Predicting microscopic vehicle collision risks at toll plaza diverging area using bayesian dynamic logistic regressions

• Xi Li ,

  Contributed equally to this work with: Xi Li, Yi Fei, Kongning Jin, Yujie Zhang, Fengwei Yang, Shuyu He

  Roles Data curation, Formal analysis, Writing – original draft

  Affiliations School of Traffic and Transportation Engineering, Changsha University of Science and Technology, Changsha, Hunan, PR China, Hunan Key Laboratory of Smart Roadway and Cooperative Vehicle-infrastructure Systems, Changsha University of Science and Technology, Changsha, Hunan, PR China

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• Yi Fei ,

  Contributed equally to this work with: Xi Li, Yi Fei, Kongning Jin, Yujie Zhang, Fengwei Yang, Shuyu He

  Roles Conceptualization, Formal analysis, Writing – original draft

  Affiliations School of Traffic and Transportation Engineering, Changsha University of Science and Technology, Changsha, Hunan, PR China, Hunan Key Laboratory of Smart Roadway and Cooperative Vehicle-infrastructure Systems, Changsha University of Science and Technology, Changsha, Hunan, PR China

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• Kongning Jin ,

  Contributed equally to this work with: Xi Li, Yi Fei, Kongning Jin, Yujie Zhang, Fengwei Yang, Shuyu He

  Roles Investigation, Visualization

  Affiliations School of Traffic and Transportation Engineering, Changsha University of Science and Technology, Changsha, Hunan, PR China, Hunan Key Laboratory of Smart Roadway and Cooperative Vehicle-infrastructure Systems, Changsha University of Science and Technology, Changsha, Hunan, PR China

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• Lu Xing ,

  Roles Funding acquisition, Supervision, Writing – review & editing

  * E-mail: luxing@csu.edu.cn

  Affiliations School of Automation, Central South University, Changsha, Hunan, PR China, Hunan Key Laboratory of Smart Roadway and Cooperative Vehicle-infrastructure Systems, Changsha University of Science and Technology, Changsha, Hunan, PR China

  https://orcid.org/0000-0001-8062-3002

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• Yujie Zhang ,

  Contributed equally to this work with: Xi Li, Yi Fei, Kongning Jin, Yujie Zhang, Fengwei Yang, Shuyu He

  Roles Data curation, Investigation

  Affiliations School of Traffic and Transportation Engineering, Changsha University of Science and Technology, Changsha, Hunan, PR China, School of Automation, Central South University, Changsha, Hunan, PR China

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• Fengwei Yang ,

  Contributed equally to this work with: Xi Li, Yi Fei, Kongning Jin, Yujie Zhang, Fengwei Yang, Shuyu He

  Roles Data curation, Validation

  Affiliations School of Traffic and Transportation Engineering, Changsha University of Science and Technology, Changsha, Hunan, PR China, School of Automation, Central South University, Changsha, Hunan, PR China

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• Shuyu He

  Contributed equally to this work with: Xi Li, Yi Fei, Kongning Jin, Yujie Zhang, Fengwei Yang, Shuyu He

  Roles Data curation, Validation

  Affiliations School of Traffic and Transportation Engineering, Changsha University of Science and Technology, Changsha, Hunan, PR China, Hunan Key Laboratory of Smart Roadway and Cooperative Vehicle-infrastructure Systems, Changsha University of Science and Technology, Changsha, Hunan, PR China

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