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  Citation Number 2
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COVİD-19 Sürecinin Bazı Makroekonomik Değişkenlerin Oynaklıkları Üzerindeki Etkisi: Türkiye Örneği
2022
Journal:  
Bilecik Şeyh Edebali Üniversitesi Sosyal Bilimler Dergisi
Author:  
Abstract:

Bu çalışmada Covid-19 pandemi sürecinin Türkiye’ de seçilen bazı ekonomik değişkenlerin oynaklıkları üzerindeki etkileri vektör otoregresyon (VAR) modeli ile incelenmiştir. Bu amaçla 2020:03-2022:08 dönemi için BIST100 fiyat endeksi, döviz kuru, ham petrol fiyat endeksi, Covid-19 ölüm ve vaka sayıları kullanılmıştır. Ekonomik değişkenlerin oynaklıkları GARCH türü modellerin koşullu değişen varyansları ile elde edilmiştir. BIST100 fiyat endeksi için ARMA(1,1)-EGARCH(1,1), döviz kuru oynaklığı için ARMA(1,1)-GARCH(1,1), ham petrol fiyat endeksi oynaklığı için AR(1)-GARCH(1,1) modeli en uygun model olarak belirlenmiştir. VAR modeli etki-tepki analizi ve varyans ayrıştırma analizi sonuçları Covid-19 sürecinin söz konusu ekonomik değişkenlerin oynaklıkları üzerindeki etkilerini destekleyici bulgular sunmuştur. VAR modeli Granger nedensellik testi ise, döviz kuru oynaklığı, Covid-19 ölüm sayıları ve Covid-19 vaka sayılarından BIST100 fiyat endeksi oynaklığına doğru tek yönlü bir nedensellik ilişkisi göstermiştir.

Keywords:

The Impact Of The Covi̇d-19 Process On The Volatility Of Some Macroeconomic Variables: The Case Of Turkey
2022
Author:  
Abstract:

In this study, the effects of the Covid-19 pandemic process on the volatility of some selected economic variables in Turkey were examined with the vector autoregression (VAR) model. For this purpose, BIST100 price index, exchange rate, crude oil price index, Covid-19 death and case numbers were used for the period 2020:03-2022:08. The volatilities of the economic variables were obtained with the conditionally varying variances of the GARCH type models. ARMA(1,1)-EGARCH(1,1) model for BIST100 price index, ARMA(1,1)-GARCH(1,1) model for exchange rate volatility, AR(1)-GARCH(1,1) model for crude oil price index volatility was determined as the most suitable model. The results of impulse-response analysis and variance decomposition analysis of the VAR model presented findings supporting the effects of the Covid-19 process on the volatility of these economic variables. The VAR model Granger causality test, on the other hand, showed a one-sided causality relationship from exchange rate volatility, Covid-19 death numbers and Covid-19 case numbers to BIST100 price index volatility.

Keywords:

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Bilecik Şeyh Edebali Üniversitesi Sosyal Bilimler Dergisi

Field :   Sosyal, Beşeri ve İdari Bilimler

Journal Type :   Uluslararası

Metrics
Article : 228
Cite : 731
2023 Impact : 0.379
Bilecik Şeyh Edebali Üniversitesi Sosyal Bilimler Dergisi