clm_cdf

Computes the cumulative distribution function (CDF) for any supported
link function. This is the R equivalent of <code>unified_F()</code> in Stan.

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'

clm_cdf function

<dl><dt>x</dt>
<dd>Numeric vector of values</dd>
<dt>link</dt>
<dd>Link function name (character)</dd>
<dt>link_param</dt>
<dd>List of link parameters (for flexible links)</dd></dl>

Arguments

Unified CDF dispatcher for clmstan — clm_cdf

<dl>

<dt>x</dt>
<dd>Numeric vector of values</dd>


<dt>link</dt>
<dd>Link function name (character)</dd>


<dt>link_param</dt>
<dd>List of link parameters (for flexible links)</dd>

</dl>

clm_cdf: Unified CDF dispatcher for clmstan

Description

Usage

Value

Arguments