Estimation Methods for Causal Inference Based on Inverse Probability Weighting

Various estimation methods for causal inference based on inverse probability weighting. Specifically, the package includes methods for estimating average treatment effects as well as direct and indirect effects in causal mediation analysis. The models refer to the studies of Froelich (2007) , Huber (2012) , Huber (2014) , Huber (2014) , and Froelich and Huber (2017) .


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


0.1.3 by Hugo Bodory, 2 months ago

Browse source code at

Authors: Hugo Bodory and Martin Huber

Documentation:   PDF Manual  

MIT + file LICENSE license

Depends on mvtnorm, np, LARF, hdm

Suggests knitr, rmarkdown

See at CRAN