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Anomalous price impact and the critical nature of liquidity in financial markets

机译:异常的价格影响和金融中流动性的关键性质   市场

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摘要

We propose a dynamical theory of market liquidity that predicts that theaverage supply/demand profile is V-shaped and {\it vanishes} around the currentprice. This result is generic, and only relies on mild assumptions about theorder flow and on the fact that prices are (to a first approximation)diffusive. This naturally accounts for two striking stylized facts: first,large metaorders have to be fragmented in order to be digested by the liquidityfunnel, leading to long-memory in the sign of the order flow. Second, theanomalously small local liquidity induces a breakdown of linear response and adiverging impact of small orders, explaining the "square-root" impact law, forwhich we provide additional empirical support. Finally, we test our argumentsquantitatively using a numerical model of order flow based on the same minimalingredients.
机译:我们提出了一种动态的市场流动性理论,该理论预测平均供求曲线为V形,并且在当前价格附近消失。这个结果是通用的,仅取决于对订单流的温和假设以及价格(初步近似)具有扩散性这一事实。这自然是两个引人注目的程式化事实:首先,大的元订单必须被碎片化才能被流动性漏斗消化,从而导致订单流迹象中出现了长记忆。其次,异常小的局部流动性引起线性响应的分解和小订单的不同影响,解释了“平方根”影响定律,为此我们提供了额外的经验支持。最后,我们使用基于相同最小化成分的订单流数值模型对我们的参数进行定量测试。

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