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Complex Dynamics and Financial Fragility in an Agent Based Model

机译:基于代理模型的复杂动态和财务脆弱性

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In this paper, we model an agent-based economy in which heterogeneous agents (firms and a bank) interact in the financial markets. The heterogeneity is due to the balance sheet conditions and to size. In our simulations, at the aggregate level, output displays changes in trend and volatility giving rise to complex dynamics. The average solvency and liquidity ratios peak during recessions as empirical analysis shows. At the firm level the model generates: i) firm sizes left-skewed distributed, ii) growth rates Laplace distributed. Furthermore, small idiosyncratic shocks can generate large aggregate fluctuations.
机译:在本文中,我们模拟了一个基于代理的经济,其中异质代理(公司和银行)在金融市场中互动。异质性是由于资产负债表条件和尺寸。在我们的模拟中,在汇总级别,输出显示趋势和波动性的变化,从而产生复杂的动态。作为经验分析显示,衰退期间的平均溶剂和流动性比率峰值。在公司的级别,模型产生:i)坚固的尺寸左偏斜分布,II)增长率Laplace分布。此外,小的特质冲击可以产生大的聚合波动。

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