mediation-package

mediation

We implement parametric and non parametric mediation analysis. This package performs the methods and suggestions in Imai, Keele and Yamamoto (2010) tools:::Rd_expr_doi("10.1214/10-STS321"), Imai, Keele and Tingley (2010) tools:::Rd_expr_doi("10.1037/a0020761"), Imai, Tingley and Yamamoto (2013) tools:::Rd_expr_doi("10.1111/j.1467-985X.2012.01032.x"), and Imai and Yamamoto (2013) tools:::Rd_expr_doi("10.1093/pan/mps040"). In addition to the estimation of causal mediation effects, the software also allows researchers to conduct sensitivity analysis for certain parametric models.

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>, and Imai and Yamamoto (2013) <DOI:10.1093/pan/mps040>. In addition to the estimation of causal mediation effects, the software also allows researchers to conduct sensitivity analysis for certain parametric models.

Teppei Yamamoto

Causal Mediation Analysis

Dustin Tingley

Kentaro Hirose

Luke Keele

Kosuke Imai

Minh Trinh

Weihuang Wong

mediation function

Maintainer: Teppei Yamamoto <a href="/link/tyamam%40waseda.jp?package=mediation&version=4.5.1" data-mini-rdoc="mediation::tyamam@waseda.jp">tyamam@waseda.jp</a>
Authors:<ul>
<li>Dustin Tingley <a href="/link/dtingley%40gov.harvard.edu?package=mediation&version=4.5.1" data-mini-rdoc="mediation::dtingley@gov.harvard.edu">dtingley@gov.harvard.edu</a></li>
<li>Kentaro Hirose <a href="/link/hirose%40princeton.edu?package=mediation&version=4.5.1" data-mini-rdoc="mediation::hirose@princeton.edu">hirose@princeton.edu</a></li>
<li>Luke Keele <a href="/link/ljk20%40psu.edu?package=mediation&version=4.5.1" data-mini-rdoc="mediation::ljk20@psu.edu">ljk20@psu.edu</a></li>
<li>Kosuke Imai <a href="/link/imai%40harvard.edu?package=mediation&version=4.5.1" data-mini-rdoc="mediation::imai@harvard.edu">imai@harvard.edu</a></li>
<li>Minh Trinh <a href="/link/mdtrinh%40mit.edu?package=mediation&version=4.5.1" data-mini-rdoc="mediation::mdtrinh@mit.edu">mdtrinh@mit.edu</a></li>
<li>Weihuang Wong <a href="/link/wwong%40mit.edu?package=mediation&version=4.5.1" data-mini-rdoc="mediation::wwong@mit.edu">wwong@mit.edu</a></li>
</ul>

Author

mediation: Parametric and non parametric mediation analysis. — mediation

Maintainer: Teppei Yamamoto <a href='mailto:tyamam@waseda.jp'>tyamam@waseda.jp</a>
Authors:<ul>
<li>Dustin Tingley <a href='mailto:dtingley@gov.harvard.edu'>dtingley@gov.harvard.edu</a></li>
<li>Kentaro Hirose <a href='mailto:hirose@princeton.edu'>hirose@princeton.edu</a></li>
<li>Luke Keele <a href='mailto:ljk20@psu.edu'>ljk20@psu.edu</a></li>
<li>Kosuke Imai <a href='mailto:imai@harvard.edu'>imai@harvard.edu</a></li>
<li>Minh Trinh <a href='mailto:mdtrinh@mit.edu'>mdtrinh@mit.edu</a></li>
<li>Weihuang Wong <a href='mailto:wwong@mit.edu'>wwong@mit.edu</a></li>
</ul>

mediation: mediation: Parametric and non parametric mediation analysis.

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