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Penalized Spline Semiparametric Logistic Regression for Modelling Coronary Heart Disease Risk Based on Demographic and Lifestyle Factors. Stat., optim. inf. comput. Published online March 7, 2026. doi:10.19139/soic-2310-5070-3334