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A misspecification test for logit based route choice models

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  • Mai, Tien
  • Frejinger, Emma
  • Bastin, Fabian

Abstract

The multinomial logit (MNL) model is often used for analyzing route choices in real networks in spite of the fact that path utilities are believed to be correlated. Yet, statistical tests for model misspecification are rarely used. This paper shows how the information matrix test for model misspecification proposed by White (1982) can be applied to test path-based and link-based MNL route choice models.

Suggested Citation

  • Mai, Tien & Frejinger, Emma & Bastin, Fabian, 2015. "A misspecification test for logit based route choice models," Economics of Transportation, Elsevier, vol. 4(4), pages 215-226.
    • Handle: RePEc:eee:ecotra:v:4:y:2015:i:4:p:215-226
    DOI: 10.1016/j.ecotra.2015.08.002
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    References listed on IDEAS

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    Cited by:

    1. Mai, Tien, 2016. "A method of integrating correlation structures for a generalized recursive route choice model," Transportation Research Part B: Methodological, Elsevier, vol. 93(PA), pages 146-161.
    2. Mai, Tien & Bastin, Fabian & Frejinger, Emma, 2017. "On the similarities between random regret minimization and mother logit: The case of recursive route choice models," Journal of choice modelling, Elsevier, vol. 23(C), pages 21-33.

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