A $k$NN procedure in semiparametric functional data analysis
Methodology
2024-01-29 v1
Abstract
A fast and flexible NN procedure is developed for dealing with a semiparametric functional regression model involving both partial-linear and single-index components. Rates of uniform consistency are presented. Simulated experiments highlight the advantages of the NN procedure. A real data analysis is also shown.
Cite
@article{arxiv.2401.14848,
title = {A $k$NN procedure in semiparametric functional data analysis},
author = {Silvia Novo and Germán Aneiros and Philippe Vieu},
journal= {arXiv preprint arXiv:2401.14848},
year = {2024}
}
Comments
14 pages, 1 figure, 6 tables