scholarly journals Longitudinal data analysis using the conditional empirical likelihood method

2014 ◽  
Vol 42 (3) ◽  
pp. 404-422 ◽  
Author(s):  
Peisong Han ◽  
Peter X.-K. Song ◽  
Lu Wang
Keyword(s):  
Data Analysis ◽  
Longitudinal Data ◽  
Empirical Likelihood ◽  
Longitudinal Data Analysis ◽  
Likelihood Method ◽  
Empirical Likelihood Method

Empirical Likelihood Testing for Longitudinal Varying Coefficient Models

2014 ◽  
Vol 518 ◽  
pp. 356-360
Author(s):  
Chang Qing Liu
Keyword(s):  
Data Analysis ◽  
Empirical Likelihood ◽  
Real Data ◽  
Likelihood Method ◽  
Varying Coefficient Models ◽  
Empirical Likelihood Method ◽  
Real Data Analysis ◽  
Varying Coefficient ◽  
Testing Method

By using the empirical likelihood method, a testing method is proposed for longitudinal varying coefficient models. Some simulations and a real data analysis are undertaken to investigate the power of the empirical likelihood based testing method.

scholarly journals Empirical Likelihood Based Longitudinal Data Analysis

2020 ◽  
Vol 10 (04) ◽  
pp. 611-639
Author(s):  
Tharshanna Nadarajah ◽  
Asokan Mulayath Variyath ◽  
J Concepción Loredo-Osti
Keyword(s):  
Data Analysis ◽  
Longitudinal Data ◽  
Empirical Likelihood ◽  
Longitudinal Data Analysis

Empirical Likelihood Based Testing for Polynomial Regression Models

2014 ◽  
Vol 599-601 ◽  
pp. 927-930
Author(s):  
Pei Xin Zhao
Keyword(s):  
Data Analysis ◽  
Empirical Likelihood ◽  
Regression Models ◽  
Polynomial Regression ◽  
Real Data ◽  
Testing Procedure ◽  
Likelihood Method ◽  
Empirical Likelihood Method ◽  
Testing Method ◽  
Polynomial Regression Models

Based on the empirical likelihood method, a testing procedure is proposed for polynomial regression models. Some simulations and a real data analysis are undertaken to investigate the power of the empirical likelihood based testing method.

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