Yep, the first picture in the upper right of the wikipedia article is worth a thousand words. In it we can clearly see there is a third hidden variable which is

Yep, the first picture in the upper right of the wikipedia article is worth a thousand words. In it we can clearly see there is a third hidden variable which is somehow getting mixed in with x.