Concept

Explaining X->U->Z->Y

Z is a good control here because it blocks the backdoor path X-U-Z-Y.

U is the confounder along this path. Z is a mediator along the U->Z->Y path. Thus by controlling for Z we effectively negate the backdoor path and resolve the confounding effect of U.

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Updated 2020-04-25

Tags

Data Science