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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 |
| Reference manual: | mediation.pdf |
| Vignettes: |
mediation-old mediation |
| Package source: | mediation_4.5.0.tar.gz |
| Windows binaries: | r-devel: mediation_4.5.0.zip, r-release: mediation_4.5.0.zip, r-oldrel: mediation_4.5.0.zip |
| macOS binaries: | r-release (arm64): mediation_4.5.0.tgz, r-oldrel (arm64): mediation_4.5.0.tgz, r-release (x86_64): mediation_4.5.0.tgz, r-oldrel (x86_64): mediation_4.5.0.tgz |
| Old sources: | mediation archive |
| 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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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.