Suppose a medical researcher finds a negative correlation between amount of weekly walking and the incidence of heart disease for people over 50 years old; in other words, people who walked more had a lower incidence of heart disease.
One possible explanation for this observed association is that increased walking reduces the risk of heart disease. What are some other possible explanations?