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>, Imai and Yamamoto (2013) <doi:10.1093/pan/mps040> and Yamamoto (2013) <http://web.mit.edu/teppei/www/research/IVmediate.pdf>. In addition to the estimation of causal mediation effects, the software also allows researchers to conduct sensitivity analysis for certain parametric models.
| Version: | 4.5.0 |
|---|---|
| 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: | 2019-10-08 |
| DOI: | 10.32614/CRAN.package.mediation |
| Author: | Dustin Tingley, Teppei Yamamoto, Kentaro Hirose, Luke Keele, Kosuke Imai, Minh Trinh, Weihuang Wong |
| 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, mia |
| Reverse suggests: | bayestestR, brainGraph, broom, broom.mixed, datawizard, emmeans, iMediate, JSmediation, parameters, WRS2 |
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