should be specific in describing the qualitative features of the relationship.) To account for possible differences between different regions of the United States, we now incorporate the region variable into the analysis, defined as follows: 1 = Midwest, 2 = West, 3 = South, 4-Northeast [5 points] Explain why it would not be appropriate to simply include the region variable as an additional regressor