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A Real Estate Analyst Believes That the Three Main Factors

Question 96

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A real estate analyst believes that the three main factors that influence an apartment's rent in a college town are the number of bedrooms, the number of bathrooms, and the apartment's square footage. For 40 apartments, she collects data on the rent (y, in $) , the number of bedrooms (x1) , the number of bathrooms (x2) , and its square footage (x3) . She estimates the following model as Rent = β0 + β1Bedroom + β2Bath + β3Sqft + ε. The following ANOVA table shows a portion of the regression results. A real estate analyst believes that the three main factors that influence an apartment's rent in a college town are the number of bedrooms, the number of bathrooms, and the apartment's square footage. For 40 apartments, she collects data on the rent (y, in $) , the number of bedrooms (x<sub>1</sub>) , the number of bathrooms (x<sub>2</sub>) , and its square footage (x<sub>3</sub>) . She estimates the following model as Rent = β<sub>0</sub> + β<sub>1</sub>Bedroom + β<sub>2</sub>Bath + β<sub>3</sub>Sqft + ε. The following ANOVA table shows a portion of the regression results.   The slope coefficient for Bedroom indicates that, holding other explanatory variables constant, ________. A)  for each additional bedroom the rent is predicted to increase by $226 B)  for each additional bedroom the rent is predicted to increase by $89 C)  for each additional bedroom the rent is predicted to increase by $300 D)  for each additional bedroom the rent is predicted to increase by $0.20 The slope coefficient for Bedroom indicates that, holding other explanatory variables constant, ________.


A) for each additional bedroom the rent is predicted to increase by $226
B) for each additional bedroom the rent is predicted to increase by $89
C) for each additional bedroom the rent is predicted to increase by $300
D) for each additional bedroom the rent is predicted to increase by $0.20

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