聖塔非研究所

摘要 We present a simple 智能體 based model of a financia

2014-09-28 · 已發表論文 · 更新 2026/08/30 下午12:48

摘要 We present a simple 智能體 based model of a financial system composed of leveraged investors such as banks that invest in stocks and manage their risk using a Value at Risk constraint, based…

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  • 類型:已發表論文
  • 日期:2014-09-28

摘要

We present a simple 智能體-based model of a financial system composed of leveraged investors such as banks that invest in stocks and manage their risk using a Value-at-Risk constraint, based on historical observations of asset prices. The Value-at-Risk constraint implies that when perceived risk is low, leverage is high and vice versa; a phenomenon that has been dubbed pro-cyclical leverage. We show that this leads to endogenous irregular oscillations, in which gradual increases in stock prices and leverage are followed by drastic market collapses, i.e. a leverage cycle. This phenomenon is studied using simplified models that give a deeper understanding of the dynamics and the nature of the feedback loops and instabilities underlying the leverage cycle. We introduce a flexible leverage regula

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