[Steps Shown] Consider the following equation relates housing price (P) to the distance from a recently built garbage incinerator (D) : log (\tildeP)=9.40+0.3120log
Question: Consider the following equation relates housing price \((P)\) to the distance from a recently built garbage incinerator \((D)\) :
\[\log (\tilde{P})=9.40+0.3120\log (D)\]where we have 135 data points and the coefficient of determination is 0.162.
- Interpret the coefficient on \(\log (D)\). Is the sign of this estimate what you expect it to be? Why or why not?
- Do you think simple regression provides an unbiased estimator of the ceteris paribus elasticity of price with respect to distance? (Note: Think about the city's decision on where to put the incinerator.)
- What other factors about a house effect its price? Might these be
correlated with distance from the incinerator?
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