/OneFixedEff.R
lmerTest/tests/testKeep.Rout.save
lmerTest/tests/MAMSatterthKR.R
lmerTest/tests/summary.R
lmerTest/tests/testExamplesFromPaper.R
lmerTest/tests/testANCOVA.R
lmerTest/tests/testKeep.R
lmerTest/tests/rankDeficiency2.R
lmerTest/tests/packageExamplesExtra.R
lmerTest/tests/testContrasts.R
lmerTest/tests/test-all.R
lmerTest/tests/convergeTest.R
lmerTest/tests/updateData.R
lmerTest/tests/formulas.R
lmerTest/NAMESPACE
lmerTest/NEWS
lmerTest/data
lmerTest/data/TVbo.rda
lmerTest/data/carrots.rda
lmerTest/data/ham.rda
lmerTest/R
lmerTest/R/classes.R
lmerTest/R/utils.R
lmerTest/R/linearHypotheses.R
lmerTest/R/lsmeans.R
lmerTest/R/generalFunctions.R
lmerTest/R/step_related.R
lmerTest/R/rand_related.R
lmerTest/R/anova_related.R
lmerTest/R/deriv.R
lmerTest/R/satterth.R
lmerTest/MD5
lmerTest/DESCRIPTION
lmerTest/man
lmerTest/man/summary-methods.Rd
lmerTest/man/lmerTest-package.Rd
lmerTest/man/ham.Rd
lmerTest/man/lsmeans.Rd
lmerTest/man/rand.Rd
lmerTest/man/carrots.Rd
lmerTest/man/TVbo.Rd
lmerTest/man/step.Rd
lmerTest/man/lmer.Rd
lmerTest/man/calcSatterth.Rd
lmerTest/man/merModLmerTest-class.Rd
lmerTest/man/lsmeansLT.Rd
lmerTest/man/difflsmeans.Rd
lmerTest/man/anova-methods.Rd