Function-on-Partially Linear Functional Additive Models
Open Access
- 1 January 2020
- journal article
- Published by Scientific Research Publishing, Inc. in Journal of Applied Mathematics and Physics
- Vol. 08 (01), 1-9
- https://doi.org/10.4236/jamp.2020.81001
Abstract
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.Keywords
This publication has 1 reference indexed in Scilit:
- Semiparametric regression during 2003–2007Electronic Journal of Statistics, 2009