Structured penalties for functional linear models---partially empirical eigenvectors for regression

Timothy W. Randolph, Jaroslaw Harezlak, Ziding Feng

One of the challenges with functional data is incorporating spatial structure, or local correlation, into the analysis. This structure is inherent in the output from an increasing…