 The variables are said to be correlated if a linear relationship exists.However, correlation does not prove causation, as both variables may be correlated with other, hidden, variables, or the dependent variable may "reverse" cause the independent variables, or the variables may be otherwise spuriously correlated.For example, suppose there is a correlation between deaths by drowning and the volume of ice cream sales at a particular beach.