Systemic liquidity risk and portfolio theory: An application to the Italian financial markets

Eleonora Iachini , Stefano Nobili
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引用次数: 5

Abstract

This paper introduces a coincident indicator of systemic liquidity risk in the Italian financial markets. In order to take account of the systemic dimension of liquidity stress, standard portfolio theory is used. Three sub-indices, that reflect liquidity stress in specific market segments, are aggregated in the systemic liquidity risk indicator in the same way as individual risks are aggregated in order to quantify overall portfolio risk. The aggregation takes account of the time-varying cross-correlations between the sub-indices, using a multivariate GARCH approach. This is able to capture abrupt changes in the correlations. We evaluate the indicator on its ability to match the results of a survey conducted among financial market experts to determine the most liquidity stressful events for the Italian financial markets. The results show that the systemic liquidity risk indicator accurately identifies events characterized by high systemic risk.

系统性流动性风险与投资组合理论:在意大利金融市场的应用
本文介绍了意大利金融市场系统性流动性风险的一致性指标。为了考虑流动性压力的系统维度,采用了标准投资组合理论。反映特定细分市场流动性压力的三个子指数在系统流动性风险指标中被汇总,与汇总个人风险的方式相同,以量化整体投资组合风险。使用多元GARCH方法,该聚合考虑了子指数之间随时间变化的相互关联。这可以捕捉到相关性的突然变化。我们根据该指标与金融市场专家进行的一项调查结果的匹配能力来评估该指标,以确定意大利金融市场最具流动性压力的事件。结果表明,系统流动性风险指标能够准确识别具有高系统性风险特征的事件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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