Local linear estimate of the point at high risk: Spatial functional data case

DOI10.1080/03610926.2019.1580735OpenAlexW2921993597WikidataQ128230482 ScholiaQ128230482MaRDI QIDQ5077204

Boubaker Mechab, Torkia Merouan, M. Abeidallah

Publication date: 18 May 2022

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2019.1580735

zbMATH Keywords

local linear estimationstrongly mixing processconditional hazard functionspatial functional datapoint at high risk

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Statistics (62-XX)

Related Items (2)

Unnamed Item ⋮ Covariance estimation error of incomplete functional data under RKHS framework

Uses Software

• fda (R)

Cites Work

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• Local linear spatial quantile regression
• Nonparametric estimation of conditional quantiles for functional and spatial dependent variables
• Kernel density estimation on random fields
• Kernel regression estimation for continuous spatial processes
• Local linear regression for functional predictor and scalar response
• Local linear estimation of the conditional density for functional data.
• Hazard rate estimation on random fields
• Hazard rate estimation under dependence conditions
• Mixing: Properties and examples
• Kernel density estimation for random fields. (Density estimation for random fields)
• Kernel density estimation for spatial processes: The \(L_{1}\) theory
• Convergence rate for cross-validatory bandwidth in kernel hazard estimation from dependent samples
• Applied functional data analysis. Methods and case studies
• Nonparametric spatial prediction
• Conditional hazard estimate for functional random fields
• Local linear spatial regression
• Nonparametric estimation of the maximum hazard under dependence conditions
• Nonparametric functional data analysis. Theory and practice.
• On the functional local linear estimate for spatial regression
• Hazard function given a functional variable: Non-parametric estimation under strong mixing conditions
• Locally modelled regression and functional data
• Hazard analysis. I

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