# Perils and pitfalls of mixed-effects regression models in biology

> Research article (PeerJ, 2020) · cited 93× · AI/ML

**Wikidata**: [openalex:W3048859890](https://www.wikidata.org/wiki/openalex:W3048859890)  
**Source**: https://4ort.xyz/entity/perils-and-pitfalls-of-mixed-effects-regression-models-in-biology