IDEAS home Printed from https://ideas.repec.org/p/drm/wpaper/2009-22.html
   My bibliography  Save this paper

The European used-car market at a glance: Hedonic resale price valuation in automotive leasing industry

Author

Listed:
  • Sylvain Prado

Abstract

In the leasing industry, the risk of loss on sales at the end of the contract term, as well as pricing are critically impacted by the forecasted resale price of the asset (residual value). We apply the Hedonic methodology to European auto lease portfolios, in order to estimate the resale price distribution. The Hedonic approach estimates the price of a good through the valuation of its attributes. Following a discussion on Hedonic prices, we propose an operational model for the automobile resale market. The model is applied to four European countries (France, Germany, Spain and Great Britain), and distributions are calculated on two vehicle versions (Audi A4 & Ford Focus) allowing a comparison of market depreciation patterns and residual value risks.

Suggested Citation

  • Sylvain Prado, 2009. "The European used-car market at a glance: Hedonic resale price valuation in automotive leasing industry," EconomiX Working Papers 2009-22, University of Paris Nanterre, EconomiX.
  • Handle: RePEc:drm:wpaper:2009-22
    as

    Download full text from publisher

    File URL: http://economix.fr/pdf/dt/2009/WP_EcoX_2009-22.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2004. "Identification and Estimation of Hedonic Models," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 60-109, February.
    2. Reis, Hugo J. & Santos Silva, J.M.C., 2006. "Hedonic prices indexes for new passenger cars in Portugal (1997-2001)," Economic Modelling, Elsevier, vol. 23(6), pages 890-908, December.
    3. Makoto Ohta & Zvi Griliches, 1976. "Automobile Prices Revisited: Extensions of the Hedonic Hypothesis," NBER Chapters, in: Household Production and Consumption, pages 325-398, National Bureau of Economic Research, Inc.
    4. Atkinson, Scott E & Halvorsen, Robert, 1990. "The Valuation of Risks to Life: Evidence from the Market for Automobiles," The Review of Economics and Statistics, MIT Press, vol. 72(1), pages 133-136, February.
    5. C. Couton & F. Gardes & Y. Thepaut, 1996. "Hedonic prices for environmental and safety characteristics and the Akerlof effect in the French car market," Applied Economics Letters, Taylor & Francis Journals, vol. 3(7), pages 435-440.
    6. Bartik, Timothy J, 1987. "The Estimation of Demand Parameters in Hedonic Price Models," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 81-88, February.
    7. Reis, Hugo J. & Santos Silva, J.M.C., 2006. "Hedonic prices indexes for new passenger cars in Portugal (1997-2001)," Economic Modelling, Elsevier, vol. 23(6), pages 890-908, December.
    8. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    9. Brown, James N & Rosen, Harvey S, 1982. "On the Estimation of Structural Hedonic Price Models," Econometrica, Econometric Society, vol. 50(3), pages 765-768, May.
    10. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74, pages 132-132.
    11. Jan van Dalen & Ben Bode, 2004. "Quality-corrected price indices: the case of the Dutch new passenger car market, 1990-1999," Applied Economics, Taylor & Francis Journals, vol. 36(11), pages 1169-1197.
    12. Triplett, Jack E, 1969. "Automobiles and Hedonic Quality Measurement," Journal of Political Economy, University of Chicago Press, vol. 77(3), pages 408-417, May/June.
    13. Hartman, Raymond S, 1987. "Product Quality and Market Efficiency: The Effect of Product Recalls on Resale Prices and Firm Valuation," The Review of Economics and Statistics, MIT Press, vol. 69(2), pages 367-372, May.
    14. Cowling, Keith & Cubbin, John, 1971. "Price, Quality and Advertising Competition: An Econometric Investigation of the United Kingdom Car Market," Economica, London School of Economics and Political Science, vol. 38(152), pages 378-394, November.
    15. Combris, Pierre & Lecocq, Sebastien & Visser, Michael, 1997. "Estimation for a Hedonic Price Equation for Bordeaux Wine: Does Quality Matter?," Economic Journal, Royal Economic Society, vol. 107(441), pages 390-402, March.
    16. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    17. Cubbin, John S, 1975. "Quality Change and Pricing Behaviour in the United Kingdom Car Industry 1956-1968," Economica, London School of Economics and Political Science, vol. 42(165), pages 43-58, February.
    18. repec:dau:papers:123456789/6486 is not listed on IDEAS
    19. David Yerger, 1996. "Used car markets: reliability does matter, but do Consumer Reports?," Applied Economics Letters, Taylor & Francis Journals, vol. 3(2), pages 67-70.
    20. Cowling, Keith & Cubbin, John, 1972. "Hedonic Price Indexes for United Kingdom Cars," Economic Journal, Royal Economic Society, vol. 82(327), pages 963-978, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Lessmann, Stefan & Voß, Stefan, 2017. "Car resale price forecasting: The impact of regression method, private information, and heterogeneity on forecast accuracy," International Journal of Forecasting, Elsevier, vol. 33(4), pages 864-877.
    2. Christoph Gleue & Dennis Eilers & Hans-Jörg Mettenheim & Michael H. Breitner, 2019. "Decision Support for the Automotive Industry," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 61(4), pages 385-397, August.
    3. Sylvain Prado, 2010. "A Family Hitch : Econometrics of the New and the Used Car Markets," EconomiX Working Papers 2010-4, University of Paris Nanterre, EconomiX.
