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Aggregation in Spatial Choice Modeling

Author

Listed:
  • Ryuichi Kitamura

    (University of California, Davis, California)

  • Lidia P. Kostyniuk

    (University of Michigan, Ann Arbor, Michigan)

  • Kuo-Liang Ting

    (University of Michigan, Ann Arbor, Michigan)

Abstract

This paper presents a spatial interaction model based on the utilitarian choice model that describes the individual tripmakers' choice of destination locations for their trips. The use of asymptotic properties of the distribution of the perceived utility of each destination zone yielded, a multinominat probit model of destination zone choice. This multinominial probit structure allowed the model to assume arbitrary degrees of similarities in the individual's preceptions of destination locations within or among the traffic zones. A few additional assumptions made it possible to generalize this destination zone choice model to a spatial interaction model representing relative frequencies of interzonal movements. The numerical analysis showed that the violation of an asymptotic assumption used in the model derivation does not cause significant errors in the model.

Suggested Citation

  • Ryuichi Kitamura & Lidia P. Kostyniuk & Kuo-Liang Ting, 1979. "Aggregation in Spatial Choice Modeling," Transportation Science, INFORMS, vol. 13(4), pages 325-342, November.
    • Handle: RePEc:inm:ortrsc:v:13:y:1979:i:4:p:325-342
    DOI: 10.1287/trsc.13.4.325
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    Cited by:

    1. Yip, Arthur H.C. & Michalek, Jeremy J. & Whitefoot, Kate S., 2018. "On the implications of using composite vehicles in choice model prediction," Transportation Research Part B: Methodological, Elsevier, vol. 116(C), pages 163-188.
    2. Rashidi, Taha Hossein & Auld, Joshua & Mohammadian, Abolfazl (Kouros), 2012. "A behavioral housing search model: Two-stage hazard-based and multinomial logit approach to choice-set formation and location selection," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(7), pages 1097-1107.
    3. Lee, Yinjin & Bateman, Alexis, 2021. "The competitiveness of fair trade and organic versus conventional coffee based on consumer panel data," Ecological Economics, Elsevier, vol. 184(C).
    4. R S Tay & P S McCarthy, 1994. "Benefits of Improved Water Quality: A Discrete Choice Analysis of Freshwater Recreational Demands," Environment and Planning A, , vol. 26(10), pages 1625-1638, October.
    5. Rich, J. & Kveiborg, O. & Hansen, C.O., 2011. "On structural inelasticity of modal substitution in freight transport," Journal of Transport Geography, Elsevier, vol. 19(1), pages 134-146.

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