The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

bmco: Bayesian Analysis for Multivariate Categorical Outcomes

Provides Bayesian methods for comparing groups on multiple binary outcomes. Includes basic tests using multivariate Bernoulli distributions, subgroup analysis via generalized linear models, and multilevel models for clustered data. For statistical underpinnings, see Kavelaars, Mulder, and Kaptein (2020) <doi:10.1177/0962280220922256>, Kavelaars, Mulder, and Kaptein (2024) <doi:10.1080/00273171.2024.2337340>, and Kavelaars, Mulder, and Kaptein (2023) <doi:10.1186/s12874-023-02034-z>. An interactive shiny app to perform sample size computations is available.

Version: 0.1.0
Depends: R (≥ 3.5)
Imports: abind, coda, MCMCpack, msm, pgdraw, tcltk, Rdpack, stats
Suggests: knitr, rmarkdown, testthat, RefManageR
Published: 2026-03-10
DOI: 10.32614/CRAN.package.bmco (may not be active yet)
Author: Xynthia Kavelaars ORCID iD [aut, cre], Joris Mulder ORCID iD [ths], Maurits Kaptein ORCID iD [ths], Dutch Research Council [fnd] (Grant no. 406.18.505)
Maintainer: Xynthia Kavelaars <xynthia.kavelaars at ou.nl>
BugReports: https://github.com/XynthiaKavelaars/bmco/issues
License: GPL (≥ 3)
URL: https://github.com/XynthiaKavelaars/bmco, https://xynthia-kavelaars.shinyapps.io/bmco-pwr/
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: bmco results

Documentation:

Reference manual: bmco.html , bmco.pdf
Vignettes: Introduction to bmco (source, R code)
Subgroup Analysis with Multivariate Binary Outcomes in Multilevel Data (source, R code)
Subgroup Analysis with Multivariate Binary Outcomes (source, R code)

Downloads:

Package source: bmco_0.1.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): bmco_0.1.0.tgz, r-oldrel (arm64): bmco_0.1.0.tgz, r-release (x86_64): not available, r-oldrel (x86_64): not available

Linking:

Please use the canonical form https://CRAN.R-project.org/package=bmco to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.