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Answer :
The closest answer choice is B. $270,000.
To find the predicted selling price of a house with a size of 3,200 square feet, we will use the given linear model of the logarithm of the price:
[tex]\ln (\widehat{\text{price}}) = 2.08 + 0.11 (\text{size})[/tex]
First, substitute the size of the house (3,200 square feet) into the equation. Remember that size is in units of 100 square feet, so divide 3,200 by 100 to convert:
[tex]\ln (\widehat{\text{price}}) = 2.08 + 0.11 \times 32[/tex]
[tex]\ln (\widehat{\text{price}}) = 2.08 + 3.52[/tex]
[tex]\ln (\widehat{\text{price}}) = 5.60[/tex]
Now, solve for the predicted price by taking the exponential of both sides to undo the natural logarithm:
[tex]\widehat{\text{price}} = e^{5.60}[/tex]
Using a calculator, [tex]e^{5.60}[/tex] is approximately 270.43. Since the price is in thousands of dollars, the predicted selling price is approximately $270,430.
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