Power Analysis for Generalised Linear Mixed Models by Simulation


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Documentation for package ‘simr’ version 1.0.7

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simr-package simr: Simulation-based power calculations for mixed models.
coef<- Modifying model parameters.
compare Specify a statistical test to apply
confint.powerCurve Report simulation results
confint.powerSim Report simulation results
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.
fcompare Specify a statistical test to apply
fixed Specify a statistical test to apply
fixef<- Modifying model parameters.
getData Get an object's data.
getData<- Get an object's data.
getSimrOption Options Settings for 'simr'
lastResult Recover an unsaved simulation
makeGlmer Create an artificial mixed model object
makeLmer 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.powerCurve Report simulation results
print.powerSim Report simulation results
random Specify a statistical test to apply
rcompare Specify a statistical test to apply
scale<- Modifying model parameters.
sigma<- Modifying model parameters.
simdata Example dataset.
simrOptions Options Settings for 'simr'
summary.powerCurve Report simulation results
summary.powerSim Report simulation results
tests Specify a statistical test to apply
VarCorr<- Modifying model parameters.