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Optimizing dynamic predictions from joint models using super learning

Optimizing dynamic predictions from joint models using super learning

Joint models for longitudinal and timeā€toā€event data are often employed to calculate dynamic individualized predictions used in numerous applications of precision medicine. Two components of joint models that influence the accuracy of these predictions are the shape of the longitudinal trajectories and the functional form linking the longitudinal outcome history ā€¦