make_design_matrix

Creates the design matrix for predictors (without intercept column).

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'

make_design_matrix function

<dl><dt>formula</dt>
<dd>A formula object or terms (RHS only)</dd>
<dt>data</dt>
<dd>A data frame</dd></dl>

Arguments

Create design matrix — make_design_matrix

<dl>

<dt>formula</dt>
<dd>A formula object or terms (RHS only)</dd>


<dt>data</dt>
<dd>A data frame</dd>

</dl>

make_design_matrix: Create design matrix

Description

Usage

Value

Arguments