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bmco  

Bayesian Analysis for Multivariate Categorical Outcomes
View on CRAN: Click here


Download and install bmco package within the R console
Install from CRAN:
install.packages("bmco")

Install from Github:
library("remotes")
install_github("cran/bmco")

Install by package version:
library("remotes")
install_version("bmco", "0.1.0")



Attach the package and use:
library("bmco")
Maintained by
Xynthia Kavelaars
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-10
Latest Update: 2026-03-10
Description:
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.
How to cite:
Xynthia Kavelaars (2026). bmco: Bayesian Analysis for Multivariate Categorical Outcomes. R package version 0.1.0, https://cran.r-project.org/web/packages/bmco. Accessed 04 Jul. 2026.
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Complete documentation for bmco
Functions, R codes and Examples using the bmco R package
Full bmco package functions and examples
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