Open-Source Web-Based Software for Performing Permutation Tests

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dc.authorscopusid57211715860
dc.authorscopusid57195636045
dc.authorscopusid11738942300
dc.contributor.authorTunc Z.
dc.contributor.authorYasar S.
dc.contributor.authorColak C.
dc.date.accessioned2024-08-04T20:04:00Z
dc.date.available2024-08-04T20:04:00Z
dc.date.issued2019
dc.departmentİnönü Üniversitesien_US
dc.description3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019 -- 11 October 2019 through 13 October 2019 -- 156063en_US
dc.description.abstractIn this study, it is aimed to develop a new user-friendly web-based software which can overcome the difficulties of use due to the limitations in the use stages of parametric and non-parametric tests and can easily use the permutation tests which can be used as an alternative to these tests.Shiny, an open-source R package, is used to develop the recommended web software. In the developed software, by selecting the Specify Sample Number tab, the number of samples presented as Single, Two and More than two options is selected and analyzes are made by selecting the appropriate data set from the file upload menu.In this study, in order to show the way the software works and to evaluate its outputs, a data set containing 1000 observations with the standard normal distribution of variables consisting of two variables was used. Two Dependent Sample Permutation Tests were selected to analyze whether there was any difference between the variables. According to the results, no statistically significant difference was found between the variables.The developed software is a new user-friendly web-based software that can be used to perform the permutation tests in an easy way as an alternative to parametric and non-parametric tests. © 2019 IEEE.en_US
dc.identifier.doi10.1109/ISMSIT.2019.8932946
dc.identifier.isbn9781728137896
dc.identifier.scopus2-s2.0-85078059300en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/ISMSIT.2019.8932946
dc.identifier.urihttps://hdl.handle.net/11616/92257
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019 - Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectnonparametric testsen_US
dc.subjectparametric testsen_US
dc.subjectpermutation testsen_US
dc.subjectweb-based softwareen_US
dc.titleOpen-Source Web-Based Software for Performing Permutation Testsen_US
dc.title.alternativePermütasyon Testleri Icin Acik Kaynakli Web Tabanli Yazilimen_US
dc.typeConference Objecten_US

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