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 |
|---|---|---|---|---|
| 2006-08-01 | Europhysics Letters (EPL) |