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 |
Reverse suggests: | bayestestR, brainGraph, broom, broom.mixed, datawizard, emmeans, iMediate, JSmediation, parameters, WRS2 |
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