Package: causalweight
Type: Package
Title: Causal Inference Based on Weighting Estimators
Version: 0.1.0
Author: Hugo Bodory and Martin Huber
Maintainer: Hugo Bodory <hugo.bodory@unifr.ch>
Description: 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 Frölich (2007) <doi:10.1016/j.jeconom.2006.06.004>, Huber (2012) <doi:10.3102/1076998611411917>, Huber (2014) <doi:10.1080/07474938.2013.806197>, Huber (2014) <doi:10.1002/jae.2341>, and Frölich and Huber (2017) <doi:10.1111/rssb.12232>.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Collate: 'functions.R' 'medweight.R' 'treatweight.R' 'lateweight.R'
        'medlateweight.R'
RoxygenNote: 6.0.1
Depends: mvtnorm, np
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2018-02-22 21:50:29 UTC; HSG-Spezial
Repository: CRAN
Date/Publication: 2018-02-23 09:12:00 UTC
