Welcome to the mvbcf R package! This R package implements the Multivariate Bayesian Causal Forest model introduced in McJames et al., 2024:
McJames, N., O’Shea, A., Goh, Y. C. & Parnell, A. (2024). Bayesian causal forests for multivariate outcomes: Application to Irish data from an international large scale education assessment. Journal of the Royal Statistical Society Series A: Statistics in Society, 1-23. https://doi.org/10.1093/jrsssa/qnae049.
See below for details on installation. For worked examples and quick-start guides showing how to use the package, check out the vignettes and other materials. For questions, suggestions, or other queries, please reach out to me at [email protected].
You can install the development version of mvbcf with the following:
if (!require("devtools")) {
install.packages("devtools")
}
install_github("Nathan-McJames/mvbcf")
#Or to install vignettes with the package as well:
#install_github("Nathan-McJames/mvbcf", build_vignettes = TRUE)