Explain the difference between correlation and causation these two concepts, and then come up with your own example that demonstrates this difference. Describe the two variables in your example clearly and thoroughly and explain why the association is not due to a cause-and-effect relationship. Also, both variables must be quantitative in order for correlation to be an appropriate form of analysis.