Estimating Expected Price of Vehicles in a Transportation Microsimulation Modeling System
Publication: Journal of Transportation Engineering
Volume 128, Issue 6
Abstract
Microsimulation modeling is an emerging approach to activity-based travel forecasting. Household automobile-ownership models are being included in microsimulation travel-demand models more. Implicitly, vehicle price is an important attribute of vehicles in all automobile-ownership models. In order to update prices at each point of time within the simulation, a modeling tool is required to estimate the price of each vehicle at any time. This paper develops a hedonic price model to estimate the expected price of vehicles to be used in a comprehensive urban-transportation modeling system. In this study, the use of a linear hedonic price model was investigated in terms of its application to the market price of automobiles.
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References
Arguea, N. M., Hsiao, C., and Taylor, G. A.(1994). “Estimating consumer preferences using market data: An application of U.S. automobile demand.” Journal of Applied Econometrics, 9(1), 1–18.
Bajic, V.(1993). “Automobiles and implicit markets: An estimate of a structural demand model for automobile characteristics.” Appl. Econom., 25(4), 541–551.
Canadian Association of Technical Accident Investigators and Reconstructionists (CATAIR). (1999). “Canadian vehicle specifications system: Version 1999.2.” 〈http://www.catair.org〉 (Aug. 1, 2001).
Canadian older car and light duty truck red book. (1990–1998). Canadian Red Book, Inc., Toronto.
EPA. (2001). “Fuel economy guide database files (1990–2000).” 〈http://www.fueleconomy.gov/feg/download.shtml〉 (Aug. 1, 2001).
Feenstra, R. C.(1995). “Exact hedonic price indexes.” Review of Economics and Statistics, 77(4), 634–653.
Haider, M. (1999). “Development of hedonic prices indexes for freehold properties in the greater Toronto area: Application of spatial autoregressive techniques.” MSc thesis, Dept. of Civil Engineering, Univ. of Toronto, Toronto.
Kalyanaram, G., and Winer, R. S.(1995). “Empirical generalizations from reference price research.” Mark. Sci. (Providence R.I.), 14(3), G161–G169.
Lancaster, K. J.(1966). “A new approach to consumer theory.” Journal of Political Economy, 74, 132–157.
Miller, E. J. (1996). “Microsimulation and activity-based forecasting.” Proc. Texas Transportation Institute Activity-Based Travel Forecasting Conf. DOT and EPA, Washington, D.C., 151–172.
Miller, E. J., and Salvini, P. A. (2000). “The integrated land use, transportation, environment (ILUTE) microsimulation modeling system: Description & current status.” Proc., 9th Int. Association for Travel Behaviour Research Conf., Gold Coast, Queensland, Australia.
Mohammadian, A., and Miller, E. J. (2000). “A comprehensive and operational modeling framework for automobile ownership in an integrated land-use, transportation and environment modeling system.” Proc., 3rd Transportation Specialty Conf., Canadian Society for Civil Engineering, London, Ont., Canada.
Mohammadian, A., and Miller, E. J. (2002a). “A comparison of the performance of nested logit models and artificial neural networks for predicting household automobile choices.” Proc. 81st Annual Meeting of the Transportation Research Board (CD-ROM), TRB, Washington, D.C.
Mohammadian, A., and Miller, E. J. (2002b). “Understanding and modeling dynamics of household automobile ownership decisions: A Canadian experience.” Proc. Applications of Advanced Technology in Transportation Conf. ASCE, Reston, Va., 672–679.
Murray, J., and Sarantis, N.(1999). “Price-quality relations and hedonic price indexes for cars in the United Kingdom.” Int. Journal of the Economics, 6(1), 5–27.
Official used car valuation. (1990–1998). Canadian Red Book, Inc., Toronto.
Ordonez, L. D.(1998). “The effect of correlation between price and quality on consumer choice.” Organization Behavior and Human Decision Processes, 75(3), 258–273.
Roorda, M. J., Mohammadian, A., and Miller, E. J. (2000). “Toronto area car ownership study: A retrospective interview and its applications.” Transportation Research Record 1719, Transportation Research Board, Washington, D.C., 69–76.
Stopher, P. R., and Meyburg, A. H. (1979). Survey sampling and multivariate analysis for social scientists and engineers, Lexington, Mass.
Winer, R. S.(1986). “A reference price model of brand choice for frequently purchased products.” J. Consum. Res., 13(September), 250–256.
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Copyright © 2002 American Society of Civil Engineers.
History
Received: Mar 23, 2001
Accepted: Jan 31, 2002
Published online: Oct 15, 2002
Published in print: Nov 2002
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