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An Introduction to Generalised Functional Form and Random Coefficients in Transport Modelling

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  • L W Johnson

    (School of Economic and Financial Studies, Macquarie University, North Ryde, NSW 2113, Australia)

Abstract

There are two developments in statistical methodology which have been examined extensively in the econometrics and statistics literature but have not been applied to a great extent in transportation research. These are the use of generalised functional form in regression problems, and random-coefficient techniques. The purposes of this paper are to present a brief survey of these areas, to examine the uses of these techniques on transport-related topics, and to suggest further applications of the procedures to transport. The exposition of these areas includes more intuitive than technical derivation, in order to make the paper as accessible as possible.

Suggested Citation

  • L W Johnson, 1979. "An Introduction to Generalised Functional Form and Random Coefficients in Transport Modelling," Environment and Planning A, , vol. 11(9), pages 1029-1037, September.
    • Handle: RePEc:sae:envira:v:11:y:1979:i:9:p:1029-1037
    DOI: 10.1068/a111029
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    References listed on IDEAS

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    1. Hausman, Jerry A & Wise, David A, 1978. "A Conditional Probit Model for Qualitative Choice: Discrete Decisions Recognizing Interdependence and Heterogeneous Preferences," Econometrica, Econometric Society, vol. 46(2), pages 403-426, March.
    2. Mehta, Jatinder S. & Narasimham, Gorti V. L. & Swamy, Paravastu A. V. B., 1978. "Estimation of a dynamic demand function for gasoline with different schemes of parameter variation," Journal of Econometrics, Elsevier, vol. 7(3), pages 263-279, April.
    3. Burns, Michael E, 1976. "Testing the Relative Stability of Economic Relations by a Comparison of Regression Coefficients Obtained in Sample Sub-Periods," The Manchester School of Economic & Social Studies, University of Manchester, vol. 44(4), pages 343-355, December.
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    Cited by:

    1. Osula, Douglas O. A. & Adebisi, O., 2001. "Testing the stability of travel expenditures in Nigeria," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(4), pages 269-287, May.

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