summarize_class_draws

internal

Fits cumulative link models (CLMs) for ordinal categorical data
using 'CmdStanR'. Supports various link functions including logit, probit,
cloglog, loglog, cauchit, and flexible parametric links such as
Generalized Extreme Value (GEV), Asymmetric Exponential Power (AEP),
and Symmetric Power. Models are pre-compiled using the 'instantiate'
package for fast execution without runtime compilation. Methods are
described in Agresti (2010, ISBN:978-0-470-08289-8),
Wang and Dey (2011) <doi:10.1007/s10651-010-0154-8>, and
Naranjo, Perez, and Martin (2015) <doi:10.1007/s11222-014-9449-1>.

Tomotaka Momozaki

clmstan

Cumulative Link Models with 'CmdStanR'

summarize_class_draws function

<dl><dt>class_draws</dt>
<dd>S x N matrix of predicted classes</dd>
<dt>robust</dt>
<dd>Use median instead of mean</dd>
<dt>probs</dt>
<dd>Quantile probabilities</dd></dl>

Arguments

Summarize class prediction draws — summarize_class_draws

<dl>

<dt>class_draws</dt>
<dd>S x N matrix of predicted classes</dd>


<dt>robust</dt>
<dd>Use median instead of mean</dd>


<dt>probs</dt>
<dd>Quantile probabilities</dd>

</dl>

summarize_class_draws: Summarize class prediction draws

Description

Usage

Value

Arguments