# A hybrid modelling framework of machine learning and extreme value theory for crash risk estimation using traffic conflicts

> Research article (Analytic Methods in Accident Research, 2022) · cited 77× · AI/ML

**Wikidata**: [openalex:W4296050611](https://www.wikidata.org/wiki/openalex:W4296050611)  
**Source**: https://4ort.xyz/entity/a-hybrid-modelling-framework-of-machine-learning-and-extreme-value-theory-for-crash-risk-estimation-using-traffic-confli