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Estimating heterogeneous treatment effects in road safety analysis using generalized random forests

Yingheng Zhang, Haojie Li, Gang Ren

2021Accident Analysis & Prevention51 citationsDOI

Topics & Concepts

Flexibility (engineering)Random forestBaseline (sea)EstimationRandom effects modelComputer sciencePoison controlPropensity score matchingStatisticsTransport engineeringMeta-analysisEngineeringMachine learningMathematicsMedicineMedical emergencyGeologySystems engineeringOceanographyInternal medicineAdvanced Causal Inference TechniquesStatistical Methods and Bayesian InferenceHealthcare Policy and Management
Estimating heterogeneous treatment effects in road safety analysis using generalized random forests | Litcius