Particle-scale modelling of financial price dynamics

被引:4
作者
Liu, David [1 ]
机构
[1] Xian Jiaotong Liverpool Univ, Dept Math Sci, SIP, Suzhou 215123, Peoples R China
来源
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION | 2017年 / 43卷
关键词
Financial Brownian Particle; Order book; Financial market modelling; Discrete particle model; Molecular dynamics; LIMIT ORDER BOOK; EMPIRICAL-ANALYSIS; TRADING VOLUME; STOCK-PRICES; MARKET; IMPACT; FLUCTUATIONS; TRADES; FLOW;
D O I
10.1016/j.cnsns.2016.07.011
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper proposes a particle-based computational framework for modeling of financial price dynamics, which is an extension of the recent empirical work of Financial Brownian Particle (FBP), and discretizes and solves the Langevin equation that is the continuum representation of a financial market. The framework enables us to simulate the limit order book of the USD/JPY exchange rates. The research yields results that are in good agreement with the published empirical results. Our framework of modelling financial prices is of multidisciplinary nature, and can bridge the fields of empirical studies of financial order books, particle dynamics simulation, and modelling of financial market. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:282 / 295
页数:14
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