scholarly journals Calibration of the empirical likelihood for semiparametric varying-coefficient partially linear models with diverging number of parameters

2018 ◽  
Vol 48 (1) ◽  
Author(s):  
Junwei He ◽  
Xia Chen
Keyword(s):  
Empirical Likelihood ◽  
Linear Models ◽  
Partially Linear Models ◽  
Varying Coefficient ◽  
Partially Linear ◽  
Diverging Number Of Parameters

scholarly journals Adjusted Empirical Likelihood for Varying Coefficient Partially Linear Models with Censored Data

2013 ◽  
Vol 2013 ◽  
pp. 1-7
Author(s):  
Peixin Zhao
Keyword(s):  
Censored Data ◽  
Empirical Likelihood ◽  
Linear Models ◽  
Real Data ◽  
Partially Linear Models ◽  
Finite Sample ◽  
Varying Coefficient ◽  
Partially Linear ◽  
Adjusted Empirical Likelihood ◽  
Chi Squared

By constructing an adjusted auxiliary vector ingeniously, we propose an adjusted empirical likelihood ratio function for the parametric components of varying coefficient partially linear models with censored data. It is shown that its limiting distribution is standard central chi-squared. Then the confidence intervals for the parametric components are constructed. A simulation study and a real data analysis are undertaken to assess the finite sample performance of the proposed method.

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