 Yet, both the number of people going swimming and the volume of ice cream sales increase as the weather gets hotter, and presumably the number of deaths by drowning is correlated with the number of people going swimming.It is possible that an increase in swimmers causes both the other variables to increase.It is necessary to make assumptions about the nature of the experimental errors to statistically test the results.