    4. Sylvain Prado, 2010. "A Family Hitch: Econometrics of the New and the Used Car Markets," Working Papers hal-04140927, HAL.
    5. Korbinian Dress & Stefan Lessmann & Hans-Jorg von Mettenheim, 2017. "Residual Value Forecasting Using Asymmetric Cost Functions," Papers 1707.02736, arXiv.org.
    6. Dress, Korbinian & Lessmann, Stefan & von Mettenheim, Hans-Jörg, 2018. "Residual value forecasting using asymmetric cost functions," International Journal of Forecasting, Elsevier, vol. 34(4), pages 551-565.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sylvain Prado, 2009. "The European used-car market at a glance: Hedonic resale price valuation in automotive leasing industry," Working Papers hal-04140873, HAL.
    2. Reis, Hugo J. & Santos Silva, J.M.C., 2006. "Hedonic prices indexes for new passenger cars in Portugal (1997-2001)," Economic Modelling, Elsevier, vol. 23(6), pages 890-908, December.
    3. Frank F. Limehouse & Peter C. Melvin & Robert E. McCormick, 2010. "The Demand for Environmental Quality: An Application of Hedonic Pricing in Golf," Journal of Sports Economics, , vol. 11(3), pages 261-286, June.
    4. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2010. "The New Economics of Equilibrium Sorting and its Transformational Role for Policy Evaluation," NBER Working Papers 16349, National Bureau of Economic Research, Inc.
    5. Ramírez Muñoz de Toro, Gonzalo R. & Uriarte, Juan I. & Delbianco, Fernando & Larrosa, Juan M.C., 2017. "Un modelo hedónico de precios en línea de automóviles usados en Argentina || A Hedonic Model of Online Prices of Used Cars in Argentina," Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration, Universidad Pablo de Olavide, Department of Quantitative Methods for Economics and Business Administration, vol. 24(1), pages 25-53, Diciembre.
    6. Arnaud Dupuy & Alfred Galichon & Marc Henry, 2014. "Entropy Methods for Identifying Hedonic Models," Sciences Po publications info:hdl:2441/5qh5s98no08, Sciences Po.
    7. Manuel Landajo & Celia Bilbao & Amelia Bilbao, 2012. "Nonparametric neural network modeling of hedonic prices in the housing market," Empirical Economics, Springer, vol. 42(3), pages 987-1009, June.
    8. Victor Ginsburgh & Jianping Mei & Michael Moses, 2006. "On the computation of art indices in art," ULB Institutional Repository 2013/7290, ULB -- Universite Libre de Bruxelles.
    9. Laura Andersen & Sinne Smed, 2013. "What is it consumers really want, and how can their preferences be influenced? The case of fat in milk," Empirical Economics, Springer, vol. 45(1), pages 323-347, August.
    10. Henrik Andersson, 2008. "Willingness to Pay for Car Safety: Evidence from Sweden," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 41(4), pages 579-594, December.
    11. Bilbao-Terol, Amelia & Álvarez-Otero, Susana & Bilbao-Terol, Celia & Cañal-Fernández, Verónica, 2017. "Hedonic evaluation of the SRI label of mutual funds using matching methodology," International Review of Financial Analysis, Elsevier, vol. 52(C), pages 213-227.
    12. Teuber, Ramona, 2010. "Estimating the Demand for Sensory Quality – Theoretical Considerations and an Empirical Application to Specialty Coffee," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 59(03), pages 1-14, September.
    13. Molly Espey & Santosh Nair, 2005. "Automobile Fuel Economy: What Is It Worth?," Contemporary Economic Policy, Western Economic Association International, vol. 23(3), pages 317-323, July.
    14. repec:hal:spmain:info:hdl:2441/5qh5s98no08b0p4s2sgkev0893 is not listed on IDEAS
    15. repec:hal:spmain:info:hdl:2441/5pur9qsgqa81hacarhshk7oh2p is not listed on IDEAS
    16. Bajari, Patrick & Benkard, C. Lanier, 2004. "Demand Estimation With Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach," Research Papers 1842, Stanford University, Graduate School of Business.
    17. Andersen, Laura M. & Smed, Sinne, 2010. "What Is It Consumers Really Want And Why? The Case Of Fat In Milk," 115th Joint EAAE/AAEA Seminar, September 15-17, 2010, Freising-Weihenstephan, Germany 116455, European Association of Agricultural Economists.
    18. Potrawa, Tomasz & Tetereva, Anastasija, 2022. "How much is the view from the window worth? Machine learning-driven hedonic pricing model of the real estate market," Journal of Business Research, Elsevier, vol. 144(C), pages 50-65.
    19. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2013. "The New Economics of Equilibrium Sorting and Policy Evaluation Using Housing Markets," Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1007-1062, December.
    20. Steven S. Vickner, 2015. "Estimating the Implicit Price of Convenience: A Hedonic Analysis of the US Breakfast Sausage Market," Agribusiness, John Wiley & Sons, Ltd., vol. 31(2), pages 281-292, April.
    21. Lucija Muehlenbachs & Elisheba Spiller & Christopher Timmins, 2015. "The Housing Market Impacts of Shale Gas Development," American Economic Review, American Economic Association, vol. 105(12), pages 3633-3659, December.
    22. Fève, Frédérique & Fève, Patrick & Florens, Jean-Pierre, 2002. "Attribute Choices and Structural Econometrics of Price Elasticity of Demand," IDEI Working Papers 155, Institut d'Économie Industrielle (IDEI), Toulouse, revised 2003.

    More about this item

    Keywords

    Hedonic model; residual value; automotive market;
    All these keywords.

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:drm:wpaper:2009-22. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Valerie Mignon (email available below). General contact details of provider: https://edirc.repec.org/data/modemfr.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.