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Markets Herding and Response to External Information

机译:市场羊群和对外部信息的反应

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摘要

We focus on the influence of external sources of information upon financial markets. In particular, we develop a stochastic agent-based market model characterized by a certain herding behavior as well as allowing traders to be influenced by an external dynamic signal of information. This signal can be interpreted as a time-varying advertising, public perception or rumor, in favor or against one of two possible trading behaviors, thus breaking the symmetry of the system and acting as a continuously varying exogenous shock. As an illustration, we use a well-known German Indicator of Economic Sentiment as information input and compare our results with Germany’s leading stock market index, the DAX, in order to calibrate some of the model parameters. We study the conditions for the ensemble of agents to more accurately follow the information input signal. The response of the system to the external information is maximal for an intermediate range of values of a market parameter, suggesting the existence of three different market regimes: amplification, precise assimilation and undervaluation of incoming information.
机译:我们专注于外部信息源对金融市场的影响。特别是,我们开发了一种基于随机代理的市场模型,该模型具有一定的从众行为,并允许交易者受到外部动态信息信号的影响。该信号可以解释为时变的广告,公众的看法或谣言,赞成或反对两种可能的交易行为之一,从而破坏了系统的对称性并充当了不断变化的外来冲击。作为说明,我们使用著名的德国经济景气指标作为信息输入,并将我们的结果与德国领先的股票市场指数DAX进行比较,以校准某些模型参数。我们研究了使代理商群体更准确地遵循信息输入信号的条件。对于市场参数的中间值范围,系统对外部信息的响应最大,这表明存在三种不同的市场体制:放大,精确吸收和低估输入信息。

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