Does the Short Squeeze Lead to Market Abnormality and Anti-leverage Effect? Evidence From the GameStop Case

Evangelos Vasileiou
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引用次数: 3

Abstract

This study examines the GME short squeeze in early 2021. Using intraday data from the period 4/1/2021 - 5/2/2021, we show that the GME stock price exhibited abnormal behavior. The Runs-test confirms that the GME returns were not randomly distributed, which is an indication of a violation of the Efficient Market Hypothesis (EMH). Moreover, we employ the asymmetry EGARCH(1,1,1) model and we provide evidence that an exceptional time series feature emerged during the examined period: the anti-leverage effect. In contrast to what the time series normally show, volatility increased when the GME prices increase. The combination of the short squeeze and the investors’ coordination may be the appropriate conditions for the anti-leverage effect to emerge, which may be a new way to econometrically show violation of the EMH. The outcome of this analysis is useful for scholars and regulators because coordination among investors is easier than ever in the internet era and such events may happen again in the future; even under normal conditions (not during a short squeeze) this could lead to market instability.
卖空挤压是否会导致市场异常及反杠杆效应?来自GameStop案例的证据
本研究考察了2021年初的GME短期挤压。利用2021年4月1日至2021年5月2日的盘中数据,我们发现GME股价表现出异常行为。运行检验证实了GME的收益不是随机分布的,这表明它违反了有效市场假说(EMH)。此外,我们采用不对称EGARCH(1,1,1)模型,并提供证据表明,在研究期间出现了一个特殊的时间序列特征:反杠杆效应。与时间序列通常显示的相反,当GME价格上涨时,波动性会增加。卖空挤压与投资者协调的结合可能是反杠杆效应出现的适当条件,这可能是计量显示EMH违规的一种新方法。这一分析的结果对学者和监管机构很有用,因为在互联网时代,投资者之间的协调比以往任何时候都更容易,而且此类事件未来可能再次发生;即使在正常情况下(不是在短期挤压期间),这也可能导致市场不稳定。
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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