Variable Selection and Minimax Prediction in High-dimensional Functional Linear Model

Xingche Guo, Yehua Li, Tailen Hsing

High-dimensional functional data have become increasingly prevalent in modern applications such as high-frequency financial data and neuroimaging data analysis. We investigate a cl…