For Exercises 31–38, using the confidence interval from the indicated exercise, perform the test for at level of significance .
31. Exercise 23
13.1.31
: There is no linear relationship between and . : There is a linear relationship between and . Since the confidence interval from Exercise 23 (c) does not contain zero, we may conclude that and that a linear relationship exists between and , at level of significance .