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Journal of Applied Statistics Volume 49, 2022 - Issue 8
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Articles

Modified ridge-type for the Poisson regression model: simulation and application

Adewale F. Lukmana Department of Physical Sciences, Landmark University, Omu-Aran, NigeriaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-2881-1297
ORCID Icon,
Benedicta Aladeitana Department of Physical Sciences, Landmark University, Omu-Aran, Nigeria
,
Kayode Ayindeb Department of Statistics, Federal University of Technology, Akure, Nigeria
&
Mohamed R. Abonazelc Department of Applied Statistics and Econometrics, Cairo University, Giza, EgyptORCID Iconhttps://orcid.org/0000-0001-6010-001X
ORCID Icon
Pages 2124-2136 | Received 06 Jul 2020, Accepted 08 Feb 2021, Published online: 22 Feb 2021

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Mohamed R. Abonazel & Ibrahim M. Taha. (2023) Beta ridge regression estimators: simulation and application. Communications in Statistics - Simulation and Computation 52:9, pages 4280-4292.
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Rasha A. Farghali, Muhammad Qasim, B. M. Golam Kibria & Mohamed R. Abonazel. (2023) Generalized two-parameter estimators in the multinomial logit regression model: methods, simulation and application. Communications in Statistics - Simulation and Computation 52:7, pages 3327-3342.
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Muhammad Nauman Akram, Muhammad Amin, Muhammad Aman Ullah & Saima Afzal. (2023) Modified ridge-type estimator for the inverse Gaussian regression model. Communications in Statistics - Theory and Methods 52:10, pages 3314-3332.
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Issam Dawoud & Mohamed R. Abonazel. (2021) Robust Dawoud–Kibria estimator for handling multicollinearity and outliers in the linear regression model. Journal of Statistical Computation and Simulation 91:17, pages 3678-3692.
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Tuba Koç & Emre Dünder. Jackknife Kibria-Lukman estimator for the beta regression model. Communications in Statistics - Theory and Methods 0:0, pages 1-17.
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Articles from other publishers (19)

Sheng Li, Wei Wang, Menghan Yao, Junyu Wang, Qianqian Du, Xuelin Li, Xinyue Tian, Jing Zeng, Ying Deng, Tao Zhang, Fei Yin & Yue Ma. (2023) Poisson average maximum likelihood‐centered penalized estimator: A new estimator to better address multicollinearity in Poisson regression. Statistica Neerlandica 78:1, pages 208-227.
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Mahmoud M. Abdelwahab, Mohamed R. Abonazel, Ali T. Hammad & Amera M. El-Masry. (2024) Modified Two-Parameter Liu Estimator for Addressing Multicollinearity in the Poisson Regression Model. Axioms 13:1, pages 46.
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Benedicta B. Aladeitan, Olukayode Adebimpe, Kayode Ayinde & Adewale F. Lukman. (2023) Improved Kibria-Lukman Type Estimator:Application and Simulation. Improved Kibria-Lukman Type Estimator:Application and Simulation.
Esra Ertan & Kadri Ulaş Akay. (2023) A new class of Poisson Ridge-type estimator. Scientific Reports 13:1.
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Adewale F. Lukman, Mohammad Arashi & Vilmos Prokaj. (2023) Robust biased estimators for Poisson regression model: Simulation and applications. Concurrency and Computation: Practice and Experience 35:7.
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K.C. Arum, F.I. Ugwuowo, H.E. Oranye, T.O. Alakija, T.E. Ugah & O.C. Asogwa. (2023) Combating outliers and multicollinearity in linear regression model using robust Kibria-Lukman mixed with principal component estimator, simulation and computation. Scientific African 19, pages e01566.
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Mohamed R. Abonazel, Ashrakat Adel Saber & Fuad A. Awwad. (2023) Kibria–Lukman estimator for the Conway–Maxwell Poisson regression model: Simulation and applications. Scientific African 19, pages e01553.
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Zakariya Yahya Algamal, Mohamed R. Abonazel, Fuad A. Awwad & Elsayed Tag Eldin. (2023) Modified jackknife ridge estimator for the Conway-Maxwell-Poisson model. Scientific African 19, pages e01543.
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Adejumoke A. Inyinbor, Deborah T. Bankole, Folahan A. Adekola, Olugbenga S. Bello, Toyin Oreofe, Kelvin Amone & Adewale F. Lukman. (2023) Chemometrics validation of adsorption process economy: Case study of acetaminophen removal onto quail eggshell adsorbents. Scientific African 19, pages e01471.
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Adewale F. Lukman, B. M. Golam Kibria, Cosmas K. Nziku, Muhammad Amin, Emmanuel T. Adewuyi & Rasha Farghali. (2023) K-L Estimator: Dealing with Multicollinearity in the Logistic Regression Model. Mathematics 11:2, pages 340.
Crossref
Kadri Ulaş AKAY & Esra ERTAN. (2022) A new improved Liu-type estimator for Poisson regression models. Hacettepe Journal of Mathematics and Statistics 51:5, pages 1484-1503.
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G. A. Shewa & F. I. Ugwuowo. (2022) Combating the Multicollinearity in Bell Regression Model: Simulation and Application. Journal of the Nigerian Society of Physical Sciences, pages 713.
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Mohamed R. Abonazel & Issam Dawoud. (2022) Developing robust ridge estimators for Poisson regression model . Concurrency and Computation: Practice and Experience 34:15.
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Iman M. Attia. (2022) Log-Linear Model and Multistate Model to Assess the Rate of Fibrosis in Patients With NAFLD. Frontiers in Applied Mathematics and Statistics 8.
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Kingsley Chinedu Arum & Fidelis Ifeanyi Ugwuowo. (2022) Combining principal component and robust ridge estimators in linear regression model with multicollinearity and outlier. Concurrency and Computation: Practice and Experience 34:10.
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Adewale F. Lukman, Muhammad Amin & B. M. Golam Kibria. (2021) K‐L estimator for the linear mixed models: Computation and simulation. Concurrency and Computation: Practice and Experience 34:6.
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Zakariya Yahya Algamal & Mohamed R. Abonazel. (2021) Developing a Liu‐type estimator in beta regression model . Concurrency and Computation: Practice and Experience 34:5.
Crossref
Mohamed R. Abonazel, Issam Dawoud, Fuad A. Awwad & Adewale F. Lukman. (2022) Dawoud–Kibria Estimator for Beta Regression Model: Simulation and Application. Frontiers in Applied Mathematics and Statistics 8.
Crossref
Mohamed R. Abonazel, Zakariya Yahya Algamal, Fuad A. Awwad & Ibrahim M. Taha. (2022) A New Two-Parameter Estimator for Beta Regression Model: Method, Simulation, and Application. Frontiers in Applied Mathematics and Statistics 7.
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