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message: 'To cite package "qbrms" in publications use:'
type: software
license: MIT
title: 'qbrms: Quick Bayesian Regression Models Using ''INLA'' with ''brms'' Syntax'
version: 1.0.1
doi: 10.32614/CRAN.package.qbrms
abstract: 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) <https://doi.org/10.1111/j.1467-9868.2008.00700.x>, Kristensen et al.
  (2016) <https://doi.org/10.18637/jss.v070.i05>, Lenth (2016) <https://doi.org/10.18637/jss.v069.i01>,
  Bürkner (2017) <https://doi.org/10.18637/jss.v080.i01>, Makowski et al. (2019) <https://doi.org/10.21105/joss.01541>,
  and Kruschke (2014, ISBN:9780124058880).
authors:
- family-names: Myers
  given-names: Tony
  email: admyers@aol.com
  orcid: https://orcid.org/0000-0003-4516-4829
repository: https://tony-myers.r-universe.dev
repository-code: https://github.com/Tony-Myers/qbrms
commit: c02e90a61140dac2b578c1f8a3a9ef8898763c79
url: https://github.com/Tony-Myers/qbrms
date-released: '2025-11-26'
contact:
- family-names: Myers
  given-names: Tony
  email: admyers@aol.com
  orcid: https://orcid.org/0000-0003-4516-4829