Local linear estimation of the regression function for twice censored data

2021 ◽  
Author(s):  
Ouafae Benrabah ◽  
Feriel Bouhadjera ◽  
Elias Ould Saïd
Keyword(s):  
Censored Data ◽  
Regression Function ◽  
Linear Estimation ◽  
Local Linear ◽  
Local Linear Estimation

A nonparametric estimation of the conditional ageing intensity function in censored data: A local linear approach

2021 ◽  
Vol 71 (2) ◽  
pp. 429-438
Author(s):  
Salah Khardani ◽  
Abdelkader Benkhaled
Keyword(s):  
Asymptotic Normality ◽  
Censored Data ◽  
Nonparametric Estimation ◽  
Intensity Function ◽  
Linear Estimation ◽  
Linear Approach ◽  
Local Linear ◽  
Local Linear Estimation

Abstract In this paper, we investigate the problem of the local linear estimation of the conditional ageing intensity function, when the variable of interest is subject to random right-censored. We establish under appropriate conditions the asymptotic normality of this estimator.

A local linear estimation of conditional hazard function in censored data

2010 ◽  
Vol 39 (3) ◽  
pp. 347-355 ◽  
Author(s):  
Choongrak Kim ◽  
Minkyung Oh ◽  
Seong J. Yang ◽  
Hyemi Choi
Keyword(s):  
Censored Data ◽  
Hazard Function ◽  
Linear Estimation ◽  
Local Linear ◽  
Local Linear Estimation

Functional data: local linear estimation of the conditional density and its application

Statistics ◽  
2013 ◽  
Vol 47 (1) ◽  
pp. 26-44 ◽  
Author(s):  
Jacques Demongeot ◽  
Ali Laksaci ◽  
Fethi Madani ◽  
Mustapha Rachdi
Keyword(s):  
Functional Data ◽  
Conditional Density ◽  
Linear Estimation ◽  
Local Linear ◽  
Local Linear Estimation

Functional data analysis: local linear estimation of the $$L_1$$ L 1 -conditional quantiles

2018 ◽  
Vol 28 (2) ◽  
pp. 217-240 ◽  
Author(s):  
Fahimah A. Al-Awadhi ◽  
Zoulikha Kaid ◽  
Ali Laksaci ◽  
Idir Ouassou ◽  
Mustapha Rachdi
Keyword(s):  
Data Analysis ◽  
Functional Data Analysis ◽  
Functional Data ◽  
Linear Estimation ◽  
Conditional Quantiles ◽  
Local Linear ◽  
Local Linear Estimation
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