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February 2020 Nonparametric discrimination of areal functional data
Ahmad Younso
Braz. J. Probab. Stat. 34(1): 112-126 (February 2020). DOI: 10.1214/18-BJPS418

Abstract

We consider a new nonparametric rule of classification, inspired from the classical moving window rule, that allows for the classification of spatially dependent functional data containing some completely missing curves. We investigate the consistency of this classifier under mild conditions. The practical use of the classifier will be illustrated through simulation studies.

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Ahmad Younso. "Nonparametric discrimination of areal functional data." Braz. J. Probab. Stat. 34 (1) 112 - 126, February 2020. https://doi.org/10.1214/18-BJPS418

Information

Received: 1 June 2018; Accepted: 1 September 2018; Published: February 2020
First available in Project Euclid: 3 February 2020

zbMATH: 07200394
MathSciNet: MR4058973
Digital Object Identifier: 10.1214/18-BJPS418

Rights: Copyright © 2020 Brazilian Statistical Association

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Vol.34 • No. 1 • February 2020
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