Do some relative entropy measures coincide in determining correlations or associations for metric data?

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dc.authorid0000-0003-4094-7664en_US
dc.authorid0000-0001-6863-5254en_US
dc.contributor.authorEvren, Atif Ahmet
dc.contributor.authorDincer, Gokhan
dc.date.accessioned2021-01-28T09:55:33Z
dc.date.available2021-01-28T09:55:33Z
dc.date.issued2015en_US
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractEntropy is a measure of uncertainty of a statistical experiment or the measure of information provided by experimentation. Several measures of entropy are used in uncertainty considerations for nominal, ordinal (as well as metric) data and specifically in qualitative variation calculations. Besides, relative entropy concepts (e.g. mutual information, etc.) are used in goodness of fit tests or in checking the adequacy of any statistical model in general. In particular, relative entropy measures are used in correlation or association estimations. In this study, based on a specific definition of mutual information, we use some different relative entropy measures. Then we compare these measures under three different situations by some applications.en_US
dc.identifier.citationEvren, A. A., Dincer, G. (2015). Do some relative entropy measures coincide in determining correlations or associations for metric data. Journal of Selcuk University Natural and Applied Science, 4, (1), 97-108.en_US
dc.identifier.endpage108en_US
dc.identifier.issn2147-3781en_US
dc.identifier.issue1en_US
dc.identifier.startpage97en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/41194
dc.identifier.volume4en_US
dc.language.isotren_US
dc.publisherSelçuk Üniversitesien_US
dc.relation.ispartofJournal of Selcuk University Natural and Applied Scienceen_US
dc.relation.publicationcategoryMakale - Ulusal - Editör Denetimli Dergien_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectAssociation measures based on entropyen_US
dc.subjectmutual informationen_US
dc.subjectrelative entropyen_US
dc.titleDo some relative entropy measures coincide in determining correlations or associations for metric data?en_US
dc.typeArticleen_US

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