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