ON THE STOCHASTIC RESTRICTED LIU-TYPE MAXIMUM LIKELIHOOD ESTIMATOR IN LOGISTIC REGRESSION MODEL

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dc.contributor.authorWu, Jibo
dc.contributor.authorAsar, Yasin
dc.date.accessioned2024-02-23T14:34:42Z
dc.date.available2024-02-23T14:34:42Z
dc.date.issued2019
dc.departmentNEÜen_US
dc.description.abstractIn order to overcome multicollinearity, we propose a stochastic restricted Liu-type maximum likelihood estimator by incorporating Liu-type maximum likelihood estimator to the logistic regression model when the linear restrictions are stochastic. We also discuss the properties of the new estimator. Moreover, we give a method to choose the biasing parameter in the new estimator. Finally, a simulation study is given to show the performance of the new estimator.en_US
dc.identifier.doi10.31801/cfsuasmas.456454
dc.identifier.endpage653en_US
dc.identifier.issn1303-5991
dc.identifier.issue1en_US
dc.identifier.startpage643en_US
dc.identifier.urihttps://doi.org/10.31801/cfsuasmas.456454
dc.identifier.urihttps://hdl.handle.net/20.500.12452/15715
dc.identifier.volume68en_US
dc.identifier.wosWOS:000463698900051en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherAnkara Univ, Fac Scien_US
dc.relation.ispartofCommunications Faculty Of Sciences University Of Ankara-Series A1 Mathematics And Statisticsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectLiu-Type Maximum Likelihood Estimatoren_US
dc.subjectStochastic Restricted Liu-Type Maximum Likelihood Estimatoren_US
dc.subjectMulticollinearityen_US
dc.titleON THE STOCHASTIC RESTRICTED LIU-TYPE MAXIMUM LIKELIHOOD ESTIMATOR IN LOGISTIC REGRESSION MODELen_US
dc.typeArticleen_US

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