In: Statistics and Probability
Refer to the CDI data set in Appendix C.2.
a. For each geographic region, regress the number of serious crimes
in a CDI (Y) against
population density (X" total population divided by land area), per
capita personal income
(X2 ), and percent high school graduates (X3 ). Use first-order
regression model (6.5) with
three predictor variables. State the estimated regression
functions.
b. Are the estimated regression functions similar for the four
regions? Discuss.
c. Calculate MSE and R2 for each region. Are these measures similar
for the four regions?
Discuss.
d. Obtain the residuals for each fitted model and prepare a box
plot of the residuals for each
fitted modeL Interpret your plots and state your findings.
I Can do it by my self but Can you explain how what is meaning (b),
(c) and (d)
Just write explantions