"Casual" Relationship Between Time Series

One of the speakers today had a slide that indicated that there was a "casual" relationship between two time series. (Technically, the term on the slide was "casual influence", but it's much more amusing if we think of it as a "casual relationship".) Of course, he meant that the relationship was causal, which is far more serious.