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 2006
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Patanarapeelert K., Frank T.D., Friedrich R., Beek P.J. & Tang I.M., A data analysis method for identifying deterministic components of stable and unstable time-delayed systems with colored noise, Physics Letters, Section A 360, 190-198 (2006)
Takeda K., Uda S. & Kabashima Y., Analysis of CDMA systems that are characterized by eigenvalue spectrum, Europhysics Letters 76, 1193-1199 (2006)
Apostolov S.S., Mayzelis Z.A., Usatenko O.V. & Yampol'skii V.A., Equivalence of the Markov chains and two-sided symbolic sequences, Europhysics Letters 76, 1015-1021 (2006)
Chatterjee A. & Chakrabarti B.K., Kinetic market models with single commodity having price fluctuations, European Physical Journal B 54, 399-404 (2006)
Kim K., Kim S.Y., Lee M. & Yum M.-K., Hurst exponents in futures exchange markets, International Journal of Modern Physics C 17, 1831-1838 (2006)
Thomas K. & Dia H., Comparative evaluation of freeway incident detection models using field data, IEE Proceedings 153, - (2006)
Challet D., News and price returns from threshold behaviour and vice-versa: Exact solution of an agent-based market model, Journal of Physics A 39, 001 (2006)
Melnyk S.S., Usatenko O.V., Yampol'skii V.A., Apostolov S.S. & Maiselis Z.A., Memory functions and correlations in additive binary Markov chains, Journal of Physics A 39, 004 (2006)
Sousa T. & Domingos T., Equilibrium econophysics: A unified formalism for neoclassical economics and equilibrium thermodynamics, Physica A 371, 492-512 (2006)
Aiba Y. & Hatano N., A microscopic model of triangular arbitrage, Physica A 371, 572-584 (2006)
Villarroel J., Valuation of stochastic interest rate securities with time-dependent variance, Physica A 371, 513-524 (2006)
Ishikawa A., Annual change of Pareto index dynamically deduced from the law of detailed quasi-balance, Physica A 371, 525-535 (2006)
Ren F., Zheng B., Qiu T. & Trimper S., Score-dependent payoffs and Minority Games, Physica A 371, 649-657 (2006)
Muniandy S.V. & Uning R., Characterization of exchange rate regimes based on scaling and correlation properties of volatility for ASEAN-5 countries, Physica A 371, 585-598 (2006)
Burda Z., Gorlich A.T. & Waclaw B., Spectral properties of empirical covariance matrices for data with power-law tails, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 74, 041129 (2006)
Fuentes M.A., Kuperman M. & Iglesias J.R., Living in an irrational society: Wealth distribution with correlations between risk and expected profits, Physica A 371, 112-117 (2006)
Tuncay C., Stock mechanics: A general theory and method of energy conservation with applications on DJIA, International Journal of Modern Physics C 17, 1679-1690 (2006)
Huang Z.-G., Wu Z.-X., Guan J.-Y. & Wang Y.-H., Memory-based Boolean game and self-organized phenomena on networks, Chinese Physics Letters 23, 065 (2006)
Yuan B. & Chen K., Impact of investor's varying risk aversion on the dynamics of asset price fluctuations, Journal of Economic Interaction and Coordination 1, 189-214 (2006)
Moyano L.G., de Souza J. & Duarte Queiros S.M., Multi-fractal structure of traded volume in financial markets, Physica A 371, 118-121 (2006)
Boginski V., Butenko S. & Pardalos P.M., Mining market data: A network approach, Computers and Operations Research 33, 3171-3184 (2006)
Donangelo R., Jensen M.H., Simonsen I. & Sneppen K., Synchronization model for stock market asymmetry, Journal of Statistical Mechanics , L11001 (2006)
Perello J., Montero M., Palatella L., Simonsen I. & Masoliver J., Entropy of the Nordic electricity market: Anomalous scaling, spikes & mean-reversion, Journal of Statistical Mechanics , P11011 (2006)
