A double-auction artificial market with time-irregularly spaced orders
AbstractIn this paper, a simulation of high-frequency market data is performed with the Genoa Artificial Stock Market. In the market model, heterogeneous agents trade a risky asset in exchange for cash. Agents have zero intelligence and issue random limit or market orders depending on their budget constraints. The price is cleared by means of a limit order book. The order generation process is a renewal process where the waiting-time distribution between two consecutive orders follows a Weibull law. This hypothesis is motivated by recent theoretical and empirical studies on high-frequency financial data. According to simulation results, the mechanism of the limit order book can reproduce fat-tailed distributions of returns without ad-hoc behavioral assumptions on agents. As for the simulated trade process, in the case of exponentially distributed order waiting times, also trade waiting times are exponentially distributed. Conversely, if order waiting times follow a Weibull law, the same does not hold true for trade waiting times. These findings are interpreted in terms of a random thinning of the order renewal process. References: Raberto et al, Computational Economics, vol 22 (2003), pp. 255-272. Scalas et al, Physical Review E, vol. 69 (2004), pp. 011107(1-8). Raberto et al., Physica A, vol. 314 (2002), pp. 749-755.
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Bibliographic InfoPaper provided by Society for Computational Economics in its series Computing in Economics and Finance 2004 with number 225.
Date of creation: 11 Aug 2004
Date of revision:
Agent-based simulation; artificial financial market; limit order book;
Find related papers by JEL classification:
- C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
- C16 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Econometric and Statistical Methods; Specific Distributions
- D44 - Microeconomics - - Market Structure and Pricing - - - Auctions
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