Multi-agent-based Order Book Model of financial markets
Tobias Preis, Sebastian Golke, Wolfgang Paul, and Johannes J. Schneider Europhysics Letters 75, 510-516 (2006) — 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. 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.
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Selected Publications in Econophysics and Interdisciplinary Physics in 2005
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Tedeschi A., De Martino A. & Giardina I., Coordination, intermittency and trends in generalized minority games, Physica A 358, 529-544 (2005)
Anteneodo C., Non-extensive random walks, Physica A 358, 289-298 (2005)
Sornette D. & Zhou W.-X., Non-parametric determination of real-time lag structure between two time series: The 'optimal thermal causal path' method, Quantitative Finance 5, 577-591 (2005)
Matia K. & Yamasaki K., Statistical properties of demand fluctuation in the financial market, Quantitative Finance 5, 513-517 (2005)
Plerou V., Gopikrishnan P. & Stanley H.E., Two phase behaviour and the distribution of volume, Quantitative Finance 5, 519-521 (2005)
Munoz-Diosdado A., Guzman-Vargas L., Ramirez-Rojas A., Del Rio-Correa J.L. & Angulo-Brown F., Some cases of crossover behavior in heart interbeat and electroseismic time series, Fractals 13, 253-263 (2005)
Hung S.-S., Kuo T.-C. & Liu D.S.-M., An efficient clustering algorithm for patterns placement in walkthrough system, Journal of Intelligent Manufacturing 16, 587-597 (2005)
Ferreira F.F., De Oliveira V.M., Crepaldi A.F. & Campos P.R.A., Agent-based model with heterogeneous fundamental prices, Physica A 357, 534-542 (2005)
Yook S.H. & De Menezes M.A., Fluctuation of incoming flux with multiplicative noise on a scale-free network, Europhysics Letters 72, 541-547 (2005)
Cajueiro D.O. & Tabak B.M., The rescaled variance statistic and the determination of the Hurst exponent, Mathematics and Computers in Simulation 70, 172-179 (2005)
Wang S. & Zhang C., Price formation based on particle-cluster aggregation, International Journal of Modern Physics C 16, 1803-1810 (2005)
Montero M., Perello J., Masoliver J., Lillo F., Micciche S. & Mantegna R.N., Scaling and data collapse for the mean exit time of asset prices, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 72, 056101 (2005)
Velupillai K.V., The unreasonable ineffectiveness of mathematics in economics, Cambridge Journal of Economics 29, 849-872 (2005)
Chakraborti A. & Santhanam M.S., Financial and other spatio-temporal time series: Long-range correlations and spectral properties, International Journal of Modern Physics C 16, 1733-1743 (2005)
Gordon M.B., Nadal J.-P., Phan D. & Vannimenus J., Seller's dilemma due to social interactions between customers, Physica A 356, 628-640 (2005)
Repetowicz P., Hutzler S. & Richmond P., Dynamics of money and income distributions, Physica A 356, 641-654 (2005)
Norouzzadeh P. & Jafari G.R., Application of multifractal measures to Tehran price index, Physica A 356, 609-627 (2005)
Laguna M.F., Gusman S.R. & Iglesias J.R., Economic exchanges in a stratified society: End of the middle class?, Physica A 356, 107-113 (2005)
McDonald M., Suleman O., Williams S., Howison S. & Johnson N.F., Detecting a currency's dominance or dependence using foreign exchange network trees, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 72, 046106 (2005)
Bartolozzi M., Leinweber D.B. & Thomas A.W., Stochastic opinion formation in scale-free networks, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 72, 046113 (2005)
Kim D.-H. & Jeong H., Systematic analysis of group identification in stock markets, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 72, 046133 (2005)
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Jaroszewicz S., Mariani M.C. & Ferraro M., Long correlations and truncated Levy walks applied to the study Latin-American market indices, Physica A 355, 461-474 (2005)
Wei Y. & Huang D., Multifractal analysis of SSEC in Chinese stock market: A different empirical result from Heng Seng index, Physica A 355, 497-508 (2005)
Turiel A. & Perez-Vicente C.J., Role of multifractal sources in the analysis of stock market time series, Physica A 355, 475-496 (2005)
Galla T., Statistical mechanics of dilute batch minority games with random external information, Journal of Statistical Mechanics , 15-36 (2005)
Hawkins R.J., Frieden B.R. & D'Anna J.L., Ab initio yield curve dynamics, Physics Letters, Section A 344, 317-323 (2005)
