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《Journal of Natural Science of Hunan Normal University》 2017-04
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Empirical Likelihood Statistical Inference for Partially Linear Model with Restricted Condition

LIU Chang-sheng;LI Yong-xian;Department of Mathematics and Physics,Henan University of Urban Construction;  
In this paper,we apply the empirical likelihood method to partially linear model with parameter linear restricted hypothesis.For the sake of testing hypothesis,an empirical log-likelihood ratio test statistic based on the difference of the null and alternative hypotheses is constructed.Furthermore,the limiting distribution of the test statistics is proved to be a standard Chi-squared distribution.Numerical simulation confirms the advantage of the proposed method.
【Fund】: 河南省科技计划项目资助(112300410191)
【CateGory Index】: O212.1
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