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A beta-logistic model of mode choice: Goodness of fit and intertemporal dependence

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  • Uncles, Mark D.

Abstract

Choice of travel mode on shopping trips is examined using a beta-logistic model. Predicted and observed probabilities are compared to assess goodness of fit. The effect of intertemporal dependence is considered; however, recourse to higher-order models does not improve predictions and does not give a better account of the data.

Suggested Citation

  • Uncles, Mark D., 1987. "A beta-logistic model of mode choice: Goodness of fit and intertemporal dependence," Transportation Research Part B: Methodological, Elsevier, vol. 21(3), pages 195-205, June.
    • Handle: RePEc:eee:transb:v:21:y:1987:i:3:p:195-205
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    Cited by:

    1. Toshiyuki Yamamoto & Ryuichi Kitamura, 1999. "An analysis of time allocation to in-home and out-of-home discretionary activities across working days and non- working days," Transportation, Springer, vol. 26(2), pages 231-250, May.
    2. Kitamura, Ryuichi & Bunch, David S., 1990. "Heterogeneity and State Dependence in Household Car Ownership: A Panel Analysis Using Ordered-Response Probit Models with Error Components," University of California Transportation Center, Working Papers qt0qv4q55r, University of California Transportation Center.
    3. Bhat, Chandra R. & Pulugurta, Vamsi, 1998. "A comparison of two alternative behavioral choice mechanisms for household auto ownership decisions," Transportation Research Part B: Methodological, Elsevier, vol. 32(1), pages 61-75, January.
    4. Little, John D. C. & Anderson, Eric T., 1994. "A product choice model with marketing, filtering and purchase feedback," Working papers 3670-94., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    5. Yamamoto, Toshiyuki & Kitamura, Ryuichi, 2000. "An analysis of household vehicle holding durations considering intended holding durations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 34(5), pages 339-351, June.
    6. Bhat, Chandra R., 1996. "A hazard-based duration model of shopping activity with nonparametric baseline specification and nonparametric control for unobserved heterogeneity," Transportation Research Part B: Methodological, Elsevier, vol. 30(3), pages 189-207, June.

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