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simr (version 1.0.0)

Power Analysis for Generalised Linear Mixed Models by Simulation

Description

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

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Install

install.packages('simr')

Monthly Downloads

4,601

Version

1.0.0

License

GPL (>= 2)

Issues

213

Pull Requests

5

Stars

77

Forks

19

Maintainer

Peter Green

Last Published

November 1st, 2015

Functions in simr (1.0.0)

powerCurve

Estimate power at a range of sample sizes.
powerSim

Estimate power by simulation.
tests

Specify a statistical test to apply
getData

Get an object's data.
simdata

Example dataset.
doTest

Apply a hypothesis test to a fitted model.
extend

Extend a longitudinal model.
simr-package

simr: Simulation-based power calculations for mixed models.
doFit

Fit model to a new response.
simrOptions

Options Settings for simr
doSim

Generate simulated response variables.
makeGlmer

Create an artificial mixed model object
modify

Modifying model parameters.
lastResult

Recover an unsaved simulation