列维-列维-所罗门代理经济市场模型的新见解

Maximilian Beikirch, T. Trimborn
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引用次数: 0

摘要

列维-列维-所罗门模型(股票市场的微观模型:周期,繁荣和崩溃,经济快报45(1))是最有影响力的基于主体的经济市场模型之一。在一些出版物中,对该模型进行了讨论和分析。特别是Lux和Zschischang(关于Levy, Levy和Solomon微观股票市场模型的一些新结果,Physica A, 291(1-4))表明该模型具有有限尺寸效应。在这项研究中,我们在几个方向上扩展了现有的工作。首先,我们展示了揭示模型的有限尺寸效应的模拟。其次,我们阐明了这些有限尺寸效应的起源。此外,我们证明了Levy-Levy-Solomon模型对随机数的敏感性。特别是,我们可以得出结论,低质量的伪随机数生成器对仿真结果有很大的影响。最后,我们研究了停止标准在Levy-Levy-Solomon模型的市场出清机制中的影响。
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Novel insights in the Levy–Levy–Solomon agent-based economic market model
The Levy-Levy-Solomon model (A microscopic model of the stock market: cycles, booms, and crashes, Economic Letters 45 (1))is one of the most influential agent-based economic market models. In several publications this model has been discussed and analyzed. Especially Lux and Zschischang (Some new results on the Levy, Levy and Solomon microscopic stock market model, Physica A, 291(1-4)) have shown that the model exhibits finite-size effects. In this study we extend existing work in several directions. First, we show simulations which reveal finite-size effects of the model. Secondly, we shed light on the origin of these finite-size effects. Furthermore, we demonstrate the sensitivity of the Levy-Levy-Solomon model with respect to random numbers. Especially, we can conclude that a low-quality pseudo random number generator has a huge impact on the simulation results. Finally, we study the impact of the stopping criteria in the market clearance mechanism of the Levy-Levy-Solomon model.
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