validate_family_data

Validates that response data meets family-specific constraints and
automatically adjusts boundary values when possible.

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

validate_family_data function

<dl><dt>y</dt>
<dd>Response variable vector</dd>
<dt>family_name</dt>
<dd>Character string specifying the family name</dd>
<dt>tolerance</dt>
<dd>Tolerance for boundary adjustments (default: 1e-6)</dd></dl>

Arguments

Validate Family-Specific Data Constraints — validate_family_data

<dl>

<dt>y</dt>
<dd>Response variable vector</dd>


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


<dt>tolerance</dt>
<dd>Tolerance for boundary adjustments (default: 1e-6)</dd>

</dl>

validate_family_data: Validate Family-Specific Data Constraints

Description

Usage

Value

Arguments