Bayesian sensitivity analysis for mediation

Just a a copy of Sanjay Srivastava's faux course on the current state of fuckedness in psychology. For private purposes only.

High-dimensional Mediation Analysis (HIMA)

Cycle 1 - Echanges phocéens/SimplonMars Collège Prévet

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…

macros generate confidence ellipses to test for mediation from multivariate generalized linear models

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