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Financial Crisis: A New Measure for Risk of Pension Fund Portfolios

机译:金融危机:养老基金投资组合风险的新度量

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摘要

It has been argued that pension funds should have limitations on their asset allocation, based on the risk profile of the different financial instruments available on the financial markets. This issue proves to be highly relevant at times of market crisis, when a regulation establishing limits to risk taking for pension funds could prevent defaults. In this paper we present a framework for evaluating the risk level of a single financial instrument or a portfolio. By assuming that the log asset returns can be described by a multifractional Brownian motion, we evaluate the risk using the time dependent Hurst parameter H(t) which models volatility. To provide a measure of the risk, we model the Hurst parameter with a random variable with mixture of beta distribution. We prove the efficacy of the methodology by implementing it on different risk level financial instruments and portfolios.
机译:有人认为,根据金融市场上可用的不同金融工具的风险状况,养老基金应在资产配置上受到限制。在市场危机时期,当建立限制养老金风险承担的法规可以防止违约时,这个问题被证明是高度相关的。在本文中,我们提供了一个评估单个金融工具或投资组合风险水平的框架。通过假设原木资产的回报可以用分数布朗运动来描述,我们使用与时间相关的Hurst参数H(t)来评估风险,该参数对波动率进行建模。为了提供对风险的度量,我们使用带有β分布混合的随机变量对Hurst参数进行建模。我们通过在不同风险级别的金融工具和投资组合上实施该方法论来证明其有效性。

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