A note on the \(k\)-nearest neighbors rule for spatial functional data in regression model with surrogate scalar response

DOI10.17654/0972086324008MaRDI QIDQ6634301

Kowir Pambo Bello, Stéphane Bouka

Publication date: 7 November 2024

Published in: Far East Journal of Theoretical Statistics (Search for Journal in Brave)

zbMATH Keywords

nonparametric estimationsupervised classificationsurrogate responsespatial functional process

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Nonparametric regression and quantile regression (62G08) Missing data (62D10)

Cites Work

• PLS classification on functional data
• Statistical modeling of spatial big data: an approach from a functional data analysis perspective
• Consistency of the \(k\)-nearest neighbors rule for functional data
• On estimation and prediction in spatial functional linear regression model
• Supervised classification of curves via a combined use of functional data analysis and tree-based methods

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