De Martino A. & Marsili M., Statistical mechanics of socio-economic systems with heterogeneous agents, Journal of Physics A 39, R01 (2006)
Ren F., Zheng B., Qiu T. & Trimper S., Minority games with score-dependent and agent-dependent payoffs, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 74, 041111 (2006)
Sornette D. & Zhou W.-X., Importance of positive feedbacks and overconfidence in a self-fulfilling Ising model of financial markets, Physica A 370, 704-726 (2006)
Gomes O., Routes to chaos in macroeconomic theory, Journal of Economic Studies 33, 437-468 (2006)
Travieso G. & Da Fontoura Costa L., Spread of opinions and proportional voting, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 74, 036112 (2006)
Gallegati M., Keen S., Lux T. & Ormerod P., Worrying trends in econophysics, Physica A 370, 1-6 (2006)
Bartolozzi M., Leinweber D.B. & Thomas A.W., Scale-free avalanche dynamics in the stock market, Physica A 370, 132-139 (2006)
Banerjee A., Yakovenko V.M. & Di Matteo T., A study of the personal income distribution in Australia, Physica A 370, 54-59 (2006)
Aste T. & Di Matteo T., Dynamical networks from correlations, Physica A 370, 156-161 (2006)
Johansen A., Simonsen I. & Jensen M.H., Optimal investment horizons for stocks and markets, Physica A 370, 64-67 (2006)
Sherrington D., The minority game: A statistical physics perspective, Physica A 370, 7-11 (2006)
Scalas E., Gallegati M., Guerci E., Mas D. & Tedeschi A., Growth and allocation of resources in economics: The agent-based approach, Physica A 370, 86-90 (2006)
Tibely G., Onnela J.-P., Saramaki J., Kaski K. & Kertesz J., Spectrum, intensity and coherence in weighted networks of a financial market, Physica A 370, 145-150 (2006)
Alfi V., Coccetti F., Marotta M., Pietronero L. & Takayasu M., Hidden forces and fluctuations from moving averages: A test study, Physica A 370, 30-37 (2006)
Marsili M. & Raffaelli G., Risk bubbles and market instability, Physica A 370, 18-22 (2006)
Dong L.-R., A heterogeneous agent herding model with time and space effect, Chinese Physics Letters 23, 067 (2006)
Takayasu M., Mizuno T. & Takayasu H., Potential force observed in market dynamics, Physica A 370, 91-97 (2006)
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Gillemot L., Farmer J.D. & Lillo F., There's more to volatility than volume, Quantitative Finance 6, 371-384 (2006)
Bacry E., Kozhemyak A. & Muzy J.-F., Are asset return tail estimations related to volatility long-range correlations?, Physica A 370, 119-126 (2006)
Namazi A. & Schadschneider A., Statistical properties of online auctions, International Journal of Modern Physics C 17, 1485-1493 (2006)
Bonanno G., Valenti D. & Spagnolo B., Role of noise in a market model with stochastic volatility, European Physical Journal B 53, 405-409 (2006)
In F. & Kim S., Multiscale hedge ratio between the Australian stock and futures markets: Evidence from wavelet analysis, Journal of Multinational Financial Management 16, 411-423 (2006)
Patriarca M., Chakraborti A. & Germano G., Influence of saving propensity on the power-law tail of the wealth distribution, Physica A 369, 723-736 (2006)
Naumis G.G., del Castillo-Mussot M., Perez L.A. & Vazquez G.J., Phase transition and diffusivity in social hierarchies with attractive sites, Physica A 369, 789-798 (2006)
Bassler K.E., Gunaratne G.H. & McCauley J.L., Markov processes, Hurst exponents & nonlinear diffusion equations: With application to finance, Physica A 369, 343-353 (2006)
