In a multiple regression, the dependent variable is house value (in '000$) and one of the independent variables is a dummy variable, which is defined as 1 if a house has a garage and 0 if not. The coefficient of the dummy variable is found to be 5.4 but the t-test reveals that it is not significant at the 0.05 level. Which of the following is true?
The house value remains the same with or without a garage.
A garage increases the house value by $5,400, holding all other independent variables constant.
We need to include other dummy variables.
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