BayesianMediationA: Bayesian Mediation Analysis (original) (raw)
We perform general mediation analysis in the Bayesian setting using the methods described in Yu and Li (2022, ISBN:9780367365479). With the package, the mediation analysis can be performed on different types of outcomes (e.g., continuous, binary, categorical, or time-to-event), with default or user-defined priors and predictive models. The Bayesian estimates and credible sets of mediation effects are reported as analytic results.
| Version: | 1.0.1 |
|---|---|
| Depends: | R (≥ 2.14.1), survival, R2jags, car, gplots, lattice |
| Imports: | splines, methods |
| Suggests: | knitr, rmarkdown |
| Published: | 2022-09-24 |
| DOI: | 10.32614/CRAN.package.BayesianMediationA |
| Author: | Qingzhao Yu [aut, cre, cph], Bin Li [aut] |
| Maintainer: | Qingzhao Yu |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://cran.r-project.org/package=BayesianMediationA,https://publichealth.lsuhsc.edu/Faculty_pages/qyu/index.html |
| NeedsCompilation: | no |
| CRAN checks: | BayesianMediationA results |
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