BayesGmed: Bayesian Causal Mediation Analysis using 'Stan'
Performs parametric mediation analysis using the Bayesian g-formula approach for binary and continuous outcomes. The methodology is based on Comment (2018) <doi:10.5281/zenodo.1285275> and a demonstration of its application can be found at Yimer et al. (2022) <doi:10.48550/arXiv.2210.08499>.
| Version: | 0.0.3 |
| Depends: | R (≥ 3.4.0) |
| Imports: | methods, Rcpp (≥ 0.12.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), rstantools (≥ 2.1.1) |
| LinkingTo: | BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), StanHeaders (≥ 2.18.0) |
| Suggests: | knitr, rmarkdown |
| Published: | 2024-01-31 |
| DOI: | 10.32614/CRAN.package.BayesGmed |
| Author: | Belay Birlie Yimer
 [aut, cre],
Mark Lunt [aut],
Marcus Beasley [aut],
Gary J Macfarlane [aut],
John McBeth [aut] |
| Maintainer: | Belay Birlie Yimer <belaybirlie.yimer at manchester.ac.uk> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Materials: | README NEWS |
| CRAN checks: | BayesGmed results |
Documentation:
| Reference manual: | BayesGmed.pdf |
| Vignettes: |
Introduction to BayesGmed (source, R code) |
Downloads:
| Package source: | BayesGmed_0.0.3.tar.gz |
| Windows binaries: | r-devel: BayesGmed_0.0.3.zip, r-release: BayesGmed_0.0.3.zip, r-oldrel: BayesGmed_0.0.3.zip |
| macOS binaries: | r-devel (arm64): BayesGmed_0.0.3.tgz, r-release (arm64): BayesGmed_0.0.3.tgz, r-oldrel (arm64): BayesGmed_0.0.3.tgz, r-devel (x86_64): BayesGmed_0.0.3.tgz, r-release (x86_64): BayesGmed_0.0.3.tgz, r-oldrel (x86_64): BayesGmed_0.0.3.tgz |
| Old sources: | BayesGmed archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=BayesGmed to link to this page.