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Existence of Speculative Bubbles for the US at Times of Two Major Financial Crises in the Recent Past: An Econometric Check of BitCoin Prices

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Abstract

The last decade stands as a witness to a large number digital currencies coming into existence, such as—LiteCoin, BitCoin, Ripple, AuroraCoin, DogeCoin, etc. BitCoin being the most prominent among them, both in terms of its impressive price development and the price volatility it has. In this paper, the author uses a speculative bubble tracker, based on Wiener stochastic process, at times of two major financial crises, i.e. during the 2008–2009 US Subprime Mortgage Market Crisis and the Global Recession that started from 2010 onwards. The data used has been for the daily closing prices (converted into monthly after taking a geometric mean) from July 2008 to July 2010. Then from July 2010—July 2012, 2012–2014 and finally, 2014–2016. Using such data, the author traces out the price movements and points out periods of mass hysteria i.e. a ‘speculative bubble’ over the period concerned by comparing the results derived using a Brownian motion equation form used in physics and hence, tries to correlate the price fluctuations of BitCoins with fluctuations in the crisis index (as constructed by the author) for USA. Intriguingly, significance of speculative bubbles is prevalent at times of these financial crises.

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Notes

  1. 1.

    https://www.investopedia.com/articles/forex/041515/countries-where-BitCoin-legal-illegal.asp

  2. 2.

    Read At: https://cointelegraph.com/news/BitCoins-falling-price-nothing-more-than-perception-or-is-there-manipulation

    https://www.draglet.com/BitCoin-ethereum-volatility/

  3. 3.

    Read the full story at https://www.thebalance.com/is-BitCoin-the-answer-in-a-financial-crisis-391275

  4. 4.

    As Dimitrova (2005) puts it, “A decline in the stock prices induces foreign investors to sell the financial assets they hold. This leads to a depreciation of the underlying currency, but may stimulate BitCoin price, if investors substitute investment in stocks for investment in BitCoin. Generally, investors’ return on stock exchange may capture opportunity costs of investing in BitCoin. Hence, in this case the stock exchange indices are expected to be positively related to BitCoin price.”

  5. 5.

    See https://galton.uchicago.edu/~lalley/Courses/313/BrownianMotionCurrent.pdf

  6. 6.

    For conversion with the crisis index, the bubble component has been converted into monthly data after taking a geometric mean of the daily prices. However for calculation of the significance of the bubble component, daily prices have been taken.

  7. 7.

    The very recent swings in BitCoin prices have not been taken into consideration and the author here does not comment on such recent features. That has been left for further research. This paper is designed to look through the crisis periods with an eye on BitCoin prices and hence the motivation.

References

  • Barber, B. M., & Odean, T. (2007). All that glitters: the effect of attention and news on the buying behavior of individual and institutional investors. The Review of Financial Studies, 21(2), 785–818.

    Article  Google Scholar 

  • Barber, S., Boyen, X., Shi, E., & Uzun, E. (2012). Bitter to better — how to make BitCoin a better currency. In International conference on financial cryptography and data security (pp. 399–414). Berlin: Springer Heidelberg.

    Chapter  Google Scholar 

  • Böhme, R., Christin, N., Edelman, B., & Moore, T. (2015). BitCoin: economics, technology, and governance. J Econ Perspect, 29(2), 213–238.

    Article  Google Scholar 

  • Bouoiyour, J., & Selmi, R. (2016). BitCoin: a beginning of a new phase. Econ Bull, 36(3), 1430–1440.

    Google Scholar 

  • Brée, D. S., & Joseph, N. L. (2013). Testing for financial crashes using the log periodic power law model. Int Rev Financ Anal, 30(C), 287–297.

    Article  Google Scholar 

  • Broock, W. A., Scheinkman, J. A., Dechert, W. D., & LeBaron, B. (1996). A test for independence based on the correlation dimension. Econ Rev, 15(3), 197–235.

    Article  Google Scholar 

  • Buchholz, M., Delaney, J., Warren, J., & Parker, J. (2012). Bits and bets, information, price volatility, and demand for BitCoin. Retrieved from http://www.bitcointrading.com/pdf/bitsandbets.pdf

  • Cheah, E. T., & Fry, J. (2015). Speculative bubbles in BitCoin markets? An empirical investigation into the fundamental value of BitCoin. Econ Lett, 130(C), 32–36.

    Article  Google Scholar 

  • Ciaian, P., Rajcaniova, M., & Kancs, D. A. (2016). The economics of BitCoin price formation. Appl Econ, 48(19), 1799–1815.

    Article  Google Scholar 

  • Dimitrova, D. (2005). The relationship between exchange rates and stock prices: studied in a multivariate model. Issues in Political Economy, 14(1), 3–9.

    Google Scholar 

  • Dowd, K. (2014). New private monies: a bit-part player?. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2535299

  • Dwyer, G. P. (2015). The economics of BitCoin and similar private digital currencies. Journal of Financial Stability, 17(C), 81–91.

