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Communications in Statistics - Simulation and Computation Volume 46, 2017 - Issue 5
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Original Articles

More on the restricted Liu estimator in the logistic regression model

Jibo WuKey Laboratory of Group & Graph Theories and Applications, Chongqing University of Arts and Sciences, Chongqing, ChinaCorrespondence[email protected]
&
Yasin AsarDepartment of Statistics, Necmettin Erbakan University, Konya, TurkeyORCID Iconhttp://orcid.org/0000-0003-1109-8456
ORCID Icon
Pages 3680-3689 | Received 27 May 2015, Accepted 23 Sep 2015, Published online: 10 Jan 2017

References

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  • Sarkar, N. (1992). A new estimator combining the ridge regression and the restricted least squares methods of estimation. Communication in Statistics: Theory and Methods 21:1987–2000.
  • Shi, J. H. (2001). The conditional ridge-type estimation of regression coefficient in restricted linear regression model. Journal of the Shanxi Teachers University (Natural Science Edition) 15:10–16.
  • Urgan, N. N., Tez, M. (2008). Liu estimator in logistic regression when the data are collinear. In: 20th EURO Mini Conference Continuous Optimization and Knowledge Based Technologies Lithuania, Selected papers, Vilnius: 323–327.
  • Xu, J. W., Yang, H. (2011a). More on the bias and variance comparisons of the restricted almost unbiased estimators. Communications in Statistics: Theory and Methods 40:4053–4064.
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