Non-linear effects of built environment factors on mode choice: A tour-based analysis
Jia Fang,
Xiang Yan,
Tao Tao
et al.
Abstract:Understanding the connections between the built environment and travel mode choice is a major research topic in transportation. However, existing studies usually examine the relationship through trip-based analyses rather than tour-based approaches. A tour consists of multiple trips that originate and end at the same place, which is increasingly considered the more appropriate analysis unit for travel behaviors. Applying a tour-based approach, this study employs random forest to investigate the non-linear impa… Show more
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