Question
Suppose that to examine the demand for TriMet bus rides (BR t ) in the Portland region, we constructed the following aggregate demand regression model:
Suppose that to examine the demand for TriMet bus rides (BRt) in the Portland region, we constructed the following aggregate demand regression model:
= 0+ 1 + 2+ 3+ 4_ + 1 +
Where BRtrepresents thousands of bus rides demanded in a particular month t, Price is the fare for bus rides ($), Income is the average income level (thousands $), Population is the current population (thousands), Price_Uber is the price of an equivalent Uber ride ($) and Pandemic is a dummy variable (0 or 1) representing whether or not there was a pandemic related stay at home order in the state during that month.
- Assume that the R2 of the estimated model is 0.85, interpret this in a sentence.
- Assume that 1= -3, 2= 5, 3 = 0.5, 4= 0.05, 1 = -10 are the estimated coefficients for this model. We also have calculated some dataset averages: average BR is 300, average price of a bus ride is $3, average Income is 45 (thousand $), average price of an equivalent Uber ride is $10 and average Population is 850 (thousand) in this dataset.
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