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A Study on Bitcoin Yield Analysis

비트코인 수익률 분석에 관한 연구

  • Cho, Sang Sup (Hoseo University, Department of Mgt. of Digital Technology) ;
  • Chae, Dong Woo (Hoseo University, Department of Economics) ;
  • Lee, Jungmann (Hoseo University, Department of Mgt. of Digital Technology)
  • Received : 2022.03.21
  • Accepted : 2022.04.18
  • Published : 2022.04.28

Abstract

Although the two types of currencies compete, the possibility of a virtual currency price bubble is diagnosed by assuming an economic model with currencies (won, virtual currency) that are intrinsically worthless. The won is supplied by the central bank to achieve the price stability target, while the supply of virtual currency increases by a fixed number. According to the basic price theory equation, as a simple proposition, cryptocurrency prices form a Martin Gale process [Schilling and Uhlig, 2019, p.20]. Based on the existing theoretical proposition, we applied the variance ratio verification method [Linton and Smetanina, 2016] and a simple technical chart method for empirical analysis. For the purpose of this study, the possibility of a bubble was empirically analyzed by analyzing the price volatility formed in the Korean virtual currency market over the past year, and brief policy implications for this were presented.

Keywords

References

  1. Bewley, T., "The permanent income hypothesis: A theoretical formulation." J. Econ. Theory, Vol. 16, 1977, pp. 252-292. https://doi.org/10.1016/0022-0531(77)90009-6
  2. Cho, S. S., "A Comparative Analysis on the Stock Market Behavior and the Virtual Money Market Behavior", Korean Business Education Review, Vol. 33, No. 2, 2018, pp. 97-111. https://doi.org/10.23839/kabe.2018.33.2.97
  3. Cochrane, J. H., "How big is a random walk in GNP?", J. Polit. Econ., Vol. 96, 1988, pp. 501-18. https://doi.org/10.1086/261569
  4. Dicle, M., "Candle charts for financial technical analysis", Stata Journal, Vol. 19, 2019, pp. 200-09. https://doi.org/10.1177/1536867X19830918
  5. Durlauf, S., "Spectral based testing of the martingale hypothesis", Journal of Econometrics, Vol. 50, 1991, pp. 355-76. https://doi.org/10.1016/0304-4076(91)90025-9
  6. Hayek, F., "The Denationalization of Money", Institute of Economic Affairs, 1976.
  7. Kareken, J. and Wallace, N., "On the indeterminacy of equilibrium exchange rates", Q. J. Econ. Vol. 96, 1981, pp. 207-22. https://doi.org/10.2307/1882388
  8. Linton, O. and Smetanina, E., "Testing the martingale hypothesis for gross returns", Journal of Empirical Finance, Vol. 38, 2016, pp. 664-89. https://doi.org/10.1016/j.jempfin.2016.02.010
  9. Ljungvist, L. and Sargent, T. J., "Recursive Macroeconomic Theory", Fourth ed. MIT Press, 2018.
  10. Lo, A. W. and MacKinlay, A. C., "Stock market prices do not follow random walks: Evidence from a simple specification test", Rev. Financ. Stud. Vol.1, 1988, pp. 41-66. https://doi.org/10.1093/rfs/1.1.41
  11. Manuelli, R. E. and Peck, J., "Exchange rate volatility in an equilibrium asset pricing model", Int. Econ. Rev., Vol. 31, 1990, pp. 559-74. https://doi.org/10.2307/2527161
  12. Mindin, D., "On the relationship between arithmetic and geometric returns", CDI Advisors LLC research paper.
  13. Poterba, J. M. and Summers, L. H., "Mean reversion in stock prices: evidence and implications", J. Financ. Econ., Vol. 22, 1988, pp. 27-59. https://doi.org/10.1016/0304-405X(88)90021-9
  14. Roll, R., "On computing mean returns and the small firm premium", J. Financ. Econ., Vol. 12, 1983, pp. 371-86. https://doi.org/10.1016/0304-405X(83)90055-7
  15. Schilling, L. and Uhlig, H., " Some simple bitcoin economics", Journal of Monetary Economics, Vol. 106, 2019, pp. 16-26. https://doi.org/10.1016/j.jmoneco.2019.07.002