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Who seeks rigorous population-level inference must include factor smooths for subjects in their GAMs. Discover why these terms are essential for controlling p-value inflation and ensuring model accuracy. This expert guide provides professional insights into the necessity of random effect smooths for high-level statistical data analysis.