twangMediation
Twang Causal Mediation Modeling via Weighting
Provides functions for estimating natural direct and indirect effects for mediation analysis. It uses weighting where the weights are functions of estimates of the probability of exposure or treatment assignment (Hong, G (2010)). (Huber, M. (2014)). Estimation of probabilities can use generalized boosting or logistic regression. Additional functions provide diagnostics of the model fit and weights. The vignette provides details and examples.
- Version1.2
- R versionunknown
- LicenseGPL-3
- Needs compilation?No
- Last release08/16/2022
Documentation
Team
- Dan McCaffrey
- Donna CoffmanShow author detailsRolesAuthor
- Brian VegetabileShow author detailsRolesAuthor
- Katherine CastellanoShow author detailsRolesAuthor
- Megan SchulerShow author detailsRolesAuthor
- Haoyu ZhouShow author detailsRolesAuthor
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Dependencies
- Imports5 packages
- Suggests2 packages