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arxiv: 1310.0762 · v2 · pith:XTFTFJAXnew · submitted 2013-10-02 · 💱 q-fin.TR

Agent-Based Stock Market Model with Endogenous Agents' Impact

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keywords modelagent-basedagentscorrectlyvolatilityautocorrelationbeenclustering
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The three-state agent-based 2D model of financial markets as proposed by Giulia Iori has been extended by introducing increasing trust in the correctly predicting agents, a more realistic consultation procedure as well as a formal validation mechanism. This paper shows that such a model correctly reproduces the three fundamental stylised facts: fat-tail log returns, power-law volatility autocorrelation decay in time and volatility clustering.

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