Sato A.-H., Frequency analysis of tick quotes on foreign currency markets and the double-threshold agent model, Physica A 369, 753-764 (2006)
Jo H.-H., Jung W.-S. & Moon H.-T., Dynamics of helping behavior and networks in a small world, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 74, 026120 (2006)
Giordano M. & Mannella R., A brief analysis of may 2004 crash in the Indian market, Fluctuation and Noise Letters 6, - (2006)
Hu M.-B., Wang W.-X., Jiang R., Wu Q.-S., Wang B.-H. & Wu Y.-H., A unified framework for the pareto law and Matthew effect using scale-free networks, European Physical Journal B 53, 273-277 (2006)
Assaf A., Dependence and mean reversion in stock prices: The case of the MENA region, Research in International Business and Finance 20, 286-304 (2006)
Scalas E., Garibaldi U. & Donadio S., Statistical equilibrium in simple exchange games I : Methods of solution and application to the Bennati-Dragulescu-Yakovenko (BDY) game, European Physical Journal B 53, 267-272 (2006)
Jin H. & Lu J.Z., Origins of the multifractality in Shanghai Stock Market, Nuovo Cimento della Societa Italiana di Fisica B 121, 987-994 (2006)
Katz J.S., Indicators for complex innovation systems, Research Policy 35, 893-909 (2006)
Matsuba I., Takahashi H. & Wakasa S., Stochastically equivalent dynamical system approach to nonlinear deterministic prediction, International Journal of Bifurcation and Chaos 16, 2721-2728 (2006)
Telesca L. & Lapenna V., Measuring multifractality in seismic sequences, Tectonophysics 423, 115-123 (2006)
Bischi G.-I., Gallegati M., Gardini L., Leombruni R. & Palestrini A., Herd behavior and nonfundamental asset price fluctuations in financial markets, Macroeconomic Dynamics 10, 502-528 (2006)
Lee S.H. & Jeong H., Effects of substrate network topologies on competition dynamics, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 74, 026118 (2006)
Leontitsis A. & Vorlow C.E., Accounting for outliers and calendar effects in surrogate simulations of stock return sequences, Physica A 368, 522-530 (2006)
Mohanty P.K., Generic features of the wealth distribution in ideal-gas-like markets, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 74, 011117 (2006)
Ichinomiya T., Power-law distribution in Japanese racetrack betting, Physica A 368, 207-213 (2006)
Piotrowski E.W., Schroeder M. & Zambrzycka A., Quantum extension of European option pricing based on the Ornstein-Uhlenbeck process, Physica A 368, 176-182 (2006)
Pan H., Sornette D. & Kortanek K., Intelligent finance - An emerging direction, Quantitative Finance 6, 273-277 (2006)
Sato A.-H. & Oshiro J., Quantifying similarity between markets with application to high frequency financial data, Journal of the Physical Society of Japan 75, 084005 (2006)
Raffaelli G. & Marsili M., Dynamic instability in a phenomenological model of correlated assets, Journal of Statistical Mechanics , L08001 (2006)
Pareschi L. & Toscani G., Self-similarity and power-like tails in nonconservative kinetic models, Journal of Statistical Physics 124, 747-779 (2006)
Preis T., Golke S., Paul W. & Schneider J.J., Multi-agent-based Order Book Model of financial markets, Europhysics Letters 75, 510-516 (2006)
Cajueiro D.O. & De Camargo R.S., Minority game with local interactions due to the presence of herding behavior, Physics Letters, Section A 355, 280-284 (2006)
Jun W.C., Oh G. & Kim S., Understanding volatility correlation behavior with a magnitude cross-correlation function, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 73, 066128 (2006)
Ohkubo J., Yasuda M. & Tanaka K., Replica analysis of preferential urn model, Journal of the Physical Society of Japan 75, 074802 (2006)
