Question: For each of the following two situations, explain whether it would be more appropriate to use a confidence interval for the mean or a prediction interval for a value of y.
a. Estimate the first-year college GPA for a student whose high school GPA was 3.5.
b. Estimate the mean first-year college GPA for students whose high school GPA was 3.5.