Concept

Good Control X<-U->Z->Y

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

U is the confounder along this path. Z is a mediator along the U->Z->X path. Thus by controlling for Z we effectively negate the backdoor path.

0

0

Updated 2020-04-25

Tags

Data Science