Local linear regression for functional predictor and scalar response☆
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AMS 2000 subject classifications
62G08
62G30
Keywords
Functional data
Nonparametric smoothing
Local linear regression
Kernel regression
Fourier expansion
Cross-validation
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Research partially supported by the IV PRICIT program titled Modelización Matemática y Simulación Numérica en Ciencia y Tecnología (SIMUMAT) and by Spanish grants MTM2004-00098, SEJ2007-64500 and MTM2006-09920 (Ministry of Education and Science-FEDER).
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