流动性波动在决定价格大变动中的关键作用

F. Lillo, J. Farmer
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引用次数: 4

摘要

最近的实证分析表明,流动性波动对于理解金融资产的大幅价格变化很重要。这些流动性波动是通过订单簿上的缺口来量化的,对应于相邻价格水平的块,不包含报价。本文研究了在伦敦证券交易所(LSE)交易的16只股票的限价单状态的统计性质。我们表明,前三个间隙的时间序列在概率分布中具有肥尾特征,并且由长记忆过程描述。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
THE KEY ROLE OF LIQUIDITY FLUCTUATIONS IN DETERMINING LARGE PRICE CHANGES
Recent empirical analyses have shown that liquidity fluctuations are important for understanding large price changes of financial assets. These liquidity fluctuations are quantified by gaps in the order book, corresponding to blocks of adjacent price levels containing no quotes. Here we study the statistical properties of the state of the limit order book for 16 stocks traded at the London Stock Exchange (LSE). We show that the time series of the first three gaps are characterized by fat tails in the probability distribution and are described by long memory processes.
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