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direct parents (A, B, C) and a noise term. E is a non-root node, which similar to D, we can model using it’s direct parents (A, B, C) and a noise term. F is our target node, which we can model using it’s direct parents (D, E) and a noise term. Let’s focus on node D. It inherits some of it’s