Provides the ability to perform "Marginal Mediation"–mediation
wherein the indirect and direct effects are in terms of the average marginal effects
(Bartus, 2005, <https://EconPapers.repec.org/RePEc:tsj:stataj:v:5:y:2005:i:3:p:309-329>).
The style of the average marginal effects stems from Thomas Leeper's work on the "margins" package.
This framework allows the use of categorical mediators and outcomes with little change in interpretation
from the continuous mediators/outcomes. See <doi:10.13140/RG.2.2.18465.92001> for more details
on the method.
| Version: |
0.7.2 |
| Imports: |
stats, magrittr, boot, cli, crayon, rstudioapi, purrr, tibble, furniture, stringr |
| Suggests: |
testthat, knitr, rmarkdown, margins, betareg |
| Published: |
2022-04-15 |
| DOI: |
10.32614/CRAN.package.MarginalMediation |
| Author: |
Tyson S Barrett 
[aut, cre],
Angelo Canty [ctb] (S original bootstrap method,
http://statwww.epfl.ch/davison/BMA/library.html),
Brian D. Ripley [ctb] (R port, bootstrap method),
Thomas Leeper [ctb] (Vectorized marginal effects,
https://thomasleeper.com/software.html) |
| Maintainer: |
Tyson S Barrett <t.barrett88 at gmail.com> |
| License: |
GPL-2 |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| In views: |
MixedModels |
| CRAN checks: |
MarginalMediation results |