Framing Causal Questions in Life Course Epidemiology

We describe the principles of counterfactual thinking in providing more precise definitions causal effects and some implications this work for way which questions life course research are framed evidence evaluated. Terminology is explained examples common analyses discussed that focus on timing exposures, mediation their effects, observed unobserved confounders, measurement error. The illustrated by using singleton twin cohort data.