Economics, Econometrics, Causal Inference, Statistics.
regression is that a third factor, U, should not impact the independent variable (X): they should not be correlated. This is the zero conditional mean assumption. However, in real life, this is often violated, there often is a third factor that impacts both the independent (X) and dependent (Y)