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Where p-value inflation is a concern, factor smooths for trials provide the necessary fix in GAMs. Learn why these terms are critical for population-level inference and how to implement them professionally. This technical guide ensures your generalized additive models are robust, accurate, and aligned with contemporary research standards.

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