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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 <qyu at lsuhsc.edu> |
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 |
Reference manual: | BayesianMediationA.pdf |
Vignettes: |
Examples for Bayesian Mediation Analysis |
Package source: | BayesianMediationA_1.0.1.tar.gz |
Windows binaries: | r-devel: BayesianMediationA_1.0.1.zip, r-release: BayesianMediationA_1.0.1.zip, r-oldrel: BayesianMediationA_1.0.1.zip |
macOS binaries: | r-release (arm64): BayesianMediationA_1.0.1.tgz, r-oldrel (arm64): BayesianMediationA_1.0.1.tgz, r-release (x86_64): BayesianMediationA_1.0.1.tgz, r-oldrel (x86_64): BayesianMediationA_1.0.1.tgz |
Old sources: | BayesianMediationA archive |
Please use the canonical form https://CRAN.R-project.org/package=BayesianMediationA 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.