Asymmetric closed-form route choice models: Formulations and comparative applications

Dawei Li, Siqi Feng, Yuchen Song, Xinjun Lai and Shlomo Bekhor

Transportation Research Part A: Policy and Practice, 2023, vol. 171, issue C

Abstract: Among the discrete choice contexts discussed in the transportation literature, route choice is particularly challenging, for which several model structures with different assumptions were developed. Recently, a group of closed-form multinomial models with asymmetric choice probability functions have been proposed to resolve the class imbalance problem in mode choice. However, these asymmetric models can hardly be estimated when the choice sets vary with observations. This paper fills the gap between the asymmetric models and the existing literature, and also adapt the models to route choice by proposing three approaches to further parameterize the shape parameter.

Keywords: Route choice; Asymmetric probability function; Closed-form; Class imbalance; GPS data (search for similar items in EconPapers)
Date: 2023
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DOI: 10.1016/j.tra.2023.103627

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