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Stabilizing heteroscedasticity for butterfly-distributed residuals by the weighting absolute centered external variable

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dc.contributor.authorCelik, Resit
dc.date.accessioned2026-06-27T13:37:04Z
dc.date.issued2015
dc.description.abstractIn the current study, a new method by the weighting absolute centered external variable (WCEV) was proposed to stabilize heteroscedasticity for butterfly-distributed residuals (BDRs). After giving brief information about heteroscedasticity and BDRs, WCEV was introduced. The WCEV and commonly used variance stabilizing methods are compared on a simple and a multiple regression model. The WCEV was also tested for other type of heteroscedasticity patterns. In addition to heteroscedasticity, other regression assumptions were checked for the WCEV.en
dc.description.urihttps://doi.org/10.1080/02664763.2014.980791
dc.identifier.doi10.1080/02664763.2014.980791
dc.identifier.eissn1360-0532
dc.identifier.endpage721
dc.identifier.issn0266-4763
dc.identifier.issue4
dc.identifier.startpage705
dc.identifier.urihttps://hdl.handle.net/20.500.14981/53779
dc.identifier.volume42
dc.identifier.wos000348771700002
dc.language.isoeng
dc.publisherTAYLOR & FRANCIS LTD
dc.relation.ispartofJOURNAL OF APPLIED STATISTICS
dc.subject62J05
dc.subject62J20
dc.subjectcentered external variable
dc.subjectcommon heteroscedasticity stabilizing methods
dc.subjectheteroscedasticity
dc.subjectweighting by external variable
dc.subjectbutterfly-distributed residuals
dc.subjectROBUST REGRESSION
dc.subjectMathematics
dc.titleStabilizing heteroscedasticity for butterfly-distributed residuals by the weighting absolute centered external variable
dc.typeArticle
dspace.entity.typePublication
local.import.sourceWOS

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