scholarly journals Asymptotic properties of a nonparametric conditional density estimator in the local linear estimation for functional data via a functional single-index model

2021 ◽  
pp. 1-12
Author(s):  
Fadila Benaissa ◽  
Abdelmalek Gagui ◽  
Abdelhak Chouaf
Keyword(s):  
Functional Data ◽  
Asymptotic Properties ◽  
Conditional Density ◽  
Density Estimator ◽  
Linear Estimation ◽  
Single Index ◽  
Index Model ◽  
Single Index Model ◽  
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

Dynamic single-index model for functional data

2016 ◽  
Vol 59 (12) ◽  
pp. 2561-2584 ◽  
Author(s):  
HaiQiang Ma ◽  
Yang Bai ◽  
ZhongYi Zhu
Keyword(s):  
Functional Data ◽  
Single Index ◽  
Index Model ◽  
Single Index Model
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