Modifying causal models to distinguish between transient and lasting causal effects

Russell Steele, Naftali Weinberger, Tess Baker +1

This paper considers how to classify the effects of interventions in causal models for outcomes and exposures observed over time. First, we demonstrate the limitations of the most…