The results in Table 4.3 show that both higher vehicle prices, relative to annual
income, and higher vehicle operating costs lowered the quantity demanded of
automobiles (the negative sign on those coefficients). Thus, the estimated demand
curve is downward sloping. Vehicle safety, net horsepower, and overall vehicle