Reikard G.E., Simultaneity and non-linear variability in financial markets: Simulation and forecasting, Applied Stochastic Models in Business and Industry 22, 371-383 (2006)
Weber P. & Rosenow B., Large stock price changes: Volume or liquidity?, Quantitative Finance 6, 7-14 (2006)
Bartolozzi M., Leinweber D.B. & Thomas A.W., Symbiosis in the Bak-Sneppen model for biological evolution with economic applications, Physica A 365, 499-508 (2006)
Alvarez-Ramirez J. & Rodriguez E., Scaling properties of marathon races, Physica A 365, 509-520 (2006)
Yang I. & Kahng B., Bidding process in online auctions and winning strategy: Rate equation approach, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 73, 067101 (2006)
Ball P., Culture crash, Nature 441, 686-688 (2006)
Bagarello F., An operatorial approach to stock markets, Journal of Physics A 39, 6823-6840 (2006)
Stanley H.E., Gabaix X., Gopikrishnan P. & Plerou V., Economic fluctuations and statistical physics: The puzzle of large fluctuations, Nonlinear Dynamics 44, 329-340 (2006)
Johnson N.F., Smith D.M.D. & Hui P.M., Multi-agent complex systems and many-body physics, Europhysics Letters 74, 923-929 (2006)
Jafari G.R., Movahed M.S., Fazeli S.M., Reza Rahimi Tabar M. & Masoudi S.F., Level crossing analysis of the stock markets, Journal of Statistical Mechanics , P06008 (2006)
Mostardinha P., Durana E.J. & Vistulo De Abreu F., The econophysics in the Euromillions lottery, European Journal of Physics 27, 675-684 (2006)
Ishikawa A., Pareto index induced from the scale of companies, Physica A 363, 367-376 (2006)
Yang J.-S., Chae S., Jung W.-S. & Moon H.-T., Microscopic spin model for the dynamics of the return distribution of the Korean stock market index, Physica A 363, 377-382 (2006)
Dahui W., Li Z. & Zengru D., Bipartite producer-consumer networks and the size distribution of firms, Physica A 363, 359-366 (2006)
Casillas L., Espinosa F.J., Huerta-Quintanilla R. & Rodriguez-Achach M., Condensation in an economic model with brand competition, International Journal of Modern Physics C 17, 749-756 (2006)
Aoki M. & Yoshikawa H., Stock prices and the real economy: Power law versus exponential distributions, Journal of Economic Interaction and Coordination 1, 45-73 (2006)
Ellis C., The mis-specification of the expected rescaled adjusted range, Physica A 363, 469-476 (2006)
Decamps M., De Schepper A. & Goovaerts M., A path integral approach to asset-liability management, Physica A 363, 404-416 (2006)
Eisler Z. & Kertesz J., Size matters: Some stylized facts of the stock market revisited, European Physical Journal B 51, 145-154 (2006)
Wohlmuth J. & Andersen J.V., Modelling financial markets with agents competing on different time scales and with different amount of information, Physica A 363, 459-468 (2006)
Alejandro-Quinones A.L., Bassler K.E., Field M., McCauley J.L., Nicol M., Timofeyev I., Torok A. & Gunaratne G.H., A theory of fluctuations in stock prices, Physica A 363, 383-392 (2006)
Gabaix X., Gopikrishnan P., Plerou V. & Stanley H.E., Institutional investors and stock market volatility, Quarterly Journal of Economics 121, 461-504 (2006)
Groot R.D., Consumers don't play dice, influence of social networks and advertisements, Physica A 363, 446-458 (2006)
Strozzi F. & Comenges J.-M.Z., Towards a non-linear trading strategy for financial time series, Chaos, Solitons and Fractals 28, 601-615 (2006)
Serva M., Fulco U.L., Gleria I.M., Lyra M.L., Petroni F. & Viswanathan G.M., A Markov model of financial returns, Physica A 363, 393-403 (2006)
Eisler Z. & Kertesz J., Scaling theory of temporal correlations and size-dependent fluctuations in the traded value of stocks, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 73, 046109 (2006)
