What value of X0 gives the narrowest confidence interval for

What value of X0 gives the narrowest confidence interval for the mean response and the narrowest prediction interval for the individual response?

Solution

If one increases the sample size then sampling error decreases.

Thus, by increasing sample size one can give narrowest confidence interval for the mean response and the narrowest prediction interval for the individual response