SimBetaReg Web-Tool: The Easiest Way to Implement the Beta and Simplex Regression Models

dc.contributor.authorAltun, Emrah
dc.contributor.authorEl-Morshedy, Mahmoud
dc.date.accessioned2025-10-18T10:00:24Z
dc.date.created2021
dc.date.issued2021
dc.departmentFakülteler, Fen Fakültesi, Matematik Bölümü
dc.description.abstractWhen the response variable is defined on the (0,1) interval, the beta and simplex regression models are commonly used by researchers. However, there is no software support for these models to make their implementation easy for researchers. In this study, we developed a web-tool, named SimBetaReg, to help researchers who are not familiar with programming to implement the beta and simplex regression models. The developed application is free and works independently from the operating systems. Additionally, we model the incidence ratios of COVID-19 with educational and civic engagement indicators of the OECD countries using the SimBetaReg web-tool. Empirical findings show that when the educational attainment, years in education, and voter turnout increase, the incidence ratios of the countries decrease.
dc.identifier.doi10.3390/sym13122437
dc.identifier.issn2073-8994
dc.identifier.issue12
dc.identifier.orcidEl-Morshedy, Mahmoud/0000-0002-7585-5519
dc.identifier.orcidAltun, Emrah/0000-0001-5065-2523
dc.identifier.scopus2-s2.0-85121525837
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.3390/sym13122437
dc.identifier.urihttps://hdl.handle.net/11772/20224
dc.identifier.volume13
dc.identifier.wosWOS:000742103200001
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherMdpi
dc.relation.ispartofSymmetry-Basel
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.relation.sdgGoal-16: Peace, Justice and Strong Institutions
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzWoS_20251016
dc.subjectCovid-19 Incidence Ratio
dc.subjectBeta Regression
dc.subjectSimplex Regression
dc.subjectR Shiny
dc.subjectWeb-Tool
dc.titleSimBetaReg Web-Tool: The Easiest Way to Implement the Beta and Simplex Regression Models
dc.typeArticle
dspace.entity.typePublication

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