Learning the mechanics:
(a) Explain why for a particular x-value, the prediction interval for an individual y-value will always be wider than the confidence interval for a mean value of y.
(b) Explain why the confidence interval for the mean value of y for a particular x-value, say, xp, gets wider the farther xp is from x‾. What are the implications of this phenomenon for estimation and prediction?