ranef

Generic function for extracting random effects from model objects.

Provides tools for fitting sparse generalised linear mixed models with l0
regularisation. Selects fixed and random effects under the hierarchy constraint that fixed effects
must precede random effects. Uses coordinate descent and local search algorithms to rapidly
deliver near-optimal estimates. Gaussian and binomial response families are currently supported.
For more details see Thompson, Wand, and Wang (2025) <doi:10.48550/arXiv.2506.20425>.

Ryan Thompson

glmmsel

Generalised Linear Mixed Model Selection

ranef function

<dl><dt>object</dt>
<dd>a model object</dd>
<dt>...</dt>
<dd>any other arguments</dd></dl>

Arguments

Ryan Thompson &lt;ryan.thompson-1@uts.edu.au&gt;

Author

Random effects function — ranef

<dl>

<dt>object</dt>
<dd>a model object</dd>


<dt>...</dt>
<dd>any other arguments</dd>

</dl>

ranef: Random effects function

Description

Usage

Value

Arguments

Author