Question
A real estate agent wishes to determine the selling price of residences using the size (square feet), and whether the residence is a condominium or
A real estate agent wishes to determine the selling price of residences using
the size (square feet), and whether the residence is a condominium or a
single-family home. A sample of 20 residences was obtained with the
following results:
x 233 10 24 56 78 102 90 200 344 120 y 245 12 22 56 90 103 85 190 320 120 Price ($) Type Square Feet
199,700 F 1,500
211,800 C 2,085
197,100 F 1,450
228,400 F 1,836
215,800 F 1,730
190,900 C 1,726
312,200 F 2,300
313,600 C 1,650
239,000 F 1,950
184,400 C 1,545
200,600 C 1,375
208,000 C 1,825
210,500 F 1,650
233,300 F 1,960
187,200 C 1,360
185,200 C 1,200
284,100 F 2,000
207,200 F 1,755
258,200 F 1,850
203,100 F 1,630
F: Single-Family Home
C: Condomnium Residence
a. Produce a regression equation to predict the selling price for residences
using a model of the following form: (2 marks)
Where,
b. Interpret the parameters 1, and 2 in the model given in part a. (2 marks)
c. Produce an equation that describes the relationship between the selling
price and the square footage of (1) condominiums and (2) single-family
homes. (3 marks)
d. Conduct a test of hypothesis to determine if the relationship between the
selling price and the square footage is different between condominiums
and single-family homes. (3 marks)
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