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mediation (version 3.0)

R Package for Causal Mediation Analysis

Description

mediation is a publicly available R package that allows both parametric and nonparametric causal mediation analysis. It implements the methods and suggestions in Imai, Keele, and Yamamoto (2010) and Imai, Keele, Tingley (2010). In addition to the estimation of causal mediation effects, the software also allows researchers to conduct sensitivity analysis for certain parametric models.

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Version

Install

install.packages('mediation')

Monthly Downloads

19,996

Version

3.0

License

GPL (>= 2)

Maintainer

Dustin Tingley

Last Published

May 3rd, 2011

Functions in mediation (3.0)

plot.mediate

Plotting Indirect, Direct, and Total Effects from Mediation Analysis
summary.mediate

Summarizing Output from Mediation Analysis
mediate

Causal Mediation Analysis
plot.medsens

Plotting Results from Sensitivity Analysis for Causal Mediation Effects
summary.mediations

Summarizing Output from Multiple Mediation Analyses
plot.mediations

Plotting Indirect, Direct, and Total Effects from Multiple Mediation Analyses
jobs

JOB II data
medsens

Sensitivity Analysis for Causal Mediation Effects
summary.medsens

Summarizing Results from Sensitivity Analysis for Causal Mediation Effects
mediations

Causal Mediation Analysis for Multiple Outcome/Treatment/Mediator Combinations