extract_link_params_summary

Extract posterior summary for link 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_link_params_summary function

<dl><dt>object</dt>
<dd>A clmstan object</dd>
<dt>probs</dt>
<dd>Quantile probabilities</dd></dl>

Arguments

Extract posterior summary for link parameters — extract_link_params_summary

<dl>

<dt>object</dt>
<dd>A clmstan object</dd>


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

</dl>

extract_link_params_summary: Extract posterior summary for link parameters

Description

Usage

Value

Arguments