A hybrid approach of random forest and random parameters logit model of injury severity modeling of vulnerable road users involved crashes

Author:

Sun Zhiyuan,Wang Duo,Gu Xin,Abdel-Aty Mohamed,Xing Yuxuan,Wang Jianyu,Lu Huapu,Chen Yanyan

Publisher

Elsevier BV

Subject

Public Health, Environmental and Occupational Health,Safety, Risk, Reliability and Quality,Human Factors and Ergonomics

Reference61 articles.

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3. A correlated random parameters approach to investigate large truck rollover crashes on mountainous interstates;Alrejjal;Acc. Anal. Prevent.,2021

4. Determinants of bicyclist injury severities in bicycle-vehicle crashes: A random parameters approach with heterogeneity in means and variances;Behnood;Anal. Meth. Acc. Res.,2017

5. Time-of-day variations and temporal instability of factors affecting injury severities in large-truck crashes;Behnood;Anal. Meth. Acc. Res.,2019

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