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Communications in Statistics - Simulation and Computation Volume 52, 2023 - Issue 7
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Article

Generalized two-parameter estimators in the multinomial logit regression model: methods, simulation and application

Rasha A. Farghalia Department of Mathematics, Insurance and Applied Statistics, Faculty of Commerce and Business Administration, Helwan University, Cairo, Egypt
,
Muhammad Qasimb Department of Economics, Finance and Statistics, Jönköping International Business School, Jönköping University, Jonkoping, SwedenCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-6471-8500
ORCID Icon,
B. M. Golam Kibriac Department of Mathematics and Statistics, Florida International University, Miami, Florida, USAORCID Iconhttps://orcid.org/0000-0002-6073-1978
ORCID Icon &
Mohamed R. Abonazeld Department of Applied Statistics and Econometrics, Faculty of Graduate Studies for Statistical Research, Cairo University, Giza, EgyptORCID Iconhttps://orcid.org/0000-0001-6010-001X
ORCID Icon
Pages 3327-3342 | Received 16 Nov 2020, Accepted 19 May 2021, Published online: 08 Jun 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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Mohamed R. Abonazel. (2023) New modified two-parameter Liu estimator for the Conway–Maxwell Poisson regression model. Journal of Statistical Computation and Simulation 93:12, pages 1976-1996.
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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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Mohamed R. Abonazel, Ali Rashash R. Alzahrani, Ashrakat Adel Saber, Issam Dawoud, Elsayed Tageldin & Abeer R. Azazy. (2024) Developing ridge estimators for the extended Poisson-Tweedie regression model: Method, simulation, and application. Scientific African 23, pages e02006.
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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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Jixing Zheng, Yu Yuan, Yan Wei, Xingbin Tu, Xuesong Lu, Shaojian Yang & Fengzhong Qu. (2023) Adaptive Modulation and Coding for Underwater Acoustic Communication Based on Neural Networks. Adaptive Modulation and Coding for Underwater Acoustic Communication Based on Neural Networks.
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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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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Mohamed R. Abonazel, Fuad A. Awwad, Elsayed Tag Eldin, B. M. Golam Kibria & Ibrahim G. Khattab. (2023) Developing a two-parameter Liu estimator for the COM–Poisson regression model: Application and simulation. Frontiers in Applied Mathematics and Statistics 9.
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Natasha Sakala & Tsirizani M. Kaombe. (2022) Analysing outlier communities to child birth weight outcomes in Malawi: application of multinomial logistic regression model diagnostics. BMC Pediatrics 22:1.
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Zakariya Yahya Algamal, Adewale F. Lukman, Mohamed R. Abonazel & Fuad A. Awwad. (2022) Performance of the Ridge and Liu Estimators in the zero-inflated Bell Regression Model. Journal of Mathematics 2022, pages 1-15.
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Issam Dawoud, Mohamed R. Abonazel & Fuad A. Awwad. (2022) Modified Liu estimator to address the multicollinearity problem in regression models: A new biased estimation class. Scientific African 17, pages e01372.
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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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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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Issam Dawoud, Mohamed R. Abonazel & Fuad A. Awwad. (2022) Generalized Kibria-Lukman Estimator: Method, Simulation, and Application. Frontiers in Applied Mathematics and Statistics 8.
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Fuad A. Awwad, Issam Dawoud & Mohamed R. Abonazel. (2021) Development of robust Özkale–Kaçiranlar and Yang–Chang estimators for regression models in the presence of multicollinearity and outliers . 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.
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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.
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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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