Suppose the following were facts relating years of education to average annual income of individuals. Can you conclude that years of education cause income to increase?

Years of education Income
0–10 $ 8,000
11–12 15,000
13–15 22,000
16–18 30,000
19–21 35,000
22 and over 52,000