new_clmstan

This is an internal constructor called by clm_stan(). Users should not
call this function directly.

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'

new_clmstan function

<dl><dt>fit</dt>
<dd>A CmdStanMCMC object</dd>
<dt>formula</dt>
<dd>The model formula</dd>
<dt>data</dt>
<dd>The original data</dd>
<dt>link</dt>
<dd>The link function</dd>
<dt>base</dt>
<dd>The base distribution (for SP link)</dd>
<dt>threshold</dt>
<dd>The threshold structure</dd>
<dt>link_param</dt>
<dd>Link parameter settings</dd>
<dt>full</dt>
<dd>Whether full model was used</dd>
<dt>K</dt>
<dd>Number of categories</dd>
<dt>N</dt>
<dd>Number of observations</dd>
<dt>P</dt>
<dd>Number of predictors</dd></dl>

Arguments

Create a clmstan object (internal constructor) — new_clmstan

<dl>

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


<dt>formula</dt>
<dd>The model formula</dd>


<dt>data</dt>
<dd>The original data</dd>


<dt>link</dt>
<dd>The link function</dd>


<dt>base</dt>
<dd>The base distribution (for SP link)</dd>


<dt>threshold</dt>
<dd>The threshold structure</dd>


<dt>link_param</dt>
<dd>Link parameter settings</dd>


<dt>full</dt>
<dd>Whether full model was used</dd>


<dt>K</dt>
<dd>Number of categories</dd>


<dt>N</dt>
<dd>Number of observations</dd>


<dt>P</dt>
<dd>Number of predictors</dd>

</dl>

new_clmstan: Create a clmstan object (internal constructor)

Description

Usage

Value

Arguments