get_enhanced_inla_control

Provides family-specific INLA control settings to enhance numerical
stability and convergence for different distribution families.

internal

Provides a 'brms'-like interface for fitting Bayesian regression models
using 'INLA' (Integrated Nested Laplace Approximations) and 'TMB' (Template Model Builder).
The package offers faster model fitting while maintaining familiar 'brms' syntax and
output formats. Supports fixed and mixed effects models, multiple probability distributions,
conditional effects plots, and posterior predictive checks with summary methods compatible
with 'brms'. 'TMB' integration provides fast ordinal regression capabilities. Implements
methods adapted from 'emmeans' for marginal means estimation and 'bayestestR' for Bayesian
inference assessment. Methods are based on Rue et al. (2009) <doi:10.1111/j.1467-9868.2008.00700.x>,
Kristensen et al. (2016) <doi:10.18637/jss.v070.i05>, Lenth (2016) <doi:10.18637/jss.v069.i01>,
Bürkner (2017) <doi:10.18637/jss.v080.i01>, Makowski et al. (2019) <doi:10.21105/joss.01541>,
and Kruschke (2014, ISBN:9780124058880).

Tony Myers

qbrms

Quick Bayesian Regression Models Using 'INLA' with 'brms' Syntax

get_enhanced_inla_control function

<dl><dt>family_name</dt>
<dd>Character string specifying the family name</dd>
<dt>base_control</dt>
<dd>List of base control settings (default: NULL)</dd></dl>

Arguments

Get Enhanced INLA Control Settings for Family-Specific Stability — get_enhanced_inla_control

<dl>

<dt>family_name</dt>
<dd>Character string specifying the family name</dd>


<dt>base_control</dt>
<dd>List of base control settings (default: NULL)</dd>

</dl>

get_enhanced_inla_control: Get Enhanced INLA Control Settings for Family-Specific Stability

Description

Usage

Value

Arguments