Measuring Dependence Between Electricity Consumption and Economic Indicators Via Copulas: Turkish Case
Measuring Dependence Between Electricity Consumption and Economic Indicators Via Copulas: Turkish Case
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Özet
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.
Açıklama
Selcuk-Kestel, Ayse Sevtap/0000-0001-5647-7973; Yozgatligil, Ceylan/0000-0003-3492-0510
Anahtar kelimeler
Electricity demand, Economic indicators, Sectorial indicators, Bivariate Copulas, Vines, İşletme Finans, İşletme, Mühendislik, Elektrik Ve Elektronik, İktisat
Bilim Dalları
Alıntı
WoS Q
Scopus Q
Cilt
31
Sayı
4
Başlangıç Sayfası
1284
Bitiş Sayfası
1296
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