Dynamical Trading Mechanisms in Limit Order Markets

IF 0.3 Q4 BUSINESS, FINANCE
Shilei Wang
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引用次数: 0

Abstract

This work's main purpose is to understand the price dynamics in a generic limit order market, and illustrate a dynamical trading mechanism that can be applied to explore its market microstructure. First and foremost, we capture the iterative nature of the limit order market, and quantitatively identify its capacities as a means to develop switching schemes for the appearances of different sorts of traders. After formally introducing a dynamical trading system to replace the complex limit order market, we then study trading processes in that trading system from both deterministic and stochastic perspectives, in the purpose of recognizing conditions of general instability and stochastic stability in the trading system. In the final part of this work, the dynamics of the spread and mid-price in a controlled trading system will be investigated, which fairly serves to verify the robustness of stochastic stability appearing in an uncontrolled trading system.
限价订单市场中的动态交易机制
本工作的主要目的是了解一般限价单市场的价格动态,并说明一种动态交易机制,可以应用于探索其市场微观结构。首先,我们捕捉到限价单市场的迭代性质,并定量地确定其能力,作为开发不同类型交易者外观的切换方案的手段。在正式引入动态交易系统来取代复杂的限价单市场之后,我们从确定性和随机两个角度研究了该交易系统中的交易过程,目的是识别交易系统中的一般不稳定和随机稳定条件。在本工作的最后一部分,将研究受控交易系统中价差和中间价格的动态,这相当有助于验证随机稳定性在不受控制的交易系统中出现的鲁棒性。
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来源期刊
Algorithmic Finance
Algorithmic Finance BUSINESS, FINANCE-
CiteScore
0.40
自引率
0.00%
发文量
6
期刊介绍: Algorithmic Finance is both a nascent field of study and a new high-quality academic research journal that seeks to bridge computer science and finance. It covers such applications as: High frequency and algorithmic trading Statistical arbitrage strategies Momentum and other algorithmic portfolio management Machine learning and computational financial intelligence Agent-based finance Complexity and market efficiency Algorithmic analysis of derivatives valuation Behavioral finance and investor heuristics and algorithms Applications of quantum computation to finance News analytics and automated textual analysis.
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