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COMPARATIVE ANALYSIS OF VOLATILITY OF CRYPTOCURRENCIES AND FIAT MONEY

https://doi.org/10.26794/2587-5671-2018-22-2-66-89

Abstract

The article provides a comparative analysis of the volatility of the leading national fiat currencies and their transnational anonymous analogues, which received the slang name “cryptocurrency”.Volatility is the most important financial indicator in the management of financial flows, as a measure of the risk of using a financial instrument at a specified period of time. Cryptocurrency mining technology is available to the general public and has become an innovative phenomenon. The latest fi phenomena need to be investigated, so it is necessary to conduct a multilateral scientific analysis, identification and comparison of cryptocurrency with fi currency. The aim of this study is to obtain new estimates of cryptocurrency based on the use of tools such as GARCH-model, simple historical volatility (SHV) and developed by the author’s toolkit, which is based on the Chaikin method. The methodological basis of the research is logical, econometric, economic and statistical methods of analysis, technical and fundamental analysis, and method of scientific visualization. The calculated volatility estimates are based on the Central Bank’s data on currency rates and investigated using named three models. The article for the first time presents the results of comparison of volatility of the leading fiat currencies (uS dollar, euro, Chinese yuan and Japanese yen) and the most popular today so-called cryptocurrencies (bicoin, litecoin, ethereum, and monero). Estimation of volatility showed that the volatility of bitcoin is significantly higher than fiat money. In this regard, it is concluded that the recognition of cryptocurrency, in particular bitcoin, as a real money is premature, not only due to the lack of regulations of a certain cryptocurrency as a legal tender, but also on the grounds of violation of essential requirements for the properties of the currency, such as a low level of volatility.

About the Authors

G. O. Krylov
Financial university
Russian Federation

Grigorii O. Krylov — Dr. Sci. (Phys.-Math.), Cand. Sci. (Engin.), Cand. Sci. (Juris.), Professor, Department of Information Security, Honored worker of higher school 

Moscow



A. Yu. Lisitsyn
National Association of Forex-dealers
Russian Federation

Andrey Y. Lisitsyn — Ph.D., President of the National Association of Forex-dealers

Moscow



L. I. Polyakov
Kontakt Inform” Ltd.
Russian Federation

Leonid I. Polyakov — operational manager 

Moscow



References

1. Nakamoto S. Bitcoin: A peer-to-peer electronic cash system. 2008. URL: https://bitcoin.org/bitcoin.pdf (accessed 09.04.2018).

2. Levine M. Blockchain for banks probably can’t hurt. Bloomberg View. 2015. URL: https://www.bloomberg.com/view/articles/2015–09–01/blockchain-for-banks-probably-can-t-hurt (accessed 09.04.2018).

3. Allison I. Nick Szabo: If banks want benefits of blockchains they must go permissionless. International Business Times. 2015. URL: http://www.ibtimes.co.uk/nick-szabo-if-banks-want-benefits-blockchains-they-mustgo-permissionless-1518874 (accessed 09.04.2018).

4. Pick L. Estonia’s LHV Bank testing colored coins-based ‘Cuber’. Finance Magnates. 2015. URL: http://www.financemagnates.com/cryptocurrency/news/estonias-lhv-bank-testingcolored-coins-based-cuber/ (accessed 09.04.2018).

5. Allison I. The French bitcoin revolution: BNP Paribas testing crypto on its currency funds. International Business Times. 2015. URL: http://www.ibtimes.co.uk/french-bitcoin-revolution-bnp-paribas-plans-add-cryptoits-currency-funds-1512360 (accessed 09.04.2018).

6. Caffyn G. Barclays trials Bitcoin tech with pilot program. CoinDesk. 2015. URL: http://www.coindesk.com/barclays-trials-bitcoin-tech-with-pilot-program/ (accessed 09.04.2018).

7. Wong J. I. Goldman Sachs report says Bitcoin could shape ‘future of finance’. CoinDesk. 2015. URL: https://www.coindesk.com/goldman-sachs-report-says-bitcoin-could-shape-future-of- finance/ (accessed 09.04.2018).

8. Spaven E. Circle raises $ 50 million with Goldman Sachs support. CoinDesk. 2015. URL: https://www.coindesk. com/circle-raises-50-million-with-goldman-sachs-support/ (accessed 09.04.2018).

