A two-parameter estimator in linear measurement error model

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dc.contributor.authorWu, Jibo
dc.contributor.authorAsar, Yasin
dc.date.accessioned2024-02-23T14:17:16Z
dc.date.available2024-02-23T14:17:16Z
dc.date.issued2022
dc.departmentNEÜen_US
dc.description.abstractThis article is concerned with the parameter estimation in linear measurement error model when there is ill-conditioned data. To deal with the multicollinearity problem, a new two-parameter estimator is proposed. The asymptotic properties of the new estimator are considered using the mean squared error matrix. Finally, a Monte Carlo simulation is presented to show the performances of the estimators in terms of simulated mean squared error criteria. According to the results, the new estimator can be suggested as an alternative to the other existing estimators in the presence of ill-conditioned data.en_US
dc.description.sponsorshipNatural Science Foundation of Chongqing [cstc2020jcyj-msxmX0028]; ScientificTechnological Research Program of Chongqing Municipal Education Commission [KJQN202001321]en_US
dc.description.sponsorshipThis work was sponsored by the Natural Science Foundation of Chongqing [grant number cstc2020jcyj-msxmX0028] and the ScientificTechnological Research ProgramofChongqingMunicipal Education Commission [grant number KJQN202001321].en_US
dc.identifier.doi10.1080/02331888.2022.2098959
dc.identifier.endpage754en_US
dc.identifier.issn0233-1888
dc.identifier.issn1029-4910
dc.identifier.issue4en_US
dc.identifier.scopus2-s2.0-85134255294en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage739en_US
dc.identifier.urihttps://doi.org/10.1080/02331888.2022.2098959
dc.identifier.urihttps://hdl.handle.net/20.500.12452/13029
dc.identifier.volume56en_US
dc.identifier.wosWOS:000827024500001en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherTaylor & Francis Ltden_US
dc.relation.ispartofStatisticsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectRidge Regression Estimatoren_US
dc.subjectLiu Estimatoren_US
dc.subjectTwo-Parameter Estimatoren_US
dc.subjectMean Squared Error Matrixen_US
dc.titleA two-parameter estimator in linear measurement error modelen_US
dc.typeArticleen_US

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