apply_priors_to_stan_data

Merges user-specified priors with default values and updates the Stan data list.

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'

apply_priors_to_stan_data function

<dl><dt>stan_data</dt>
<dd>A list of Stan data prepared by prepare_stan_data_*()</dd>
<dt>prior</dt>
<dd>A clm_prior object or NULL</dd>
<dt>threshold</dt>
<dd>The threshold structure ("flexible", "equidistant", "symmetric")</dd>
<dt>full</dt>
<dd>Whether this is a full model (with link parameter estimation)</dd></dl>

Arguments

Apply user priors to Stan data — apply_priors_to_stan_data

<dl>

<dt>stan_data</dt>
<dd>A list of Stan data prepared by prepare_stan_data_*()</dd>


<dt>prior</dt>
<dd>A clm_prior object or NULL</dd>


<dt>threshold</dt>
<dd>The threshold structure ("flexible", "equidistant", "symmetric")</dd>


<dt>full</dt>
<dd>Whether this is a full model (with link parameter estimation)</dd>

</dl>

apply_priors_to_stan_data: Apply user priors to Stan data

Description

Usage

Value

Arguments