Big data, traditional data and the tradeoffs between prediction and causality in highway-safety analysis
Fred Mannering, Chandra R. Bhat, Venky Shankar, Mohamed Abdel‐Aty
Topics & Concepts
Causality (physics)Computer sciencePopulationRegression analysisCrashPoison controlRisk analysis (engineering)Big dataMachine learningData scienceEconometricsData miningEconomicsMedicineSociologyPhysicsDemographyProgramming languageQuantum mechanicsEnvironmental healthTraffic and Road SafetyTraffic Prediction and Management TechniquesUrban Transport and Accessibility