Based on a sample of n=30, the least-squares method was used to develop the prediction line Ŷi=3+4Xi. In addition, we have the following information:
Syx=1.8
X̄=10
∑(Xi-X̄)^2=30
a) Construct a 95% Confidence Interval estimate of the population mean response for X=5. What is the upper bound of the Confidence Interval?
b) Construct a 95% Confidence Interval of an individual response for X=5. What is the upper bound of the confidence interval?