Simonsen I., Volatility of power markets, Physica A 355, 10-20 (2005)
Di Matteo T., Aste T., Hyde S.T. & Ramsden S., Interest rates hierarchical structure, Physica A 355, 21-33 (2005)
Garlaschelli D. & Loffredo M.I., Structure and evolution of the world trade network, Physica A 355, 138-144 (2005)
Palatella L., Perello J., Montero M. & Masoliver J., Diffusion Entropy technique applied to the study of the market activity, Physica A 355, 131-137 (2005)
Bermin H.-P., Kohatsu-Higa A. & Perello J., Hints for an extension of the early exercise premium formula for American options, Physica A 355, 152-157 (2005)
Bartolozzi M., Drozdz S., Leinweber D.B., Speth J. & Thomas A.W., Self-similar log-periodic structures in western stock markets from 2000, International Journal of Modern Physics C 16, 1347-1361 (2005)
Garcia R., Uses of agent-based modeling in innovation/new product development research, Journal of Product Innovation Management 22, 380-398 (2005)
Maslov V.P., Nonlinear averages in economics, Mathematical Notes 78, 347-363 (2005)
McCauley J.L., Making dynamic modeling effective in economics, Physica A 355, 1-9 (2005)
Dindo P., A tractable evolutionary model for the Minority Game with asymmetric payoffs, Physica A 355, 110-118 (2005)
Sazuka N., Non-linear logit models for high-frequency data analysis, Physica A 355, 183-189 (2005)
Raberto M. & Cincotti S., Modeling and simulation of a double auction artificial financial market, Physica A 355, 34-45 (2005)
Frieden B.R. & Gatenby R.A., Power laws of complex systems from extreme physical information, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 72, 036101 (2005)
Ormerod P., Complexity and the limits to knowledge, Futures 37, 721-728 (2005)
Bordley R.F., Econophysics and individual choice, Physica A 354, 479-495 (2005)
Wang S. & Zhang C., Microscopic model of financial markets based on belief propagation, Physica A 354, 496-504 (2005)
Coronel-Brizio H.F. & Hernandez-Montoya A.R., On fitting the Pareto-Levy distribution to stock market index data: Selecting a suitable cutoff value, Physica A 354, 437-449 (2005)
Telesca L., Lapenna V. & MacChiato M., Multifractal fluctuations in seismic interspike series, Physica A 354, 629-640 (2005)
Cross R., Grinfeld M., Lamba H. & Seaman T., A threshold model of investor psychology, Physica A 354, 463-478 (2005)
Kitt R. & Kalda J., Scaling analysis of multi-variate intermittent time series, Physica A 353, 480-492 (2005)
Strozzi F. & Zaldivar J.M., Non-linear forecasting in high-frequency financial time series, Physica A 353, 463-479 (2005)
Zhou W.-X. & Yuan W.-K., Inverse statistics in stock markets: Universality and idiosyncracy, Physica A 353, 433-444 (2005)
Coelho R., Neda Z., Ramasco J.J. & Santos A.M., A family-network model for wealth distribution in societies, Physica A 353, 515-528 (2005)
Takaishi T., Simulations of financial markets in a Potts-like model, International Journal of Modern Physics C 16, 1311-1317 (2005)
Dremin I.M. & Leonidov A.V., On distribution of number of trades in different time windows in the stock market, Physica A 353, 388-402 (2005)
Das A. & Yarlagadda S., An analytic treatment of the Gibbs-Pareto behavior in wealth distribution, Physica A 353, 529-538 (2005)
Groot R.D., Levy distribution and long correlation times in supermarket sales, Physica A 353, 501-514 (2005)
Chatterjee A., Chakrabarti B.K. & Stinchcombe R.B., Master equation for a kinetic model of a trading market and its analytic solution, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 72, 026126 (2005)
Queiros S.M.D., On the emergence of a generalised Gamma distribution. Application to traded volume in financial markets, Europhysics Letters 71, 339-345 (2005)
Yan C., Zhang J.W., Zhang Y. & Tang Y.N., Power-law properties of Chinese stock market, Physica A 353, 425-432 (2005)
Anteneodo C. & Riera R., Additive-multiplicative stochastic models of financial mean-reverting processes, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 72, 026106 (2005)
Zhong L.-X., Zheng D.-F., Zheng B. & Hui P.M., Effects of contrarians in the minority game, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 72, 026134 (2005)
Weber P. & Rosenow B., Order book approach to price impact, Quantitative Finance 5, 357-364 (2005)
Malevergne Y., Pisarenko V. & Sornette, Empirical distributions of stock returns: Between the stretched exponential and the power law?, Quantitative Finance 5, 379-401 (2005)
