A unified view on skewed distributions arising from selections

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dc.contributor.authorArellano Valle, Reinaldo B.
dc.contributor.authorBranco, Marcia D.
dc.contributor.authorGenton, Marc G.
dc.date.accessioned2024-01-10T12:04:24Z
dc.date.available2024-01-10T12:04:24Z
dc.date.issued2006
dc.description.abstractParametric families of multivariate nonnormal distributions have received considerable attention in the past few decades. The authors propose a new definition of a selection distribution that encompasses many existing families of multivariate skewed distributions. Their work is motivated by examples that involve various forms of selection mechanisms and lead to skewed distributions. They give the main properties of selection distributions and show how various families of multivariate skewed distributions, such as the skew-normal and skew-elliptical distributions, arise as special cases. The authors further introduce several methods of constructing selection distributions based on linear and nonlinear selection mechanisms.
dc.fechaingreso.objetodigital04-04-2024
dc.format.extent21 páginas
dc.fuente.origenWOS
dc.identifier.doi10.1002/cjs.5550340403
dc.identifier.eissn1708-945X
dc.identifier.issn0319-5724
dc.identifier.urihttps://doi.org/10.1002/cjs.5550340403
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/75788
dc.identifier.wosidWOS:000244140800003
dc.information.autorucMatemática;Arellano-Valle R;S/I;58107
dc.issue.numero4
dc.language.isoen
dc.nota.accesoContenido parcial
dc.pagina.final601
dc.pagina.inicio581
dc.publisherWILEY
dc.revistaCANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE
dc.rightsacceso restringido
dc.subjectkurtosis
dc.subjectmultimodal distribution
dc.subjectmultivariate distribution
dc.subjectnonnormal distribution
dc.subjectselection mechanism
dc.subjectskew-symmetric distribution
dc.subjectskewness
dc.subjecttransformation
dc.subjectGENERAL-CLASS
dc.subjectINFERENCE
dc.subjectMODELS
dc.subjectBIAS
dc.subject.ods03 Good Health and Well-being
dc.subject.odspa03 Salud y bienestar
dc.titleA unified view on skewed distributions arising from selections
dc.typeartículo
dc.volumen34
sipa.codpersvinculados58107
sipa.indexWOS
sipa.trazabilidadCarga SIPA;09-01-2024
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