Nonparametric estimation of conditional quantiles for functional and spatial dependent variables

DOI10.1016/J.CRMA.2009.06.012zbMath1169.62082OpenAlexW2040023531MaRDI QIDQ841298

Fouzia Maref, Ali Laksaci

Publication date: 15 September 2009

Published in: Comptes Rendus. Mathématique. Académie des Sciences, Paris (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.crma.2009.06.012

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05)

Related Items (7)

Asymptotic properties of the kernel estimate of spatial conditional mode when the regressor is functional ⋮ On the functional local linear estimate for spatial regression ⋮ Local linear estimate of the point at high risk: Spatial functional data case ⋮ On the local linear estimation of a generalized regression function with spatial functional data ⋮ On spatial conditional mode estimation for a functional regressor ⋮ On the quantile regression when the regressor is functional: spatial data case ⋮ Robust quantile estimation and prediction for spatial processes

Uses Software

• spatial

Cites Work

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• A generalized \(L^1\)-approach for a kernel estimator of conditional quantile with functional regressors: consistency and asymptotic normality
• Conditional empirical processes
• Non-parametric estimation of conditional quantiles
• Consistent nonparametric regression. Discussion
• New directions in spatial econometrics
• Nonparametric functional data analysis. Theory and practice.
• Asymptotic Results of a Nonparametric Conditional Quantile Estimator for Functional Time Series

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