Robust nonparametric estimation for spatial regression

DOI10.1016/j.jspi.2010.01.042zbMath1184.62064OpenAlexW1997823285MaRDI QIDQ963853

Ali Laksaci, Abdelkader Gheriballah, Rachida Rouane

Publication date: 14 April 2010

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2010.01.042

zbMATH Keywords

asymptotic distributionbandwidthrandom fieldnonparametric regressionrobust estimationkernel estimatealmost complete convergence

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Random fields; image analysis (62M40) Nonparametric regression and quantile regression (62G08) Nonparametric robustness (62G35)

Related Items (4)

On the functional local linear estimate for spatial regression ⋮ Nonparametric relative error regression for spatial random variables ⋮ On the local linear estimation of a generalized regression function with spatial functional data ⋮ The nonparametric estimation of long memory spatio-temporal random field models

Uses Software

• spatial

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Kernel regression estimation for random fields
• Asymptotic distribution of robust estimators for nonparametric models from mixing processes
• Kernel density estimation on random fields
• Nonparametric estimation of conditional expectation
• Robust nonparametric estimation with missing data
• Strong uniform convergence rates in robust nonparametric time series analysis and prediction: Kernel regression estimation from dependent observations
• Robust nonparametric regression estimation
• Robust plug-in bandwidth estimators in nonparametric regression
• Kernel density estimation for random fields. (Density estimation for random fields)
• Spatial kernel regression estimation: weak consistency
• Nonparametric spatial prediction
• New directions in spatial econometrics
• Cross-validation in nonparametric regression with outliers
• A robust nonparametric estimation of the autoregression function under an ergodic hypothesis
• L₁-estimation for spatial nonparametric regression
• An Approach to Proving Limit Theorems for Dependent Random Variables
• KERNEL REGRESSION SMOOTHING OF TIME SERIES
• The L 1 Method for Robust Nonparametric Regression
• Kernel density estimation for random fields: TheL₁Theory
• Robust Estimation of a Location Parameter

This page was built for publication: Robust nonparametric estimation for spatial regression