TY - GEN AU - Gorriz Sáez, Juan Manuel AU - Ramírez, J. AU - Segovia Román, Fermín AU - Jiménez Mesa, Carmen AU - Martínez Murcia, Francisco Jesús AU - Suckling, John PY - 2024 SN - 2090-1232 SN - 2090-1224 UR - https://hdl.handle.net/10481/108560 AB - Introduction: Regression analysis is a central topic in statistical modeling, aimed at estimating the relationships between a dependent variable, commonly referred to as the response variable, and one or more independent variables, i.e., explanatory... LA - eng PB - Elsevier KW - Ordinary least squares KW - K-fold cross-validation KW - Linear support vector machines TI - Statistical agnostic regression: A machine learning method to validate regression models DO - 10.1016/j.jare.2025.04.026 ER -