Roman H.E., Albergante M., Colombo M., Croccolo F., Marini F. & Riccardi C., Modeling cross correlations within a many-assets market, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 73, 036129 (2006)
Scalas E., The application of continuous-time random walks in finance and economics, Physica A 362, 225-239 (2006)
Gavrishchaka V.V. & Banerjee S., Support vector machine as an efficient framework for stock market volatility forecasting, Computational Management Science 3, 147-160 (2006)
Bouchaud J.-P., Kockelkoren J. & Potters M., Random walks, liquidity molasses and critical response in financial markets, Quantitative Finance 6, 115-123 (2006)
Yamamoto H., Ohtsuki T., Fujihara A. & Tanimoto S., Power-law and runaway growth in conserved aggregation systems, Journal of Physics 31, 59-62 (2006)
Wang F., Yamasaki K., Havlin S. & Stanley H.E., Scaling and memory of intraday volatility return intervals in stock markets, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 73, 026117 (2006)
Dionisio A., Menezes R. & Mendes D.A., An econophysics approach to analyse uncertainty in financial markets: An application to the Portuguese stock market, European Physical Journal B 50, 161-164 (2006)
Horvath D., Gmitra M. & Kuscsik Z., A self-adjusted Monte Carlo simulation as a model for financial markets with central regulation, Physica A 361, 589-605 (2006)
Ortega G.J. & Matesanz D., Cross-country hierarchical structure and currency crises, International Journal of Modern Physics C 17, 333-341 (2006)
Miskiewicz J. & Ausloos M., An attempt to observe economy globalization: The cross correlation distance evolution of the top 19 GDP'S, International Journal of Modern Physics C 17, 317-331 (2006)
Darooneh A.H., Utility function from maximum entropy principle, Entropy 8, 18-24 (2006)
Kitt R. & Kalda J., Leptokurtic portfolio theory, European Physical Journal B 50, 141-145 (2006)
Caridi I. & Ceva H., States and microstates in a mean-field approach to the minority game and its generalizations, International Journal of Modern Physics C 17, 373-383 (2006)
Westerhoff F.H., Technical analysis based on price-volume signals and the power of trading breaks, International Journal of Theoretical and Applied Finance 9, 227-244 (2006)
Melnyk S.S., Usatenko O.V. & Yampol'skii V.A., Memory functions of the additive Markov chains: Applications to complex dynamic systems, Physica A 361, 405-415 (2006)
De Souza J., Moyano L.G. & Duarte Queiros S.M., On statistical properties of traded volume in financial markets, European Physical Journal B 50, 165-168 (2006)
Cai S.-M., Zhou P.-L., Yang H.-J., Yang C.-X., Wang B.-H. & Zhou T., Empirical study on the volatility of the hang-seng index, Chinese Physics Letters 23, 754-757 (2006)
Bordogna C.M. & Albano E.V., Phase transitions in a social impact model for opinion formation, International Journal of Modern Physics C 17, 409-418 (2006)
Sato A.-H., Characteristic time scales of tick quotes on foreign currency markets: An empirical study and agent-based model, European Physical Journal B 50, 137-140 (2006)
Kaizoji T., A precursor of market crashes: Empirical laws of Japan's internet bubble, European Physical Journal B 50, 123-127 (2006)
Vicente R., De Toledo C.M., Leite V.B.P. & Caticha N., Underlying dynamics of typical fluctuations of an emerging market price index: The Heston model from minutes to months, Physica A 361, 272-288 (2006)
Jung W.-S., Chae S., Yang J.-S. & Moon H.-T., Characteristics of the Korean stock market correlations, Physica A 361, 263-271 (2006)
