Maximum Lq-Likelihood Estimation for the parameters of Marshall-Olkin Extended Burr XII Distribution

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dc.contributor.authorÖzdemir, Şenay
dc.contributor.authorGüney, Yeşim
dc.contributor.authorTuaç, Yetkin
dc.contributor.authorArslan, Olcay
dc.contributor.departmentİstatistiktr_TR
dc.contributor.facultyFen Fakültesitr_TR
dc.date.accessioned2021-10-25T11:04:41Z
dc.date.available2021-10-25T11:04:41Z
dc.date.issued2019-02-01
dc.description.abstractMarshall--Olkin extended Burr XII (MOEBXII) distribution is proposed by Al-Saiari et al. (2014) to obtain a more flexible family of distributions. Some estimation methods like maximum likelihood, Bayes and M estimations are used to estimate the parameters of the MOEBXII distribution in literature. In this paper, we propose to use Maximum Lq (MLq) estimation method to find alternative estimators for the parameters of the MOEBXII distribution. We give some simulation studies and a real data example to compare the performance of the MLq estimators with the maximum likelihood and M estimators. According to our results MLq estimation method is a good alternative to the maximum likelihood and M estimation methods in the presence of outliers.tr_TR
dc.description.indexTrdizintr_TR
dc.identifier.endpage34tr_TR
dc.identifier.issn/e-issn2618-6470
dc.identifier.issue1tr_TR
dc.identifier.startpage17tr_TR
dc.identifier.urihttps://doi.org/10.31801/cfsuasmas.443579tr_TR
dc.identifier.urihttp://hdl.handle.net/20.500.12575/75724
dc.identifier.volume68tr_TR
dc.language.isoentr_TR
dc.publisherAnkara Üniversitesitr_TR
dc.relation.isversionof10.31801/cfsuasmas.443579tr_TR
dc.relation.journalCommunications Faculty of Sciences University of Ankara Series A1 Mathematics and Statisticstr_TR
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıtr_TR
dc.subjectMarshall-Olkin extended Burr XII (MOEBXII) distributiontr_TR
dc.subjectMaximum Lq estimationtr_TR
dc.subjectmaximum likelihood estimatortr_TR
dc.titleMaximum Lq-Likelihood Estimation for the parameters of Marshall-Olkin Extended Burr XII Distributiontr_TR
dc.typeArticletr_TR

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Cilt:68 Sayı:01 (2019)