# Understanding the effects of underreporting on injury severity estimation of single-vehicle motorcycle crashes: A hybrid approach incorporating majority class oversampling and random parameters with heterogeneity-in-means

> Research article (Analytic Methods in Accident Research, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4406714573](https://www.wikidata.org/wiki/openalex:W4406714573)  
**Source**: https://4ort.xyz/entity/understanding-the-effects-of-underreporting-on-injury-severity-estimation-of-single-vehicle-motorcycle-crashes-a-hybrid-