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Journal Articles Comptes Rendus. Mathématique Year : 2018

On estimation in a spatial functional linear regression model with derivatives

Abstract

This paper deals with functional linear regression for spatial data. We study the asymptotic properties of an estimator of a linear model where a spatial scalar response variable is related to a spatial functional explanatory variable and to its derivative. Convergence results with rate of this estimator are derived.

Dates and versions

hal-01824283 , version 1 (27-06-2018)

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Stéphane Bouka, Sophie Dabo-Niang, Guy Martial Nkiet. On estimation in a spatial functional linear regression model with derivatives. Comptes Rendus. Mathématique, 2018, 356 (5), pp.558 - 562. ⟨10.1016/j.crma.2018.02.013⟩. ⟨hal-01824283⟩
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