We implement parametric and non parametric mediation analysis. This package performs the methods and suggestions in Imai, Keele and Yamamoto (2010), Imai, Keele and Tingley (2010), Imai, Tingley and Yamamoto (2013), Imai and Yamamoto (2013) and Yamamoto (2013). In addition to the estimation of causal mediation effects, the software also allows researchers to conduct sensitivity analysis for certain parametric models.
| Version: |
4.4.5 |
| Depends: |
R (≥ 2.15.1), MASS, Matrix, mvtnorm, sandwich |
| Imports: |
lpSolve, Hmisc, lme4 (≥ 1.0), stats, graphics, grDevices, utils |
| Suggests: |
mgcv, quantreg, VGAM, SuppDists, survival, parallel |
| Published: |
2015-07-18 |
| Author: |
Dustin Tingley,
Teppei Yamamoto,
Kentaro Hirose,
Luke Keele,
Kosuke Imai |
| Maintainer: |
Teppei Yamamoto <teppei at mit.edu> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: |
http://imai.princeton.edu/projects/mechanisms.html |
| NeedsCompilation: |
no |
| Citation: |
mediation citation info |
| Materials: |
ChangeLog |
| In views: |
Psychometrics |
| CRAN checks: |
mediation results |