Nonparametic estimation of the conditional mode in the spatial case

DOI10.1016/j.crma.2010.06.017zbMath1201.62103OpenAlexW2033737862WikidataQ59245376 ScholiaQ59245376MaRDI QIDQ990215

Aliou Diop, Sophie Dabo-Niang, Sidi Ali Ould-Abdi, Ahmedoune Ould-Abdi

Publication date: 6 September 2010

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.2010.06.017

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Density estimation (62G07) Estimation in multivariate analysis (62H12)

Related Items (2)

Asymptotic properties of the kernel estimate of spatial conditional mode when the regressor is functional ⋮ Consistency of a nonparametric conditional mode estimator for random fields

Cites Work

• Resampling methods for spatial regression models under a class of stochastic designs
• Kernel regression estimation for random fields
• Kernel density estimation on random fields
• Kernel regression estimation for continuous spatial processes
• On the almost everywhere convergence of nonparametric regression function estimates
• Kernel density estimation for random fields. (Density estimation for random fields)
• Kernel density estimation for spatial processes: The \(L_{1}\) theory
• Spatial nonparametric regression estimation: Non-isotropic case
• Spatial kernel regression estimation: weak consistency
• Nonparametric spatial prediction
• A note on prediction via estimation of the conditional mode function
• Local linear spatial regression
• Consistency of a nonparametric conditional quantile estimator for random fields
• Moment inequalities for spatial processes
• Kernel density estimation for random fields: TheL₁Theory

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