In: Statistics and Probability
Below is a dataset.
xi 1 2 3 4 5
yi 3 7 5 11 14
Use the facts that ˆy = .20 + 2.6x, ̄x = 3, ̄y= 8, Σ(xi − ̄x)^2 = 10, and SSE=12.4.
a. Estimate the standard deviation of ˆy∗ when x= 4.
b. Develop a 95% confidence interval for the expected value of y when x= 4.
c. Estimate the standard deviation of an individual value of y when x= 4.
d. Develop a 95% prediction interval for y when x= 4.