9. Nakamoto S. Bitcoin vO.l released. The Mail Archive. 2009 Jan 09.

10. Fork A. Bitcoin. More than money. Tver’: JSC Tver’ Regional Printing House; 2014. 280 p. (In Russ.).

11. Popper N. Digital gold: Bitcoin and the inside story of the misfits and millionaires trying to reinvent money. Transl. from Engl. Moscow: Williams Publ.; 2016. 368 p. (In Russ.).

12. Vigna P., Casey M. J. The age of cryptocurrency: How Bitcoin and the Blockchain are challenging the global economic order. Transl. from Eng. Moscow: Mann, Ivanov i Ferber Publ.; 2017. 432 p. (In Russ.).

13. Raval S. Decentralized applications: Harnessing Bitcoin’s Blockchain technology. Transl. from Engl. St. Petersburg: Piter Publ.; 2017. 240 p. (In Russ.).

14. Kolesnikov P., Beketnova Yu., Krylov G. Technology of blockchain. Analysis of attacks, defense strategies. Saarbrücken: LAP LAMBERT Academic Publ.; 2017. 76 p. (In Russ.).

15. Sat D.M., Krylov G.O., Naumov V. Yu. Neural networks in the tasks of predicting the time series of the Bitcoin course. Saarbrücken: LAP LAMBERT Academic Publ.; 2016. 56 p. (In Russ.).

16. Sat D., Krylov G., Bezverbnyi K., Kasatkin A., Kornev I. Investigation of money laundering methods through cryptocurrency. Journal of Theoretical and Applied Information Technology. 2016;83(2):244–254.

17. Krylov G. O., Loskutov I. N. Cryptocurrency — the future without inflation, or new AML/CFT problems? In: Threats and risks for the global economy. Proc. Int. sci.-pract. conf. of the network institute in the field of AML/CFT (Moscow, 1–3 Nov. 2016). Moscow: Int. Training & Methodology Center for Financial Monitoring; 2016:140–148. URL: file:///C:/Users/User/Downloads/sbornik-dokladov-konferencii-ugrozy-i-riski-dlamirovoj-ekonomiki-noabr-2016%20(1).pdf (accessed 09.04.2018). (In Russ.).

18. Sat D. M., Krylov G. O. Formation and adaptation of signs of deviant financial operations in the tasks of cryptocurrency transactions assessment on the example of Bitcoin. In: Threats and risks for the global economy. Proc. Int. sci.-pract. conf. of the network institute in the field of AML/CFT (Moscow, 1–3 Nov. 2016). Moscow: Int. Training & Methodology Center for Financial Monitoring; 2016: 173–176. URL: file:///C:/Users/User/Downloads/sbornik-dokladov-konferencii-ugrozy-i-riski-dla-mirovoj-ekonomiki-noabr-2016%20(1).pdf (accessed 09.04.2018). (In Russ.).

19. Sat D. M., Krylov G. O., Aidaralieva A.A., Mochalin D. O. Research and approbation of the method of cluster analysis using neural networks for the evaluation of Bitcoin’s transactions. Informatizatsiya i svyaz’ = Informatization and Communication. 2017;(3):107–110.

20. Demidov O.A. Bound by the Blockchain: Overview of international experience in regulating cryptocurrency. Internet v tsifrakh. 2016;(4):14–19. URL: http://www.in-numbers.ru/upload/iblock/145/1458f803f8bb05fc55d 8254b8d0eb0c0.pdf (accessed 09.04.2018). (In Russ.).

21. Vavrinec C. Can Bitcoin become a viable alternative to Fiat currencies? An empirical analysis of Bitcoin’s volatility based on a GARCH model. New York: Skidmore College; 2017. 145 p.

22. Istigecheva E.V., Mitsel’ A.A. Models with autoregressive conditional heteroscedasticity. Doklady tomskogo gosudarstvennogo universiteta sistem upravleniya i radioelektroniki = Proceedings of Tomsk State University of Control Systems and Radioelectronics. 2006;5:15–21. URL: http://old.tusur.ru/filearchive/reports-magazine/2006–5/15–21.pdf (accessed 09.04.2018). (In Russ.).


Review

For citations:


Krylov G.O., Lisitsyn A.Yu., Polyakov L.I. COMPARATIVE ANALYSIS OF VOLATILITY OF CRYPTOCURRENCIES AND FIAT MONEY. Finance: Theory and Practice. 2018;22(2):66-89. (In Russ.) https://doi.org/10.26794/2587-5671-2018-22-2-66-89

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ISSN 2587-5671 (Print)
ISSN 2587-7089 (Online)