There are two papers related to `{INLAvaan}` and its underlying methodology. To cite `{INLAvaan}` in publications, please consider citing both.

To cite the methodological contribution exclusively, please use:

Jamil H, Rue H (2026). “Approximate Bayesian inference for structural equation models using integrated nested Laplace approximations.” doi:10.48550/arXiv.2603.25690. 2603.25690.

To cite the software implementation and workflows, please use:

Jamil H, Rue H (2026). “Implementation and workflows for INLA-based approximate Bayesian structural equation modelling.” doi:10.48550/arXiv.2604.00671. 2604.00671.

Corresponding BibTeX entries:

  @Misc{jamil2026approximate,
    title = {Approximate Bayesian inference for structural equation
      models using integrated nested Laplace approximations},
    author = {Haziq Jamil and Håvard Rue},
    year = {2026},
    number = {2603.25690 [stat.ME]},
    eprint = {2603.25690},
    primaryclass = {stat.ME},
    publisher = {arXiv},
    doi = {10.48550/arXiv.2603.25690},
    archiveprefix = {arXiv},
    copyright = {Creative Commons Attribution Non Commercial Share
      Alike 4.0 International},
  }

  @Misc{jamil2026implementation,
    title = {Implementation and workflows for INLA-based approximate
      Bayesian structural equation modelling},
    author = {Haziq Jamil and Håvard Rue},
    year = {2026},
    number = {2604.00671 [stat.CO]},
    eprint = {2604.00671},
    primaryclass = {stat.CO},
    publisher = {arXiv},
    doi = {10.48550/arXiv.2604.00671},
    archiveprefix = {arXiv},
    copyright = {Creative Commons Attribution Non Commercial Share
      Alike 4.0 International},
  }