Lab1Form (2)

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Western University *

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4314

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Geography

Date

Feb 20, 2024

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doc

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2

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GEOG 4460 Real Estate and the Cities Lab 1: Monocentric city Name: ID: 1. Briefly describe the theory of the monocentric city model. 2. State your hypothesis about distance and population. 3. What is your anticipated results, based on your understanding of the theory? 4. IMAGINE . Suppose you want to test the theory. What is your ideal data like? What variables would the data contain? 5. Briefly describe the data and the variables (X and Y) that you use in this lab (i.e., max, min, mean, median, sd, n). What is an Enumeration Area (1991 data)? What is a Dissemination Area (2006 data)? What do you do with the outliers, if any? 6. Plot the two regression lines in two separate diagrams in Excel. Label the two lines as “1991” and “2006,” respectively Paste the diagrams here. 7. Interpret the intercept, slope and R-squared (make sure you have a correct unit of measurement for interpreting the distance variable). Are the estimates statistically significant? How do you know?
GEOG 4460 Real Estate and the Cities Lab 1: Monocentric city Name: ID: 8. Compare your results for the 1991 and 2006 regression line. Discuss the similarities/differences between the two lines. 9. Does the result support the theory? Why or why not? Is your measurement of population density an appropriate measurement? 10. What other variables would you control for in your statistical test? 11. Do you think the linear regression model adequately captures the data pattern as shown in the scatterplot? Why or why not? 12. Is the use of centroids an appropriate way to calculate distance to the CBD and estimate the monocentric city model? Why or why not? 13. What could have explained the similarities/differences observed in 1991 and 2006?
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