compute_probs_single

Compute category probabilities for a single draw

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'

compute_probs_single function

<dl><dt>c_vec</dt>
<dd>Vector of K-1 cutpoints</dd>
<dt>eta_vec</dt>
<dd>Vector of N linear predictors</dd>
<dt>link</dt>
<dd>Link function name</dd>
<dt>link_param</dt>
<dd>Link parameters (for this draw)</dd>
<dt>K</dt>
<dd>Number of categories</dd></dl>

Arguments

Compute category probabilities for a single draw — compute_probs_single

<dl>

<dt>c_vec</dt>
<dd>Vector of K-1 cutpoints</dd>


<dt>eta_vec</dt>
<dd>Vector of N linear predictors</dd>


<dt>link</dt>
<dd>Link function name</dd>


<dt>link_param</dt>
<dd>Link parameters (for this draw)</dd>


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

</dl>

compute_probs_single: Compute category probabilities for a single draw

Description

Usage

Value

Arguments