Spatial kernel regression estimation: weak consistency

From MaRDI portal
Publication:1770071

DOI10.1016/j.spl.2003.08.014zbMath1058.62079OpenAlexW1969144940MaRDI QIDQ1770071

Xing Chen, Zu-di Lu

Publication date: 7 April 2005

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

Full work available at URL: https://doi.org/10.1016/j.spl.2003.08.014




Related Items

Asymptotic properties of the kernel estimate of spatial conditional mode when the regressor is functionalPrediction for spatio-temporal models with autoregression in errorsB-spline estimation for semiparametric varying-coefficient partially linear regression with spatial dataOn the functional local linear estimate for spatial regressionLocal linear spatial regressionEstimation of the trend function for spatio-temporal modelsOn local linear regression for strongly mixing random fieldsLocal linear spatial quantile regressionNonparametric regression estimation for random fields in a fixed-designNonparametric relative error regression for spatial random variablesRobust estimation for spatial semiparametric varying coefficient partially linear regressionAsymptotic distribution of local mediansKernel spatial density estimation in infinite dimension spaceConsistency of a nonparametric conditional quantile estimator for random fieldsL1-estimation for spatial nonparametric regressionAsymptotic normality of the Parzen-Rosenblatt density estimator for strongly mixing random fieldsEstimating spatial quantile regression with functional coefficients: a robust semiparametric frameworkKernel regression estimation for continuous spatial processesBahadur representation of nonparametric \(M\)-estimators for spatial processesRobust nonparametric estimation for spatial regressionRobust estimation for functional coefficient regression models with spatial dataLocal linear M-estimation for spatial processes in fixed-design modelsEstimation in semiparametric spatial regressionNonparametic estimation of the conditional mode in the spatial caseDimension reduction in spatial regression with kernel SAVE methodNonparametric spatial regression under near-epoch dependenceLocal Linear M-estimation in non-parametric spatial regressionSpatial local M-estimation under associationOn the Nadaraya-Watson kernel regression estimator for irregularly spaced spatial dataAsymptotic normality of a nonparametric conditional quantile estimator for random fieldsConditional hazard estimate for functional random fieldsAsymptotic properties of nonparametric regression for long memory random fieldsSpatially smoothed kernel densities with application to crop yield distributionsB-spline estimation for varying coefficient regression with spatial dataLocal Linear Regression for Non Grid Spatiotemporal Models with Autoregressive ErrorsConsistency of a nonparametric conditional mode estimator for random fields


Uses Software


Cites Work