Gelişmiş Arama

Basit öğe kaydını göster

dc.contributor.authorMert Kantar, Yeliz
dc.contributor.authorYıldırım, Vural
dc.date.accessioned2019-10-20T09:31:19Z
dc.date.available2019-10-20T09:31:19Z
dc.date.issued2015
dc.identifier.issn0361-0918
dc.identifier.issn1532-4141
dc.identifier.urihttps://dx.doi.org/10.1080/03610918.2013.839032
dc.identifier.urihttps://hdl.handle.net/11421/17663
dc.descriptionWOS: 000352721400017en_US
dc.description.abstractWe consider various robust estimators for the extended Burr Type III (EBIII) distribution for complete data with outliers. The considered robust estimators are M-estimators, least absolute deviations, Theil, Siegel's repeated median, least trimmed squares, and least median of squares. Before we perform the aforementioned estimators for the EBIII, we adapt the quantiles method to the estimation of the shape parameter k of the EBIII. The simulation results show that the considered robust estimators generally outperform the existing estimation approaches for data with upper outliers, with certain of them retaining a relatively high degree of efficiency for small sample sizes.en_US
dc.language.isoengen_US
dc.publisherTaylor & Francis Incen_US
dc.relation.isversionof10.1080/03610918.2013.839032en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectOutliersen_US
dc.subjectQuantile Estimatoren_US
dc.subjectRobust Regression Estimatoren_US
dc.subjectThe Extended Burr Type Iii Distributionen_US
dc.titleRobust Estimation for Parameters of the Extended Burr Type III Distributionen_US
dc.typearticleen_US
dc.relation.journalCommunications in Statistics-Simulation and Computationen_US
dc.contributor.departmentAnadolu Üniversitesi, Fen Fakültesi, İstatistik Bölümüen_US
dc.identifier.volume44en_US
dc.identifier.issue7en_US
dc.identifier.startpage1901en_US
dc.identifier.endpage1930en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.contributor.institutionauthorMert Kantar, Yeliz


Bu öğenin dosyaları:

Thumbnail

Bu öğe aşağıdaki koleksiyon(lar)da görünmektedir.

Basit öğe kaydını göster