Mathematics· 2022Q2· Review

Mitigating the Multicollinearity Problem and Its Machine Learning Approach: A Review

Jireh Yi-Le Chan, Steven Mun Hong Leow, Khean Thye Bea, Wai Khuen Cheng et al.

589citations
Q2SCImago
2022year

Short summary

Machine learning optimization approaches handle multicollinearity better than statistical estimators, offering an updated strategy for big data analysis.

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Field: Analytical Chemistry

Analytical ChemistryChemistry