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The Interdependence of Bitcoin and Financial Markets: A Copula-Garch Approach

Cilt: 25 Sayı: 98 26 Haziran 2020
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The Interdependence of Bitcoin and Financial Markets: A Copula-Garch Approach

Öz

This paper aims to examine the relationship between Bitcoin and preeminent financial indicators using Copula-GARCH method. In the study, we use closing prices of Bitcoin and US 10-Year Bond Yield, Gold Spot US Dollar, US Dollar Index, S&P 500, FTSE 100 and NIKKEI 225. To our knowledge, our paper is the first to examine this issue empirically. Analysis results show that there is no strong interdependence between Bitcoin and preeminent financial indicators. These findings provide new information that will benefit policy makers, banks, financial investors, and risk managers in trading activities for both long-term and short-term strategies.

Anahtar Kelimeler

bitcoin, copula-garch, financial markets

Kaynakça

  1. Albulescu, C. T., Aubin, C., Goyeau, D., Tiwari, A. K. (2018). Extreme co-movements and dependencies among major international exchange rates: A copula approach. The Quarterly Review of Economics and Finance.
  2. Ardia, D., Bluteau, K., & Rüede, M. (2019). Regime changes in Bitcoin GARCH volatility dynamics. Finance Research Letters, 29, 266-271.
  3. Azari, A. (2019). Bitcoin Price Prediction: An ARIMA Approach. arXiv preprint arXiv:1904.05315.
  4. Baek, C., Elbeck, M. (2015). Bitcoins as an investment or speculative vehicle? A first look. Applied Economics Letters, 22(1), 30-34.
  5. Balcilar, M., Bouri, E., Gupta, R., & Roubaud, D. (2017). Can volume predict Bitcoin returns and volatility? A quantiles-based approach. Economic Modelling, 64, 74-81.
  6. Barber, S., Boyen, X., Shi, E., Uzun, E. (2012, February). Bitter to better—how to make bitcoin a better currency. In International Conference on Financial Cryptography and Data Security (pp. 399-414). Springer, Berlin, Heidelberg.
  7. Bariviera, A. F. (2017). The inefficiency of Bitcoin revisited: A dynamic approach. Economics Letters, 161, 1-4.
  8. Baur, D., Hong, K., Lee, A. (2015). Bitcoin–Currency or Asset?.
  9. Baur, D. G., Dimpfl, T., & Kuck, K. (2018). Bitcoin, gold and the US dollar–A replication and extension. Finance Research Letters, 25, 103-110.
  10. Brooks, C., Burke, S. P. (2003). Information criteria for GARCH model selection. The European journal of finance, 9(6), 557-580.

Kaynak Göster

APA
Eren, B. S., & Erek, M. (2020). The Interdependence of Bitcoin and Financial Markets: A Copula-Garch Approach. Liberal Düşünce Dergisi, 25(98), 35-63. https://doi.org/10.36484/liberal.662625
AMA
1.Eren BS, Erek M. The Interdependence of Bitcoin and Financial Markets: A Copula-Garch Approach. Liberal Düşünce Dergisi. 2020;25(98):35-63. doi:10.36484/liberal.662625
Chicago
Eren, Binali Selman, ve Mustafa Erek. 2020. “The Interdependence of Bitcoin and Financial Markets: A Copula-Garch Approach”. Liberal Düşünce Dergisi 25 (98): 35-63. https://doi.org/10.36484/liberal.662625.
EndNote
Eren BS, Erek M (01 Haziran 2020) The Interdependence of Bitcoin and Financial Markets: A Copula-Garch Approach. Liberal Düşünce Dergisi 25 98 35–63.
IEEE
[1]B. S. Eren ve M. Erek, “The Interdependence of Bitcoin and Financial Markets: A Copula-Garch Approach”, Liberal Düşünce Dergisi, c. 25, sy 98, ss. 35–63, Haz. 2020, doi: 10.36484/liberal.662625.
ISNAD
Eren, Binali Selman - Erek, Mustafa. “The Interdependence of Bitcoin and Financial Markets: A Copula-Garch Approach”. Liberal Düşünce Dergisi 25/98 (01 Haziran 2020): 35-63. https://doi.org/10.36484/liberal.662625.
JAMA
1.Eren BS, Erek M. The Interdependence of Bitcoin and Financial Markets: A Copula-Garch Approach. Liberal Düşünce Dergisi. 2020;25:35–63.
MLA
Eren, Binali Selman, ve Mustafa Erek. “The Interdependence of Bitcoin and Financial Markets: A Copula-Garch Approach”. Liberal Düşünce Dergisi, c. 25, sy 98, Haziran 2020, ss. 35-63, doi:10.36484/liberal.662625.
Vancouver
1.Binali Selman Eren, Mustafa Erek. The Interdependence of Bitcoin and Financial Markets: A Copula-Garch Approach. Liberal Düşünce Dergisi. 01 Haziran 2020;25(98):35-63. doi:10.36484/liberal.662625