6533b860fe1ef96bd12c2ea6
RESEARCH PRODUCT
Multi-agent-based Order Book Model of financial markets
Sebastian GolkeWolfgang PaulTobias PreisJohannes J. Schneidersubject
Hurst exponentStylized factOrder (exchange)Financial marketEconometricsOrder bookEconomicsGeneral Physics and AstronomyAsset (economics)Market trendOrder typedescription
We introduce a simple model for simulating financial markets, based on an order book, in which several agents trade one asset at a virtual exchange continuously. For a stationary market the structure of the model, the order flow rates of the different kinds of order types and the used price time priority matching algorithm produce only a diffusive price behavior. We show that a market trend, i.e. an asymmetric order flow of any type, leads to a non-trivial Hurst exponent for the price development, but not to "fat-tailed" return distributions. When one additionally couples the order entry depth to the prevailing trend, also the stylized empirical fact of "fat tails" can be reproduced by our Order Book Model.
year | journal | country | edition | language |
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2006-08-01 | Europhysics Letters (EPL) |