# Regularized regression can improve estimates of multivariate selection in the face of multicollinearity and limited data

> Research article (Evolution Letters, 2024) · cited 16× · AI/ML

**Wikidata**: [openalex:W4391151648](https://www.wikidata.org/wiki/openalex:W4391151648)  
**Source**: https://4ort.xyz/entity/regularized-regression-can-improve-estimates-of-multivariate-selection-in-the-face-of-multicollinearity-and-limited-data