A New Skew-Symmetric Gudermannian-Laplace Distribution with Properties and Application to Wind Speed Data

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dc.contributor.authorYılmaz, Abdullah
dc.date.accessioned2025-01-21T16:14:03Z
dc.date.available2025-01-21T16:14:03Z
dc.date.issued2023
dc.departmentKırıkkale Üniversitesi
dc.description.abstractWe introduce a novel probability distribution that may be used to model both skewed and symmetric data. This new distribution, called the skew-symmetric Gudermanian-Laplace (SSGL) distribution, includes a shape parameter that allows it to change the asymmetry. Some fundamental statistical properties of the new distribution have been given explicit analytical expressions. The study also includes parameter estimations and simulation sections. We considered two datasets in the real-world data application. The first dataset is the \"heights of 100 Australian athletes\" data, which is discussed in many studies examining alternative skewed models. The second dataset contains the average wind speeds recorded by the İstanbul Çatalca meteorological observatory in January 2020. We showed that the SSGL distribution outperforms its well-known alternative, the Skew-Normal distribution, in both datasets. As a result of the study, it was concluded that the SSGL distribution is a suitable alternative for modeling skewed data.
dc.identifier.doi10.47495/okufbed.1231260
dc.identifier.endpage853
dc.identifier.issn2687-3729
dc.identifier.issue1
dc.identifier.startpage842
dc.identifier.trdizinid1205209
dc.identifier.urihttps://doi.org/10.47495/okufbed.1231260
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/1205209
dc.identifier.urihttps://hdl.handle.net/20.500.12587/22054
dc.identifier.volume6
dc.indekslendigikaynakTR-Dizin
dc.language.isoen
dc.relation.ispartofOsmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi (Online)
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_20241229
dc.subjectFizik
dc.subjectUygulamalı
dc.subjectMatematik
dc.subjectİstatistik ve Olasılık
dc.titleA New Skew-Symmetric Gudermannian-Laplace Distribution with Properties and Application to Wind Speed Data
dc.typeArticle

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