The effect of Hybrid Principal Components Analysis on the Signal Compression Functional Regression: With EEG-fMRI Application

Mohammad Fayaz, Alireza Abadi, Soheila Khodakarim

Objective: In some situations that exist both scalar and functional data, called mixed and hybrid data, the hybrid PCA (HPCA) was introduced. Among the regression models for the hy…