bgms: Bayesian Analysis of Graphical Models
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.
| Version: | 0.2.0.0 |
| Depends: | R (≥ 3.5) |
| Imports: | Rcpp (≥ 1.0.7), RcppParallel, Rdpack, S7, methods, lifecycle, graphics, grDevices, parallel, stats, utils |
| LinkingTo: | Rcpp, RcppArmadillo, RcppParallel, dqrng, BH |
| Suggests: | coda, covr, knitr, MASS, qgraph, rmarkdown, testthat (≥ 3.0.0), withr |
| Published: | 2026-08-04 |
| DOI: | 10.32614/CRAN.package.bgms |
| Author: | Maarten Marsman 
[aut, cre],
Don van den Bergh
[aut],
Nikola Sekulovski
[ctb],
Giuseppe Arena
[ctb],
Laura Groot [ctb],
Gali Geller [ctb] |
| Maintainer: | Maarten Marsman <m.marsman at uva.nl> |
| BugReports: | https://github.com/Bayesian-Graphical-Modelling-Lab/bgms/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| Copyright: | Includes datasets 'ADHD' and 'Boredom', which are licensed under CC-BY 4. See individual data documentation for license and citation. |
| URL: | https://bayesian-graphical-modelling-lab.github.io/bgms/, https://github.com/Bayesian-Graphical-Modelling-Lab/bgms |
| NeedsCompilation: | yes |
| Citation: | bgms citation info |
| Materials: | README, NEWS |
| In views: | Bayesian, Psychometrics |
| CRAN checks: | bgms results |
Documentation:
| Reference manual: | bgms.html , bgms.pdf |
| Vignettes: |
Checking your fitted model (source, R code) Model Comparison with bgmCompare (source, R code) Diagnostics and Spike-and-Slab Summaries (source, R code) Getting Started with bgms (source, R code) Checking Prior Sensitivity (source, R code) |
Downloads:
| Package source: | bgms_0.2.0.0.tar.gz |
| Windows binaries: | r-devel: bgms_0.1.6.3.zip, r-release: bgms_0.1.6.3.zip, r-oldrel: bgms_0.1.6.3.zip |
| macOS binaries: | r-release (arm64): bgms_0.1.6.3.tgz, r-oldrel (arm64): bgms_0.1.6.3.tgz, r-release (x86_64): bgms_0.1.6.3.tgz, r-oldrel (x86_64): bgms_0.1.6.3.tgz |
| Old sources: | bgms archive |
Reverse dependencies:
| Reverse imports: | easybgm |
Linking:
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