In Example 9.4c, which relates the height of a son to that of his father, the output

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In Example 9.4c, which relates the height of a son to that of his father, the output from Program 9.2 yielded that

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Thus,

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In other words, 96 percent of the variation of the heights of the 10 individuals is explained by the heights of their fathers. The remaining (unexplained) 4 percent of the variation is due to the variance of a son’s height even when the father’s height is taken into account.
(That is, it is due to σ2, the variance of the error random variable.)

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