# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "bgms" in publications use:'
type: software
license: GPL-2.0-or-later
title: 'bgms: Bayesian Analysis of Graphical Models'
version: 0.2.0.0
identifiers:
- type: doi
  value: 10.32614/CRAN.package.bgms
abstract: 'Bayesian estimation and edge selection for graphical models of mixed binary,
  ordinal, and continuous variables. The variable types determine the model: an ordinal
  Markov random field for discrete data, a Gaussian graphical model for continuous
  data, or a mixed Markov random field combining both. Edge inclusion is determined
  through spike-and-slab priors, yielding posterior inclusion probabilities for each
  edge. Supports multi-group comparison via ''bgmCompare()'', simulation, prediction,
  and missing data imputation.'
authors:
- family-names: Marsman
  given-names: Maarten
  email: m.marsman@uva.nl
  orcid: https://orcid.org/0000-0001-5309-7502
- family-names: Bergh
  given-names: Don
  name-particle: van den
  orcid: https://orcid.org/0000-0002-9838-7308
preferred-citation:
  type: manual
  title: 'bgms: Bayesian Analysis of Graphical Models'
  authors:
  - family-names: Marsman
    given-names: Maarten
    email: m.marsman@uva.nl
    orcid: https://orcid.org/0000-0001-5309-7502
  - family-names: Bergh
    given-names: Don
    name-particle: van den
    orcid: https://orcid.org/0000-0002-9838-7308
  year: '2026'
  notes: R package version 0.2.0.0
  url: https://CRAN.R-project.org/package=bgms
repository: https://bayesian-graphical-modelling-lab.r-universe.dev
repository-code: https://github.com/Bayesian-Graphical-Modelling-Lab/bgms
commit: 9f85b8a8f23f96af740dc76e894459cf2303990b
url: https://Bayesian-Graphical-Modelling-Lab.github.io/bgms/
date-released: '2026-03-26'
contact:
- family-names: Marsman
  given-names: Maarten
  email: m.marsman@uva.nl
  orcid: https://orcid.org/0000-0001-5309-7502
references:
- type: article
  title: Bayesian analysis of the ordinal Markov random field
  authors:
  - family-names: Marsman
    given-names: Maarten
  - family-names: Bergh
    given-names: Don
    name-particle: van den
  - family-names: Haslbeck
    given-names: Jolanda M. B.
  journal: Psychometrika
  year: '2025'
  volume: '90'
  issue: '1'
  doi: 10.1017/psy.2024.4
  start: '146'
  end: '182'
- type: article
  title: Bayes factor tests for group differences in ordinal and binary graphical
    models
  authors:
  - family-names: Marsman
    given-names: Maarten
  - family-names: Waldorp
    given-names: Lourens J.
  - family-names: Sekulovski
    given-names: Nikola
  - family-names: Haslbeck
    given-names: Jolanda M. B.
  journal: Psychometrika
  year: '2025'
  volume: '90'
  issue: '5'
  doi: 10.1017/psy.2025.10060
  start: '1809'
  end: '1842'
- type: generic
  title: A stochastic block prior for clustering in graphical models
  authors:
  - family-names: Sekulovski
    given-names: Nikola
  - family-names: Arena
    given-names: Giuseppe
  - family-names: Haslbeck
    given-names: Jolanda M. B.
  - family-names: Huth
    given-names: Karoline B. S.
  - family-names: Friel
    given-names: Nial
  - family-names: Marsman
    given-names: Maarten
  year: '2025'
  notes: PsyArXiv Preprints
  url: https://osf.io/preprints/psyarxiv/29p3m_v1