kosukeimai/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>, and Imai and Yamamoto (2013) <DOI:10.1093/pan/mps040>. In addition to the estimation of causal mediation effects, the software also allows researchers to conduct sensitivity analysis for certain parametric models.
Getting started
Browse package contents
Package details |
|
|---|---|
| Author | Dustin Tingley [aut], Teppei Yamamoto [aut, cre], Kentaro Hirose [aut], Luke Keele [aut], Kosuke Imai [aut], Minh Trinh [aut], Weihuang Wong [aut] |
| Maintainer | Teppei Yamamoto <tyamam@waseda.jp> |
| License | GPL (>= 2) |
| Version | 4.5.1 |
| URL | https://imai.princeton.edu/projects/mechanisms.html |
| Package repository | View on GitHub |
| Installation |
Install the latest version of this package by entering the following in R:
|
