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Introduction", "2. Methods", "The GAMLASSO algorithm", "Background on fitting a generalized additive model (gam)", "3. Examples", "Simulated dataset", "Gaussian GAMLASSO model with plsmselect", "Poisson GAMLASSO regression with plsmselect", "Binary logistic GAMLASSO regression with plsmselect", "Binomial counts GAMLASSO model with plsmselect", "Cox GAMLASSO with plsmselect", "A. 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