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A New Method of Financial Risk Management Based on Multifractal

机译:基于多重分形的金融风险管理新方法

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摘要

The key point of financial risk management is whether the fluctuation characteristics of financial asset's price can be grasped and the turning point of market be forecasted or not. In this paper, the high-frequency Hang Seng index (HSI) in Hong Kong stock market was analyzed by multifractal. The correlation of the parameters of the multifractal spectra with the variation of stock index was studied statistically. We find that closing index fluctuations is related to a main parameter of multifractal spectrum of daily high frequency (per 5min) closing index of HSI △f. A forecasting algorithm of stock index turning point based on △f of the previous 3 day is proposed. According to the results of test, this algorithm's accuracy can reach up to 90.5%.
机译:金融风险管理的关键在于能否把握金融资产价格的波动特征,并能预测市场的转折点。本文通过多重分形对香港股市的高频恒生指数进行了分析。对多元分形谱参数与股票指数变化的相关性进行了统计研究。我们发现,封闭指数的波动与恒指△f的日高频(每5分钟)封闭指数的多重分形谱的主要参数有关。提出了一种基于前三天△f的股指转折点预测算法。根据测试结果,该算法的准确率可达90.5%。

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