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Exact Hurst exponent and crossover behavior in a limit order market model

机译:限价订单市场中的确切Hurst指数和交叉行为   模型

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摘要

An exclusion particle model is considered as a highly simplified model of alimit order market. Its price behavior reproduces the well known crossover fromover-diffusion (Hurst exponent H>1/2) to diffusion (H=1/2) when the timehorizon is increased, provided that orders are allowed to be canceled. Forearly times a mapping to the totally asymmetric exclusion process yields theexact result H=2/3 which is in good agreement with empirical data. Theunderlying universality class of the exclusion process suggests some robustnessof the exponent with respect to changes in the trading rules. In the crossoverregime the Hurst plot has a scaling property where the bulkdeposition/cancellation rate is the critical parameter. Analytical results arefully supported by numerical simulations.
机译:排除粒子模型被认为是限价订单市场的高度简化模型。如果允许取消订单,则其价格行为会在增加时间范围时重现众所周知的从过度扩散(Hurst指数H> 1/2)到扩散(H = 1/2)的交叉。以前,映射到完全不对称的排除过程会产生精确的结果H = 2/3,与经验数据非常吻合。排除过程的潜在普遍性类别表明指数在交易规则变化方面具有一定的鲁棒性。在交叉体制下,赫斯特图具有缩放特性,其中本体沉积/取消速率是关键参数。数值模拟完全支持分析结果。

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