mkParsTemplate

mkDataTemplate

Make data and parameter templates suitable for guiding mixed model
 simulations, by specifying a model formula and other information
 (EXPERIMENTAL). Most useful for simulating balanced designs and for 
 getting started on unbalanced simulations.

mkSimulateTemplate

Fit linear and generalized linear mixed-effects models.
The models and their components are represented using S4 classes and
methods.  The core computational algorithms are implemented using the
'Eigen' C++ library for numerical linear algebra and 'RcppEigen' "glue".

Ben Bolker

lme4

Linear Mixed-Effects Models using 'Eigen' and S4

Douglas Bates

Martin Maechler

Steven Walker

Rune Haubo Bojesen Christensen

Henrik Singmann

Bin Dai

Fabian Scheipl

Gabor Grothendieck

Peter Green

John Fox

Alexander Bauer

Pavel N. Krivitsky

Emi Tanaka

Mikael Jagan

mkSimulateTemplate function

<dl> <dt>formula</dt>
<dd>A mixed model formula (see <code>lmer</code>).</dd> <dt>data</dt>
<dd>A data frame containing the names in <code>formula</code>.</dd> <dt>nGrps</dt>
<dd>Number of levels of a grouping factor.</dd> <dt>nPerGrp</dt>
<dd>Number of observations per level.</dd> <dt>rfunc</dt>
<dd>Function for generating covariate data (e.g. <code><a href="/link/rnorm?package=lme4&version=1.1-35.5" data-mini-rdoc="lme4::rnorm">rnorm</a></code>.</dd> <dt>...</dt>
<dd>Additional parameters for <code>rfunc</code>.</dd></dl>

Arguments

Make templates suitable for guiding mixed model simulations — mkSimulateTemplate

<dl>

 <dt>formula</dt>
<dd>A mixed model formula (see <code>lmer</code>).</dd>

 <dt>data</dt>
<dd>A data frame containing the names in <code>formula</code>.</dd>

 <dt>nGrps</dt>
<dd>Number of levels of a grouping factor.</dd>

 <dt>nPerGrp</dt>
<dd>Number of observations per level.</dd>

 <dt>rfunc</dt>
<dd>Function for generating covariate data (e.g. <code><a href='https://rdrr.io/r/stats/Normal.html'>rnorm</a></code>.</dd>

 <dt>...</dt>
<dd>Additional parameters for <code>rfunc</code>.</dd>

</dl>

Make templates suitable for guiding mixed model simulations

mkSimulateTemplate: Make templates suitable for guiding mixed model simulations

Description

Usage

Arguments

See Also