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Communications in Statistics - Simulation and Computation Volume 46, 2017 - Issue 8
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Original Articles

Restricted ridge estimator in the logistic regression model

Yasin AsarDepartment of Mathematics-Computer Sciences, Necmettin Erbakan University, Konya, TurkeyCorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0003-1109-8456
ORCID Icon,
Mohammad ArashiDepartment of Statistics, School of Mathematical Sciences, Shahrood University of Technology, Shahrood, Iran
&
Jibo WuKey Laboratory of Group & Graph Theories and Applications, Chongqing University of Arts and Sciences, Chongqing, China
Pages 6538-6544 | Received 16 Mar 2016, Accepted 23 Jun 2016, Published online: 13 Apr 2017

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Mehmoona Hadia, Muhammad Amin & Muhammad Nauman Akram. (2022) Comparison of link functions for the estimation of logistic ridge regression: an application to urine data. Communications in Statistics - Simulation and Computation 0:0, pages 1-17.
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Muhammad Qasim, Muhammad Nauman Akram, Muhammad Amin & Kristofer Månsson. (2022) A restricted gamma ridge regression estimator combining the gamma ridge regression and the restricted maximum likelihood methods of estimation. Journal of Statistical Computation and Simulation 92:8, pages 1696-1713.
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Nagarajah Varathan & Pushpakanthie Wijekoon. (2021) Modified almost unbiased Liu estimator in logistic regression. Communications in Statistics - Simulation and Computation 50:11, pages 3530-3546.
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M. I. Alheety, Kristofer Månsson & B. M. Golam Kibria. (2021) A new kind of stochastic restricted biased estimator for logistic regression model. Journal of Applied Statistics 48:9, pages 1559-1578.
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Fikriye Kurtoğlu & M. Revan Özkale. (2019) Restricted ridge estimator in generalized linear models: Monte Carlo simulation studies on Poisson and binomial distributed responses. Communications in Statistics - Simulation and Computation 48:4, pages 1191-1218.
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Muhammad Qasim, Muhammad Amin & Muhammad Amanullah. (2018) On the performance of some new Liu parameters for the gamma regression model. Journal of Statistical Computation and Simulation 88:16, pages 3065-3080.
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Articles from other publishers (11)

Mohamed R. Abonazel, Issam Dawoud, Fuad A. Awwad & Elsayed Tag-Eldin. (2023) New estimators for the probit regression model with multicollinearity. Scientific African 19, pages e01565.
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M. Revan Özkale & Atif Abbasi. (2022) Iterative restricted OK estimator in generalized linear models and the selection of tuning parameters via MSE and genetic algorithm. Statistical Papers 63:6, pages 1979-2040.
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Nimet Özbay, Gülesen Üstündağ Şiray, Selma Toker & İsmail Yenilmez. (2022) Two‐parameter estimation for Tobit model: An application to national health and nutrition examination survey dataset . Concurrency and Computation: Practice and Experience 34:18.
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Fuad A. Awwad, Kehinde A. Odeniyi, Issam Dawoud, Zakariya Yahya Algamal, Mohamed R. Abonazel, B. M. Golam Kibria & Elsayed Tag Eldin. (2022) New Two-Parameter Estimators for the Logistic Regression Model with Multicollinearity. WSEAS TRANSACTIONS ON MATHEMATICS 21, pages 403-414.
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Gargi Tyagi & Shalini Chandra. (2022) A general restricted estimator in binary logistic regression in the presence of multicollinearity. Brazilian Journal of Probability and Statistics 36:2.
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M. Revan Özkale & Hans Nyquist. (2019) The stochastic restricted ridge estimator in generalized linear models. Statistical Papers 62:3, pages 1421-1460.
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Nagarajah Varathan & Pushpakanthie Wijekoon. (2019) Optimal stochastic restricted logistic estimator. Statistical Papers 62:2, pages 985-1002.
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Liqiong Gu. 2021. Database Systems for Advanced Applications. DASFAA 2021 International Workshops. Database Systems for Advanced Applications. DASFAA 2021 International Workshops 140 153 .
Adewale F. Lukman, Adewuyi Emmanuel, Onate A. Clement & Kayode Ayinde. (2020) A Modified Ridge-Type Logistic Estimator. Iranian Journal of Science and Technology, Transactions A: Science 44:2, pages 437-443.
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. 2019. Theory of Ridge Regression Estimation with Applications. Theory of Ridge Regression Estimation with Applications 325 332 .
Nagarajah Varathan & Pushpakanthie Wijekoon. (2016) On the Restricted Almost Unbiased Ridge Estimator in Logistic Regression. Open Journal of Statistics 06:06, pages 1076-1084.
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