Generalized Linear Models for European Union Countries Energy Data

Basit Öğe Kaydı
dc.contributor.authorIyit, N.
dc.contributor.authorYonar, H.
dc.contributor.authorGenc, A.
dc.date.accessioned2020-03-26T19:24:22Z
dc.date.available2020-03-26T19:24:22Z
dc.date.issued2016
dc.departmentSelçuk Üniversitesien_US
dc.description2nd International Conference on Computational and Experimental Science and Engineering (ICCESEN) -- OCT 14-19, 2015 -- Kemer, TURKEYen_US
dc.description.abstractThe class of generalized linear models is an extension of traditional linear models that allows the mean of the response variable to be linearly dependent on the explanatory variables through a link function. Generalized linear models allow the probability distribution of the response variable to be a member of an exponential family of distributions. The exponential family of distributions include many common discrete and continuous distributions such as normal, binomial, multinomial, negative binomial, Poisson, gamma, inverse Gaussian, etc. Also link functions can be built as identity, logit, probit, power, log, and complementary log-log link functions. In this study, supply, transformation and consumption, imports and exports of solid fuels, oil, gas, electricity, and renewable energy annual data of European Union countries between 2005 and 2013 years are investigated by using generalized linear models. In this case, the response variable is taken as annual complete energy balances of European Union countries as a continuous variable having positive values, and the distribution of the response variable comes from the gamma distribution with log-link function.en_US
dc.identifier.doi10.12693/APhysPolA.130.397en_US
dc.identifier.endpage400en_US
dc.identifier.issn0587-4246en_US
dc.identifier.issn1898-794Xen_US
dc.identifier.issue1en_US
dc.identifier.scopusqualityQ4en_US
dc.identifier.startpage397en_US
dc.identifier.urihttps://dx.doi.org/10.12693/APhysPolA.130.397
dc.identifier.urihttps://hdl.handle.net/20.500.12395/33638
dc.identifier.volume130en_US
dc.identifier.wosWOS:000384810700107en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPOLISH ACAD SCIENCES INST PHYSICSen_US
dc.relation.ispartofACTA PHYSICA POLONICA Aen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.titleGeneralized Linear Models for European Union Countries Energy Dataen_US
dc.typeArticleen_US

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu