The Book of Why: The New Science of Cause and Effect

by Judea Pearl

Confounding bias occurs when a variable influences both who is selected for the treatment and the outcome of the experiment. Sometimes the confounders are known; other times they are merely suspected and act as a “lurking third variable.”