Suppose that x1 = fathers education is positively associated with y = sons income at age 40.

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Suppose that x1 = father’s education is positively associated with y = son’s income at age 40. However, for the regression analysis conducted separately at fixed levels of x2 = son’s education, the correlation does not differ significantly from zero. Do you think this is more likely to reflect a chain relationship, or a spurious relationship?

Explain.

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