Speculative bubble tendencies in time series of Bitcoin market prices

Michael Demmler, Amilcar Orlian Fernández Domínguez
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引用次数: 1

Abstract

This article explores the concepts of cryptocurrencies and speculative bubbles, as Bitcoin’s price behaviour shares characteristics with speculative bubbles that have occurred in recent years. Using a quantitative research design, the study examines daily market prices for the period between 2013 and 2019. Statistical moments, return stationarity, TARCH-type model estimations and Supremum Augmented Dickey-Fuller and Generalised Supremum Augmented Dickey-Fuller tests are analysed. We find evidence for multiple speculative bubble tendencies in Bitcoin prices caused by speculation, which reached their maximum at the end of 2017. Our results are in line with recent studies, which characterise Bitcoin as both highly speculative and vulnerable to financial bubbles.
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比特币市场价格时间序列的投机泡沫趋势
本文探讨了加密货币和投机泡沫的概念,因为比特币的价格行为与近年来发生的投机泡沫有共同的特征。该研究采用定量研究设计,调查了2013年至2019年期间的每日市场价格。分析了统计矩、回归平稳性、tarch型模型估计以及最优增广Dickey-Fuller检验和广义最优增广Dickey-Fuller检验。我们发现了由投机导致的比特币价格存在多重投机泡沫倾向的证据,这种趋势在2017年底达到了顶峰。我们的结果与最近的研究一致,这些研究将比特币定性为高度投机且容易受到金融泡沫的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.80
自引率
0.00%
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0
期刊介绍: Cuadernos de Economía - Spanish Journal of Economics and Finance es una publicación cuatrimestral abierta a la publicación de artículos científicos y de referencia relativos a un gran número de materias relacionadas con el análisis económico, tanto desde una perspectiva teórica como aplicada. Cuadernos de Economía está editada por los departamentos de Teoría Económica de la Universidad Autónoma de Madrid y de la Universidad de Barcelona, y forma parte desde 2011 del grupo de revistas editadas por ELSEVIER. Cuadernos de Economía es una de las revistas españolas más citada en el ámbito de la Economía. Cuadernos de Economía acepta artículos en español y en inglés.
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