Fast Algorithm for Impact Point Selection in Semiparametric Functional Models

Fast Algorithm for Impact Point Selection in Semiparametric Functional Models

A new sparse semiparametric functional model is proposed, which tries to incorporate the influence of two functional variables in a scalar response in a quite simple and interpretable way. One of the functional variables is included trough a single-index structure and the other one linearly, but tro...

Full description

Bibliographic Details
Main Authors: Silvia Novo, Germán Aneiros, Philippe Vieu
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Proceedings
Subjects:
functional data analysis
multi-functional covariates
dimension reduction
variable selection
functional single-index model
semiparametric model
Online Access:https://www.mdpi.com/2504-3900/21/1/14

Internet

https://www.mdpi.com/2504-3900/21/1/14

Similar Items