Non-asymptotic Optimal Prediction Error for Growing-dimensional Partially Functional Linear Models

Huiming Zhang, Xiaoyu Lei

Under the reproducing kernel Hilbert spaces (RKHS), we consider the penalized least-squares of the partially functional linear models (PFLM), whose predictor contains both function…