Statistical inference for geometric process with the Two-Parameter Lindley Distribution

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dc.contributor.authorDemirci Bicer, Hayrinisa
dc.date.accessioned2021-01-14T18:10:21Z
dc.date.available2021-01-14T18:10:21Z
dc.date.issued2020
dc.departmentKKÜ
dc.description.abstractThe geometric process is a popular method for the modeling of arrival times with trend. In this study, the statistical inference problem for geometric process is considered when the distribution of first arrival time is two-parameter Lindley. The parameters a, lambda and beta are estimated using the maximum likelihood, modified least-squares, modified moments and modified L-moments methods. The estimation performances of the obtained estimators are compared by comprehensive simulations. The simulation results show that maximum likelihood estimators outperform the other estimators. Finally, on three real-life datasets, we present data analyses showing the modeling performance of geometric process against renewal process.en_US
dc.identifier.citationclosedAccessen_US
dc.identifier.doi10.1080/03610918.2018.1532000
dc.identifier.endpage3000en_US
dc.identifier.issn0361-0918
dc.identifier.issn1532-4141
dc.identifier.issue11en_US
dc.identifier.scopus2-s2.0-85060620721
dc.identifier.scopusqualityQ2
dc.identifier.startpage2979en_US
dc.identifier.urihttps://doi.org/10.1080/03610918.2018.1532000
dc.identifier.urihttps://hdl.handle.net/20.500.12587/12531
dc.identifier.volume49en_US
dc.identifier.wosWOS:000594464800010
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherTAYLOR & FRANCIS INCen_US
dc.relation.ispartofCOMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectGeometric processen_US
dc.subjectMaximum likelihood estimateen_US
dc.subjectModified moment estimateen_US
dc.subjectModified L-moment estimateen_US
dc.subjectModified least-square estimateen_US
dc.titleStatistical inference for geometric process with the Two-Parameter Lindley Distributionen_US
dc.typeArticle

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