Share This Article:

Function-on-Partially Linear Functional Additive Models

Full-Text HTML XML Download Download as PDF (Size:416KB) PP. 1-9
DOI: 10.4236/jamp.2020.81001    95 Downloads   204 Views


We consider a functional partially linear additive model that predicts a functional response by a scalar predictor and functional predictors. The B-spline and eigenbasis least squares estimator for both the parametric and the nonparametric components proposed. In the final of this paper, as a result, we got the variance decomposition of the model and establish the asymptotic convergence rate for estimator.

Cite this paper

Huang, J. and Chen, S. (2020) Function-on-Partially Linear Functional Additive Models. Journal of Applied Mathematics and Physics, 8, 1-9. doi: 10.4236/jamp.2020.81001.

Copyright © 2020 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.