# Oil price volatility prediction using out-of-sample analysis – Prediction efficiency of individual models, combination methods, and machine learning based shrinkage methods

> Research article (Energy, 2024) · cited 11× · AI/ML

**Wikidata**: [openalex:W4396658127](https://www.wikidata.org/wiki/openalex:W4396658127)  
**Source**: https://4ort.xyz/entity/oil-price-volatility-prediction-using-out-of-sample-analysis-prediction-efficiency-of-individual-models-combination-meth