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

by Judea Pearl

Some (in fact, most) statisticians in this situation would control for A, as a proxy for the unobservable variable B, but this only partially eliminates the confounding bias and introduces a new collider bias.