rmpw: Causal Mediation Analysis Using Weighting Approach

We implement causal mediation analysis using the methods proposed by Hong (2010) and Hong, Deutsch & Hill (2015) <doi:10.3102/1076998615583902>. It allows the estimation and hypothesis testing of causal mediation effects through ratio of mediator probability weights (RMPW). This strategy conveniently relaxes the assumption of no treatment-by-mediator interaction while greatly simplifying the outcome model specification without invoking strong distributional assumptions.

Version: 0.0.1
Published: 2017-02-27
Author: Xu Qin, Guanglei Hong
Maintainer: Xu Qin <xuqin at uchicago.edu>
License: GPL-2
NeedsCompilation: no
CRAN checks: rmpw results


Reference manual: rmpw.pdf
Package source: rmpw_0.0.1.tar.gz
Windows binaries: r-devel: rmpw_0.0.1.zip, r-release: rmpw_0.0.1.zip, r-oldrel: rmpw_0.0.1.zip
OS X El Capitan binaries: r-release: rmpw_0.0.1.tgz
OS X Mavericks binaries: r-oldrel: rmpw_0.0.1.tgz


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