IDEAS home Printed from https://ideas.repec.org/p/ags/amstas/293121.html
   My bibliography  Save this paper

A Censored Regression Model Of Private Car Use

Author

Listed:
  • Jong, G
  • Cramer, J

Abstract

We develop a model for the joint determination of private car ownership and private car use by households. To own a private car is not worth the cost unless permanent annual mileage exceeds a certain minimum; observed annual mileage however differs from permanent mileage because of transitory factors. This model calls for a nonzero Tobin threshold and for an unusual distribution of the disturbances. We estimate its parameters from the 1980 Dutch household budget survey and obtain satisfactory results. The threshold is about 7500 kilometers per year, and the overall income elasticity of mileage 0 .5 . We also estimate a variable threshold model. In this case the overall income elasticity is slightly higher. The estimates of the variable threshold model confirm the old idea which says that the higher incomes will have a lower threshold.

Suggested Citation

  • Jong, G & Cramer, J, "undated". "A Censored Regression Model Of Private Car Use," University of Amsterdam, Actuarial Science and Econometrics Archive 293121, University of Amsterdam, Faculty of Economics and Business.
    • Handle: RePEc:ags:amstas:293121
    DOI: 10.22004/ag.econ.293121
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/293121/files/amsterdam072.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.293121?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Stevenson, Rodney E., 1980. "Likelihood functions for generalized stochastic frontier estimation," Journal of Econometrics, Elsevier, vol. 13(1), pages 57-66, May.
    2. Milton Friedman, 1957. "Introduction to "A Theory of the Consumption Function"," NBER Chapters, in: A Theory of the Consumption Function, pages 1-6, National Bureau of Economic Research, Inc.
    3. Nelson, Forrest D., 1977. "Censored regression models with unobserved, stochastic censoring thresholds," Journal of Econometrics, Elsevier, vol. 6(3), pages 309-327, November.
    4. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    5. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1, March.
    6. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    Full references (including those not matched with items on IDEAS)

    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. Chul‐Woo Kwon & Peter F. Orazem & Daniel M. Otto, 2006. "Off‐farm labor supply responses to permanent and transitory farm income," Agricultural Economics, International Association of Agricultural Economists, vol. 34(1), pages 59-67, January.
    2. Jonathan Gruber & Aaron Yelowitz, 1999. "Public Health Insurance and Private Savings," Journal of Political Economy, University of Chicago Press, vol. 107(6), pages 1249-1274, December.
    3. Hermansson, Cecilia, 2016. "Relationships between bank customers’ risk attitudes and their balance sheets," Working Paper Series 15/12, Royal Institute of Technology, Department of Real Estate and Construction Management & Banking and Finance.
    4. d’Astous, Philippe, 2019. "Responses to an anticipated increase in cash on hand: Evidence from term loan repayments," Journal of Banking & Finance, Elsevier, vol. 108(C).
    5. Turner, Tracy M. & Luea, Heather, 2009. "Homeownership, wealth accumulation and income status," Journal of Housing Economics, Elsevier, vol. 18(2), pages 104-114, June.
    6. Elisabeth Beckmann & Mariya Hake & Jarmila Urvová, 2013. "Determinants of Households’ Savings in Central, Eastern and Southeastern Europe," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue 3, pages 8-29.
    7. Luis E. Arango & Lina Cardona-Sosa, 2015. "Determinants of consumer credit within a debt constrained framework. Evidence from microdata," Borradores de Economia 13965, Banco de la Republica.
    8. repec:eee:labchp:v:1:y:1986:i:c:p:103-204 is not listed on IDEAS
    9. Luis Eduardo Arango & Lina Cardona-Sosa, 2015. "Determinants of consumer credit within a constrained framework: evidence from Colombian microdata," Borradores de Economia 912, Banco de la Republica de Colombia.
    10. Leonel Cerno & Teodosio Pérez Amaral, 2005. "Demand for Internet Access and Use in Spain," Documentos de Trabajo del ICAE 0506, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Instituto Complutense de Análisis Económico.
    11. Wadud, Zia & Graham, Daniel J. & Noland, Robert B., 2009. "Modelling fuel demand for different socio-economic groups," Applied Energy, Elsevier, vol. 86(12), pages 2740-2749, December.
    12. Jaap H. Abbring, 2010. "Identification of Dynamic Discrete Choice Models," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 367-394, September.
    13. Masuda, Kazuto, 2024. "The Special Theory of Employment, Exchange Rate, and Money With the Focus on Inflation and Technological Progress," SocArXiv nxshd, Center for Open Science.
    14. repec:osf:socarx:nxshd_v1 is not listed on IDEAS
    15. Yih‐Luan Chyi & Yu‐Lun Liu, 2007. "Income Uncertainty and Wealth Accumulation: How Precautionary are Taiwanese Households?," Asian Economic Journal, East Asian Economic Association, vol. 21(3), pages 301-319, September.
    16. Brian Chi-ang Lin & Siqi Zheng & Eleftherios Giovanis & Oznur Ozdamar, 2016. "Structural Equation Modelling And The Causal Effect Of Permanent Income On Life Satisfaction: The Case Of Air Pollution Valuation In Switzerland," Journal of Economic Surveys, Wiley Blackwell, vol. 30(3), pages 430-459, July.
    17. Zamnius, Alexey & Polbin, Andrey, 2021. "Estimating intertemporal elasticity of substitution of labor supply for married women in Russia," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 64, pages 23-48.
    18. William Greene, 2010. "A stochastic frontier model with correction for sample selection," Journal of Productivity Analysis, Springer, vol. 34(1), pages 15-24, August.
    19. Casey B. Mulligan, 2018. "Quantifier Elimination for Deduction in Econometrics," NBER Working Papers 24601, National Bureau of Economic Research, Inc.
    20. Chowa, Gina A.N. & Masa, Rainier D. & Wretman, Christopher J. & Ansong, David, 2013. "The impact of household possessions on youth's academic achievement in the Ghana Youthsave experiment: A propensity score analysis," Economics of Education Review, Elsevier, vol. 33(C), pages 69-81.
    21. Evren Ceritoğlu, 2013. "The impact of labour income risk on household saving decisions in Turkey," Review of Economics of the Household, Springer, vol. 11(1), pages 109-129, March.
    22. Anders Skrondal & Sophia Rabe‐Hesketh, 2007. "Latent Variable Modelling: A Survey," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 34(4), pages 712-745, December.

    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:ags:amstas:293121. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/feuvanl.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.