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) .


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install.packages("causalweight")

0.1.2 by Hugo Bodory, 3 months ago


Browse source code at https://github.com/cran/causalweight


Authors: Hugo Bodory and Martin Huber


Documentation:   PDF Manual  


MIT + file LICENSE license


Depends on mvtnorm, np

Suggests knitr, rmarkdown


See at CRAN