Abstract
Cryptocurrencies are generating increasing interest with concerns about various economic and financial implications. Investors in cryptocurrencies are affected by the massive jumps and crashes in the market and it is of interest to portfolio managers to answer the following question: Does investing in Bitcoin and its forks offer diversification for investors? This paper aims to answer this question by examining the relationship between the returns of Bitcoin and the returns of its forks and their associated volatilities. Our sample covers the period between 2010 and 2017 and includes Bitcoin and the portfolio of its forks. Our results, based on Dynamic GARCH model, indicate that there is a positive relation between the returns of Bitcoin and the returns of its forks. In addition, the results also show a positive relation between the volatility of Bitcoin and its forks. Finally, we found both the news effect and memory effect are significant.
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References
Alvarez-Ramirez, J., E. Rodriguez, and C. Ibarra-Valdez. 2018. Long-range correlations and asymmetry in the bitcoin market. Physica a: Statistical Mechanics and Its Applications 492: 948–955.
Balcilar, Mehmet, Elie Bouri, Rangan Gupta, and David Roubaud. 2017. Can volume predict Bitcoin returns and volatility? A quantiles-based approach. Economic Modelling 64: 74–81.
Bariviera, A.F., M.J. Basgall, W. Hasperué, and M. Naiouf. 2017. Some stylized facts of the bitcoin market. Physica a: Statistical Mechanics and Its Applications 484: 82–90.
Bouoiyour, Jamal, and Refk Selmi. 2015. What does Bitcoin look like? Annals of Economics and Finance 16: 449–492.
Bouoiyour, J., and R. Selmi. 2016. Bitcoin: A beginning of a new phase? Economics Bulletin 36: 1430–1440.
Bouri, E., P. Molnár, G. Azzi, D. Roubaud, and L.I. Hagfors. 2017. On the hedge and safe haven properties of bitcoin: is it really more than a diversifier? Finance Research Letters 20: 192–198.
Bouri, E., A. Georges., and A.H. Dyhrberg. 2016. On the return-volatility relationship in the bitcoin market around the price crash of 2013. Available online: https://ssrn.com/abstract=2869855.
Brière, M., K. Oosterlinck, and A. Szafarz. 2015. Virtual currency, tangible return: Portfolio diversification with bitcoin. Journal of Asset Management 16: 365–373.
Ciaian, P., M. Rajcaniova, and A. Kancs. 2016. The economics of bitcoin price formation. Applied Economics 48(19): 1799–1815.
Cheung, A., E. Roca, and J.-J. Su. 2015. Crypto-currency bubbles: An application of the Phillips–Shi–Yu (2013) methodology on Mt. Gox Bitcoin Prices. Applied Economics 47: 2348–2358.
Corbet, S., A. Meegan, C. Larkin, B. Lucey, and L. Yarovaya. 2018. Exploring the dynamic relationships between cryptocurrencies and other financial assets. Economics Letters 165: 28–34.
Davies, D. 2014. The curious case of Bitcoin: Is Bitcoin volatility driven by online research? PhD thesis, University of Victoria.
Dimitrova, D. 2005. The relationship between exchange rates and stock prices: Studied in a multivariate model. Issues in Political Economy 14: 1–25.
Dyhrberg, A.H. 2016. Hedging capabilities of bitcoin. Is it the virtual gold? Finance Research Letters 16: 139–144.
Garcia, D., C.J. Tessone, P. Mavrodiev, and N. Perony, 2014. The digital traces of bubbles: Feedback cycles between socio-economics signals in the Bitcoin economy. Journal of the Royal Society Interface 11: 1–28.
Georgoula, I., D. Pournarakis, C. Bilanakos, D. Sotiropoulos, and G.M. Giaglis. 2015. Using time-series and sentiment analysis to detect the determinants of bitcoin prices. http://ssrn.com/abstract=2607167. Accessed 30 Jan 2018.
Gomber, P., R.J. Kauffman, C. Parker, and B.W. Weber. 2018. On the Fintech revolution: Interpreting the forces of innovation, disruption, and transformation in financial services. Journal of Management Information Systems 35(1): 220–265.
Gronwald, M. 2014. The economics of Bitcoins: Market characteristics and price jumps. CESifo Working Paper Series No. 5121.
Hayes, A.S. 2015. Cryptocurrency value formation: An empirical study leading to a cost of production model for valuing bitcoin. Telematics and Informatics 34(7): 1308–1321.
Hong, K. 2017. Bitcoin as an alternative investment vehicle. Information Technology and Management 18(4): 265–275.
Katsiampa, P. 2017. Volatility estimation for bitcoin: a comparison of GARCH models. Economics Letters 158: 3–6.
Kjærland, F., K. Aras, A.K. Erlend, B.G.N. Frans, and O. Are. 2018. An analysis of bitcoin’s price dynamics. Journal of Risk and Financial Management 11(4): 63.
Kristoufek, L. 2015. What are the main drivers of the bitcoin price? Evidence from wavelet coherence analysis. PLoS ONE 10(4): e0123923.
Li, X., and C.A. Wang. 2017. The technology and economic determinants of cryptocurrency exchange rates: The case of bitcoin. Decision Support Systems 95: 49–60.
Sapuric, Svetlana, and Angelika Kokkinaki. 2014. Bitcoin is volatile! Isn’t that right? In Business Information Systems Workshops,255–265. Lecture Notes in Business Information Processing. Berlin: Springer.
Polasik, M., A. Piotrowska, W. Iwona, P. Tomasz, R. Kotkowski, and G. Lightfoot. 2015. Price fluctuations and the use of bitcoin: An empirical inquiry. International Journal of Electronic Commerce 20(1): 9–49.
Papadopoulos, P., S. Vassiliadis, M. Rangoussi, T. Konieczny, and J. Gralewski. 2017. Bitcoin value analysis based on cross-correlations. Journal of Internet Banking and Commerce. 22(S7): 1.
Phillip, A., J. Chan, and S. Peiris. 2018. A new look at cryptocurrencies. Economics Letters 163: 6–9.
Urquhart, A. 2017. Price clustering in bitcoin. Economics Letters 159: 145–148.
Liu, Y., and A. Tsyvinski. 2021. Risks and returns of cryptocurrency. The Review of Financial Studies 34(6): 2689–2727.
Vassilladis, S., P. Papadopoulos, M. Ranquoussi, and T. Konieczny. 2017. Bitcoin value analysis based on cross-correlations. Journal of Internet Banking and Commerce 22(S7): 1–12.
Van Wijk, D. 2013. What can be expected from the bitcoin. Erasmus Universiteit Rotterdam.
Yermack, D. 2013. Is Bitcoin a Real Currency? An economic appraisal. National Bureau of Economic Research Working Paper Series 19747.
Zwick, H.S., and S.A.S. Syed. 2019. Bitcoin and gold prices: A fledging long-term relationship. MPRA Paper 92512. Germany: University Library of Munich.
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Ahmed, N., Farooq, O. & Hamed, N. Relation Between Bitcoin and Its Forks: An Empirical Investigation. Eastern Econ J 49, 249–261 (2023). https://doi.org/10.1057/s41302-023-00247-0
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DOI: https://doi.org/10.1057/s41302-023-00247-0