simr: Power Analysis for Generalised Linear Mixed Models by Simulation

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Calculate power for generalised linear mixed models, using simulation. Designed to work with models fit using the 'lme4' package.

Author
Green Peter [aut, cre], MacLeod Catriona [aut], Alday Phillip [ctb]
Date of publication
2016-11-19 10:16:05
Maintainer
Green Peter <greenp@landcareresearch.co.nz>
License
GPL (>= 2)
Version
1.0.2
URLs

View on CRAN

Man pages

doFit
Fit model to a new response.
doSim
Generate simulated response variables.
doTest
Apply a hypothesis test to a fitted model.
extend
Extend a longitudinal model.
getData
Get an object's data.
lastResult
Recover an unsaved simulation
makeGlmer
Create an artificial mixed model object
modify
Modifying model parameters.
powerCurve
Estimate power at a range of sample sizes.
powerSim
Estimate power by simulation.
print.powerSim
Report simulation results
simdata
Example dataset.
simrOptions
Options Settings for 'simr'
simr-package
simr: Simulation-based power calculations for mixed models.
tests
Specify a statistical test to apply

Files in this package

simr
simr/inst
simr/inst/CITATION
simr/inst/doc
simr/inst/doc/examples.html
simr/inst/doc/fromscratch.Rmd
simr/inst/doc/examples.Rmd
simr/inst/doc/fromscratch.R
simr/inst/doc/examples.R
simr/inst/doc/fromscratch.html
simr/tests
simr/tests/testthat
simr/tests/testthat/test_aaa.R
simr/tests/testthat/test_powerSim.R
simr/tests/testthat/test_zzz.r
simr/tests/testthat/test_powerCurve.R
simr/tests/testthat/test_extend.r
simr/tests/testthat/test_logging.R
simr/tests/testthat/test_graphics.R
simr/tests/testthat/test_testLibrary.R
simr/tests/testthat/helper_setup.R
simr/tests/testthat/test_observed.R
simr/tests/testthat/test_function.R
simr/tests/testthat/test_options.R
simr/tests/testthat/test_binomial.R
simr/tests/testthat/test_getData.R
simr/tests/testthat/test_logResponse.R
simr/tests/testthat/test_modify.R
simr/tests/testthat/test_fixef.r
simr/tests/testthat/test_lm.r
simr/tests/testthat/test_new.R
simr/tests/test-all.R
simr/NAMESPACE
simr/NEWS.md
simr/data
simr/data/simdata.rda
simr/R
simr/R/modify.R
simr/R/defaults.R
simr/R/lm.r
simr/R/doTest.R
simr/R/graphics.R
simr/R/new.R
simr/R/maybe.R
simr/R/testLibrary.R
simr/R/glm.R
simr/R/simr.R
simr/R/powerSim.R
simr/R/progress.R
simr/R/powerPlot.R
simr/R/options.R
simr/R/doSim.R
simr/R/print.R
simr/R/extend.R
simr/R/glmm.R
simr/R/doFit.R
simr/R/powerCurve.R
simr/R/extendWithin.R
simr/R/getData.R
simr/R/oops.R
simr/vignettes
simr/vignettes/fromscratch.Rmd
simr/vignettes/examples.Rmd
simr/README.md
simr/MD5
simr/build
simr/build/make_simdata.r
simr/build/vignette.rds
simr/DESCRIPTION
simr/man
simr/man/lastResult.Rd
simr/man/modify.Rd
simr/man/doFit.Rd
simr/man/doTest.Rd
simr/man/doSim.Rd
simr/man/tests.Rd
simr/man/print.powerSim.Rd
simr/man/simdata.Rd
simr/man/simrOptions.Rd
simr/man/makeGlmer.Rd
simr/man/extend.Rd
simr/man/powerSim.Rd
simr/man/getData.Rd
simr/man/simr-package.Rd
simr/man/powerCurve.Rd