# Penalization and shrinkage methods produced unreliable clinical prediction models especially when sample size was small

> Research article (Journal of Clinical Epidemiology, 2020) · cited 135× · AI/ML

**Wikidata**: [openalex:W3113318772](https://www.wikidata.org/wiki/openalex:W3113318772)  
**Source**: https://4ort.xyz/entity/penalization-and-shrinkage-methods-produced-unreliable-clinical-prediction-models-especially-when-sample-size-was-small
