mediation: Causal Mediation Analysis

We implement parametric and non parametric mediation analysis. This package performs the methods and suggestions in Imai, Keele and Yamamoto (2010) <DOI:10.1214/10-STS321>, Imai, Keele and Tingley (2010) <DOI:10.1037/a0020761>, Imai, Tingley and Yamamoto (2013) <DOI:10.1111/j.1467-985X.2012.01032.x>, Imai and Yamamoto (2013) <doi:10.1093/pan/mps040> and Yamamoto (2013) <http://web.mit.edu/teppei/www/research/IVmediate.pdf>. In addition to the estimation of causal mediation effects, the software also allows researchers to conduct sensitivity analysis for certain parametric models.

Package details

AuthorDustin Tingley <[email protected]>, Teppei Yamamoto <[email protected]>, Kentaro Hirose <[email protected]>, Luke Keele <[email protected]>, Kosuke Imai <[email protected]>
MaintainerTeppei Yamamoto <[email protected]>
LicenseGPL (>= 2)
Version4.4.6
URL http://imai.princeton.edu/projects/mechanisms.html
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mediation")

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mediation documentation built on July 12, 2017, 1:02 a.m.