mediation: Causal Mediation Analysis
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 <teppei at mit.edu> |
| 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 ChangeLog |
| 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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