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Chapitre D'ouvrage Année : 2021

Non-parametric statistical analysis of spatially distributed functional data

Résumé

A nonparametric estimator of the regression function of a scalar spatial variable, given a functional spatial variable is proposed. Mean square and almost complete consistencies of the estimator are obtained when the sample considered is an a-mixing sequence and composed of non-i.i.d observations. Lastly, an application to spatial prediction and numerical results is provided to illustrate the behavior of our estimator.
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Dates et versions

hal-01812238 , version 1 (11-06-2018)

Identifiants

Citer

Sophie Dabo-Niang, Camille Ternynck, Baba Thiam, Anne-Françoise Yao. Non-parametric statistical analysis of spatially distributed functional data. Ramon Giraldo; Jorge Mateu. Geostatistical Functional Data Analysis, Wiley, 2021, 978-1-119-38784-8. ⟨10.1002/9781119387916.ch8⟩. ⟨hal-01812238⟩
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