mediation: mediation: Parametric and non parametric mediation analysis.

In kosukeimai/mediation: Causal Mediation Analysis

mediation: Parametric and non parametric mediation analysis.

Description

We implement parametric and non parametric mediation analysis. This package performs the methods and suggestions in Imai, Keele and Yamamoto (2010) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1214/10-STS321")}, Imai, Keele and Tingley (2010) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1037/a0020761")}, Imai, Tingley and Yamamoto (2013) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1111/j.1467-985X.2012.01032.x")}, and Imai and Yamamoto (2013) \Sexpr[results=rd]{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.

Author(s)

Maintainer: Teppei Yamamoto [e-mail]

Authors:

• Dustin Tingley [e-mail]

• Kentaro Hirose [e-mail]

• Luke Keele [e-mail]

• Kosuke Imai [e-mail]

• Minh Trinh [e-mail]

• Weihuang Wong [e-mail]

See Also

Useful links:

• https://imai.princeton.edu/projects/mechanisms.html

kosukeimai/mediation documentation built on June 9, 2025, 5:17 p.m.