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Suppose that the correlation coefficient between sunspots
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and five-year mean global temperature is 0.5 ( r = 0.5 ).
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The fraction of the variance of 5-year mean global
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temperature that is “explained” by sunspots is r2
= 0.25.
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The fraction of unexplained variance is 0.75.
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