extract_posterior_summary

Extract posterior summary for specified parameters

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'

extract_posterior_summary function

<dl><dt>fit</dt>
<dd>A CmdStanMCMC object</dd>
<dt>pars</dt>
<dd>Character vector of parameter names</dd>
<dt>probs</dt>
<dd>Quantile probabilities</dd></dl>

Arguments

Extract posterior summary for specified parameters — extract_posterior_summary

<dl>

<dt>fit</dt>
<dd>A CmdStanMCMC object</dd>


<dt>pars</dt>
<dd>Character vector of parameter names</dd>


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

</dl>

extract_posterior_summary: Extract posterior summary for specified parameters

Description

Usage

Value

Arguments