 So the variance is given by

The second part of this expression was already calculated for the mean response.Since formula_15 (a fixed but unknown parameter that can be estimated), the variance of the predicted response is given by

The formula_17 confidence intervals are computed as formula_18.Thus, the confidence interval for predicted response is wider than the interval for mean response.