 We can be a bit more precise. We only need to represent missing common causes in this way when they are closest common causes. That is, a graph on \(\bV\) should contain a double-headed arrow between X and Y when there is a variable L that is omitted from \(\bV\), such that if L were added to \(\bV\) it would be a direct cause of X and Y.