prepare_link_params_full

Determines which parameters to estimate vs. fix, and sets up priors.

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'

prepare_link_params_full function

<dl><dt>link</dt>
<dd>Link function name</dd>
<dt>link_param</dt>
<dd>A list of user-specified link parameters</dd>
<dt>link_prior</dt>
<dd>A list of custom prior specifications</dd></dl>

Arguments

Prepare link parameters for full Stan model — prepare_link_params_full

<dl>

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


<dt>link_param</dt>
<dd>A list of user-specified link parameters</dd>


<dt>link_prior</dt>
<dd>A list of custom prior specifications</dd>

</dl>

prepare_link_params_full: Prepare link parameters for full Stan model

Description

Usage

Value

Arguments