One possible explanation for this observed association is, Basic Statistics

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One possible explanation for this observed association is

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?

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Basic Statistics: One possible explanation for this observed association is

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