Data Science, Statistics, Analytics, Experiment, Causality.
X ← Y → Z information gets blocked by an inverted fork X → Y ← Z. The Y is known as a collider. Simply put, in X → Y → Z, Z is caused by X. Conditioning on Y will flip the on/off switch. Once we know Y, knowing X provides no additional information because X affects Z only through Y. Information