On spatial conditional mode estimation for a functional regressor

DOI10.1016/j.spl.2012.03.029zbMath1246.62193OpenAlexW4300115273MaRDI QIDQ449417

Zoulikha Kaid, Ali Laksaci, Sophie Dabo-Niang

Publication date: 30 August 2012

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2012.03.029

zbMATH Keywords

spatial processesnonparametricfunctional dataconditional mode estimation

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05)

Related Items

Asymptotic properties of the kernel estimate of spatial conditional mode when the regressor is functional, Statistical modeling of spatial big data: an approach from a functional data analysis perspective, Local linear conditional cumulative distribution function with mixing data, Asymptotic results of semi-functional partial linear regression estimate under functional spatial dependency, Non parametric estimations of the conditional density and mode when the regressor and the response are curves, Asymptotic normality of conditional mode estimation for functional dependent data, Adaptive and minimax estimation of the cumulative distribution function given a functional covariate, Conditional hazard estimate for functional random fields, A recursive kernel estimate of the functional modal regression under ergodic dependence condition

Uses Software

• fda (R)

Cites Work

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• Kernel density estimation for random fields: TheL₁Theory
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• Asymptotic normality of a nonparametric estimator of the conditional mode function for functional data
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