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mediation (version 1.0)

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 (2008) and Imai, Keele, Tingley (2009). 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

19,182

Version

1.0

License

GPL (>= 2)

Maintainer

Luke Keele

Last Published

June 14th, 2009

Functions in mediation (1.0)

mediate

Causal Mediation Analysis
medsens

Causal Mediation Analysis - Sensitivity Analysis
summary.mediate

Summarizing output from mediation analysis.
job

JOB II data
summary.medsens

Summarizing results from sensitivity analysis of mediation effects.
jobs

JOB II data
plot.medsens

Plotting results from sensitivity analysis of mediation effects.