Lim M. & Coggins R., The immediate price impact of trades on the Australian stock exchange, Quantitative Finance 5, 365-377 (2005)
Berardi L. & Serva M., Time and foreign exchange markets, Physica A 353, 403-412 (2005)
Melnyk S.S., Usatenko O.V., Yampol'skii V.A. & Golick V.A., Competition between two kinds of correlations in literary texts, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 72, 026140 (2005)
Tumminello M., Aste T., Di Matteo T. & Mantegna R.N., A tool for filtering information in complex systems, Proceedings of the National Academy of Sciences of the United States of America 102, 10421-10426 (2005)
Batten J.A., Ellis C.A. & Hogan W.P., Decomposing intraday dependence in currency markets: Evidence from the AUD/USD spot market, Physica A 352, 558-572 (2005)
Linden M., Estimating the distribution of volatility of realized stock returns and exchange rate changes, Physica A 352, 573-583 (2005)
Cordier S., Pareschi L. & Toscani G., On a kinetic model for a simple market economy, Journal of Statistical Physics 120, 253-277 (2005)
Yamasaki K., Muchnik L., Havlin S., Bunde A. & Stanley H.E., Scaling and memory in volatility return intervals in financial markets, Proceedings of the National Academy of Sciences of the United States of America 102, 9424-9428 (2005)
Da Silva S., Matsushita R., Gleria I., Figueiredo A. & Rathie P., International finance, Levy distributions & the econophysics of exchange rates, Communications in Nonlinear Science and Numerical Simulation 10, 365-393 (2005)
Bonanno G. & Spagnolo B., Escape times in stock markets, Fluctuation and Noise Letters 5, - (2005)
Westerhoff F.H., Consumer behavior and fluctuations in economic activity, Advances in Complex Systems 8, 209-215 (2005)
Wong K.Y.M., Lim S.W. & Gao Z., Effects of diversity on multiagent systems: Minority games, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 71, 066103 (2005)
Lillo F. & Farmer J.D., The key role of liquidity fluctuations in determining large price changes, Fluctuation and Noise Letters 5, - (2005)
Bouchaud J.-P., The subtle nature of financial random walks, Chaos 15, 1-10 (2005)
Durlauf S.N., Complexity and empirical economics, Economic Journal 115, - (2005)
Shubik M., A double auction market: Teaching, experiment & theory, Simulation and Gaming 36, 166-182 (2005)
Schulz B.M., Trimper S. & Schulz M., Feedback-controlled diffusion: From self-trapping to true self-avoiding walks, Physics Letters, Section A 339, 224-231 (2005)
Sadtchenko K., The pyramidal life cycle of economic structures, Physica A 350, 475-486 (2005)
Bartolozzi M., Leinweber D.B. & Thomas A.W., Self-organized criticality and stock market dynamics: An empirical study, Physica A 350, 451-465 (2005)
Groot R.D. & Musters P.A.D., Minority Game of price promotions in fast moving consumer goods markets, Physica A 350, 533-547 (2005)
Li M., Fan Y., Chen J., Gao L., Di Z. & Wu J., Weighted networks of scientific communication: The measurement and topological role of weight, Physica A 350, 643-656 (2005)
Garlaschelli D., Battiston S., Castri M., Servedio V.D.P. & Caldarelli G., The scale-free topology of market investments, Physica A 350, 491-499 (2005)
Fedotov S. & Tan A., Long memory stochastic volatility in option pricing, International Journal of Theoretical and Applied Finance 8, 381-392 (2005)
Zhou T. & Wang B.-H., Catastrophes in scale-free networks, Chinese Physics Letters 22, 1072-1075 (2005)
Kaulakys B., Gontis V. & Alaburda M., Point process model of 1/f noise vs a sum of Lorentzians, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 71, 051105 (2005)
Ishikawa A., Pareto law and Pareto index in the income distribution of Japanese companies, Physica A 349, 597-608 (2005)
Westerhoff F. & Reitz S., Commodity price dynamics and the nonlinear market impact of technical traders: Empirical evidence for the US corn market, Physica A 349, 641-648 (2005)
Krawiecki A., Microscopic spin model for the stock market with attractor bubbling and heterogeneous agents, International Journal of Modern Physics C 16, 549-559 (2005)
Gatti D.D., Di Guilmi C., Gaffeo E., Giulioni G., Gallegati M. & Palestrini A., A new approach to business fluctuations: Heterogeneous interacting agents, scaling laws and financial fragility, Journal of Economic Behavior and Organization 56, 489-512 (2005)
Telesca L., Colangelo G., Lapenna V. & Macchiato M., Fractal approaches in investigating the time dynamics of self-potential hourly variability, International Journal of Earth Sciences 94, 285-300 (2005)
