Definition

Back-Door Path

When deconfounding variables XX and YY, a back-door path is any path from XX to YY that starts with an arrow pointing into XX. (Notice that if there is a collider on the back-door path, the path is already blocked by the collider.) The path ABCDEA \leftarrow B \leftarrow C \rightarrow D \rightarrow E is a back-door path from AA to EE. Forks are also back-door paths.

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Updated 2026-05-17

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Data Science

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