Power Analysis for Generalised Linear Mixed Models by Simulation
Fit model to a new response.
Generate simulated response variables.
Apply a hypothesis test to a fitted model.
Extend a longitudinal model.
Get an object's data.
Recover an unsaved simulation
Create an artificial mixed model object
Modifying model parameters.
Estimate power at a range of sample sizes.
Estimate power by simulation.
Report simulation results
simr: Simulation-based power calculations for mixed models.
Options Settings for simr
Specify a statistical test to apply
Calculate power for generalised linear mixed models, using simulation. Designed to work with models fit using the 'lme4' package. Described in Green and MacLeod, 2016 <doi:10.1111/2041-210X.12504>.