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

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

2023Accident Analysis & Prevention65 citationsDOI

Topics & Concepts

CrashMixed logitPoison controlLogistic regressionRandom forestLogitInjury preventionRandom effects modelTransport engineeringCausality (physics)StatisticsEconometricsComputer scienceEngineeringEnvironmental healthMathematicsMedicineMachine learningInternal medicinePhysicsProgramming languageQuantum mechanicsMeta-analysisTraffic and Road SafetyInjury Epidemiology and PreventionUrban Transport and Accessibility
A hybrid approach of random forest and random parameters logit model of injury severity modeling of vulnerable road users involved crashes | Litcius