On estimation in spatial functional linear regression model - Archive ouverte HAL Accéder directement au contenu
Pré-Publication, Document De Travail Année : 2016

On estimation in spatial functional linear regression model

Résumé

In this paper, we consider a spatial functional linear regression, where a scalar response is related to a square integrable spatial functional process. We use a smoothing spline estimator for the functional slope parameter. We establish a finite sample bound for variance of this estimator under mixing spatial dependence. Then, we give a bound of the prediction error. Finally, we illustrate our results by simulations.
Fichier non déposé

Dates et versions

hal-01516615 , version 1 (02-05-2017)

Identifiants

  • HAL Id : hal-01516615 , version 1

Citer

Stephane Bouka, Sophie Dabo-Niang, Guy Martial Nkiet. On estimation in spatial functional linear regression model. 2016. ⟨hal-01516615⟩
81 Consultations
0 Téléchargements

Partager

Gmail Mastodon Facebook X LinkedIn More