Asymptotic Normality for the Partially Linear EV Models with Longitudinal Data

2011 ◽  
Vol 40 (7) ◽  
pp. 1149-1158 ◽  
Author(s):  
Qiang Liu
Keyword(s):  
Longitudinal Data ◽  
Asymptotic Normality ◽  
Partially Linear

scholarly journals New Restricted Liu Estimator in a Partially Linear Model

2020 ◽  
Vol 2020 ◽  
pp. 1-6
Author(s):  
Jibo Wu ◽  
Yong Li
Keyword(s):  
Asymptotic Normality ◽  
Linear Model ◽  
Simulation Study ◽  
Linear Constraints ◽  
Partially Linear Model ◽  
Liu Estimator ◽  
Numerical Example ◽  
Partially Linear

In this paper, we introduce a new restricted Liu estimator in a partially linear model when addition linear constraints are assumed to hold. We also consider the asymptotic normality of the new estimator. Finally, a numerical example and a simulation study are listed to illustrate the performance of the new estimator.

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