On the functional local linear estimate for spatial regression

2012 ◽  
Vol 29 (3) ◽  
pp. 189-214 ◽  
Author(s):  
Abdelhak Chouaf ◽  
Ali Laksaci
Keyword(s):  
Spatial Regression ◽  
Linear Estimate ◽  
Local Linear ◽  
Local Linear Estimate

Functional local linear estimate for functional relative-error regression

2017 ◽  
Vol 11 (4) ◽  
pp. 771-789 ◽  
Author(s):  
Abdelkader Chahad ◽  
Larbi Ait-Hennani ◽  
Ali Laksaci
Keyword(s):  
Relative Error ◽  
Linear Estimate ◽  
Local Linear ◽  
Local Linear Estimate

scholarly journals Limit Law of the Local Linear Estimate of the Conditional Hazard Function for Functional Data

2020 ◽  
Author(s):  
Oussama Bouanani ◽  
Abdelhak Guendouzi ◽  
Souheyla Chemikh
Keyword(s):  
Functional Data ◽  
Hazard Function ◽  
Kernel Method ◽  
Random Variable ◽  
Nonparametric Estimator ◽  
Finite Sample ◽  
Linear Estimate ◽  
Local Linear ◽  
Local Linear Estimate ◽  
Linear Technique

In this work, we treat a prediction problem via the conditional hazard function of a scalar response variable Y given a functional random variable X by using the local linear technique. The main purpose of this paper is to investigate the asymptotic normality of the nonparametric estimator of the conditional hazard function, under some general conditions. A simulation study, conducted to assess finite sample behavior, demonstrates the superiority of our method than the standard kernel method

scholarly journals Local linear spatial regression

2004 ◽  
Vol 32 (6) ◽  
pp. 2469-2500 ◽  
Author(s):  
Marc Hallin ◽  
Zudi Lu ◽  
Lanh T. Tran
Keyword(s):  
Spatial Regression ◽  
Local Linear

Local Linear M-estimation in non-parametric spatial regression

2009 ◽  
Vol 30 (3) ◽  
pp. 286-314 ◽  
Author(s):  
Zhengyan Lin ◽  
Degui Li ◽  
Jiti Gao
Keyword(s):  
Spatial Regression ◽  
Local Linear ◽  
M Estimation ◽  
Non Parametric

A Local Linear Wavelet Neural Network Based on a Bayesian Design Method

2009 ◽  
Vol 129 (7) ◽  
pp. 1356-1362
Author(s):  
Kunikazu Kobayashi ◽  
Masanao Obayashi ◽  
Takashi Kuremoto
Keyword(s):  
Neural Network ◽  
Design Method ◽  
Wavelet Neural Network ◽  
Bayesian Design ◽  
Local Linear
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