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).
<https://cepa.stanford.edu/sites/default/files/workshops/GH_JSM%20Proceedings%202010.pdf>
Huber, M. (2014). <doi:10.1002/jae.2341>). 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.