Suppose that people are concerned with the differences in serious crimes among the regions z and think that the following variables might affect the rate of serious crimes: population density (x1, total population divided by land area), total personal income (x2) and percent high school graduates (x3). (ia) Suggest an appropriate regression model for dealing with the concern. (ib) A model is fitted to the data, which yields the following results