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- W2736988892 abstract "In this paper we propose a principal component Liu-type logistic estimator by combining the principal component logistic regression estimator and Liu-type logistic estimator to overcome the multicollinearity problem. The superiority of the new estimator over some related estimators are studied under the asymptotic mean squared error matrix. A Monte Carlo simulation experiment is designed to compare the performances of the estimators using mean squared error criterion. Finally, a conclusion section is presented." @default.
- W2736988892 created "2017-07-31" @default.
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- W2736988892 date "2017-07-24" @default.
- W2736988892 modified "2023-09-24" @default.
- W2736988892 title "Efficiency of the principal component Liu-type estimator in logistic regression model" @default.
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