Quick search Find article
Quick search
Find article

Multi-agent-based Order Book Model of financial markets

T. Preis, S. Golke, W. Paul and J. J. Schneider

Show affiliations


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.


PACS

05.10.Ln Monte Carlo methods

02.50.Ey Stochastic processes

89.65.Gh Economics; econophysics, financial markets, business and management

Subjects

Computational physics

Statistical physics and nonlinear systems

Dates

Issue 3 (August 2006)

Received 16 May 2006, accepted for publication 20 June 2006

Published 5 July 2006



  1. Multi-agent-based Order Book Model of financial markets

    T. Preis et al 2006 Europhys. Lett. 75 510

  2. Target Selection for SETI. II. Tycho-2 Dwarfs, Old Open Clusters, and the Nearest 100 Stars

    Margaret C. Turnbull and Jill C. Tarter 2003 ApJS 149 423

  3. Cosmic clocks, cosmic variance and cosmic averages

    David L Wiltshire 2007 New J. Phys. 9 377

  4. Dangerous climate change and the importance of adaptation for the Arctic's Inuit population

    James D Ford 2009 Environ. Res. Lett. 4 024006

  5. Aerosol climate effects and air quality impacts from 1980 to 2030

    Surabi Menon et al 2008 Environ. Res. Lett. 3 024004

  6. An initial analysis of options for a UK feed-in tariff for photovoltaic energy, from an array owner's viewpoint

    Steve Plater 2009 Environ. Res. Lett. 4 044004

  7. Mode selectivity with polarization shaping in the mid-IR

    David B Strasfeld et al 2009 New J. Phys. 11 105046

  8. On the dimensionality of spacetime

    Max Tegmark 1997 Class. Quantum Grav. 14 L69

  9. Structure and stability of two-dimensional Bose–Einstein condensates under both harmonic and lattice confinement

    K J H Law et al 2008 J. Phys. B: At. Mol. Opt. Phys. 41 195303

  10. Visualizing a silicon quantum computer

    Barry C Sanders et al 2008 New J. Phys. 10 125005

View by subject




Export








Please login to access our web services, or create an account if you don't yet have one.

You must have cookies enabled in your web browser to be able to login.

Username
Password

Forgotten your password? Get a new one here.