To Include or Not To Include.  That Is the Question.

We will consider a simple case that illustrates the more general problems.  We are interested in β, which is the effect of x on y. 

2-Var Model:  y = α + βx + ε

3-Var Model:  y = α + βx + δz + ε

Return

b = ∑xy / ∑xx