summarize_probs_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_probs_draws function

<dl><dt>probs_array</dt>
<dd>S x N x K array of probability draws</dd>
<dt>robust</dt>
<dd>Use median instead of mean</dd></dl>

Arguments

Summarize probability draws — summarize_probs_draws

<dl>

<dt>probs_array</dt>
<dd>S x N x K array of probability draws</dd>


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

</dl>

summarize_probs_draws: Summarize probability draws

Description

Usage

Value

Arguments