On almost unbiased ridge logistic estimator for the logistic regression model

Jibo Wu; Yasin Asar

Research Article

On almost unbiased ridge logistic estimator for the logistic regression model

Year 2016, Volume: 45 Issue: 3 , 989 - 998 , 01.06.2016

Jibo Wu Yasin Asar

https://izlik.org/JA56HY46LF

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

References

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Year 2016, Volume: 45 Issue: 3 , 989 - 998 , 01.06.2016

Jibo Wu Yasin Asar

https://izlik.org/JA56HY46LF

Abstract

References

. .

There are 1 citations in total.

Details

Primary Language	English
Subjects	Statistics
Journal Section	Research Article
Authors	Jibo Wu This is me Yasin Asar This is me
Publication Date	June 1, 2016
IZ	https://izlik.org/JA56HY46LF
Published in Issue	Year 2016 Volume: 45 Issue: 3

Cite

APA	Wu, J., & Asar, Y. (2016). On almost unbiased ridge logistic estimator for the logistic regression model. Hacettepe Journal of Mathematics and Statistics, 45(3), 989-998. https://izlik.org/JA56HY46LF
AMA	1.Wu J, Asar Y. On almost unbiased ridge logistic estimator for the logistic regression model. Hacettepe Journal of Mathematics and Statistics. 2016;45(3):989-998. https://izlik.org/JA56HY46LF
Chicago	Wu, Jibo, and Yasin Asar. 2016. “On Almost Unbiased Ridge Logistic Estimator for the Logistic Regression Model”. Hacettepe Journal of Mathematics and Statistics 45 (3): 989-98. https://izlik.org/JA56HY46LF.
EndNote	Wu J, Asar Y (June 1, 2016) On almost unbiased ridge logistic estimator for the logistic regression model. Hacettepe Journal of Mathematics and Statistics 45 3 989–998.
IEEE	[1]J. Wu and Y. Asar, “On almost unbiased ridge logistic estimator for the logistic regression model”, Hacettepe Journal of Mathematics and Statistics, vol. 45, no. 3, pp. 989–998, June 2016, [Online]. Available: https://izlik.org/JA56HY46LF
ISNAD	Wu, Jibo - Asar, Yasin. “On Almost Unbiased Ridge Logistic Estimator for the Logistic Regression Model”. Hacettepe Journal of Mathematics and Statistics 45/3 (June 1, 2016): 989-998. https://izlik.org/JA56HY46LF.
JAMA	1.Wu J, Asar Y. On almost unbiased ridge logistic estimator for the logistic regression model. Hacettepe Journal of Mathematics and Statistics. 2016;45:989–998.
MLA	Wu, Jibo, and Yasin Asar. “On Almost Unbiased Ridge Logistic Estimator for the Logistic Regression Model”. Hacettepe Journal of Mathematics and Statistics, vol. 45, no. 3, June 2016, pp. 989-98, https://izlik.org/JA56HY46LF.
Vancouver	1.Jibo Wu, Yasin Asar. On almost unbiased ridge logistic estimator for the logistic regression model. Hacettepe Journal of Mathematics and Statistics [Internet]. 2016 Jun. 1;45(3):989-98. Available from: https://izlik.org/JA56HY46LF