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.
- Version4.5.0
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- mediation citation info
- Last release10/08/2019
Documentation
Team
Teppei Yamamoto
Kosuke Imai
Minh Trinh
Dustin Tingley
Luke Keele
Kentaro Hirose
Weihuang Wong
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