du Plessis, S., Arashi, M. , Millard, S. and Maribe, G. 2026. Navigating Multicollinearity in Linear Regression Models: Implications for Big Data Analysis. Contemporary Mathematics . 7, 3 (May 2026), 3055–3065. DOI:https://doi.org/10.37256/cm.7320268305.