Bayesian sensitivity analysis for mediation

High-dimensional Mediation Analysis (HIMA)

This package enables causal mediation analysis in multisite trials, in which individuals are assigned to a treatment or a control group at each site. It allows for estimation and hypothesis testing for not only the population average but also the between-site variance of direct and indirect effects. This strategy conveniently relaxes the assumpt…

Implementation of Tyler Vanderweele's methods for mediation

Default Bayesian hypothesis tests for correlation, partial correlation, and mediation

R implementation for the PROCESS macro

Implementation of Causal Mediation Analysis as published by Valeri and VanderWeele (2013, doi: 10.1037/a0031034)

R code for examples in "A Classical Regression Framework for Mediation Analysis: Fitting One Model to Estimate Mediation Effects" by Christina T. Saunders and Jeffrey D. Blume

R/medltmle: Estimation for Natural Mediation Effect in Longitudinal Data

Simulation code for the paper "Understanding interventional effects: a more natural approach to mediation analysis?"

A package for mediation, moderation, and bootstrapped indirect effects

Simulations for the manuscript Exploratory Mediation Analysis with Multiple Potential Mediators