Finance and Credit
 

Cryptoassets pricing and equity indices correlation

Vol. 24, Iss. 3, MARCH 2018

Received: 26 January 2018

Received in revised form: 9 February 2018

Accepted: 26 February 2018

Available online: 29 March 2018

Subject Heading: THEORY OF FINANCE

JEL Classification: C72, D61, E42

Pages: 641—651

https://doi.org/10.24891/fc.24.3.641

Mikhailov A.Yu. Financial University under Government of Russian Federation, Moscow, Russian Federation
ayumihajlov@fa.ru

https://orcid.org/0000-0003-2478-0307

Importance The paper investigates the features of cryptoasset pricing and correlation with asset prices in stock markets.
Objectives The paper aims to study the factors influencing the price dynamics of Bitcoin. The article is to study if there is any correlation with financial indices such as the S&P 500.
Methods The study uses the traditional frequency-domain approach in quantile regression based on the Bayesian method.
Results Bitcoin price volatility has a noticeable correlation with the volatility of financial indices, such as S&P 500 due to the spillover effect of the financial markets. But there is no clear relationship found between Google search queries and the Bitcoin price dynamics. Bitcoin prices move primarily under the influence of investors' interest in cryptocurrency as an alternative saving tool.
Conclusions and Relevance The practical significance of the work is to structure the existing knowledge about the factors influencing the price of Bitcoin. The given methods have allowed to define the most influential factors explaining dynamics of Bitcoin in 2017.

Keywords: Bitcoin, estimation theory, volatility flow, equity markets returns, Google-query

References:

  1. Mikhailov A.Yu. [A theory of cryptoasset valuation]. Finansovaya Analitika: Problemy i Resheniya = Financial Analytics: Science and Experience, 2017, vol. 10, iss. 6, pp. 691—700. URL: Link
  2. Brière M., Oosterlinck K., Szafarz A. (2013). Virtual Currency, Tangible Return: Portfolio Diversification with Bitcoins. CEB Working Paper, 2017, no. 13/031. URL: Link
  3. Popper N. Digital Gold: The Untold Story of Bitcoin. London, Penguin Publ., 2015, 432 p.
  4. Baur D.G., Lucey B.M. Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold. Financial Review, 2010, no. 45, pp. 217—229. URL: Link
  5. Becker J., Breuker D., Heide T. et al. Can We Afford Integrity by Proof-of-Work? Scenarios Inspired by the Bitcoin Currency. URL: Link
  6. Brandvold M., Molnár P., Vagstad K. et al. Price Discovery on Bitcoin Exchanges. Journal of International Financial Markets, Institutions and Money, 2015, no. 36, pp. 18—35. URL: Link
  7. Dwyer G.P. The Economics of Bitcoin and Similar Private Digital Currencies. Journal of Financial Stability, 2015, no. 17, pp. 81—91. URL: Link
  8. Valstad O.C.A., Vagstad K. A Bit Risky? A Comparison between Bitcoin and Other Assets Using an Intraday Value-at-Risk Approach, 2015. URL: Link
  9. Eisl A., Gasser S.M., Weinmayer K. Caveat Emptor: Does Bitcoin Improve Portfolio Diversification? SSRN Electronic Journal, 2015. URL: Link
  10. Yermack D. Is Bitcoin a Real Currency? An Economic Appraisal. Bitcoin, Innovation, Financial Instruments, and Big Data, 2015, pp. 31—43. URL: Link
  11. Dyhrberg A.H. Hedging Capabilities of Bitcoin. Is It the Virtual Gold? Finance Research Letters, 2016, no. 16, pp. 139—144. URL: Link
  12. Engle R.F. Dynamic Conditional Correlation — A Simple Class of Multivariate GARCH Models. Journal of Business and Economic Statistics, 2002, vol. 20, iss. 3, pp. 339—350. URL: Link
  13. Hafner C.M., Reznikova O. On the Estimation of Dynamic Conditional Correlation Models. Computational Statistics & Data Analysis, 2012, vol. 56, iss. 11, pp. 3533—3545. URL: Link
  14. Ratner M., Chiu-Chieh C. Hedging Stock Sector Risk with Credit Default Swaps. International Review of Financial Analysis, 2013, no. 30, pp. 18—25. URL: Link
  15. Rogojanu A., Badea L. The Issue of Competing Currencies. Case Study — Bitcoin. Theoretical and Applied Economics, 2014, no. 1, pp. 103—114. URL: Link
  16. Gandal N., Halaburda H. Competition in the Cryptocurrency Market. Bank of Canada Working Paper, 2014, no. 2014-33. URL: Link
  17. Selgin G. Synthetic Commodity Money. Journal of Financial Stability, 2015, no. 17, pp. 92—99. URL: Link
  18. Shubik M. Simecs, Ithaca Hours, Berkshares, Bitcoins and Walmarts. LSE Financial Markets Group Special Paper Series, 2014, no. 233. URL: Link
  19. Parhizgari A.M., Cho J.H. East Asian Financial Contagion under DCC-GARCH. International Journal of Banking and Finance, 2008, vol. 6, iss. 1, pp. 17—30.

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