On almost unbiased ridge logistic estimator for the logistic regression model

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Hacettepe Journal of Mathematics and Statistics
Volume:45 Issue:3
On almost unbiased ridge logistic estimator for the logistic regression model

On almost unbiased ridge logistic estimator for the logistic regression model

Authors : Jibo WU, Yasin ASAR

Pages : 989-998

View : 24 | Download : 9

Publication Date : 2016-06-01

Article Type : Research Paper

Abstract :Schaefer et al. [15] proposed a ridge logistic estimator in logistic regres- sion model. In this paper a new estimator based on the ridge logistic estimator is introduced in logistic regression model and we call it as almost unbiased ridge logistic estimator. The performance of the new estimator over the ridge logistic estimator and the maximum likelihood estimator in scalar mean squared error criterion is investigated. We also present a numerical example and a simulation study to illustrate the theoretical results.
Keywords : Almost unbiased ridge logistic estimator, Ridge logistic estimator, Logistic regression model, Scalar mean squared error

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