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Modeling Market Mechanism with Minority Game

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Author Info
Damien Challet
Matteo Marsili
Yi-Cheng Zhang

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Abstract

Using the Minority Game model we study a broad spectrum of problems of market mechanism. We study the role of different types of agents: producers, speculators as well as noise traders. The central issue here is the information flow : producers feed in the information whereas speculators make it away. How well each agent fares in the common game depends on the market conditions, as well as their sophistication. Sometimes there is much to gain with little effort, sometimes great effort virtually brings no more incremental gain. Market impact is shown to play also an important role, a strategy should be judged when it is actually used in play for its quality. Though the Minority Game is an extremely simplified market model, it allows to ask, analyze and answer many questions which arise in real markets.

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File URL: http://arxiv.org/abs/cond-mat/9909265
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File URL: http://arxiv.org/pdf/cond-mat/9909265
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Publisher Info
Paper provided by arXiv.org in its series Quantitative Finance Papers with number cond-mat/9909265.

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Date of creation: Sep 1999
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Handle: RePEc:arx:papers:cond-mat/9909265

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  1. Giorgio Fagiolo & Marco Valente, 2004. "Minority Games, Local Interactions, and Endogenous Networks," LEM Papers Series 2004/17, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy. [Downloadable!]
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  2. Andreas Krause, 2009. "Evaluating the performance of adapting trading strategies with different memory lengths," Quantitative Finance Papers 0901.0447, arXiv.org. [Downloadable!]
  3. Paolo Laureti & Peter Ruch & Joseph Wakeling & Yi-Cheng Zhang, 2004. "The Interactive Minority Game: a Web based investigation of human market interactions," Experimental 0402004, EconWPA. [Downloadable!]
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