mediation: Causal Mediation Analysis (original) (raw)
We implement parametric and non parametric mediation analysis. This package performs the methods and suggestions in Imai, Keele and Yamamoto (2010) <doi:10.1214/10-STS321>, Imai, Keele and Tingley (2010) <doi:10.1037/a0020761>, Imai, Tingley and Yamamoto (2013) <doi:10.1111/j.1467-985X.2012.01032.x>, and Imai and Yamamoto (2013) <doi:10.1093/pan/mps040>. In addition to the estimation of causal mediation effects, the software also allows researchers to conduct sensitivity analysis for certain parametric models.
| Version: | 4.5.1 |
|---|---|
| Depends: | R (≥ 2.15.1), MASS, Matrix, mvtnorm, sandwich |
| Imports: | lpSolve, Hmisc, lme4 (≥ 1.0), stats, graphics, grDevices, utils, boot |
| Suggests: | mgcv, quantreg, VGAM, SuppDists, survival, parallel, testthat, speedglm |
| Published: | 2025-06-07 |
| DOI: | 10.32614/CRAN.package.mediation |
| Author: | Dustin Tingley [aut], Teppei Yamamoto [aut, cre], Kentaro Hirose [aut], Luke Keele [aut], Kosuke Imai [aut], Minh Trinh [aut], Weihuang Wong [aut] |
| Maintainer: | Teppei Yamamoto |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://imai.princeton.edu/projects/mechanisms.html |
| NeedsCompilation: | no |
| Citation: | mediation citation info |
| Materials: | README NEWS |
| In views: | CausalInference, Epidemiology, Psychometrics |
| CRAN checks: | mediation results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse depends: | mediationsens |
|---|---|
| Reverse imports: | bruceR, coxed, EMAS, exploratory, hdmed, maczic |
| Reverse suggests: | bayestestR, brainGraph, broom, broom.mixed, datawizard, emmeans, iMediate, JSmediation, mia, parameters, WRS2 |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=mediationto link to this page.