The Book of Why: The New Science of Cause and Effect (Penguin Science)

by Judea Pearl

Because Z isn’t a perfect measure of M, some of the influence of X on Y might “leak through” if you control for Z. Nevertheless, controlling for Z is still a mistake. While the bias might be less than if you controlled for M, it is still there.