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How does distraction affect cyclists’ severe crashes? A hybrid CatBoost-SHAP and random parameters binary logit approach

Ali Agheli, Kayvan Aghabayk

2024Accident Analysis & Prevention41 citationsDOI

Topics & Concepts

Affect (linguistics)Binary logit modelDistractionLogitLogistic regressionPoison controlBinary numberHuman factors and ergonomicsStatisticsInjury preventionComputer scienceTransport engineeringEngineeringMathematicsPsychologyMedicineEnvironmental healthCognitive psychologyCommunicationArithmeticTraffic and Road SafetyUrban Transport and AccessibilityHuman-Automation Interaction and Safety
How does distraction affect cyclists’ severe crashes? A hybrid CatBoost-SHAP and random parameters binary logit approach | Litcius