Improving Causal Inference and Replication in Longitudinal Mediation Analysis.

We developed a sensitivity analysis technique for a multiple mediator model with two covarying mediators. We compute the biasing effect of confounding on point and confidence interval estimates of the indirect effects. We illustrate plots to visually summarize the effects of confounding on each indirect effect using an empirical example.