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The value of information in a multi-agent market model

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Author Info
Toth, Bence
Scalas, Enrico
Huber, Juergen
Kirchler, Michael

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Abstract

We present an experimental and simulated model of a multi-agent stock market driven by a double auction order matching mechanism. Studying the effect of cumulative information on the performance of traders, we find a non monotonic relationship of net returns of traders as a function of information levels, both in the experiments and in the simulations. Particularly, averagely informed traders perform worse than the non informed and only traders with high levels of information (insiders) are able to beat the market. The simulations and the experiments reproduce many stylized facts of stock markets, such as fast decay of autocorrelation of returns, volatility clustering and fat-tailed distribution of returns. These results have an important message for everyday life. They can give a possible explanation why, on average, professional fund managers perform worse than the market index.

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File URL: http://mpra.ub.uni-muenchen.de/341/
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Publisher Info
Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 341.

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Date of creation: 04 Oct 2006
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Handle: RePEc:pra:mprapa:341

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Related research
Keywords: Economics econophysics financial markets business and management information theory and communication theory

Find related papers by JEL classification:
C63 - Mathematical and Quantitative Methods - - Mathematical Methods and Programming - - - Computational Techniques
C00 - Mathematical and Quantitative Methods - - General - - - General
G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies

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This page was last updated on 2008-9-5.


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