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Published in: Journal of Economics and Finance 1/2022

08-09-2021

An empirical test for bubbles in cryptocurrency markets

Authors: George A. Waters, Thuy Bui

Published in: Journal of Economics and Finance | Issue 1/2022

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Abstract

In an asset market without bubbles, meaning the strong efficient markets hypothesis is satisfied, the price and dividend should be cointegrated. However, standard unit root tests have low power against a class of Periodically Collapsing Rational Bubbles introduced by (Evans, Am Econ Rev 81:922–930, 1991), which are an intuitive model of speculative behavior. The cryptocurrency markets for bitcoin, ethereum, and ripple do not have dividends, so the tests are conducted using five different proxies for fundamentals. In most cases the price and fundamental data are integrated of order one, according to a minimum LM test for unit roots that allows for breaks. Using a robust test for cointegration that controls for the skewness and excess kurtosis that could arise with such bubbles, one cannot reject the presence of Period Collapsing Rational Bubbles in any of the cryptocurrency markets. The distribution of such tests is non-standard, so significance levels are determined with Monte Carlo experiments.

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Appendix
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Literature
go back to reference Bhargava A (n.d.) On the Theory of Testing for Unit Roots in Observed Time Series. Rev Econ Financ 53:369–384 Bhargava A (n.d.) On the Theory of Testing for Unit Roots in Observed Time Series. Rev Econ Financ 53:369–384
go back to reference Cheah E-T, Fry J (2015) Speculative bubbles in Bitcoin markets? An empirical investigation into the fundamental value of Bitcoin. Econ Lett 130:32–36CrossRef Cheah E-T, Fry J (2015) Speculative bubbles in Bitcoin markets? An empirical investigation into the fundamental value of Bitcoin. Econ Lett 130:32–36CrossRef
go back to reference Diba BT, Grossman HI (1988) Explosive rational bubbles in stock prices? Am Econ Rev 78(3):520–530 Diba BT, Grossman HI (1988) Explosive rational bubbles in stock prices? Am Econ Rev 78(3):520–530
go back to reference Evans GW (1991) Pitfalls in testing for explosive bubbles in asset prices. Am Econ Rev 81(4):922–930 Evans GW (1991) Pitfalls in testing for explosive bubbles in asset prices. Am Econ Rev 81(4):922–930
go back to reference Hayes AS (2019) Bitcoin price and its marginal cost of production: support for a fundamental value. Appl Econ Lett 26(7):554–560CrossRef Hayes AS (2019) Bitcoin price and its marginal cost of production: support for a fundamental value. Appl Econ Lett 26(7):554–560CrossRef
go back to reference Hommes C, Wagener F (2009) Complex Evolutionary Systems in Behavioral Finance. Chapter 4. In T Hens, KR Schenk-Hoppé (eds) Handbook of financial markets: dynamics and evolution. Elsevier Hommes C, Wagener F (2009) Complex Evolutionary Systems in Behavioral Finance. Chapter 4. In T Hens, KR Schenk-Hoppé (eds) Handbook of financial markets: dynamics and evolution. Elsevier
go back to reference Lee, Strazicich (2003) Minimum lagrange multiplier unit root test with two structural breaks. The review of economics and statistics 85(4):1082–1089 Lee, Strazicich (2003) Minimum lagrange multiplier unit root test with two structural breaks. The review of economics and statistics 85(4):1082–1089
go back to reference Lee, Strazicich (2013) Minimum LM unit root test with one structural break. Economics bulletin 33(4):2483–2492 Lee, Strazicich (2013) Minimum LM unit root test with one structural break. Economics bulletin 33(4):2483–2492
go back to reference Makarov I, Schoar A (2020) Trading and arbitrage in cryptocurrency markets. J Financ Econ 135(2):293–319CrossRef Makarov I, Schoar A (2020) Trading and arbitrage in cryptocurrency markets. J Financ Econ 135(2):293–319CrossRef
go back to reference Taylor MP, Peel DA (1998) Periodically collapsing stock price bubbles: a robust test. Econ Lett 61(2):221–228CrossRef Taylor MP, Peel DA (1998) Periodically collapsing stock price bubbles: a robust test. Econ Lett 61(2):221–228CrossRef
go back to reference Waters GA (2008) Unit root testing for bubbles: A Resurrection? Econ Lett 101(3):279–281CrossRef Waters GA (2008) Unit root testing for bubbles: A Resurrection? Econ Lett 101(3):279–281CrossRef
go back to reference Waters George A (2019) Bubbles and rationality in bitcoin. Econ Notes: Rev Bank Financ Monet Econ 48(2):e12133CrossRef Waters George A (2019) Bubbles and rationality in bitcoin. Econ Notes: Rev Bank Financ Monet Econ 48(2):e12133CrossRef
Metadata
Title
An empirical test for bubbles in cryptocurrency markets
Authors
George A. Waters
Thuy Bui
Publication date
08-09-2021
Publisher
Springer US
Published in
Journal of Economics and Finance / Issue 1/2022
Print ISSN: 1055-0925
Electronic ISSN: 1938-9744
DOI
https://doi.org/10.1007/s12197-021-09561-9

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