Structured penalties for functional linear models-partially empirical eigenvectors for regression
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One of the challenges with functional data is incorporating geometric structure, or local correlation, into the analysis. This structure is inherent in the output from an increasing number of biomedical technologies, and a functional linear model is often used... ...