A Functional Varying-Coefficient Single-Index Model for Functional Response Data
A Functional Varying-Coefficient Single-Index Model for Functional Response Data
Motivated by the analysis of imaging data, we propose a novel functional varying-coefficient single-index model (FVCSIM) to carry out the regression analysis of functional response data on a set of covariates of interest. FVCSIM represents a new extension of varying-coefficient single-index models for scalar responses collected from cross-sectional and longitudinal …