Measuring Dependence Between Electricity Consumption and Economic Indicators Via Copulas: Turkish Case
dc.authorid | Selcuk-Kestel, Ayse Sevtap/0000-0001-5647-7973 | |
dc.authorid | Yozgatligil, Ceylan/0000-0003-3492-0510 | |
dc.authorscopusid | 57205057526 | |
dc.authorscopusid | 6507362092 | |
dc.authorscopusid | 56910262500 | |
dc.authorwosid | Yozgatligil, Ceylan/AAZ-6101-2020 | |
dc.authorwosid | Evkaya, Ozan/B-2183-2019 | |
dc.authorwosid | Selcuk-Kestel, Ayse Sevtap/K-1221-2017 | |
dc.contributor.author | Evkaya, O. Ozan | |
dc.contributor.author | Yozgatligil, Ceylan | |
dc.contributor.author | Selcuk-Kestel, A. Sevtap | |
dc.contributor.other | Mathematics | |
dc.date.accessioned | 2024-10-06T10:58:32Z | |
dc.date.available | 2024-10-06T10:58:32Z | |
dc.date.issued | 2018 | |
dc.department | Atılım University | en_US |
dc.department-temp | [Evkaya, O. Ozan] Atilim Univ, Dept Math, TR-06836 Ankara, Turkey; [Yozgatligil, Ceylan] Middle East Tech Univ, Dept Stat, TR-06800 Ankara, Turkey; [Selcuk-Kestel, A. Sevtap] Middle East Tech Univ, Inst Appl Math, TR-06800 Ankara, Turkey | en_US |
dc.description | Selcuk-Kestel, Ayse Sevtap/0000-0001-5647-7973; Yozgatligil, Ceylan/0000-0003-3492-0510 | en_US |
dc.description.abstract | This paper implements copulas to identify the dependence structure between electricity consumption and its cofounding indicators. To achieve this, Turkish electricity demand, its economic and sectoral indicators are taken into account. As a first step, bivariate copulas are used to identify the best fitting copula and the degree of the dependence. Thereafter, multivariate model is established using vine copulas using highly correlated variables. The empirical results confirm the added value of the proposed approach in determining numerous tail properties. We indicate that the copulas are useful to underline, especially, the tail properties of indicators in the market for decision makers. | en_US |
dc.description.sponsorship | Middle East Technical University; [BAP 07-05-2016-001] | en_US |
dc.description.sponsorship | This study is granted by Scientific Research Project (BAP 07-05-2016-001). Authors thank Middle East Technical University for the support given by BAP project during the research. | en_US |
dc.description.woscitationindex | Emerging Sources Citation Index | |
dc.identifier.citationcount | 0 | |
dc.identifier.endpage | 1296 | en_US |
dc.identifier.issn | 2147-1762 | |
dc.identifier.issue | 4 | en_US |
dc.identifier.scopus | 2-s2.0-85058405266 | |
dc.identifier.scopusquality | Q3 | |
dc.identifier.startpage | 1284 | en_US |
dc.identifier.trdizinid | 324205 | |
dc.identifier.uri | https://search.trdizin.gov.tr/en/yayin/detay/324205/measuring-dependence-between-electricity-consumption-and-economic-indicators-via-copulas-turkish-case | |
dc.identifier.uri | https://hdl.handle.net/20.500.14411/8916 | |
dc.identifier.volume | 31 | en_US |
dc.identifier.wos | WOS:000452028700022 | |
dc.institutionauthor | Evkaya, Ömer Ozan | |
dc.language.iso | en | en_US |
dc.publisher | Gazi Univ | en_US |
dc.relation.ispartof | Gazi University Journal of Science | en_US |
dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.scopus.citedbyCount | 0 | |
dc.subject | Electricity demand | en_US |
dc.subject | Economic indicators | en_US |
dc.subject | Sectorial indicators | en_US |
dc.subject | Bivariate Copulas | en_US |
dc.subject | Vines | en_US |
dc.title | Measuring Dependence Between Electricity Consumption and Economic Indicators Via Copulas: Turkish Case | en_US |
dc.type | Article | en_US |
dc.wos.citedbyCount | 1 | |
dspace.entity.type | Publication |