Question

5.9. a. Suppose that y is the average price (in thousands of dollars) of a typical three-bedroom home in a large Canadian cit

prices, and that prices continued to increase at the same constant rate. Set up the appropriate linear model y = XB+ E. c. Su

Please show all work. I've only seen a very unhelpful answers for this question, so please do not copy and paste from them. Would really appreciate it.

Thank you in advance.

5.9. a. Suppose that y is the average price (in thousands of dollars) of a typical three-bedroom home in a large Canadian city. Fourteen consecutive observations y1, y2, y14 are taken at consecutive 6-month intervals over 7 years. At the beginning of the eighth interval the government implemented steps to slow down the rate of the price increases. A possible model for these data specifies that prices increase linearly with time until the time point 8, at which time the rate of increase (slope) changes. Such a model consists of a pair of straight lines intersecting at time point 8. Formulate this as a linear model y XB+ e. Explicitly define the parameters you are using and write out the X matrix. b. An alternative model specifies that the government's actions had no effect on
prices, and that prices continued to increase at the same constant rate. Set up the appropriate linear model y = XB+ E. c. Suppose you found that the residual sum of squares in (a) is 6.12 and that in (b) is 37.25. What evidence does this provide with regard to whether model (a) is better than model (b)?
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