“Your situation has the same probabilities as a causal intervention on this causal graph on that dataset, where nodes {A, B, C, …} match up to nodes {X, Y, Z, …}” is as good a model as any, and can certainly be used in EDT. The fact that EDT doesn’t come “model included” is a feature, not a bug.
Precisely.