# A study on the effects of unbalanced data when fitting logistic regression models in ecology

> Research article (Ecological Indicators, 2017) · cited 87× · AI/ML

**Wikidata**: [openalex:W2768008926](https://www.wikidata.org/wiki/openalex:W2768008926)  
**Source**: https://4ort.xyz/entity/a-study-on-the-effects-of-unbalanced-data-when-fitting-logistic-regression-models-in-ecology