Learn Before
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.
0
0
Updated 2020-04-25
Tags
Data Science