Modified restricted Liu estimator in logistic regression model |
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Authors: | Jibo Wu |
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Affiliation: | 1.School of Mathematics and Finances,Chongqing University of Arts and Sciences,Chongqing,China;2.Key Laboratory of Group & Graph Theories and Applications,Chongqing University of Arts and Sciences,Chongqing,China |
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Abstract: | ?iray et al. (Commun Stat Simul Comput, 2014) proposed a restricted Liu estimator in logistic regression model with linear restrictions. However, this estimator did not satisfy the linear restrictions. In this paper, we introduce a modified restricted Liu estimator in logistic regression model with linear restrictions. Our results show that the new estimator satisfies the linear restrictions. We also discuss the properties of the new estimator under the matrix mean squared error criterion. Finally, a Monte Carlo study and a numerical example are given to show the performances of the new estimator. |
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