This is the repository for the RMediation package.

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

Coordinate-wise Mediation Filter

Implementation of Tyler Vanderweele's methods for mediation

Simple method for addressing mediation effects among independent variables

Power analysis and sample size determination for moderation, mediation, and moderated mediation

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…

Examines how the results of the mediation analysis would change in the presence of unmeasured confounding.

R implementation for the PROCESS macro

Simulations for the manuscript Exploratory Mediation Analysis with Multiple Potential Mediators

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

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

Directional MaxP test (DMT & ScreenDMT) for replication, mediation, and qualitative interactions

🚀 Code for the paper "Procrastination, depressive symptomatology, and loneliness in later life"