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System and method for estimating portfolio risk using an infinitely divisible distribution

机译:使用无限可整分布估计投资组合风险的系统和方法

摘要

A system and method for estimating portfolio risk using an infinitely divisible distribution is provided. A time series comprising a plurality of risk factors applicable over at least one time horizon, a portfolio comprising a plurality of financial assets, and one or more risk adjusted return points for the financial assets are stored. The financial assets are associated with the risk factors. The parameters of one or more risk factors such as financial returns series are estimated based on an infinitely divisible tempered stable distribution model exhibiting leptokurtic behavior. Scenarios are generated for the model. One of Value at Risk, Average Value at Risk, and their derivatives are then determined.
机译:提供了一种用于使用无限可整分布来估计投资组合风险的系统和方法。存储时间序列,该时间序列包括可在至少一个时间范围内应用的多个风险因子,包括多个金融资产的投资组合以及该金融资产的一个或多个风险调整后的回报点。金融资产与风险因素相关。一个或多个风险因子(如财务回报系列)的参数是根据展现出瘦腿行为的无限可整除的稳定分布模型估算的。为模型生成了方案。然后确定风险值,风险均值及其衍生物中的一种。

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