<i>k</i>-Nearest Neighbour Estimation of the Conditional Set-Indexed Empirical Process for Functional Data: Asymptotic Properties

The main aim of this paper is to improve the existing limit theorems for set-indexed conditional empirical processes involving functional strong mixing random variables. To achieve this, we propose using the <i>k</i>-nearest neighbor approach to estimate the regression function, as oppos...

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Bibliographic Details
Main Authors: Youssouf Souddi, Salim Bouzebda
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Axioms
Subjects:
Online Access:https://www.mdpi.com/2075-1680/14/2/76
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