Zhou T., Yan G. & Wang B.-H., Maximal planar networks with large clustering coefficient and power-law degree distribution, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 71, 046141 (2005)
Lo C.F., Exact solutions of nonlinear Fokker-Planck equations of the Desai-Zwanzig type, Physics Letters, Section A 336, 141-144 (2005)
Fort H. & Perez N., Economic demography in fuzzy spatial dilemmas and power laws, European Physical Journal B 44, 109-113 (2005)
Platkowski T. & Ramsza M., Multimarket minority game, Advances in Complex Systems 8, 65-74 (2005)
Ebrahim Fouladvand M. & Darooneh A.H., Premium forecasting of an insurance company: Automobile insurance, International Journal of Modern Physics C 16, 377-387 (2005)
Duarte Queiros S.M. & Tsallis C., Bridging a paradigmatic financial model and nonextensive entropy, Europhysics Letters 69, 893-899 (2005)
Wright I., The social architecture of capitalism, Physica A 346, 589-620 (2005)
Bertram W.K., A threshold model for Australian Stock Exchange equities, Physica A 346, 561-576 (2005)
Broekstra G., Sornette D. & Zhou W.-X., Bubble, critical zone and the crash of Royal Ahold, Physica A 346, 529-560 (2005)
Koverda V.P. & Skokov V.N., The origin of 1/f fluctuations and scale transformations of time series at nonequilibrium phase transitions, Physica A 346, 203-216 (2005)
Farmer J.D., Patelli P. & Zovko I.I., The predictive power of zero intelligence in financial markets, Proceedings of the National Academy of Sciences of the United States of America 102, 2254-2259 (2005)
Aste T., Di Matteo T. & Hyde S.T., Complex networks on hyperbolic surfaces, Physica A 346, 20-26 (2005)
Hayward S., The role of heterogeneous agents' past and forward time horizons in formulating computational models, Computational Economics 25, 25-40 (2005)
Hetland M.L. & Saetrom P., Evolutionary rule mining in time series databases, Machine Learning 58, 107-125 (2005)
Boginski V., Butenko S. & Pardalos P.M., Statistical analysis of financial networks, Computational Statistics and Data Analysis 48, 431-443 (2005)
Yan G., Zhou T., Wang J., Fu Z.-Q. & Wang B.-H., Epidemic spread in weighted scale-free networks, Chinese Physics Letters 22, 510-513 (2005)
Murtagh F., Identifying the ultrametricity of time series, European Physical Journal B 43, 573-579 (2005)
Eisler Z., Kertesz J., Yook S.-H. & Barabasi A.-L., Multiscaling and non-universality in fluctuations of driven complex systems, Europhysics Letters 69, 664-670 (2005)
Kitt R. & Kalda J., Properties of low-variability periods in financial time series, Physica A 345, 622-634 (2005)
Hohnisch M., Pittnauer S., Solomon S. & Stauffer D., Socioeconomic interaction and swings in business confidence indicators, Physica A 345, 646-656 (2005)
Wright I., The duration of recessions follows an exponential not a power law, Physica A 345, 608-610 (2005)
Ferreira F.F. & Marsili M., Real payoffs and virtual trading in agent based market models, Physica A 345, 657-675 (2005)
Cajueiro D.O. & Tabak B.M., Possible causes of long-range dependence in the Brazilian stock market, Physica A 345, 635-645 (2005)
Wang P., Wang S.-J. & Zhang H., Generalized Fokker-Planck equation with time-dependent transport coefficients and a quadratic potential: Its application in econophysics, Chinese Physics Letters 22, 5-8 (2005)
Piotrowski E.W. & Sladkowski J., Quantum diffusion of prices and profits, Physica A 345, 185-195 (2005)
Darooneh A.H., Nonlife insurance pricing: Statistical mechanics viewpoint, International Journal of Modern Physics C 16, 167-175 (2005)
Chen Z., Hu K., Carpena P., Bernaola-Galvan P., Stanley H.E. & Ivanov P.Ch., Effect of nonlinear filters on detrended fluctuation analysis, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 71, 011104 (2005)
Frey E. & Kroy K., Brownian motion: A paradigm of soft matter and biological physics, Annalen der Physik (Leipzig) 14, 20-50 (2005)
Karuppiah J. & Los C.A., Wavelet multiresolution analysis of high-frequency Asian FX rates, Summer 1997, International Review of Financial Analysis 14, 211-246 (2005)
Basalto N., Bellotti R., De Carlo F., Facchi P. & Pascazio S., Clustering stock market companies via chaotic map synchronization, Physica A 345, 196-206 (2005)
Narasimhan S.L., Nathan J.A. & Murthy K.P.N., Can coarse-graining introduce long-range correlations in a symbolic sequence?, Europhysics Letters 69, 22-28 (2005)