Litcius/Paper detail

Inferring heterogeneous treatment effects of crashes on highway traffic: A doubly robust causal machine learning approach

Shuang Li, Ziyuan Pu, Zhiyong Cui, Seunghyeon Lee, Xiucheng Guo, Dong Ngoduy

2024Transportation Research Part C Emerging Technologies46 citationsDOI

Topics & Concepts

Causal inferenceCrashMachine learningComputer scienceRobustness (evolution)CausationCausal modelArtificial intelligencePoison controlInferenceEconometricsStatisticsMathematicsMedicineEnvironmental healthLawChemistryBiochemistryGeneProgramming languagePolitical scienceTraffic and Road SafetyStatistical Methods and Bayesian InferenceUrban Transport and Accessibility