makeGlmer

makeLmer

Make a <code><a href="/link/merMod?package=simr&version=1.0.7" data-mini-rdoc="simr::merMod">merMod</a></code> object with the specified structure and parameters.

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>.

Green Peter

simr

Power Analysis for Generalised Linear Mixed Models by Simulation

Peter Green

Catriona MacLeod

Phillip Alday

makeGlmer function

<dl><dt>formula</dt>
<dd>a formula describing the model (see <code><a href="/link/glmer?package=simr&version=1.0.7" data-mini-rdoc="simr::glmer">glmer</a></code>).</dd>
<dt>family</dt>
<dd>type of response variable (see <code><a href="/link/family?package=simr&version=1.0.7" data-mini-rdoc="simr::family">family</a></code>).</dd>
<dt>fixef</dt>
<dd>vector of fixed effects</dd>
<dt>VarCorr</dt>
<dd>variance and covariances for random effects.
If there are multiple random effects, supply their parameters as a list.</dd>
<dt>data</dt>
<dd><code>data.frame</code> of explanatory variables.</dd>
<dt>sigma</dt>
<dd>residual standard deviation.</dd></dl>

Arguments

Make a <code><a href='https://rdrr.io/pkg/lme4/man/merMod-class.html'>merMod</a></code> object with the specified structure and parameters.

Create an artificial mixed model object — makeGlmer

<dl>

<dt>formula</dt>
<dd>a formula describing the model (see <code><a href='https://rdrr.io/pkg/lme4/man/glmer.html'>glmer</a></code>).</dd>


<dt>family</dt>
<dd>type of response variable (see <code><a href='https://rdrr.io/r/stats/family.html'>family</a></code>).</dd>


<dt>fixef</dt>
<dd>vector of fixed effects</dd>


<dt>VarCorr</dt>
<dd>variance and covariances for random effects.
If there are multiple random effects, supply their parameters as a list.</dd>


<dt>data</dt>
<dd><code>data.frame</code> of explanatory variables.</dd>


<dt>sigma</dt>
<dd>residual standard deviation.</dd>

</dl>

makeGlmer: Create an artificial mixed model object

Description

Usage

Arguments