EXAMPLE 16 Calculating and interpreting the coefficient of determination

Calculate and interpret the value of the coefficient of determination for the memory score data.

Solution

From Example 14, we have , and from Example 15 we have . Thus,

Therefore, 94.74% of the variability in the memory test score is accounted for by the linear relationship between score and the time given for study .