Zhou W.-X. & Sornette D., Is there a real-estate bubble in the US?, Physica A 361, 297-308 (2006)
Rodriguez-Achach M. & Huerta-Quintanilla R., The distribution of wealth in the presence of altruism in simple economic models, Physica A 361, 309-318 (2006)
Ehrenstein G. & Westerhoff F., The working of circuit breakers within percolation models for financial markets, International Journal of Modern Physics C 17, 299-304 (2006)
Zhou W.-X. & Sornette D., Fundamental factors versus herding in the 2000-2005 US stock market and prediction, Physica A 360, 459-482 (2006)
Ribeiro L.C., Ruiz R.M., Albuquerque E.M. & Bernardes A.T., National systems of innovation and technological differentiation: A multi-country model, International Journal of Modern Physics C 17, 247-257 (2006)
Andrecut M., A simple forecasting game, International Journal of Modern Physics C 17, 279-286 (2006)
Gong F.F., Gong F.X. & Gong F.Y., Open dynamic behaviour of financial markets, European Physical Journal B 49, 267-268 (2006)
Malevergne Y., Pisarenko V. & Sornette D., On the power of generalized extreme value (GEV) and generalized Pareto distribution (GPD) estimators for empirical distributions of stock returns, Applied Financial Economics 16, 271-289 (2006)
Tastan H., Estimating time-varying conditional correlations between stock and foreign exchange markets, Physica A 360, 445-458 (2006)
Hurtado P.I., Marro J. & Garrido P.L., Understanding scale invariance in a minimal model of complex relaxation phenomena, Journal of Statistical Mechanics , 93-105 (2006)
Goncalves L.L. & Goncalves L.B., Fractal power law in literary English, Physica A 360, 557-575 (2006)
Toth B. & Kertesz J., Increasing market efficiency: Evolution of cross-correlations of stock returns, Physica A 360, 505-515 (2006)
Boccaletti S., Latora V., Moreno Y., Chavez M. & Hwang D.-U., Complex networks: Structure and dynamics, Physics Reports 424, 175-308 (2006)
Movahed M.S., Jafari G.R., Ghasemi F., Rahvar S. & Tabar M.R.R., Multifractal detrended fluctuation analysis of sunspot time series, Journal of Statistical Mechanics , 75-91 (2006)
Jo H.-H., Jung W.-S. & Moon H.-T., Rescue model for the bystanders' intervention in emergencies, Europhysics Letters 73, 306-312 (2006)
Olemskoi A. & Kokhan S., Effective temperature of self-similar time series: Analytical and numerical developments, Physica A 360, 37-58 (2006)
Gupta A.K., Money exchange model and a general outlook, Physica A 359, 634-640 (2006)
Gunner S.M., Brooks L. & Storer R.G., Asymmetry of returns in the australian stock market, International Journal of Modern Physics C 17, 147-153 (2006)
Ferraro M., Furman N., Liu Y., Mariani C. & Rial D., Analysis of intermittence, scale invariance and characteristic scales in the behavior of major indices near a crash, Physica A 359, 576-588 (2006)
Hernandez-Perez R., Angulo-Brown F. & Tun D., Company size distribution for developing countries, Physica A 359, 607-618 (2006)
Sinha S., Evidence for power-law tail of the wealth distribution in India, Physica A 359, 555-562 (2006)
Sornette D. & Zhou W.-X., Predictability of large future changes in major financial indices, International Journal of Forecasting 22, 153-168 (2006)
Yoon S.-M., Choi J.S., Christopher Lee C., Yum M.-K. & Kim K., Dynamical volatilities for yen-dollar exchange rates, Physica A 359, 569-575 (2006)
Wu M.-C., Huang M.-C., Yu H.-C. & Chiang T.C., Phase distribution and phase correlation of financial time series, Physical Review E - Statistical, Nonlinear & Soft Matter Physics 73, 016118 (2006)
Yoon S.-M., Choi J.S., Kim Y. & Kim K., Phase transition of dynamical herd behaviors for Yen-Dollar exchange rates, Physica A 359, 563-568 (2006)