EXAMPLE 5 Interpreting the correlation coefficient

Interpret the value of the correlation coefficient found in Example 4.

Solution

In Example 4, we found the correlation coefficient for the relationship between high and low temperatures to be . This value of is very close to the maximum value . We would therefore say that high and low temperatures for these five American cities are strongly positively correlated. As low temperature increases, high temperature also tends to increase.