    Article  Google Scholar 

  • Eichengreen, B., Rose, A. K., & Wyplosz, C. (1994). Speculative attacks on pegged exchange rates: an empirical exploration with special reference to the European monetary system (no. w4898). Stanford, CA: National Bureau of economic research.

    Book  Google Scholar 

  • Filimonov, V., Demos, G., & Sornette, D. (2017). Modified profile likelihood inference and interval forecast of the burst of financial bubbles. Quantitative Finance, 17(8), 1167–1186.

    Article  Google Scholar 

  • Frankel, J. A., & Rose, A. K. (1996). Currency crashes in emerging markets: an empirical treatment. J Int Econ, 41(3), 351–366.

    Article  Google Scholar 

  • Frankel, J. A., & Wei, S. J. (2005). Managing macroeconomic crises: policy lessons. In J. Aizenman & B. Pinto (Eds.), Managing economic volatility and crise: a practitioner’s guide. Cambridge: Cambridge University Press.

    Google Scholar 

  • Geraskin, P., & Fantazzini, D. (2013). Everything you always wanted to know about log-periodic power laws for bubble modeling but were afraid to ask. The European Journal of Finance, 19(5), 366–391.

    Article  Google Scholar 

  • Gervais, S., & Odean, T. (2001). Learning to be overconfident. The Review of Financial Studies, 14(1), 1–27.

    Article  Google Scholar 

  • Greco, T. (2001). Money: understanding and creating alternatives to legal tender. Chelsea: Green Publishing.

    Google Scholar 

  • Grinberg, R. (2012). BitCoin: an innovative alternative digital currency. Hastings Sci & Tech LJ, 4, 159.

    Google Scholar 

  • Kaminski J (2014) Nowcasting the BitCoin market with twitter signals. Retrieved from https://arxiv.org/pdf/1406.7577.pdf

    Google Scholar 

  • Kristoufek, L. (2013). BitCoin meets Google trends and wikipedia: quantifying the relationship between phenomena of the internet era. Sci Rep, 3, 3415.

    Article  Google Scholar 

  • Lee T (2014) These four charts suggest that BitCoin will stabilize in the future. Retrieved from www.washingtonpost.com/blogs/the-switch/wp/2014/02/03/these-fourchartssuggest-that-BitCoin-will-stabilize-in-the-future/

    Google Scholar 

  • Lin, K. (1997). The ABC’s of BDS. Journal of Computational Intelligence in Finance, 97(July/August), 23–26.

    Google Scholar 

  • Lucey, B. M., & O’Connor, F. A. (2013). Do bubbles occur in the gold price? An investigation of gold lease rates and Markov switching models. Borsa Istanbul Rev, 13(3), 53–63.

    Article  Google Scholar 

  • Luther WJ, & Olson J (2013). BitCoin is memory. Retrieved from http://pricesandmarkets.org/wp-content/uploads/2015/02/Luther-Olson-4.pdf

    Book  Google Scholar 

  • Moore, T., & Christin, N. (2013, April). Beware the middleman: Empirical analysis of Bitcoin-exchange risk. In International Conference on Financial Cryptography and Data Security (pp. 25–33). Berlin, Heidelberg: Springer.

    Chapter  Google Scholar 

  • Mukherjee, S., & Karmakar, A. K. (2018). A hardheaded look: how did India feel the tremors of recent financial crises? In H. Dincer, Ü. Hacioglu, & S. Yüksel (Eds.), Global approaches in financial economics, banking, and finance (pp. 25–51). Cham, Switzerland: Springer.

    Chapter  Google Scholar 

  • Palombizio, E., & Morris, I. (2012). Forecasting exchange rates using leading economic indicators. Open Access Scientific Reports, 1(8), 1–6.

    Google Scholar 

  • Plassaras, N. A. (2013). Regulating digital currencies: bringing BitCoin within the reach of IMF. Chi J Int’l L, 14, 377.

    Google Scholar 

  • Shreve, S. E. (2004). Stochastic calculus for finance II: continuous-time models (Vol. 11). Berlin: Springer Science & Business Media.

    Book  Google Scholar 

  • van Wijk, D. (2013). What can be expected from the BitCoin. Retrieved from https://Final-version-Thesis-Dennis-van-Wijk.pdf

  • Weber, B. (2014). BitCoin and the legitimacy crisis of money. Cambridge Journal of Economics, 40(1), 17–41.

    Article  Google Scholar 

  • Zhang, X., Fuehres, H., & Gloor, P. A. (2011). Predicting stock market indicators through twitter “I hope it is not as bad as I fear”. Procedia Soc Behav Sci, 26, 55–62.

    Article  Google Scholar 

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Mukherjee, S. (2019). Existence of Speculative Bubbles for the US at Times of Two Major Financial Crises in the Recent Past: An Econometric Check of BitCoin Prices. In: Hacioglu, U. (eds) Blockchain Economics and Financial Market Innovation. Contributions to Economics. Springer, Cham. https://doi.org/10.1007/978-3-030-25275-5_23

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