Causal Geodesy: Counterfactual Estimation Along the Path Between Correlation and Causation

We introduce causal geodesy, a framework for studying the landscape of stochastic interventions that lie between the two extremes of performing no intervention and performing a sharp intervention that sets an exposure equal to a specific value. We define this framework by constructing paths of distr